iDEA Lab Publications
2025
Alfredo Cuzzocrea, Privacy-Preserving OLAP Against Big Query Workloads: Innovative Theories and Theorems. Distributed Parallel Databases 43(1), art. 2, 2025
Alfredo Cuzzocrea, Selim Soufargi, Privacy-Preserving Multidimensional Big Data Analytics Models, Methods and Techniques: A Comprehensive Survey. Expert Systems with Applications 270, art. 126387, 2025
Alfredo Cuzzocrea, Mst. Shapna Akter, Hossain Shahriar, Pablo García Bringas, Cyberbullying Detection, Prevention, and Analysis on Social Media via Trustable LSTM-Autoencoder Networks over Synthetic Data: The TLA-NET Approach. Future Internet 17(2), art. 84, 2025
Alfredo Cuzzocrea, Innovative Research Aspects of Big Data Modelling, Management and Analytics. Knowledge and Information Systems 67(5), pp. 3821-3824, 2025
Alfredo Cuzzocrea, Islam Belmerabet, Carlo Combi, Enrico Franconi, Paolo Terenziani, Towards a Data-Centric Framework for Modelling, Managing and Mining BPM Processes over Pandemic Events. EDBT/ICDT Workshops 2025
Alfredo Cuzzocrea, Mojtaba Hajian, Towards Big OLAP Data Cube Classification Methodologies: The ClassCube Framework. ICEIS 2025, pp. 351-356, 2025
Alfredo Cuzzocrea, Vector Databases for Modelling, Managing and Querying Big Scientific Data: Models, Issues, Paradigms. ACM SSDBM 2025, pp. 24:1-24:5, 2025
Suren Byna, Anthony Kougkas, Sarah Neuwirth, Venkat Vishwanath, Jalil Boukhobza, Alfredo Cuzzocrea, Dong Dai, Jean Bez, Proceedings of the 37th International Conference on Scalable Scientific Data Management. ACM SSDBM 2025, ISBN 979-8-4007-1462-7
Alfredo Cuzzocrea, Giovanni Pilato, Pablo García Bringas, Creating, Using and Assessing a Generative-AI-Based Human-Chatbot-Dialogue Dataset with User-Interaction Learning Capabilities. CoRR abs/2501.00791, 2025
Syed Tahir Hussain Rizvi, Neel Kanwal, Muddasar Naeem, Alfredo Cuzzocrea, Antonio Coronato, Bridging Simplicity and Sophistication Using GLinear: A Novel Architecture for Enhanced Time Series Prediction. CoRR abs/2501.01087, 2025
2024
Alfredo Cuzzocrea, Edoardo Fadda, Modeling and Supporting Adaptive Complex Data-Intensive Web Systems via XML and the O-O Paradigm: The OO-XAHM Model. Array 23, art. 100363, 2024
José Gaviria de la Puerta, Iker Pastor-López, Alberto Tellaeche, Borja Sanz, Hugo Sanjurjo-González, Alfredo Cuzzocrea, Pablo García Bringas, An Innovative Framework for Supporting Content-Based Authorship Identification and Analysis in Social Media Networks. Logic Journal of the IGPL 32(4), pp. 589-604, 2024
Alfredo Cuzzocrea, Alessandro Baldo, Edoardo Fadda, A Bayesian-Neural-Networks Framework for Scaling Posterior Distributions over Different-Curation Datasets. Journal of Intelligent Information Systems 62(4), pp. 951-969, 2024
Andrea Cartolano, Alfredo Cuzzocrea, Giovanni Pilato, Analyzing and Assessing Explainable AI Models for Smart Agriculture Environments. Multimedia Tools and Applications 83(12), pp. 37225-37246, 2024
Alfredo Cuzzocrea, Enzo Mumolo, Islam Belmerabet, Abderraouf Hafsaoui, A Stochastic-Process Methodology for Detecting Anomalies at Runtime in Embedded Systems. Transactions on Fuzzy Sets and Systems 3(2), pp. 142-171, 2024
Md. Abdur Rahman, Hossain Shahriar, Fan Wu, Alfredo Cuzzocrea, Applying Pre-trained Multilingual BERT in Embeddings for Improved Malicious Prompt Injection Attacks Detection. AIBThings 2024, pp. 1-7, 2024
Alfredo Cuzzocrea, Abderraouf Hafsaoui, Ismail Benlaredj, Turning Multidimensional Big Data Analytics into Practice: Design and Implementation of ClustCube Big-Data Tools in Real-Life Scenarios. ASONAM (Workshops) 2024, pp. 223-242, 2024
Alfredo Cuzzocrea, Giovanni Pilato, Pablo García Bringas, Creating, Using and Assessing a Generative-AI-Based Human-Chatbot-Dialogue Dataset with User-Interaction Learning Capabilities. IEEE Big Data 2024, pp. 5972-5981, 2024
Alfredo Cuzzocrea, Mojtaba Hajian, Experimental Analysis and Assessment of a Real-Life Cloud Mobile Big OLAP System Enhanced with Compression and Approximation Paradigms. IEEE Big Data 2024, pp. 5982-5990, 2024
Alfredo Cuzzocrea, Mojtaba Hajian, Abderraouf Hafsaoui, MALAGA - MultidimensionAL Big DAta Analytics over Massive Graph Data. IEEE Big Data 2024, pp. 5991-6000, 2024
Md. Shazzad Hossain Shaon, Md. Fahim Sultan, Tasmin Karim, Alfredo Cuzzocrea, Mst. Shapna Akter, An Advanced Liver Disease Detection Tool with a Stacking-Ensemble-based Machine Learning Approach. IEEE Big Data 2024, pp. 6123-6131, 2024
Md. Shazzad Hossain Shaon, Md. Fahim Sultan, Tasmin Karim, Md. Shoaib Hossain Alshan, Alfredo Cuzzocrea, Mst. Shapna Akter, NeuroBooster: A Robust Classifier for the Discovery of Neuropeptide Sequences based on Meta-learning Approach. IEEE Big Data 2024, pp. 6132-6141, 2024
Alfredo Cuzzocrea, Ismail Benlaredj, An Innovative Big Data Framework for Supporting Multidimensional Risk Analysis and Prediction over Digital Twins. IEEE Big Data 2024, pp. 6214-6222, 2024
Alfredo Cuzzocrea, Islam Belmerabet, Privacy-Preserving Identity and Access Management in Multiple Cloud Environments: Models, Issues, and Solutions. IEEE Big Data 2024 pp. 6223-6229, 2024
Md. Jobair Hossain Faruk, Pratusha Raya, Md Kamrul Siam, Jerry Q. Cheng, Hossain Shahriar, Alfredo Cuzzocrea, Pablo García Bringas, A Systematic Literature Review of Decentralized Applications in Web3: Identifying Challenges and Opportunities for Blockchain Developers. IEEE Big Data 2024, pp. 6240-6249, 2024
Mathieu Janssen, Giuseppe Cascavilla, Claudia Zucca, Alfredo Cuzzocrea, Toxic Language Based Echo Chambers on the Incels.net Community: A Network Analysis Approach. IEEE Big Data 2024, pp. 6269-6278, 2024
Anifat M. Olawoyin, Carson K. Leung, Hoang Hai Nguyen, Alfredo Cuzzocrea, Privacy-Preserving Publishing with Generative Adversarial Network (GAN) for Supporting Contact Tracing of Infectious Diseases. IEEE Big Data 2024, pp. 6298-6307, 2024
Shahriyar Zaman Ridoy, Md. Shazzad Hossain Shaon, Alfredo Cuzzocrea, Mst. Shapna Akter, EnStack: An Ensemble Stacking Framework of Large Language Models for Enhanced Vulnerability Detection in Source Code. IEEE Big Data 2024, pp. 6356-6364, 2024
Mst. Shapna Akter, Hossain Shahriar, Alfredo Cuzzocrea, Fan Wu, Uncovering the Interpretation of Large Language Models. IEEE COMPSAC 2024, pp. 1057-1066, 2024
Mst. Shapna Akter, Hossain Shahriar, Alfredo Cuzzocrea, Fan Wu, Quantum Adversarial Attacks: Developing Quantum FGSM Algorithm. IEEE COMPSAC 2024, pp. 1073-1079, 2024
Chang Geng, Griffin LaFreniere, Huy Khanh Le, Carson K. Leung, Quinn Chao Wong, Alfredo Cuzzocrea, A Location Analytics Algorithm to Analyze Geographic and Demographic Data for Restaurant Analytics. IEEE COMPSAC 2024, pp. 1788-1793, 2024
Garik Avagyan, Juan C. Armijos, Carson K. Leung, Jasmine J. Tabuzo, Aivee F. Teodocio, Alfredo Cuzzocrea, An Environmental Data Science Solution for Data Analytics Exploration of Traffic Interaction on Air Quality. IEEE COMPSAC 2024, pp. 1800-1805, 2024
Alfredo Cuzzocrea, Islam Belmerabet, A SOLID-Based Framework for Supporting Privacy-Preserving Identity Management in Multi-Cloud Environments. IEEE COMPSAC 2024, pp. 2334-2340, 2024
Alfredo Cuzzocrea, Selim Soufargi, Privacy-Preserving Big Hierarchical Data Analytics via Co-Occurrence Analysis. DATA 2024, pp. 93-103, 2024
Alfredo Cuzzocrea, Correlation Analysis over Big Multidimensional Datasets: A Powerful Paradigm for Next-Generation Big Data Analytics Research - Definitions, Models, Implementations. FSDM 2024, pp. 339-347, 2024
Alfredo Cuzzocrea, Carmine Gallo, Giulia Fornari, Vittorio Gatto, Optimal Location of Hubs over Networks with Demand Uncertainty: A Fundamental Mathematical Model. IEEE FUZZ-IEEE 2024, pp. 1-5, 2024
Alfredo Cuzzocrea, Carmine Gallo, Marco Antonio Mastratisi, Empowering Multidimensional Machine Learning over Cloud-Enabled Big Data Infrastructures with ClustCube. ICEIS 2024, pp. 389-396, 2024
Alfredo Cuzzocrea, Abderraouf Hafsaoui, Carmine Gallo, From Theory to Practice of Multidimensional Big Data Analytics over Big Healthcare Data: A Real-Life Case Study. IDEAS 2024, pp. 156-171, 2024
Alfredo Cuzzocrea, Carmine Gallo, Mst. Shapna Akter, Hossain Shahriar, Analysis and Experimental Comparison of State-Of-The-Art Deep-Learning Classification Techniques for Cyberbullying Detection. KES 2024, pp. 3800-3809, 2024
Alfredo Cuzzocrea, Evolving OLAP and BI towards Complex, High-Performance Big-OLAP-Data-Cube-Processing Analytics Frameworks: How to Speed-Up Large-Scale, High-Dimensional Queries over Clouds. KES 2024, pp. 4169-4175, 2024
Nathaniel Giesbrecht, Owen A. Hnylycia, Carson K. Leung, Junyi Lu, Thanh Huy Daniel Mai, Fan Jiang, Alfredo Cuzzocrea, Mining and Forecasting Energy Consumption Based on Weather Data. IEEE SDS 2024, pp. 23-30, 2024
Alvaro Alva, Luis Martinez Moreno, Muneeba Asif, Alvi Ataur Khalil, Mohammad Ashiqur Rahman, Alfredo Cuzzocrea, Hossain Shahriar, Secured UAV Navigation: A Novel Intrusion Detection System Based on PWM Signal Analysis. IEEE SDS 2024, pp. 174-180, 2024
Mst. Shapna Akter, Hossain Shahriar, Alfredo Cuzzocrea, Towards Analysis and Interpretation of Large Language Models for Arithmetic Reasoning. IEEE SDS 2024, pp. 267-270, 2024
Alfredo Cuzzocrea, Geertruida H. de Bock, Willemijn J. Maas, Selim Soufargi, Abderraouf Hafsaoui, An Innovative Big Temporal Data Analytics Technique over Real-Life Healthcare Datasets: The F-TBDA Approach. SEBD 2024, pp. 112-121, 2024
Alfredo Cuzzocrea, Mojtaba Hajian, Abderraouf Hafsaoui, Compressing Big OLAP Data Cubes over Mobile Clouds: A Hierarchy-Based Data Partitioning Approach. SEBD 2024, pp. 142-151, 2024
Alfredo Cuzzocrea, Islam Belmerabet, Towards Privacy-Preserving Multi-Cloud Identity Management Using SOLID. SECRYPT 2024, pp. 649-654, 2024
Alfredo Cuzzocrea, Elhadj Benkhelifa, Oleg Gusikhin, Slimane Hammoudi, Proceedings of the 13th International Conference on Data Science, Technology and Applications, DATA 2024, Dijon, France, July 9-11, 2024. SCITEPRESS, 2024
Alfredo Cuzzocrea, Abderraouf Hafsaoui, Ismail Benlaredj, Turning Multidimensional Big Data Analytics into Practice: Design and Implementation of ClustCube Big-Data Tools in Real-Life Scenarios. CoRR abs/2407.18604, 2024
Md. Abdur Rahman, Hossain Shahriar, Fan Wu, Alfredo Cuzzocrea, Applying Pre-trained Multilingual BERT in Embeddings for Improved Malicious Prompt Injection Attacks Detection. CoRR abs/2409.13331, 2024
Fengfan Bian, Carson K. Leung, Piers Grenier, Harry Pu, Samuel Ning, Alfredo Cuzzocrea, A Database Engineered System for Big Data Analytics on Tornado Climatology. CoRR abs/2409.17668, 2024
Shahriyar Zaman Ridoy, Md. Shazzad Hossain Shaon, Alfredo Cuzzocrea, Mst. Shapna Akter, EnStack: An Ensemble Stacking Framework of Large Language Models for Enhanced Vulnerability Detection in Source Code. CoRR abs/2411.16561, 2024
Alfredo Cuzzocrea, Islam Belmerabet, Privacy-Preserving Identity and Access Management in Multiple Cloud Environments: Models, Issues, and Solutions. CoRR abs/2412.20603, 2024
2023
Alfredo Cuzzocrea, Fabio Martinelli, Francesco Mercaldo, A Deep-Learning Approach to Game Bot Identification via Behavioural Features Analysis in Complex Massively-Cooperative Environments. International Journal of Data Mining, Modelling and Management 15(1), pp. 1-29, 2023
Alfredo Cuzzocrea, A Reference Architecture for Supporting Multidimensional Big Data Analytics over Big Web Knowledge Bases: Definitions, Implementation, Case Studies. International Journal of Semantic Computing 17(4), pp. 545-568, 2023
Alfredo Cuzzocrea, Carmine Gallo, Enzo Mumolo, Kristijan Lenac, An Innovative Framework for Supporting Big Moving Objects Tracking, Analysis and Mining Effectively and Efficiently. Journal of Data Intelligence 4(1&2), pp. 149-164, 2023
Alfredo Cuzzocrea, Alessia Fantini, Giovanni Pilato, Enhanced Emotion Detection and Analysis in Human-Robot Interactions: An Innovative Model and Its Experimental Validation. Journal of Visual Language and Computing 2023(1), pp. 41-52, 2023
Alfredo Cuzzocrea, Enzo Mumolo, Islam Belmerabet, Abderraouf Hafsaoui, An Artificial Intelligence Framework for Supporting Coarse-Grained Workload Classification in Complex Virtual Environments. Transactions on Fuzzy Sets and Systems 2(2), pp. 155-183, 2023
Anifat M. Olawoyin, Carson K. Leung, Connor C. J. Hryhoruk, Alfredo Cuzzocrea, Big Data Management for Machine Learning from Big Data. AINA 2023, pp. 393-405, 2023
Alfredo Cuzzocrea, Mojtaba Hajian, Effective and Efficient Big OLAP Data Cube Compression in Mobile Cloud Environments: The IQTS Algorithm. IEEE Big Data 2023, pp. 5187-5196, 2023
Alfredo Cuzzocrea, Geertruida H. de Bock, Willemijn J. Maas, Selim Soufargi, F-TBDA: A Frequency-Based Temporal Big Data Analytics Technique for Mining and Analyzing Quality-Of-Life Indicators of Cancer Patients. IEEE Big Data 2023, pp. 5197-5205, 2023
Alfredo Cuzzocrea, Abderraouf Hafsaoui, Carson K. Leung, Machine-Learning-Based Multidimensional Big Data Analytics over Clouds via Multi-Columnar Big OLAP Data Cube Compression. IEEE Big Data 2023, pp. 5206-5212, 2023
Sabrina Ichou, Slimane Hammoudi, Alfredo Cuzzocrea, Abdelkrim Meziane, Amel Benna, Towards Big Data Analytics over Mobile User Data using Machine Learning. IEEE Big Data 2023, pp. 5365-5371, 2023
Mst. Shapna Akter, Juanjose Rodriguez-Cardenas, Hossain Shahriar, Alfredo Cuzzocrea, Fan Wu, Quantum Cryptography for Enhanced Network Security: A Comprehensive Survey of Research, Developments, and Future Directions. IEEE Big Data 2023, pp. 5408-5417, 2023
Mst. Shapna Akter, Hossain Shahriar, Alfredo Cuzzocrea, Fan Wu, Juanjose Rodriguez-Cardenas, A Trustable LSTM-Autoencoder Network for Cyberbullying Detection on Social Media Using Synthetic Data. IEEE Big Data 2023, pp. 5418-5427, 2023
Muneeba Asif, Mohammad Ashiqur Rahman, Kemal Akkaya, Hossain Shahriar, Alfredo Cuzzocrea, Adversarial Data-Augmented Resilient Intrusion Detection System for Unmanned Aerial Vehicles. IEEE Big Data 2023, pp. 5428-5437, 2023
Giuseppe Cascavilla, Alfredo Cuzzocrea, Daniel De Pascale, Mandana Omidbakhsh, Damian A. Tamburri, BigData Fusion for Trajectory Prediction of Multi-Sensor Surveillance Information Systems. IEEE Big Data 2023, pp. 5466-5475, 2023
Alfredo Cuzzocrea, Big OLAP Data Cube Compression Algorithms in Column-Oriented Cloud/Edge Data Infrastructures. IEEE BigMM 2023, pp. 1-2, 2023
Mst. Shapna Akter, Hossain Shahriar, Juan Rodriguez Cardenas, Sheikh Iqbal Ahamed, Alfredo Cuzzocrea, Feature Engineering-Based Detection of Buffer Overflow Vulnerability in Source Code Using Neural Networks. IEEE COMPSAC 2023, pp. 765-776, 2023
Alfredo Cuzzocrea, Qudrat E. Alahy Ratul, Islam Belmerabet, Edoardo Serra, An AI Framework for Modelling and Evaluating Attribution Methods in Enhanced Machine Learning Interpretability. IEEE COMPSAC 2023, pp. 1030-1036, 2023
Mst. Shapna Akter, Hossain Shahriar, Alfredo Cuzzocrea, Autism Disease Detection Using Transfer Learning Techniques: Performance Comparison Between Central Processing Unit vs Graphics Processing Unit Functions for Neural Networks. IEEE COMPSAC 2023, pp. 1084-1092, 2023
Anifat M. Olawoyin, Carson K. Leung, Alfredo Cuzzocrea, Evolution of Big Data Models from Hierarchical Models to Knowledge Graphs. IEEE COMPSAC 2023, pp. 1325-1330, 2023
Anifat M. Olawoyin, Carson K. Leung, Alfredo Cuzzocrea, Privacy Preservation of Big Spatio-Temporal Co-occurrence Data. IEEE COMPSAC 2023, pp. 1331-1336, 2023
Alfredo Cuzzocrea, Moushumi Sharmin, Yuuichi Teranishi, Dave Towey, IEEE COMPSAC 2023 - Resilient Computing and Computing for Resilience in a Sustainable Cyber-Physical World: Summary and Future Research Directions. IEEE COMPSAC 2023, pp. 49-50, 2023
Alfredo Cuzzocrea, Pau Figuera, Mojtaba Hajian, Pablo García Bringas, A Theoretical Framework for Supporting Clustering Validation via Non-Negative-Matrix-Factorization Trace Sequences Over Probabilistic Spaces. IEEE DASC/PiCom/CBDCom/CyberSciTech 2023, pp. 1080-1087, 2023
Alfredo Cuzzocrea, Selim Soufargi, QFLS: A Cloud-Based Framework for Supporting Big Healthcare Data Management and Analytics from Big Data Lakes: Definitions, Requirements, Models and Techniques. DATA 2023, pp. 422-428, 2023
Alfredo Cuzzocrea, Selim Soufargi, Supporting Big Healthcare Data Management and Analytics: The Cloud-Based QFLS Framework. DaWaK 2023, pp. 372-379, 2023
Alfredo Cuzzocrea, Luigi Canadè, Giulia Fornari, Vittorio Gatto, Abderraouf Hafsaoui, Effective and Efficient Heuristic Algorithms for Supporting Optimal Location of Hubs over Networks with Demand Uncertainty. DEXA 2023, pp. 84-98, 2023
Debashish Roy, Chen (Cherie) Ding, Alfredo Cuzzocrea, Islam Belmerabet, A Machine-Learning Framework for Supporting Content Recommendation via User Feedback Data and Content Profiles in Content Managements Systems. DEXA 2023, pp. 445-450, 2023
Alessia Fantini, Antonino Asta, Alfredo Cuzzocrea, Giovanni Pilato, Building and Assessing an Italian Textual Dataset for Emotion Recognition in Human-Robot Interactions. DMSVIVA 2023, pp. 65-73, 2023
Alfredo Cuzzocrea, Advanced Machine Learning Structures over Big Data Repositories: Definitions, Models, Properties, Algorithms. FSDM 2023, pp. 1-10, 2023
Pau Figuera, Alfredo Cuzzocrea, Pablo García Bringas, Probability Density Function for Clustering Validation. HAIS 2023, pp. 133-144, 2023
Antonino Asta, Alfredo Cuzzocrea, Alessia Fantini, Giovanni Pilato, Pablo García Bringas, Supporting Emotion Recognition in Human-Robot Interactions: An Experimental Italian Textual Dataset. HAIS 2023, pp. 483-494, 2023
Alfredo Cuzzocrea, Luigi Canadè, Riccardo Nicolicchia, Luca Roldo, A Machine Learning Methodology for Optimal Big Data Processing in Advanced Smart City Environments. ICCSA 2023, pp. 713-730, 2023
Justin Carpenter, Janet Layne, Edoardo Serra, Alfredo Cuzzocrea, Carmine Gallo, Structural Node Representation Learning for Detecting Botnet Nodes. ICCSA 2023, pp. 731-743, 2023
Alfredo Cuzzocrea, Luigi Canadè, A Multidimensional-Paradigm-Centered Architecture for Cooperative Digital Ecosystems. ICEIS 2023, pp. 130-137, 2023
Hadjer Khider, Slimane Hammoudi, Abdelkrim Meziane, Alfredo Cuzzocrea, BPM in the Era of Industry 4.0: A Bibliometric Analysis. ICEIS 2023, pp. 651-659, 2023
Alfredo Cuzzocrea, Luigi Canadè, Riccardo Nicolicchia, Luca Roldo, Optimal Location of Charging Stations for Electric Vehicles: A Theoretically-Sound Heuristic Model. ACM SAC 2023, pp. 437-440, 2023
Alfredo Cuzzocrea, Miguel Quebrado, Abderraouf Hafsaoui, Edoardo Serra, A Graph-Representation-Learning Framework for Supporting Android Malware Identification and Polymorphic Evolution. IEEE SDS 2023, pp. 34-41, 2023
Alfredo Cuzzocrea, Qudrat E. Alahy Ratul, Islam Belmerabet, Edoardo Serra, Attribution Methods Assessment for Interpretable Machine Learning. SEBD 2023, pp. 65-75, 2023
Emrul Hasan, Chen Ding, Alfredo Cuzzocrea, Islam Belmerabet, An Innovative Framework for Supporting Multi-Criteria Ratings and Reviews over Big Textual Data. SEBD 2023, pp. 76-87, 2023
Alfredo Cuzzocrea, Miguel Quebrado, Abderraouf Hafsaoui, Edoardo Serra, Graph Representation Learning for Complex Security Problems. SEBD 2023, pp. 279-290, 2023
Alfredo Cuzzocrea, Privacy-Preserving OLAP via Modeling and Analysis of Query Workloads: Innovative Theories and Theorems. ACM SSDBM 2023, pp. 6:1-6:12, 2023
Jingrui He, Themis Palpanas, Xiaohua Hu, Alfredo Cuzzocrea, Dejing Dou, Dominik Slezak, Wei Wang, Aleksandra Gruca, Jerry Chun-Wei Lin, Rakesh Agrawal, IEEE International Conference on Big Data, BigData 2023, Sorrento, Italy, December 15-18, 2023. IEEE, 2023
Hossain Shahriar, Yuuichi Teranishi, Alfredo Cuzzocrea, Moushumi Sharmin, Dave Towey, A. K. M. Jahangir Alam Majumder, Hiroki Kashiwazaki, Ji-Jiang Yang, Michiharu Takemoto, Nazmus Sakib, Ryohei Banno, Sheikh Iqbal Ahamed, 47th IEEE Annual Computers, Software, and Applications Conference, COMPSAC 2023, Torino, Italy, June 26-30, 2023. IEEE, 2023
Alfredo Cuzzocrea, Oleg Gusikhin, Slimane Hammoudi, Christoph Quix, Data Management Technologies and Applications - 10th International Conference, DATA 2021, Virtual Event, July 6-8, 2021, and 11th International Conference, DATA 2022, Lisbon, Portugal, July 11-13, 2022, Revised Selected Papers. Communications in Computer and Information Science 1860, Springer, 2023
Oleg Gusikhin, Slimane Hammoudi, Alfredo Cuzzocrea, Proceedings of the 12th International Conference on Data Science, Technology and Applications, DATA 2023, Rome, Italy, July 11-13, 2023. SCITEPRESS, 2023
Mst. Shapna Akter, Hossain Shahriar, Nova Ahmed, Alfredo Cuzzocrea, Deep Learning Approach for Classifying the Aggressive Comments on Social Media: Machine Translated Data Vs Real Life Data. CoRR abs/2303.07484, 2023
Mst. Shapna Akter, Hossain Shahriar, Alfredo Cuzzocrea, Nova Ahmed, Carson K. Leung, Handwritten Word Recognition using Deep Learning Approach: A Novel Way of Generating Handwritten Words. CoRR abs/2303.07514, 2023
Mst. Shapna Akter, Hossain Shahriar, Sweta Sneha, Alfredo Cuzzocrea, Multi-class Skin Cancer Classification Architecture Based on Deep Convolutional Neural Network. CoRR abs/2303.07520, 2023
Mst. Shapna Akter, Hossain Shahriar, Alfredo Cuzzocrea, Autism Disease Detection Using Transfer Learning Techniques: Performance Comparison Between Central Processing Unit vs Graphics Processing Unit Functions for Neural Networks. CoRR abs/2306.00283, 2023
Mst. Shapna Akter, Hossain Shahriar, Juan Rodriguez Cardenas, Sheikh Iqbal Ahamed, Alfredo Cuzzocrea, Feature Engineering-Based Detection of Buffer Overflow Vulnerability in Source Code Using Neural Networks. CoRR abs/2306.07981, 2023
Mst. Shapna Akter, Md. Jobair Hossain Faruk, Nafisa Anjum, Mohammad Masum, Hossain Shahriar, Akond Rahman, Fan Wu, Alfredo Cuzzocrea, Software Supply Chain Vulnerabilities Detection in Source Code: Performance Comparison between Traditional and Quantum Machine Learning Algorithms. CoRR abs/2306.08060, 2023
Mst. Shapna Akter, Hossain Shahriar, Alfredo Cuzzocrea, A Trustable LSTM-Autoencoder Network for Cyberbullying Detection on Social Media Using Synthetic Data. CoRR abs/2308.09722, 2023
2022
Alfredo Cuzzocrea, Panagiotis Karras, Akrivi Vlachou, Effective and Efficient Skyline Query Processing over Attribute-order-Preserving-Free Encrypted Data in Cloud-enabled Databases. Future Generation Computer Systems 126, pp. 237-251, 2022
Alfredo Cuzzocrea, Filippo Furfaro, Domenico Saccà, Towards a Grid-Based Framework for Supporting Range Aggregate Queries Over Big Sensor Network Readings: Overview, Management, and Applications. International Journal of Distributed Systems and Technologies 13(1), pp. 1-20, 2022
Alfredo Cuzzocrea, Edoardo Fadda, Enzo Mumolo, Cyber-Attack Detection via Non-Linear Prediction of IP Addresses: An Innovative Big Data Analytics Approach. Multimedia Tools and Applications 81(1), pp. 171-189, 2022
Antonio Coronato, Alfredo Cuzzocrea, An Innovative Risk Assessment Methodology for Medical Information Systems. IEEE Transactions on Knowledge and Data Engineering 34(7), pp. 3095-3110, 2022
Bamibo C. Isichei, Carson K. Leung, Lam Thu Nguyen, Luke B. Morrow, Anh Tuan Ngo, Trang Doan Pham, Alfredo Cuzzocrea, Sports Data Management, Mining, and Visualization. AINA 2022, pp. 141-153, 2022
Mst. Shapna Akter, Hossain Shahriar, Sweta Sneha, Alfredo Cuzzocrea, Multi-class Skin Cancer Classification Architecture Based on Deep Convolutional Neural Network. IEEE Big Data 2022, pp. 5404-5413, 2022
Mst. Shapna Akter, Hossain Shahriar, Alfredo Cuzzocrea, Nova Ahmed, Carson K. Leung, Handwritten Word Recognition using Deep Learning Approach: A Novel Way of Generating Handwritten Words. IEEE Big Data 2022, pp. 5414-5423, 2022
Brian Daley, Qudrat E. Alahy Ratul, Edoardo Serra, Alfredo Cuzzocrea, GAPS: Generality and Precision with Shapley Attribution. IEEE Big Data 2022, pp. 5444-5450, 2022
Jagan Mohan Reddy, Abhishek Attuluri, Abhinay Kolli, Nazmus Sakib, Hossain Shahriar, Alfredo Cuzzocrea, A Crowd Source System for YouTube Big Data Analytics: Unpacking Values from Data Sprawl. IEEE Big Data 2022, pp. 5451-5457, 2022
Emrul Hasan, Chen Ding, Alfredo Cuzzocrea, Multi-criteria Rating and Review based Recommendation Model. IEEE Big Data 2022, pp. 5494-5503, 2022
Mohammad Masum, Nafisa Anjum, Md Jobair Hossain Faruk, Hossain Shahriar, Nazmus Sakib, Maria Valero, Mohammed Karim, Akond Rahman, Fan Wu, Alfredo Cuzzocrea, A Novel Machine Learning Based Framework for Bridge Condition Analysis. IEEE Big Data 2022, pp. 5530-5535, 2022
Mst. Shapna Akter, Md Jobair Hossain Faruk, Nafisa Anjum, Mohammad Masum, Hossain Shahriar, Nazmus Sakib, Akond Rahman, Fan Wu, Alfredo Cuzzocrea, Software Supply Chain Vulnerabilities Detection in Source Code: Performance Comparison between Traditional and Quantum Machine Learning Algorithms. IEEE Big Data 2022, pp. 5639-5645, 2022
Mst. Shapna Akter, Hossain Shahriar, Nova Ahmed, Alfredo Cuzzocrea, Deep Learning Approach for Classifying the Aggressive Comments on Social Media: Machine Translated Data Vs Real Life Data. IEEE Big Data 2022, pp. 5646-5655, 2022
Giuseppe Cascavilla, Reinier Zwart, Damian A. Tamburri, Alfredo Cuzzocrea, Explaining IoT Attacks: An Effective and Efficient Semi-Supervised Learning Framework. IEEE Big Data 2022, pp. 5662-5671, 2022
Md Jobair Hossain Faruk, Hossain Shahriar, Kai Qian, Dan Lo, Michael E. Whitman, Alfredo Cuzzocrea, Fan Wu, Victor Clincy, Authentic Learning of Machine Learning in Cybersecurity with Portable Hands-on Labware: Neural Network Algorithms for Network Denial of Service (DOS) Detection. IEEE Big Data 2022, pp. 5715-5720, 2022
Sabrina Ichou, Slimane Hammoudi, Amel Benna, Abdelkrim Meziane, Alfredo Cuzzocrea, Privacy and Security of Mobile Users in Smart Cities: A Reference Architecture. IEEE Big Data 2022, pp. 5741-5746, 2022
Bishal Lakha, Sara Lilly Mount, Edoardo Serra, Alfredo Cuzzocrea, Anomaly Detection in Cybersecurity Events Through Graph Neural Network and Transformer Based Model: A Case Study with BETH Dataset. IEEE Big Data 2022, pp. 5756-5764, 2022
Alfredo Cuzzocrea, Multidimensional Big Data Analytics over Big Web Knowledge Bases: Models, Issues, Research Trends, and a Reference Architecture. IEEE BigMM 2022, pp. 1-6, 2022
Andrea Cartolano, Alfredo Cuzzocrea, Giovanni Pilato, Giorgio Mario Grasso, Explainable AI at Work! What Can It Do for Smart Agriculture? IEEE BigMM 2022, pp. 87-93, 2022
Alfredo Cuzzocrea, Majid Abbasi Sisara, Carmine Gallo, Experimental Analysis and Verification of a Multi-modal-Biometrics Identity Verification Framework Based on the Dempster-Shafer Theory. CISIS 2022, pp. 118-129, 2022
Alfredo Cuzzocrea, Hiroki Kashiwazaki, Dave Towey, Ji-Jiang Yang, IEEE COMPSAC 2022 Co-Located Workshops Summary. IEEE COMPSAC 2022, pp. 1-3, 2022
Adam B. Bouttell, Sijin Lee, Carson K. Leung, Martin J. Levesque, Seunggon Son, Weihong Zhang, Alfredo Cuzzocrea, Predictive Analytics for Supporting Environmental Sustainability and Disaster Management. IEEE COMPSAC 2022, pp. 1256-1261, 2022
Kyle R. Boch, Freyja C. Kristjanson, Carson K. Leung, Yu Liu, Andrea M. Unrau, Shuai April Zhang, Alfredo Cuzzocrea, Mining Popular Topics from the Media. IEEE COMPSAC 2022, pp. 1262-1267, 2022
Jagan Moahan Reddy Danda, Kumar Priyansh, Hossain Shahriar, Hisham Haddad, Alfredo Cuzzocrea, Nazmus Sakib, Predicting Mortality Rate based on Comprehensive Features of Intensive Care Unit Patients. IEEE COMPSAC 2022, pp. 1402-1407, 2022
Alfredo Cuzzocrea, Carson K. Leung, Mojtaba Hajian, Marshall D. Jackson, Effectively and Efficiently Supporting Predictive Big Data Analytics over Open Big Data in the Transportation Sector: A Bayesian Network Framework. IEEE DASC/PiCom/CBDCom/CyberSciTech 2022, pp. 1-8, 2022
Alfredo Cuzzocrea, Carson K. Leung, Selim Soufargi, Carmine Gallo, Siyuan Shang, Yubo Chen, OLAP over Big COVID-19 Data: A Real-Life Case Study. IEEE DASC/PiCom/CBDCom/CyberSciTech 2022, pp. 1-6, 2022
Alfredo Cuzzocrea, BigMDHealth: Supporting Multidimensional Big Data Management and Analytics over Big Healthcare Data via Effective and Efficient Multidimensional Aggregate Queries over Key-Value Stores. DaSET 2022, pp. 187-194, 2022
Paul O. Brown, Meng Ching Chiang, Shiqing Guo, Yingzi Jin, Carson K. Leung, Evan L. Murray, Adam G. M. Pazdor, Alfredo Cuzzocrea, Mahalanobis Distance Based K-Means Clustering. DaWaK 2022, pp. 256-262, 2022
Alfredo Cuzzocrea, Giovanni Pilato, Andrea Cartolano, eXplainable AI for Smart Agriculture. DMSVIVA 2022, pp. 69-76, 2022
Matthew Kwiatkowski, Benjamin J. Zacharias, Carson K. Leung, PokYee Joey Tsu, Joshua M. Thomas, Michael Kolisnyk, Alfredo Cuzzocrea, A Fuzzy-Logic Based Multi-Dimensional Analysis of Traffic Incident Data. IEEE FUZZ-IEEE 2022, pp. 1-8, 2023
Nguyen Duy Thong Jase Tran, Carson K. Leung, Tanisha Turner, S. Tommy Wu, Nurida Karimbaeva, Juhee Kim, Alfredo Cuzzocrea, Transportation Analytics with Fuzzy Logic and Regression. IEEE FUZZ-IEEE 2022, pp. 1-8, 2022
Alfredo Cuzzocrea, Pablo García Bringas, CORE-BCD-mAI: A Composite Framework for Representing, Querying, and Analyzing Big Clinical Data by Means of Multidimensional AI Tools. HAIS 2022, pp. 175-185, 2022
Pau Figuera, Alfredo Cuzzocrea, Pablo García Bringas, Generalized Fisher Kernel with Bregman Divergence. HAIS 2022, pp. 186-194, 2022
Alfredo Cuzzocrea, Edoardo Fadda, Emilio Leonardi, Effective and Efficient Heuristic Approaches for Solving the Capacitated P-Median Clustering Problem. ACM ICCBDC 2022, pp. 12-18, 2022
Alessandro Baldo, Alfredo Cuzzocrea, Edoardo Fadda, Towards a Bayesian-Neural-Networks Framework for Scaling Posterior Distributions over Different-Curation Datasets. ACM ICCBDC 2022, pp. 71-77, 2022
Alfredo Cuzzocrea, Majid Abbasi Sisara, Carson K. Leung, Yan Wen, Fan Jiang, Effectively and Efficiently Supporting Visual Big Data Analytics over Big Sequential Data: An Innovative Data Science Approach. ICCSA 2022, pp. 113-125, 2022
Alfredo Cuzzocrea, Scalable Joins over Big Data Streams: Actual and Future Research Trends. IEEE ICDM (Workshops) 2022, pp. 1016-1019, 2022
Alfredo Cuzzocrea, Edoardo Fadda, Virus Spread Modeling and Simulation: A Behavioral Parameters Approach and Its Application to Covid-19. ICEIS 2022, pp. 187-193, 2022
Alfredo Cuzzocrea, Compressing Big OLAP Data Cubes in Big Data Analytics Systems: New Paradigms and Future Research Perspectives. ICSBT 2022, pp. 156-175, 2022
Alfredo Cuzzocrea, Carson K. Leung, Selim Soufargi, Anifat M. Olawoyin, The Emerging Challenges of Big Data Lakes, and a Real-Life Framework for Representing, Managing and Supporting Machine Learning on Big Arctic Data. INCoS 2022, pp. 161-174, 2022
Alfredo Cuzzocrea, Selim Soufargi, Alessandro Baldo, Edoardo Fadda, Scaling Posterior Distributions over Differently-Curated Datasets: A Bayesian-Neural-Networks Methodology. ISMIS 2022, pp. 198-208, 2022
Valeria Fionda, Gianluigi Greco, Marco Antonio Mastratisi, Reasoning about Smart Contracts via LTL Encoding. SEBD 2022, pp. 309-316, 2022
Alfredo Cuzzocrea, Majid Abbasi Sisara, Kristijan Lenac, Enzo Mumolo, Supporting Big Moving Objects Tracking and Analysis: An Innovative Scan-Matching Algorithm. SEBD 2022, pp. 404-414, 2022
Alfredo Cuzzocrea, Christophe Cerisara, Mojtaba Hajian, Risk Analysis for Unsupervised Privacy-Preserving Tools. SEBD 2022, pp. 601-609, 2022
Hong Va Leong, Sahra Sedigh Sarvestani, Yuuichi Teranishi, Alfredo Cuzzocrea, Hiroki Kashiwazaki, Dave Towey, Ji-Jiang Yang, Hossain Shahriar, 46th IEEE Annual Computers, Software, and Applications Conferenc, COMPSAC 2022, Los Alamitos, CA, USA, June 27 - July 1, 2022. IEEE, 2022
Alfredo Cuzzocrea, Oleg Gusikhin, Wil M. P. van der Aalst, Slimane Hammoudi, Proceedings of the 11th International Conference on Data Science, Technology and Applications, DATA 2022, Lisbon, Portugal, July 11-13, 2022. SCITEPRESS, 2022
Christine Strauss, Alfredo Cuzzocrea, Gabriele Kotsis, A Min Tjoa, Ismail Khalil, Database and Expert Systems Applications - 33rd International Conference, DEXA 2022, Vienna, Austria, August 22-24, 2022, Proceedings, Part I. Lecture Notes in Computer Science 13426, Springer, 2022
Christine Strauss, Alfredo Cuzzocrea, Gabriele Kotsis, A Min Tjoa, Ismail Khalil, Database and Expert Systems Applications - 33rd International Conference, DEXA 2022, Vienna, Austria, August 22-24, 2022, Proceedings, Part II. Lecture Notes in Computer Science 13427, Springer, 2022
Md Jobair Hossain Faruk, Hossain Shahriar, Maria Valero, Farhat Lamia Barsha, Shahriar Sobhan, Md Abdullah Khan, Michael E. Whitman, Alfredo Cuzzocrea, Dan Chia-Tien Lo, Akond Rahman, Fan Wu, Malware Detection and Prevention using Artificial Intelligence Techniques. CoRR abs/2206.12770, 2022
Ryan Shivers, Mohammad Ashiqur Rahman, Md Jobair Hossain Faruk, Hossain Shahriar, Alfredo Cuzzocrea, Victor Clincy, Ride-Hailing for Autonomous Vehicles: Hyperledger Fabric-Based Secure and Decentralize Blockchain Platform. CoRR abs/2207.03525, 2022
Mohammad Masum, Hossain Shahriar, Hisham Haddad, Md Jobair Hossain Faruk, Maria Valero, Md Abdullah Khan, Mohammad Ashiqur Rahman, Muhaiminul I. Adnan, Alfredo Cuzzocrea, Bayesian Hyperparameter Optimization for Deep Neural Network-Based Network Intrusion Detection. CoRR abs/2207.09902, 2022
2021
Kristijan Lenac, Alfredo Cuzzocrea, Enzo Mumolo, A Novel Genetic Scan-Matching-Based Registration Algorithm for Supporting Moving Objects Tracking Effectively and Efficiently. IEEE Access 9, pp. 91741-91753, 2021
Claudio Demartini, Leila De Floriani, Ji-Jiang Yang, Alfredo Cuzzocrea, Hossain Shahriar, Sorel Reisman, Mohammad Zulkernine, IEEE COMPSAC 2022. Computer 54(12), art. 27, 2021
Alfredo Cuzzocrea, Giovanni Pilato, A Composite Framework for Supporting User Emotion Detection based on Intelligent Taxonomy Handling. Logic Journal of the IGPL 29(2), pp. 207-219, 2021
Alfredo Cuzzocrea, Carson K. Leung, S. Sourav, Bryan H. Wodi, An Effective and Efficient Framework for Fast Privacy-Preserving Keyword Search on Encrypted Outsourced Cloud Data. Journal of Ubiquitous Systems and Pervasive Networks 15(2), pp. 43-53, 2021
Alfredo Cuzzocrea, Luca Camilotti, Enzo Mumolo, Ceiling-Vision-Based Mobile Object Self-Localization: A Composite Framework. Journal of Visual Language and Computing 2021(2), pp. 1-9, 2021
Alfredo Cuzzocrea, Giosuè Lo Bosco, Mariano Maiorana, Giovanni Pilato, Daniele Schicchi, Supporting Emotion Automatic Detection and Analysis over Real-Life Text Corpora via Deep Learning: Model, Methodology and Framework. Journal of Visual Language and Computing 2021(2), pp. 33-38, 2021
Teresa Alcamo, Alfredo Cuzzocrea, Giovanni Pilato, Daniele Schicchi, Sentiment Mining and Analysis over Text Corpora via Complex Deep Learning Neural Architectures. Journal of Data Intelligence 2(4), pp. 448-461, 2021
Isabelle M. Anderson-Grégoire, Kaitlyn A. Horner, Carson K. Leung, Delica S. Leboe-McGowan, Anifat M. Olawoyin, Beni Reydman, Alfredo Cuzzocrea, A Big Data Science Solution for Analytics on Moving Objects. AINA 2021, pp. 133-145, 2021
Alfredo Cuzzocrea, Luca Camilotti, Enzo Mumolo, An Innovative Monocular Mobile Object Self-localization Approach Based on Ceiling Vision. AINA 2021, pp. 713-730, 2021
Sara R. Marceglia, Vania Manzelli, Pierluigi D'Antrassi, Alfredo Cuzzocrea, Annamaria Caruso, Marco Prenassi, Chiara Savino, Maria Teresa De Pippo, Stefano Lenzi, Roberta Ferrucci, Costanza Conti, Giulia Candiani, Francesca Memini, Elda Judica, Massimo Corbo, Marianna Masiero, Gabriella Pravettoni, PainRE-Life: A FHIR Based HUB for the Management and Support of Patients with Chronic Pain. AMIA 2021
Michele Coscia, Alfredo Cuzzocrea, Kai Shu, Advances in Social Network Analysis and Mining in the Big Data Era: Overview of the IEEE/ACM ASONAM 2021 International Conference. IEEE ASONAM 2021, pp. 11-12
Alfredo Cuzzocrea, Big Data Lakes: Models, Frameworks, and Techniques. IEEE BigComp 2021, pp. 1-4, 2021
Alfredo Cuzzocrea, Ernesto Damiani, Privacy-Preserving Big Data Exchange: Models, Issues, Future Research Directions. IEEE BigData 2021, pp. 5081-5084, 2021
Brian Daley, Edoardo Serra, Alfredo Cuzzocrea, Identifying Malicious Users in the Offshore Leaks Networks via Structural Node Representation Learning. IEEE BigData 2021, pp. 5095-5101, 2022
Anifat M. Olawoyin, Carson K. Leung, Alfredo Cuzzocrea, Open Data Lake to Support Machine Learning on Arctic Big Data. IEEE BigData 2021, pp. 5215-5224, 2021
Qudrat E. Alahy Ratul, Edoardo Serra, Alfredo Cuzzocrea, Evaluating Attribution Methods in Machine Learning Interpretability. IEEE BigData 2021, pp. 5239-5245, 2021
Justin Carpenter, Janet Layne, Edoardo Serra, Alfredo Cuzzocrea, Detecting Botnet Nodes via Structural Node Representation Learning. IEEE BigData 2021, pp. 5357-5364, 2021
Christophe Cerisara, Alfredo Cuzzocrea, Unsupervised Risk for Privacy. IEEE BigData 2021, pp. 5365-5368, 2021
Md Jobair Hossain Faruk, Hossain Shahriar, Maria Valero, Farhat Lamia Barsha, Shahriar Sobhan, Md Abdullah Khan, Michael E. Whitman, Alfredo Cuzzocrea, Dan C. Lo, Akond Rahman, Fan Wu, Malware Detection and Prevention using Artificial Intelligence Techniques. IEEE BigData 2021, pp. 5369-5377, 2021
Mohammad Masum, Hossain Shahriar, Hisham Haddad, Md Jobair Hossain Faruk, Maria Valero, Md Abdullah Khan, Mohammad Ashiqur Rahman, Muhaiminul I. Adnan, Alfredo Cuzzocrea, Fan Wu, Bayesian Hyperparameter Optimization for Deep Neural Network-Based Network Intrusion Detection. IEEE BigData 2021, pp. 5413-5419, 2021
Anifat M. Olawoyin, Carson K. Leung, Alfredo Cuzzocrea, Privacy-Preserving Publishing and Visualization of Spatial-Temporal Information. IEEE BigData 2021, pp. 5420-5429, 2021
Miguel Quebrado, Edoardo Serra, Alfredo Cuzzocrea, Android Malware Identification and Polymorphic Evolution Via Graph Representation Learning. IEEE BigData 2021, pp. 5441-5449, 2021
Ryan Shivers, Mohammad Ashiqur Rahman, Md Jobair Hossain Faruk, Hossain Shahriar, Alfredo Cuzzocrea, Victor Clincy, Ride-Hailing for Autonomous Vehicles: Hyperledger Fabric-Based Secure and Decentralize Blockchain Platform. IEEE BigData 2021, pp. 5450-5459, 2021
Wesley Fitters, Alfredo Cuzzocrea, Marwan Hassani, Enhancing LSTM Prediction of Vehicle Traffic Flow Data via Outlier Correlations. IEEE COMPSAC 2021, pp. 210-217, 2021
Marshall D. Jackson, Carson K. Leung, M. Diarra B. Mbacke, Alfredo Cuzzocrea, A Bayesian Framework for Supporting Predictive Analytics over Big Transportation Data. IEEE COMPSAC 2021, pp. 332-337, 2021
Antonio Coronato, Alfredo Cuzzocrea, A Markovian Probabilistic Model for Risk Analysis and Forecasting in Big Healthcare Data Settings. IEEE COMPSAC 2021, pp. 652-662, 2021
Tianlei Wang, James D. Harvey, Carson K. Leung, Adam G. M. Pazdor, Animesh Singh Chauhan, Lihe Fan, Alfredo Cuzzocrea, Distributed Big Data Computing for Supporting Predictive Analytics of Service Requests. IEEE COMPSAC 2021, pp. 1723-1728, 2021
Alfredo Cuzzocrea, Kristijan Lenac, Enzo Mumolo, Enhancing Scan Matching Algorithms via Genetic Programming for Supporting Big Moving Objects Tracking and Analysis in Emerging Environments. DEXA 2021, pp. 348-360, 2021
Alfredo Cuzzocrea, Giosuè Lo Bosco, Mariano Maiorana, Giovanni Pilato, Daniele Schicchi, Towards A Deep-Learning-Based Methodology for Supporting Satire Detection (S). DMSVIVA 2021, pp. 92-96, 2021
Alfredo Cuzzocrea, Luca Camilotti, Enzo Mumolo, A Novel Framework for Supporting Mobile Object Self-Localization via Emerging Artificial Intelligence Tools. DMSVIVA 2021, pp. 97-103, 2021
Animesh Singh Chauhan, Alfredo Cuzzocrea, Lihe Fan, James D. Harvey, Carson K. Leung, Adam G. M. Pazdor, Tianlei Wang, Predictive Big Data Analytics for Service Requests: A Framework. EUSPN/ICTH 2021, pp. 102-111, 2021
Alfredo Cuzzocrea, Carson K. Leung, Anifat M. Olawoyin, Edoardo Fadda, Supporting Privacy-Preserving Big Data Analytics on Temporal Open Big Data. EUSPN/ICTH 2021, pp. 112-121, 2021
Gabriella Casalino, Alfredo Cuzzocrea, Giosuè Lo Bosco, Mariano Maiorana, Giovanni Pilato, Daniele Schicchi, A Novel Approach for Supporting Italian Satire Detection Through Deep Learning. FQAS 2021, pp. 170-181, 2021
José Gaviria de la Puerta, Iker Pastor-López, Javier Salcedo-Hernández, Alberto Tellaeche, Borja Sanz, Hugo Sanjurjo-González, Alfredo Cuzzocrea, Pablo García Bringas, Content-Based Authorship Identification for Short Texts in Social Media Networks. HAIS 2021, pp. 27-37, 2021
Alessandro Baldo, Alfredo Cuzzocrea, Edoardo Fadda, Pablo García Bringas, Financial Forecasting via Deep-Learning and Machine-Learning Tools over Two-Dimensional Objects Transformed from Time Series. HAIS 2021, pp. 550-563, 2021
Alfredo Cuzzocrea, Paolo Ciancarini, SeDaSOMA: A Framework for Supporting Serendipitous, Data-As-A-Service-Oriented, Open Big Data Management and Analytics. ACM ICCBDC 2021, pp. 1-7, 2021
Alfredo Cuzzocrea, Edoardo Fadda, Alessandro Baldo, Lyapunov Central Limit Theorem: Theoretical Properties and Applications in Big-Data-Populated Smart City Settings. ACM ICCBDC 2021, pp. 34-38, 2021
Alfredo Cuzzocrea, Francesco Mercaldo, Fabio Martinelli, A Framework for Supporting Ransomware Detection and Prevention Based on Hybrid Analysis. ICCSA 2021, pp. 16-27, 2021
Alfredo Cuzzocrea, Francesco Mercaldo, Fabio Martinelli, A Neural-Network-Based Framework for Supporting Driver Classification and Analysis. ICCSA 2021, pp. 28-39, 2021
Alfredo Cuzzocrea, Francesco Mercaldo, Fabio Martinelli, A Machine-Learning-Based Framework for Supporting Malware Detection and Analysis. ICCSA 2021, pp. 353-365, 2021
Alfredo Cuzzocrea, Edoardo Fadda, Adaptive Complex Data-Intensive Web Systems via Object-oriented Paradigms: A Real-life Case Study. ICEIS 2021, pp. 565-572, 2021
Alfredo Cuzzocrea, Enzo Mumolo, Dempster-Shafer-Based Fusion of Multi-Modal Biometrics for Supporting Identity Verification Effectively and Efficiently. IEEE ICHMS 2021, pp. 1-8, 2021
Carson K. Leung, Yan Wen, Chenru Zhao, Hao Zheng, Fan Jiang, Alfredo Cuzzocrea, A Visual Data Science Solution for Visualization and Visual Analytics of Big Sequential Data. IEEE IV 2021, pp. 229-234, 2021
Alfredo Cuzzocrea, Enzo Mumolo, Edoardo Fadda, Selim Soufargi, Carson K. Leung, Non-Linear Analytic Prediction of IP Addresses for Supporting Cyber Attack Detection and Analysis. SEBD 2021, pp. 13-23, 2021
Alfredo Cuzzocrea, Ernesto Damiani, Hamda Al-Ali, Rabeb Mizouni, Ghalia Tello, Edoardo Fadda, From Low-Level-Event-Logs to High-Level-Business-Process-Model-Activities: An Advanced Framework based on Machine Learning and Flexible BPMN Model Translation. SEBD 2021, pp. 94-104, 2021
Edoardo Serra, Mikel Joaristi, Alfredo Cuzzocrea, Selim Soufargi, Carson K. Leung, An Effective and Efficient Graph Representation Learning Approach for Big Graphs. SEBD 2021, pp. 140-149, 2021
Alfredo Cuzzocrea, Innovative Paradigms for Supporting Privacy-Preserving Multidimensional Big Healthcare Data Management and Analytics: The Case of the EU H2020 QUALITOP Research Project. SWH@ISWC 2021, pp. 1-7, 2021
Alfredo Cuzzocrea, Scalable Query Processing and Query Engines over Cloud Databases: Models, Paradigms, Techniques, Future Challenges. ACM SSDBM 2021, pp. 272-275, 2021
Alfredo Cuzzocrea, Temporal Big Data Analytics: New Frontiers for Big Data Analytics Research (Panel Description). TIME 2021, pp. 4:1-4:7, 2021
Michele Coscia, Alfredo Cuzzocrea, Kai Shu, Ralf Klamma, Sharyn O'Halloran, Jon G. Rokne, ASONAM '21: International Conference on Advances in Social Networks Analysis and Mining, Virtual Event, The Netherlands, November 8 - 11, 2021. ACM, 2021
Yixin Chen, Heiko Ludwig, Yicheng Tu, Usama M. Fayyad, Xingquan Zhu, Xiaohua Hu, Suren Byna, Xiong Liu, Jianping Zhang, Shirui Pan, Vagelis Papalexakis, Jianwu Wang, Alfredo Cuzzocrea, Carlos Ordonez, 2021 IEEE International Conference on Big Data (Big Data), Orlando, FL, USA, December 15-18, 2021. IEEE, 2021
2020
Alfredo Cuzzocrea, Enzo Mumolo, Giorgio Mario Grasso, An Effective and Efficient Genetic-Fuzzy Algorithm for Supporting Advanced Human-Machine Interfaces in Big Data Settings. Algorithms 13(1), art. 13, 2020
Rocco Langone, Alfredo Cuzzocrea, Nikolaos Skantzos, Interpretable Anomaly Prediction: Predicting anomalous behavior in industry 4.0 settings via regularized logistic regression tools. Data & Knowledge Engineering 130, art. 101850, 2020
Alfredo Cuzzocrea, Timos Sellis, Extending Big Data Management via Semantics: Recent Innovations. Information Systems 88, 2020
Agnese Augello, Angelo Ciulla, Alfredo Cuzzocrea, Salvatore Gaglio, Giovanni Pilato, Filippo Vella, An Innovative System for Supporting Acquisition and Reproduction of Gestures in Storytelling Humanoid Robots. Journal of Visual Language and Computing 2020(1), pp. 17-26, 2020
Alfredo Cuzzocrea, Enzo Mumolo, An Effective and Efficient Machine-Learning-Based Framework for Supporting Event Detection and Analysis in Complex Environments. Journal of Visual Language and Computing 2020(1), pp. 37-45, 2020
Hamda Al-Ali, Alfredo Cuzzocrea, Ernesto Damiani, Rabeb Mizouni, Ghalia Tello, A Composite Machine-Learning-based Framework for Supporting Low-Level Event Logs to High-Level Business Process Model Activities Mappings Enhanced by Flexible BPMN Model Translation. Soft Computing 24(10), pp. 7557-7578, 2020
Alfredo Cuzzocrea, Giovanni Pilato, An Innovative User-Attentive Framework for Supporting Real-Time Detection and Mining of Streaming Microblog Posts. Soft Computing 24(13), pp. 9663-9682, 2020
Alfredo Cuzzocrea, Nickerson Ferreira, Pedro Furtado, A Rewrite/Merge Approach for Supporting Real-Time Data Warehousing via Lightweight Data Integration. The Journal of Supercomputing 76(5), pp. 3898-3922, 2020
Joglas Souza, Carson K. Leung, Alfredo Cuzzocrea, An Innovative Big Data Predictive Analytics Framework over Hybrid Big Data Sources with an Application for Disease Analytics. AINA 2020, pp. 669-680, 2020
Rocco Langone, Alfredo Cuzzocrea, Nikolaos Skantzos, A Flexible and Interpretable Framework for Predicting Anomalous Behavior in Industry 4.0 Environments. AINA 2020, pp. 693-702, 2020
Mohammad Masum, Hossain Shahriar, Hisham M. Haddad, Sheikh Iqbal Ahamed, Sweta Sneha, Mohammad Ashiqur Rahman, Alfredo Cuzzocrea, Actionable Knowledge Extraction Framework for COVID-19. IEEE BigData 2020, pp. 4036-4041, 2020
Anifat M. Olawoyin, Carson K. Leung, Alfredo Cuzzocrea, Preserving Privacy of Temporal Big Data. IEEE BigData 2020, pp. 4042-4051, 2020
Oxana Korzh, Ashish Sharma, Mikel Joaristi, Edoardo Serra, Alfredo Cuzzocrea, An Innovative Framework for Supporting Remote Sensing in Image Processing Systems via Deep Transfer Learning. IEEE BigData 2020, pp. 5098-5107, 2020
Carson K. Leung, Yubo Chen, Calvin S. H. Hoi, Siyuan Shang, Alfredo Cuzzocrea, Machine Learning and OLAP on Big COVID-19 Data. IEEE BigData 2020, pp. 5118-5127, 2020
Arjun Pandya, Oluwatobiloba Odunsi, Chen Liu, Alfredo Cuzzocrea, Jianwu Wang, Adaptive and Efficient Streaming Time Series Forecasting with Lambda Architecture and Spark. IEEE BigData 2020, pp. 5182-5190, 2020
Edoardo Serra, Mikel Joaristi, Alfredo Cuzzocrea, Large-scale Sparse Structural Node Representation. IEEE BigData 2020, pp. 5247-5253, 2020
Alfredo Cuzzocrea, Vincenzo De Maio, Edoardo Fadda, Experimenting and Assessing a Distributed Privacy-Preserving OLAP over Big Data Framework: Principles, Practice, and Experiences. IEEE COMPSAC 2020, pp. 1344-1350, 2020
Alfredo Cuzzocrea, Advanced, Privacy-Preserving and Approximate Big Data Management and Analytics in Distributed Environments: What is Now and What is Next. IEEE COMPSAC 2020, pp. 1564-1568, 2020
Enzo Mumolo, Edoardo Fadda, Marco Tessarotto, Alfredo Cuzzocrea, Supporting Cyber Attack Detection via Non-Linear Analytic Prediction of IP Addresses: A Big Data Analytics Technique. DMSVIVA 2020, pp. 28-33, 2020
Alfredo Cuzzocrea, Giovanni Pilato, Towards an Intelligent System for Supporting Gesture Acquisition and Reproduction in Humanoid Robots (S). DMSVIVA 2020, pp. 82-86, 2020
Alfredo Cuzzocrea, Carson K. Leung, Deyu Deng, Jiaxing Jason Mai, Fan Jiang, Edoardo Fadda, A Combined Deep-Learning and Transfer-Learning Approach for Supporting Social Influence Prediction. EUSPN/ICTH 2020, pp. 170-177, 2020
Alfredo Cuzzocrea, Carson K. Leung, Bryan H. Wodi, S. Sourav, Edoardo Fadda, An Effective and Efficient Technique for Supporting Privacy-Preserving Keyword-Based Search over Encrypted Data in Clouds. EUSPN/ICTH 2020, pp. 509-515, 2020
Carson K. Leung, Jonathan D. Elias, Shael M. Minuk, A. Roy R. de Jesus, Alfredo Cuzzocrea, An Innovative Fuzzy Logic-Based Machine Learning Algorithm for Supporting Predictive Analytics on Big Transportation Data. IEEE FUZZ-IEEE 2020, pp. 1-8, 2020
Alfredo Cuzzocrea, Uncertainty and Imprecision in Big Data Management: Models, Issues, Paradigms, and Future Research Directions. ACM ICCBDC 2020, pp. 6-9, 2020
Alfredo Cuzzocrea, OLAPing Big Social Data: Multidimensional Big Data Analytics over Big Social Data Repositories. ACM ICCBDC 2020, pp. 15-19, 2020
Agnese Augello, Angelo Ciulla, Alfredo Cuzzocrea, Salvatore Gaglio, Giovanni Pilato, Filippo Vella, A Kinect-Based Gesture Acquisition and Reproduction System for Humanoid Robots. ICCSA 2020, pp. 967-977, 2020
Alfredo Cuzzocrea, Enzo Mumolo, Edoardo Fadda, Marco Tessarotto, A Novel Big Data Analytics Approach for Supporting Cyber Attack Detection via Non-linear Analytic Prediction of IP Addresses. ICCSA 2020, pp. 978-991, 2020
Milos Ajcevic, Aleksandar Miladinovic, Giulia Silveri, Giovanni Furlanis, Tommaso Cillotto, Alex Buoite Stella, Paola Caruso, Maja Ukmar, Marcello Naccarato, Alfredo Cuzzocrea, Paolo Manganotti, Agostino Accardo, A Big-Data Variational Bayesian Framework for Supporting the Prediction of Functional Outcomes in Wake-Up Stroke Patients. ICCSA 2020, pp. 992-1002, 2020
Giuseppe Di Fatta, Victor S. Sheng, Alfredo Cuzzocrea, The IEEE ICDM 2020 Workshops. IEEE ICDM (Workshops) 2020, pp. 26-29
Alfredo Cuzzocrea, Scalable Distributed Pivot Analysis over Massive Big Data: Models, Paradigms, New Advancements. IEEE ICDM (Workshops) 2020, pp. 696-700, 2020
Alfredo Cuzzocrea, Carlo Zaniolo, Message from the ICDM 2020 General Chairs. IEEE ICDM (Workshops) 2020, pp. 21, 2020
Carson K. Leung, Daryl L. X. Fung, Saad B. Mushtaq, Owen T. Leduchowski, Robert Luc Bouchard, Hui Jin, Alfredo Cuzzocrea, Christine Y. Zhang, Data Science for Healthcare Predictive Analytics. ACM IDEAS 2020, pp. 8:1-8:10, 2020
Teresa Alcamo, Alfredo Cuzzocrea, Giosuè Lo Bosco, Giovanni Pilato, Daniele Schicchi, Analysis and Comparison of Deep Learning Networks for Supporting Sentiment Mining in Text Corpora. ACM iiWAS 2020, pp. 91-96, 2020
Carson K. Leung, Yubo Chen, Calvin S. H. Hoi, Siyuan Shang, Yan Wen, Alfredo Cuzzocrea, Big Data Visualization and Visual Analytics of COVID-19 Data. IEEE IV 2020, pp. 415-420, 2020
Carlos Ordonez, Zhibo Chen, Alfredo Cuzzocrea, Javier García-García, An Intelligent Visual Big Data Analytics Framework for Supporting Interactive Exploration and Visualization of Big OLAP Cubes. IEEE IV 2020, pp. 421-427, 2020
Alfredo Cuzzocrea, Francesco Mercaldo, Fabio Martinelli, A Deep-Learning-Based Framework for Supporting Analysis and Detection of Attacks on CAN Buses. KES 2020, pp. 2999-3008, 2020
Paul Patrick F. Balbin, Jackson C. R. Barker, Carson K. Leung, Marvin Tran, Riley P. Wall, Alfredo Cuzzocrea, Predictive Analytics on Open Big Data for Supporting Smart Transportation Services. KES 2020, pp. 3009-3018, 2020
Alfredo Cuzzocrea, SPPOLAP: Computing Privacy-Preserving OLAP Data Cubes Effectively and Efficiently Algorithms, Complexity Analysis and Experimental Evaluation. KES 2020, pp. 3831-3842, 2020
Alfredo Cuzzocrea, Edoardo Fadda, Data-Intensive Object-Oriented Adaptive Web Systems: Implementing and Experimenting the OO-XAHM Framework. ACM MEDES 2020, pp. 115-123, 2020
Alfredo Cuzzocrea, Giovanni Pilato, Edoardo Fadda, User Emotion Detection via Taxonomy Management: An Innovative System. SEBD 2020, pp. 334-342, 2020
Alfredo Cuzzocrea, Multidimensional Clustering over Big Data: Models, Issues, Analysis, Emerging Trends. ACM SSDBM 2020, pp. 32:1-32:6, 2020
Wookey Lee, Luonan Chen, Yang-Sae Moon, Julien Bourgeois, Mehdi Bennis, Yu-Feng Li, Young-Guk Ha, Hyuk-Yoon Kwon, Alfredo Cuzzocrea, 2020 IEEE International Conference on Big Data and Smart Computing, BigComp 2020, Busan, Korea (South), February 19-22, 2020. IEEE, 2020
Claudia Plant, Haixun Wang, Alfredo Cuzzocrea, Carlo Zaniolo, Xindong Wu, 20th IEEE International Conference on Data Mining, ICDM 2020, Sorrento, Italy, November 17-20, 2020. IEEE, 2020
Giuseppe Di Fatta, Victor S. Sheng, Alfredo Cuzzocrea, Carlo Zaniolo, Xindong Wu, 20th International Conference on Data Mining Workshops, ICDM Workshops 2020, Sorrento, Italy, November 17-20, 2020. IEEE, 2020
Ebad Banissi, Farzad Khosrow-shahi, Anna Ursyn, Mark W. McK. Bannatyne, João Moura Pires, Nuno Datia, Kawa Nazemi, Boris Kovalerchuk, John Counsell, Andrew Agapiou, Zora Vrcelj, Hing-Wah Chau, Mengbi Li, Gehan Nagy, Richard Laing, Rita Francese, Muhammad Sarfraz, Fatma Bouali, Gilles Venturini, Marjan Trutschl, Urska Cvek, Heimo Müller, Minoru Nakayama, Marco Temperini, Tania Di Mascio, Filippo Sciarrone, Veronica Rossano, Ralf Dörner, Loredana Caruccio, Autilia Vitiello, Weidong Huang, Michele Risi, Ugo Erra, Razvan Andonie, Muhammad Aurangzeb Ahmad, Ana Figueiras, Alfredo Cuzzocrea, Mabule Samuel Mabakane, 24th International Conference on Information Visualisation, IV 2020, Melbourne, Australia, September 7-11, 2020. IEEE, 2020
2019
Xiuzhen Zhang, Shuliang Wang, Gao Cong, Alfredo Cuzzocrea, Social Big Data: Mining, Applications, and Beyond. Complexity 2019, pp. 2059075:1-2059075:2, 2019
Alfredo Cuzzocrea, Giorgio Mario Grasso, Massimiliano Nolich, Effective and Efficient Distributed Management of Big Clinical Data: A Framework. International Journal of Data Mining, Modelling and Management 11(3), pp. 284-313, 2019
Marwan Hassani, Daniel Töws, Alfredo Cuzzocrea, Thomas Seidl, BFSPMiner: An Effective and Efficient Batch-Free Algorithm for Mining Sequential Patterns over Data Streams. International Journal of Data Science and Analytics 8(3), pp. 223-239, 2019
Alfredo Cuzzocrea, Francesco Folino, Massimo Guarascio, Luigi Pontieri, Predictive Monitoring of Temporally-Aggregated Performance Indicators of Business Processes Against Low-Level Streaming Events. Information Systems 81, pp. 236-266, 2019
Alfredo Cuzzocrea, Enzo Mumolo, A Novel GPU-Aware Histogram-based Algorithm for Supporting Moving Object Segmentation in Big-Data-based IoT Application Scenarios. Information Sciences 496, pp. 592-612, 2019
Alfredo Cuzzocrea, Big Data Intelligence. Journal of Ambient Intelligence and Humanized Computing 10(9), pp. 3325-3327, 2019
Alfredo Cuzzocrea, Mohamed Medhat Gaber, Edoardo Fadda, Giorgio Mario Grasso, An Innovative Framework for Supporting Big Atmospheric Data Analytics via Clustering-based Spatio-Temporal Analysis. Journal of Ambient Intelligence and Humanized Computing 10(9), pp. 3383-3398, 2019
Massimiliano Nolich, Daniele Spoladore, Sara Carciotti, Raol Buqi, Marco Sacco, Cabin as a Home: A Novel Comfort Optimization Framework for IoT Equipped Smart Environments and Applications on Cruise Ships. Sensors 19(5), art. 1060, 2019
Carson K. Leung, Peter Braun, Alfredo Cuzzocrea, AI-Based Sensor Information Fusion for Supporting Deep Supervised Learning. Sensors 19(6), art. 1345, 2019
Bryan H. Wodi, Carson K. Leung, Alfredo Cuzzocrea, S. Sourav, Fast Privacy-Preserving Keyword Search on Encrypted Outsourced Data. IEEE BigData 2019, pp. 1-10, 2019
Carson K. Leung, Alfredo Cuzzocrea, Jiaxing Jason Mai, Deyu Deng, Fan Jiang, Personalized DeepInf: Enhanced Social Influence Prediction with Deep Learning and Transfer Learning. IEEE BigData 2019, pp. 2871-2880, 2019
Rashid Zaman, Alfredo Cuzzocrea, Marwan Hassani, An Innovative Online Process Mining Framework for Supporting Incremental GDPR Compliance of Business Processes. IEEE BigData 2019, pp. 2982-2991, 2019
Mikel Joaristi, Arthur Putnam, Alfredo Cuzzocrea, Edoardo Serra, RIBS: Risky Blind-Spots for Attack Classification Models. IEEE BigData 2019, pp. 5773-5779, 2019
Hossain Shahriar, Miahcel Whitman, Dan Chia-Tien Lo, Fan Wu, Cassandra Thomas, Alfredo Cuzzocrea, Experiential Learning: Case Study-Based Portable Hands-on Regression Labware for Cyber Fraud Prediction. IEEE BigData 2019, pp. 5814-5818, 2019
Alfredo Cuzzocrea, Effective and Efficient Big Data Management in Distributed Environments: Models, Issues, and Research Perspectives. IEEE CCGRID 2019, pp. 556-560, 2019
Peter Braun, Alfredo Cuzzocrea, Carson K. Leung, Adam G. M. Pazdor, Joglas Souza, Syed Khairuzzaman Tanbeer, Pattern Mining from big IoT Data with fog Computing: Models, Issues, and Research Perspectives. IEEE CCGRID 2019, pp. 584-591, 2019
Abdul-Rasheed A. Audu, Alfredo Cuzzocrea, Carson K. Leung, Keaton A. MacLeod, Nibrasul I. Ohin, Nadège C. Pulgar-Vidal, An Intelligent Predictive Analytics System for Transportation Analytics on Open Data Towards the Development of a Smart City. CISIS 2019, pp. 224-236, 2019
Alfredo Cuzzocrea, Ernesto Damiani, Making the Pedigree to Your Big Data Repository: Innovative Methods, Solutions, and Algorithms for Supporting Big Data Privacy in Distributed Settings via Data-Driven Paradigms. IEEE COMPSAC 2019, pp. 508-516, 2019
Alfredo Cuzzocrea, Enzo Mumolo, Marco Tessarotto, Towards An Effective and Efficient Machine-Learning-Based Framework for Supporting Event Detection in Complex Environments. IEEE COMPSAC 2019, pp. 685-689, 2019
Carson K. Leung, Peter Braun, Calvin S. H. Hoi, Joglas Souza, Alfredo Cuzzocrea, Urban Analytics of Big Transportation Data for Supporting Smart Cities. DaWaK 2019, pp. 24-33, 2019
Alfredo Cuzzocrea, Enzo Mumolo, Event Detection in Complex Environments: An Effective and Efficient Machine-Learning-Based Framework (S). DMSVIVA 2019, pp. 103-124, 2019
Alfredo Cuzzocrea, Sergio Greco, Flexible Querying and Analytics for Smart Cities and Smart Societies in the Age of Big Data: Overview of the FQAS 2019 International Conference. FQAS 2019, pp. 25-28, 2019
Seokjin Ahn, Stéfan V. Couture, Alfredo Cuzzocrea, Kevin Dam, Giorgio Mario Grasso, Carson K. Leung, Kaleigh L. McCormick, Bryan H. Wodi, A Fuzzy Logic Based Machine Learning Tool for Supporting Big Data Business Analytics in Complex Artificial Intelligence Environments. IEEE FUZZ-IEEE 2019, pp. 1-6, 2019
Bryan H. Wodi, Carson K. Leung, Alfredo Cuzzocrea, S. Sourav, Fast privacy-preserving keyword search on encrypted outsourced data. IEEE ICC Workshops 2019, pp. 1-10, 2019
Alfredo Cuzzocrea, Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì, Querying and Learning OSN Graphs for Advanced Viral Marketing Applications. ACM ICCBDC 2019, pp. 117-121, 2019
Alfredo Cuzzocrea, Massimiliano Nolich, Walter Ukovich, A Big-Data-Analytics System for Supporting Decision Making Processes in Complex Smart-City Applications. ICCSA 2019, pp. 787-802, 2019
Alfredo Cuzzocrea, Management and Analytics of Big Data Sources in Intelligent Smart Environments: Where We Are and Where We Are Going. IEEE ICDM Workshops 2019, pp. 567-572, 2019
Alfredo Cuzzocrea, Salvatore Cavalieri, Orazio Tomarchio, Giuseppe Di Modica, Concetta Cantone, Angela Di Bilio, REMS.PA: A Complex Framework for Supporting OLAP-based Big Data Analytics over Data-intensive Business Processes. ICEIS 2019, pp. 223-230, 2019
Alfredo Cuzzocrea, Fabio Martinelli, Francesco Mercaldo, An Innovative Framework for Supporting Social Network Polluting-content Detection and Analysis. ICEIS 2019, pp. 303-311, 2019
Atieh Mahroo, Daniele Spoladore, Massimiliano Nolich, Raol Buqi, Sara Carciotti, Marco Sacco, Smart Cabin: A Semantic-Based Framework for Indoor Comfort Customization Inside a Cruise Cabin. ICICT 2019, pp. 41-53, 2019
Deyu Deng, Jiaxing Jason Mai, Carson K. Leung, Alfredo Cuzzocrea, Cognitive-Based Hybrid Collaborative Filtering with Rating Scaling on Entropy to Defend Shilling Influence. ACM ICNCC 2019, pp. 176-185, 2019
Alfredo Cuzzocrea, Enzo Mumolo, Carson K. Leung, Giorgio Mario Grasso, An Innovative Deep-Learning Algorithm for Supporting the Approximate Classification of Workloads in Big Data Environments. IDEAL 2019, pp. 225-237, 2019
Alfredo Cuzzocrea, Giosuè Lo Bosco, Giovanni Pilato, Daniele Schicchi, Multi-class Text Complexity Evaluation via Deep Neural Networks. IDEAL 2019, pp. 313-322, 2019
Alfredo Cuzzocrea, Fabio Martinelli, Francesco Mercaldo, A machine-learning framework for supporting intelligent web-phishing detection and analysis. ACM IDEAS 2019, pp. 43:1-43:3, 2019
Alfredo Cuzzocrea, Big Data Management and Analytics in Intelligent Smart Environments: State-of-the-Art Analysis and Future Research Directions. ACM iiWAS 2019, pp. 5-7, 2019
Sehaj Pal Singh, Carson K. Leung, Fan Jiang, Alfredo Cuzzocrea, A Theoretical Approach to Discover Mutual Friendships from Social Graph Networks. ACM iiWAS 2019, pp. 212-221, 2019
Federica De Dea, Milos Ajcevic, Matteo Stecca, Caterina Zanus, Marco Carrozzi, Alfredo Cuzzocrea, Agostino Accardo, A Big-Data-Analytics Framework for Supporting Classification of ADHD and Healthy Children via Principal Component Analysis of EEG Sleep Spindles Power Spectra. KES 2019, pp. 1584-1590, 2019
Alfredo Cuzzocrea, Massimiliano Nolich, Walter Ukovich, A Big-Data-Analytics Framework for Supporting Logistics Problems in Smart-City Environments. KES 2019, pp. 2589-2597, 2019
Ricardo Baeza-Yates, Alfredo Cuzzocrea, Domenico Crea, Giovanni Lo Bianco, An Effective and Efficient Algorithm for Ranking Web Documents via Genetic Programming. ACM SAC 2019, pp. 1065-1072, 2019
Vincenzo Moscato, Antonio Picariello, Giancarlo Sperlì, Alfredo Cuzzocrea, Querying Influence Graphs over Online Social Networks Effectively and Efficiently. SEBD 2019
Alfredo Cuzzocrea, Assaf Schuster, Gianni Viardo Vercelli, Massimiliano Nolich, Privacy-Preserving OLAP-Based Monitoring of Data Streams: The PP-OMDS Approach. SEBD 2019
Alfredo Cuzzocrea, Enzo Mumolo, Gianni Viardo Vercelli, An HMM-Based Framework for Supporting Accurate Classification of Music Datasets. Intelligent Methods and Big Data in Industrial Applications 2019, pp. 277-289, 2019
Alfredo Cuzzocrea, Francesco Bonchi, Dimitrios Gunopulos, Proceedings of the CIKM 2019 Workshops co-located with 27th ACM International Conference on Information and Knowledge Management (CIKM 2019), Torino, Italy, October 22, 2019. CEUR Workshop Proceedings 2482, CEUR-WS.org, 2019
Alfredo Cuzzocrea, Sergio Greco, Henrik Legind Larsen, Domenico Saccà, Troels Andreasen, Henning Christiansen, Flexible Query Answering Systems - 13th International Conference, FQAS 2019, Amantea, Italy, July 2-5, 2019, Proceedings. Lecture Notes in Computer Science 11529, Springer, 2019
2018
Nicola Cordeschi, Danilo Amendola, Enzo Baccarelli, Fairness-Constrained Optimized Time-Window Controllers for Secondary-Users with Primary-User Reliability Guarantees. Computer Communications 116, pp. 63-76, 2018
Mirko Mariotti, Osvaldo Gervasi, Flavio Vella, Alfredo Cuzzocrea, Alessandro Costantini, Strategies and Systems Towards Grids and Clouds Integration: A DBMS-based Solution. Future Generation Computer Systems 88, pp. 718-729, 2018
G. S. Smrithy, Alfredo Cuzzocrea, Ramadoss Balakrishnan, Detecting Insider Malicious Activities in Cloud Collaboration Systems. Fundamenta Informaticae 161(3), pp. 299-316, 2018
Alfredo Cuzzocrea, Francesco Folino, Massimo Guarascio, Luigi Pontieri, Deviance-Aware Discovery of High-Quality Process Models. International Journal on Artificial Intelligence Tools 27(7), pp. 1860009:1-1860009:27, 2018
Michele Roccotelli, Massimiliano Nolich, Maria Pia Fanti, Walter Ukovich, Internet of Things and Virtual Sensors for Electromobility. Internet Technology Letters 1(3), 2018
Alfredo Cuzzocrea, Fabio Martinelli, Francesco Mercaldo, Giorgio Mario Grasso, Experimenting and Assessing Machine Learning Tools for Detecting and Analyzing Malicious Behaviors in Complex Environments. Journal on Reliable Intelligent Environments 4(4), pp. 225-245, 2018
Alfredo Cuzzocrea, Enzo Mumolo, Giorgio Mario Grasso, Advanced Pattern Recognition from Complex Environments: A Classification-Based Approach. Soft Computing 22(14), pp. 4763-4778, 2018
Leonardo Andrade Ribeiro, Alfredo Cuzzocrea, Karen Aline Alves Bezerra, Ben Hur Bahia do Nascimento, SjClust: A Framework for Incorporating Clustering into Set Similarity Join Algorithms. Transactions on Large-Scale Data- and Knowledge-Centered Systems 38, pp. 89-118, 2018
Monica Clemente, Maria Pia Fanti, Giorgio Iacobellis, Massimiliano Nolich, Walter Ukovich, A Decision Support System for User-Based Vehicle Relocation in Car Sharing Systems. IEEE Transactions on Systems, Man, and Cybernetics: Systems 48(8), pp. 1283-1296, 2018
Diego Junior do Carmo Oliveira, Felipe Ferreira Borges, Leonardo Andrade Ribeiro, Alfredo Cuzzocrea, Set Similarity Joins with Complex Expressions on Distributed Platforms. ADBIS 2018, pp. 216-230, 2018
Alfredo Cuzzocrea, Rim Moussa, Gianni Viardo Vercelli, An Innovative Lambda-Architecture-Based Data Warehouse Maintenance Framework for Effective and Efficient Near-Real-Time OLAP over Big Data. BigData Congress 2018, pp. 149-165, 2018
Alfredo Cuzzocrea, Fabio Martinelli, Francesco Mercaldo, Improving Machine Learning Tools with Embeddings: Applications to Big Data Security. IEEE BigData 2018, pp. 5086-5092, 2018
Alfredo Cuzzocrea, Carlo Mastroianni, A General Overview of Privacy-Preserving Big Data Management and Analytics Models, Methods and Techniques in Specific Domains: Static and Dynamic Distributed Environments. IEEE BigData 2018, pp. 5093-5100, 2018
Carson K. Leung, Calvin S. H. Hoi, Adam G. M. Pazdor, Bryan H. Wodi, Alfredo Cuzzocrea, Privacy-Preserving Frequent Pattern Mining from Big Uncertain Data. IEEE BigData 2018, pp. 5101-5110, 2018
Antonino Galletta, Alfredo Cuzzocrea, Antonio Celesti, Maria Fazio, Massimo Villari, A Scalable Cloud-Edge Computing Framework for Supporting Device-Adaptive Big Media Provisioning. IEEE CCGrid 2018, pp. 669-674, 2018
Alfredo Cuzzocrea, Ernesto Damiani, Pedigree-ing Your Big Data: Data-Driven Big Data Privacy in Distributed Environments. IEEE CCGrid 2018, pp. 675-681, 2018
Alfredo Cuzzocrea, Supporting OLAP-Based Big Data Analytics over Data-Intensive Business Processes: Issues, Models, Proposals, and a Real-Life Framework. ACM CIKM Workshops 2018
Alfredo Cuzzocrea, Francesco Bonchi, Dimitrios Gunopulos, CIKM 2018 Co-Located Workshops Summary. ACM CIKM 2018, pp. 2309-2311, 2018
Alfredo Cuzzocrea, Francesco Bonchi, Dimitrios Gunopulos, CIKM 2018 Workshops: Preface. ACM CIKM Workshops 2018
Maria Pia Fanti, Massimiliano Nolich, Michele Roccotelli, Walter Ukovich, Virtual Sensors for Electromobility. IEEE CoDIT 2018, pp. 635-640, 2018
Alfredo Cuzzocrea, Enzo Mumolo, Marwan Hassani, Giorgio Mario Grasso, Towards Effective Generation of Synthetic Memory References Via Markovian Models. IEEE COMPSAC 2018, pp. 199-203, 2018
Alfredo Cuzzocrea, Rim Moussa, Towards Lambda-Based Near Real-Time OLAP over Big Data. IEEE COMPSAC 2018, pp. 438-441, 2018
Ricardo Baeza-Yates, Alfredo Cuzzocrea, Domenico Crea, Giovanni Lo Bianco, Learning Ranking Functions by Genetic Programming Revisited. DEXA 2018, pp. 378-386, 2018
Alfredo Cuzzocrea, Generating Synthetic Memory References via Hierarchical Markov Models Effectively and Efficiently. DMSVIVA 2018, pp. 83-90, 2018
Richard C. Camara, Alfredo Cuzzocrea, Giorgio Mario Grasso, Carson K. Leung, Steven B. Powell, Joglas Souza, Boyu Tang, Fuzzy Logic-Based Data Analytics on Predicting the Effect of Hurricanes on the Stock Market. IEEE FUZZ-IEEE 2018, pp. 1-8 2018
Alfredo Cuzzocrea, Fabio Martinelli, Francesco Mercaldo, A Novel Structural-Entropy-based Classification Technique for Supporting Android Ransomware Detection and Analysis. IEEE FUZZ-IEEE 2018, pp. 1-7, 2018
Alfredo Cuzzocrea, Giovanni Pilato, Taxonomy-Based Detection of User Emotions for Advanced Artificial Intelligent Applications. HAIS 2018, pp. 573-585, 2018
Alfredo Cuzzocrea, Scalable Privacy-Preserving Big Data Management and Analytics: Where We Are and Where We Are Going. ACM ICCBDC 2018, pp. 52-56, 2018
Calvin S. H. Hoi, Carson K. Leung, Kimberly Tran, Alfredo Cuzzocrea, Mario A. Bochicchio, Marco Simonetti, Supporting Social Information Discovery from Big Uncertain Social Key-Value Data via Graph-Like Metaphors. ICCC 2018, pp. 102-116, 2018
Peter Braun, Alfredo Cuzzocrea, Carson K. Leung, Adam G. M. Pazdor, Syed Khairuzzaman Tanbeer, Giorgio Mario Grasso, An Innovative Framework for Supporting Frequent Pattern Mining Problems in IoT Environments. ICCSA 2018, pp. 642-657, 2018
Alfredo Cuzzocrea, Massimiliano Nolich, Walter Ukovich, An Innovative Architecture for Supporting Cyber-Physical Security Systems. ICCSA 2018, pp. 658-667, 2018
Alfredo Cuzzocrea, Assaf Schuster, Gianni Viardo Vercelli, PP-OMDS: An Effective and Efficient Framework for Supporting Privacy-Preserving OLAP-based Monitoring of Data Streams. ICEIS 2018, pp. 282-292, 2018
Alfredo Cuzzocrea, Rim Moussa, Enzo Mumolo, Yet Another Automated OLAP Workload Analyzer: Principles, and Experiences. ICEIS 2018, pp. 293-298, 2018
Alfredo Cuzzocrea, Fabio Martinelli, Francesco Mercaldo, Applying Deep Learning Techniques to CAN Bus Attacks for Supporting Identification and Analysis Tasks. ICETE 2018, pp. 479-487, 2018
Edoardo Serra, Haritha Akella, Alfredo Cuzzocrea, A Crowdsourcing Semi-Supervised LSTM Training Approach to Identify Novel Items in Emerging Artificial Intelligent Environments. IEEE ICMLA 2018, pp. 1479-1485, 2018
Kyle J. Morris, Sean D. Egan, Jorell L. Linsangan, Carson K. Leung, Alfredo Cuzzocrea, Calvin S. H. Hoi, Token-Based Adaptive Time-Series Prediction by Ensembling Linear and Non-linear Estimators: A Machine Learning Approach for Predictive Analytics on big Stock Data. IEEE ICMLA 2018, pp. 1486-1491, 2018
Alfredo Cuzzocrea, Fabio Martinelli, Francesco Mercaldo, Detecting and Analyzing Anomalies Across Historical Data Changes: A Data-Driven Approach. IEEE ICTAI 2018, pp. 832-837, 2018
Domenico Saccà, Edoardo Serra, Alfredo Cuzzocrea, The Inverse Tree-OLAP Problem: Definitions, Models, Complexity Analysis, and a Possible Solution. ACM IDEAS 2018, pp. 148-156, 2018
Alfredo Cuzzocrea, Francesco Folino, Massimo Guarascio, Luigi Pontieri, A Predictive Learning Framework for Monitoring Aggregated Performance Indicators over Business Process Events. ACM IDEAS 2018, pp. 165-174, 2018
Deyu Deng, Carson K. Leung, Bryan H. Wodi, Jialiang Yu, Hao Zhang, Alfredo Cuzzocrea, An Innovative Framework for Supporting Cognitive-Based Big Data Analytics for Frequent Pattern Mining. IEEE ICCC 2018, pp. 49-56, 2018
Alfredo Cuzzocrea, Fabio Martinelli, Francesco Mercaldo, Applying Machine Learning Techniques to Detect and Analyze Web Phishing Attacks. ACM iiWAS 2018, pp. 355-359, 2018
Katrina E. Barkwell, Alfredo Cuzzocrea, Carson K. Leung, Ashley A. Ocran, Jennifer M. Sanderson, James Ayrton Stewart, Bryan H. Wodi, Big Data Visualisation and Visual Analytics for Music Data Mining. IEEE IV 2018, pp. 235-240, 2018
Carson K. Leung, Felix Kanke, Alfredo Cuzzocrea, Data Analytics on the Board Game Go for the Discovery of Interesting Sequences of Moves in Joseki. KES 2018, pp. 831-840, 2018
Peter Braun, Alfredo Cuzzocrea, Carson K. Leung, Adam G. M. Pazdor, Joglas Souza, Item-Centric Mining of Frequent Patterns from Big Uncertain Data. KES 2018, pp. 1875-1884, 2018
Prantik Howlader, Kuntal Kumar Pal, Alfredo Cuzzocrea, S. D. Madhu Kumar, Predicting facebook-Users' Personality based on Status and Linguistic Features via Flexible Regression Analysis Techniques. ACM SAC 2018, pp. 339-345, 2018
Mario A. Bochicchio, Alfredo Cuzzocrea, Lucia Vaira, Antonella Longo, Marco Zappatore, Multidimensional Mining over Big Healthcare Data: A Big Data Analytics Framework. SEBD 2018
Leonardo Andrade Ribeiro, Alfredo Cuzzocrea, Karen Aline Alves Bezerra, Ben Hur Bahia do Nascimento, Massimiliano Nolich, An Innovative Framework for Combining Set Similarity Join Algorithms and Clustering. SEBD 2018
Domenico Saccà, Edoardo Serra, Alfredo Cuzzocrea, Inverse Tree-OLAP: Definition, Complexity and First Solution. SEBD 2018
Alfredo Cuzzocrea, Enzo Mumolo, Marwan Hassani, An Effective and Efficient Approach for Supporting the Generation of Synthetic Memory Reference Traces via Hierarchical Hidden/Non-Hidden Markov Models. IEEE SMC 2018, pp. 2953-2959, 2018
Maria Pia Fanti, Agostino Marcello Mangini, Michele Roccotelli, Massimiliano Nolich, Walter Ukovich, Modeling Virtual Sensors for Electric Vehicles Charge Services. IEEE SMC 2018, pp. 3853-3858, 2018
Esam El-Araby, Dhabaleswar K. Panda, Sandra Gesing, Amy W. Apon, Volodymyr V. Kindratenko, Massimo Cafaro, Alfredo Cuzzocrea, 18th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGRID 2018, Washington, DC, USA, May 1-4, 2018. IEEE Computer Society, 2018
Alfredo Cuzzocrea, James Allan, Norman W. Paton, Divesh Srivastava, Rakesh Agrawal, Andrei Z. Broder, Mohammed J. Zaki, K. Selçuk Candan, Alexandros Labrinidis, Assaf Schuster, Haixun Wang, Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018. ACM, 2018
Ebad Banissi, Rita Francese, Mark W. McK. Bannatyne, Theodor G. Wyeld, Muhammad Sarfraz, João Moura Pires, Anna Ursyn, Fatma Bouali, Nuno Datia, Gilles Venturini, Giuseppe Polese, Vincenzo Deufemia, Tania Di Mascio, Marco Temperini, Filippo Sciarrone, Delfina Malandrino, Rocco Zaccagnino, Paloma Díaz, Fragkiskos Papadopoulo, Antonio Fernández Anta, Alfredo Cuzzocrea, Michele Risi, Ugo Erra, Veronica Rossano, 22nd International Conference Information Visualisation, IV 2018, Fisciano, Italy, July 10-13, 2018. IEEE Computer Society, 2018
2017
Gloria Bordogna, Alfredo Cuzzocrea, Luca Frigerio, Giuseppe Psaila, Maurizio Toccu, An Interoperable Open Data Framework for Discovering Popular Tours based on Geo-Tagged Tweets. International Journal of Intelligent Information and Database Systems 10(3/4), pp. 246-268, 2017
Alfredo Cuzzocrea, Alkis Simitsis, Il-Yeol Song, Big Data Management: New Frontiers, New Paradigms. Information Systems 63, pp. 63-65, 2017
Alfredo Cuzzocrea, Timos Sellis, Semantics-Aware Approaches to Big Data Engineering. Journal on Data Semantics 6(2), pp. 55-56, 2017
Maria Pia Fanti, Giorgio Iacobellis, Massimiliano Nolich, Andrea Rusich, Walter Ukovich, A Decision Support System for Cooperative Logistics. IEEE Transactions on Automation Science and Engineering 14(2), pp. 732-744, 2017
Alfredo Cuzzocrea, Enzo Mumolo, Giorgio Mario Grasso, Gianni Viardo Vercelli, An Effective and Efficient Approximate Two-Dimensional Dynamic Programming Algorithm for Supporting Advanced Computer Vision Applications. Journal of Visual Languages and Computing 42, pp. 13-22, 2017
Alina Campan, Alfredo Cuzzocrea, Traian Marius Truta, Fighting Fake News Spread in Online Social Networks: Actual Trends and Future Research Directions. IEEE BigData 2017, pp. 4453-4457, 2017
Alfredo Cuzzocrea, Hossain Shahriar, Data Masking Techniques for NoSQL Database Security: A Systematic Review. IEEE BigData 2017, pp. 4467-4473, 2017
Alfredo Cuzzocrea, Fabio Martinelli, Francesco Mercaldo, Gianni Viardo Vercelli, Tor Traffic Analysis and Detection via Machine Learning Techniques. IEEE BigData 2017, pp. 4474-4480, 2017
Alfredo Cuzzocrea, Rim Moussa, Achref Laabidi, Taming Size and Cardinality of OLAP Data Cubes over Big Data. BICOD 2017, pp. 113-125, 2017
Monica Clemente, Maria Pia Fanti, Massimiliano Nolich, Gabriella Stecco, Walter Ukovich, Modelling and Solving the Multi-Day Container Drayage Problem. IEEE CASE 2017, pp. 231-236, 2017
Maria Pia Fanti, Giorgio Iacobellis, Massimiliano Nolich, Andrea Rusich, Walter Ukovich, A Decision Support System for Cooperative Logistics. IEEE CASE 2017, art. 394, 2017
G. J. Akash, Ojus Thomas Lee, S. D. Madhu Kumar, Priya Chandran, Alfredo Cuzzocrea, RAPID: A Fast Data Update Protocol in Erasure Coded Storage Systems for Big Data. IEEE CCGrid 2017, pp. 890-897, 2017
Alfredo Cuzzocrea, Rajkumar Buyya, Vincenzo Passanisi, Giovanni Pilato, MapReduce-based Algorithms for Managing Big RDF Graphs: State-of-the-Art Analysis, Paradigms, and Future Directions. IEEE CCGrid 2017, pp. 898-905, 2017
Alfredo Cuzzocrea, Enzo Mumolo, Marco Tessarotto, Giorgio Mario Grasso, Danilo Amendola, XML-VM: An XML-Based Grid Computing Middleware. CISIS 2017, pp. 349-360, 2017
Alfredo Cuzzocrea, Fernando Ferri, Patrizia Grifoni, Intelligent Sensor Data Fusion for Supporting Advanced Smart Health Processes. CISIS 2017, pp. 361-370, 2017
Alfredo Cuzzocrea, Giorgio Mario Grasso, Querying Encrypted OLAP Data. IEEE COMPSAC 2017, pp. 161-163, 2017
Peter Braun, Alfredo Cuzzocrea, Fan Jiang, Carson Kai-Sang Leung, Adam G. M. Pazdor, MapReduce-Based Complex Big Data Analytics over Uncertain and Imprecise Social Networks. DaWaK 2017, pp. 130-145, 2017
Enzo Mumolo, Gianni Viardo Vercelli, Alfredo Cuzzocrea, Ergodic Hidden Markov Models for Workload Characterization Problems. DMSVLSS 2017, pp. 102-109, 2017
Jesús Manuel Almendros-Jiménez, Antonio Becerra-Terón, Alfredo Cuzzocrea, Detecting and Diagnosing Syntactic and Semantic Errors in SPARQL Queries. EDBT/ICDT Workshops 2017
Alfredo Cuzzocrea, Scalable OLAP-Based Big Data Analytics over Cloud Infrastructures: Models, Issues, Algorithms. ACM ICCBDC 2017, pp. 17-21, 2017
Alfredo Cuzzocrea, Enzo Mumolo, A Novel Approach for Supporting Approximate Representation of Linear Prediction Residuals in Pattern Recognition Tools. ICCSA 2017, pp. 342-356, 2017
Alfredo Cuzzocrea, Enzo Mumolo, Giorgio Mario Grasso, Genetic Estimation of Iterated Function Systems for Accurate Fractal Modeling in Pattern Recognition Tools. ICCSA 2017, pp. 357-371, 2017
Alfredo Cuzzocrea, Privacy-Preserving Big Data Stream Mining: Opportunities, Challenges, Directions. IEEE ICDM Workshops 2017, pp. 992-994, 2017
Alfredo Cuzzocrea, Francesco Folino, Massimo Guarascio, Luigi Pontieri, Experimenting and Assessing a Probabilistic Business Process Deviance Mining Framework Based on Ensemble Learning. ICEIS (Revised Selected Papers) 2017, pp. 96-124, 2017
Alfredo Cuzzocrea, Francesco Folino, Massimo Guarascio, Luigi Pontieri, Extensions, Analysis and Experimental Assessment of a Probabilistic Ensemble-learning Framework for Detecting Deviances in Business Process Instances. ICEIS 2017, pp. 162-173, 2017
James A. Brown, Alfredo Cuzzocrea, Michael Kresta, Korbin D. L. Kristjanson, Carson K. Leung, Timothy W. Tebinka, A Machine Learning Tool for Supporting Advanced Knowledge Discovery from Chess Game Data. IEEE ICMLA 2017, pp. 649-654, 2017
Alfredo Cuzzocrea, Enzo Mumolo, Gianni Viardo Vercelli, Advanced ECHMM-Based Machine Learning Tools for Complex Big Data Applications. IEEE ICMLA 2017, pp. 655-660, 2017
Alfredo Cuzzocrea, Francesco Folino, Massimo Guarascio, Luigi Pontieri, Deviance-Aware Discovery of High Quality Process Models. IEEE ICTAI 2017, pp. 724-731, 2017
Alfredo Cuzzocrea, Big Web Data: Warehousing and Analytics - Recent Trends and Future Challenges. ICWE Workshops 2017, pp. 265-266, 2017
Pierluigi D'Antrassi, Iolanda Perrone, Alfredo Cuzzocrea, Agostino Accardo, A Composite Methodology for Supporting Early-Detection of Handwriting Dysgraphia via Big Data Analysis Techniques. IIMSS 2017, pp. 241-253, 2017
Alfredo Cuzzocrea, Carmine De Napoli, Agostino Forestiero, Demetrio Laganà, Giovanni Lupi, Carlo Mastroianni, Leonardo Spataro, Business Scenarios for Hierarchical Workload Management in Data Centers. ACM ICC 2017, pp. 182:1-182:7, 2017
Binesh Jose, S. D. Madhu Kumar, Alfredo Cuzzocrea, Enhancing Contact Center Performance using Cloud Computing: A Case Study on Telecom Contact Centers. ACM ICC 2017, pp. 184:1-184:8, 2017
Alfredo Cuzzocrea, Rim Moussa, Multidimensional Ddatabase Modeling: Literature Survey and Research Agenda in the Big Data Era. IEEE ISNCC 2017, pp. 1-6, 2017
Peter Braun, Alfredo Cuzzocrea, Lam M. V. Doan, Suyoung Kim, Carson K. Leung, Jose Francisco A. Matundan, Rashpal Robby Singh, Enhanced Prediction of User-Preferred YouTube Videos Based on Cleaned Viewing Pattern History. KES 2017, pp. 2230-2239, 2017
Peter Braun, Alfredo Cuzzocrea, Timothy D. Keding, Carson K. Leung, Adam G. M. Pazdor, Dell Sayson, Game Data Mining: Clustering and Visualization of Online Game Data in Cyber-Physical Worlds. KES 2017, pp. 2259-2268, 2017
Alfredo Cuzzocrea, Multidimensional Mining of Big Social Data for Supporting Advanced Big Data Analytics. IEEE MIPRO 2017, pp. 1337-1342, 2017
Jesús Manuel Almendros-Jiménez, Antonio Becerra-Terón, Alfredo Cuzzocrea, Syntactic and Semantic Validation of SPARQL Queries. ACM SAC 2017, pp. 349-352, 2017
Kristijan Lenac, Alfredo Cuzzocrea, Enzo Mumolo, An Effective and Efficient Hybrid Scan Matching Algorithm for Mobile Object Applications. ACM SAC 2017, pp. 522-528, 2017
Alfredo Cuzzocrea, Osvaldo Gervasi, Mirko Mariotti, Flavio Vella, Alessandro Costantini, Effectively and Efficiently Supporting Grid and Cloud Integration via a DBMS-based Framework. SEBD 2017, art. 291, 2017
Gloria Bordogna, Alfredo Cuzzocrea, Luca Frigerio, Giuseppe Psaila, Danilo Amendola, TourMiner: Effective and Efficient Clustering Big Mobile Social Data for Supporting Advanced Analytics Tools. SEBD 2017, art. 300, 2017
Antonella Longo, Marco Zappatore, Mario A. Bochicchio, Lucia Vaira, Alfredo Cuzzocrea, A WSLA-Extension Supporting Service and Contract Composition Modelling. SEBD 2017, art. 318, 2017
Rich C. Lee, Alfredo Cuzzocrea, Wookey Lee, Carson K. Leung, An Innovative Majority Voting Mechanism in Interactive Social Network Clustering. ACM WIMS 2017, pp. 14:1-14:10, 2017
Alfredo Cuzzocrea, Vincenzo Loia, Aurelio Tommasetti, Big-Data-Driven Innovation for Enterprises: Innovative Big Value Paradigms for Next-Generation Digital Ecosystems. ACM WIMS 2017, pp. 35:1-35:5, 2017
Jian-Yun Nie, Zoran Obradovic, Toyotaro Suzumura, Rumi Ghosh, Raghunath Nambiar, Chonggang Wang, Hui Zang, Ricardo Baeza-Yates, Xiaohua Hu, Jeremy Kepner, Alfredo Cuzzocrea, Jian Tang, Masashi Toyoda, 2017 IEEE International Conference on Big Data (IEEE BigData 2017), Boston, MA, USA, December 11-14, 2017. IEEE Computer Society, 2017
Osvaldo Gervasi, Beniamino Murgante, Sanjay Misra, Giuseppe Borruso, Carmelo Maria Torre, Ana Maria A. C. Rocha, David Taniar, Bernady O. Apduhan, Elena N. Stankova, Alfredo Cuzzocrea, Computational Science and Its Applications - ICCSA 2017 - 17th International Conference, Trieste, Italy, July 3-6, 2017, Proceedings, Part I. Lecture Notes in Computer Science 10404, Springer, 2017
Osvaldo Gervasi, Beniamino Murgante, Sanjay Misra, Giuseppe Borruso, Carmelo Maria Torre, Ana Maria A. C. Rocha, David Taniar, Bernady O. Apduhan, Elena N. Stankova, Alfredo Cuzzocrea, Computational Science and Its Applications - ICCSA 2017 - 17th International Conference, Trieste, Italy, July 3-6, 2017, Proceedings, Part II. Lecture Notes in Computer Science 10405, Springer, 2017
Osvaldo Gervasi, Beniamino Murgante, Sanjay Misra, Giuseppe Borruso, Carmelo Maria Torre, Ana Maria A. C. Rocha, David Taniar, Bernady O. Apduhan, Elena N. Stankova, Alfredo Cuzzocrea, Computational Science and Its Applications - ICCSA 2017 - 17th International Conference, Trieste, Italy, July 3-6, 2017, Proceedings, Part III. Lecture Notes in Computer Science 10406, Springer, 2017
Osvaldo Gervasi, Beniamino Murgante, Sanjay Misra, Giuseppe Borruso, Carmelo Maria Torre, Ana Maria A. C. Rocha, David Taniar, Bernady O. Apduhan, Elena N. Stankova, Alfredo Cuzzocrea, Computational Science and Its Applications - ICCSA 2017 - 17th International Conference, Trieste, Italy, July 3-6, 2017, Proceedings, Part IV. Lecture Notes in Computer Science 10407, Springer, 2017
Osvaldo Gervasi, Beniamino Murgante, Sanjay Misra, Giuseppe Borruso, Carmelo Maria Torre, Ana Maria A. C. Rocha, David Taniar, Bernady O. Apduhan, Elena N. Stankova, Alfredo Cuzzocrea, Computational Science and Its Applications - ICCSA 2017 - 17th International Conference, Trieste, Italy, July 3-6, 2017, Proceedings, Part V. Lecture Notes in Computer Science 10408, Springer, 2017
Osvaldo Gervasi, Beniamino Murgante, Sanjay Misra, Giuseppe Borruso, Carmelo Maria Torre, Ana Maria A. C. Rocha, David Taniar, Bernady O. Apduhan, Elena N. Stankova, Alfredo Cuzzocrea, Computational Science and Its Applications - ICCSA 2017 - 17th International Conference, Trieste, Italy, July 3-6, 2017, Proceedings, Part VI. Lecture Notes in Computer Science 10409, Springer, 2017
Osvaldo Gervasi, Beniamino Murgante, Sanjay Misra, Giuseppe Borruso, Carmelo Maria Torre, Ana Maria A. C. Rocha, David Taniar, Bernady O. Apduhan, Elena N. Stankova, Alfredo Cuzzocrea, Computational Science and Its Applications - ICCSA 2017 - 17th International Conference, Trieste, Italy, July 3-6, 2017 [Proceedings, Part VII, IEEE Xplore Proceedings]. IEEE, 2017
Rajendra Akerkar, Alfredo Cuzzocrea, Jannong Cao, Mohand-Said Hacid, Proceedings of the 7th International Conference on Web Intelligence, Mining and Semantics, WIMS 2017, Amantea, Italy, June 19-22, 2017. ACM, 2017
Alfredo Cuzzocrea, Jérôme Darmont, Hadj Mahboubi, Fragmenting Very Large XML Data Warehouses via K-Means Clustering Algorithm. CoRR abs/1701.02190, 2017
Danilo Amendola, Nicola Cordeschi, Enzo Baccarelli, Bandwidth Management VMs Live Migration in Wireless Fog Computing for 5G Networks. CoRR abs/1701.06178, 2017
2016
Alfredo Cuzzocrea, Mirel Cosulschi, Roberto De Virgilio, An Effective and Efficient MapReduce Algorithm for Computing BFS-Based Traversals of Large-Scale RDF Graphs. Algorithms 9(1), art. 7, 2016
Alfredo Cuzzocrea, Algorithms for Managing, Querying and Processing Big Data in Cloud Environments. Algorithms 9(1), art. 13, 2016
Alfredo Cuzzocrea, Francesco Folino, Massimo Guarascio, Luigi Pontieri, A Robust and Versatile Multi-View Learning Framework for the Detection of Deviant Business Process Instances. International Journal of Cooperative Information Systems 25(4), pp. 1740003:1-1740003:56, 2016
Alfredo Cuzzocrea, Semantics Meets Big Data: Formal Models, Practical Issues, Novel Paradigms. Journal on Data Semantics 5(1), pp. 1-2, 2016
Carson Kai-Sang Leung, Syed Khairuzzaman Tanbeer, Alfredo Cuzzocrea, Peter Braun, Richard Kyle MacKinnon, Interactive Mining of Diverse Social Entities. International Journal of Knowledge-Based and Intelligent Engineering Systems 20(2), pp. 97-111, 2016
Gloria Bordogna, Luca Frigerio, Alfredo Cuzzocrea, Giuseppe Psaila, Clustering Geo-tagged Tweets for Advanced Big Data Analytics. IEEE BigData Congress 2016, pp. 42-51, 2016
Alfredo Cuzzocrea, Carlo Mastroianni, Giorgio Mario Grasso, Private Databases on the Cloud: Models, Issues and Research Perspectives. IEEE BigData 2016, pp. 3656-3661, 2016
Marwan Hassani, Pascal Spaus, Alfredo Cuzzocrea, Thomas Seidl, I-HASTREAM: Density-Based Hierarchical Clustering of Big Data Streams and Its Application to Big Graph Analytics Tools. IEEE CCGrid 2016, pp. 656-665, 2016
Danilo Amendola, Nicola Cordeschi, Enzo Baccarelli, Bandwidth Management VMs Live Migration in Wireless Fog Computing for 5G Networks. IEEE CloudNet 2016, pp. 21-26, 2016
Alfredo Cuzzocrea, A Reference Architecture for Supporting Secure Big Data Analytics over Cloud-Enabled Relational Databases. IEEE COMPSAC Workshops 2016, pp. 356-358, 2016
Ali R. Hurson, Ji-Jiang Yang, Behrooz A. Shirazi, Alfredo Cuzzocrea, Toyokazu Akiyama, Sahra Sedigh Sarvestani, Sheikh Iqbal Ahamed, Message from the NATA Organizing Committee. IEEE COMPSAC 2016, pp. 637, 2016
Alfredo Cuzzocrea, Enzo Mumolo, Nicola Timeus, Gianni Viardo Vercelli, GPU-Aware Genetic Estimation of Hidden Markov Models for Workload Classification Problems. IEEEE COMPSAC 2016, pp. 674-682, 2016
Alfredo Cuzzocrea, Ilaria D'Elia, Antonio De Nicola, Hugo Maldini, Maria Luisa Villani, TEMPORANA: Flexible Temporal Query Processing for Supporting System Behavior Detection across Complex Scenarios. IEEE CSE/EUC/DCABES 2016, pp. 401-407, 2016
Leonardo Andrade Ribeiro, Alfredo Cuzzocrea, Karen Aline Alves Bezerra, Ben Hur Bahia do Nascimento, Incorporating Clustering into Set Similarity Join Algorithms: The SjClust Framework. DEXA 2016, pp. 185-204, 2016
Enzo Mumolo, Giorgio Mario Grasso, Gianni Viardo Vercelli, Alfredo Cuzzocrea, Towards An Effective and Efficient Approximation Algorithm for Advanced Computer Vision Applications based on Two-Dimensional Dynamic Programming. DMS 2016, pp. 84-90, 2016
Alfredo Cuzzocrea, Big Data Compression Paradigms for Supporting Efficient and Scalable Data-Intensive IoT Frameworks. ACM EDB 2016, pp. 67-71, 2016
Alfredo Cuzzocrea, Big Data Provenance: State-Of-The-Art Analysis and Emerging Research Challenges. EDBT/ICDT Workshops 2016
Jesús Manuel Almendros-Jiménez, Alfredo Cuzzocrea, SemSynX: Flexible Similarity Analysis of XML Data via Semantic and Syntactic Heterogeneity/Homogeneity Detection. HAIS 2016, pp. 14-26, 2016
Alfredo Cuzzocrea, Ilaria D'Elia, Antonio De Nicola, Hugo Maldini, Maria Luisa Villani, Towards Temporal Analysis of Integrated Scenarios for Sustainable Innovation. ICCSA 2016, pp. 544-551, 2016
Agnese Augello, Alfredo Cuzzocrea, Giovanni Pilato, Carmelo Spiccia, Giorgio Vassallo, An Innovative Similarity Measure for Sentence Plagiarism Detection. ICCSA 2016, pp. 552-566, 2016
Leonardo Andrade Ribeiro, Alfredo Cuzzocrea, Karen Aline Alves Bezerra, Ben Hur Bahia do Nascimento, SJClust: Towards a Framework for Integrating Similarity Join Algorithms and Clustering. ICEIS 2016, pp. 75-80, 2016
Mario A. Bochicchio, Alfredo Cuzzocrea, Lucia Vaira, A Big Data Analytics Framework for Supporting Multidimensional Mining over Big Healthcare Data. IEEE ICMLA 2016, pp. 508-513, 2016
Gloria Bordogna, Luca Frigerio, Alfredo Cuzzocrea, Giuseppe Psaila, An Effective and Efficient Similarity-Matrix-Based Algorithm for Clustering Big Mobile Social Data. IEEE ICMLA 2016, pp. 514-521, 2016
Alfredo Cuzzocrea, Giorgio Mario Grasso, Fan Jiang, Carson K. Leung, Mining Uplink-Downlink User Association in Wireless Heterogeneous Networks. IDEAL 2016, pp. 533-541, 2016
Alfredo Cuzzocrea, Giuseppe Psaila, Maurizio Toccu, An Innovative Framework for Effectively and Efficiently Supporting Big Data Analytics over Geo-Located Mobile Social Media. ACM IDEAS 2016, pp. 62-69, 2016
Alfredo Cuzzocrea, Francesco Folino, Massimo Guarascio, Luigi Pontieri, A Multi-View Multi-Dimensional Ensemble Learning Approach to Mining Business Process Deviances. IEEE IJCNN 2016, pp. 3809-3816, 2016
Alfredo Cuzzocrea, Warehousing and Protecting Big Data: State-Of-The-Art-Analysis, Methodologies, Future Challenges. ACM ICC 2016, pp. 14:1-14:7, 2016
Alfredo Cuzzocrea, Mohamed Medhat Gaber, Staci Lattimer, Giorgio Mario Grasso, Clustering-Based Spatio-Temporal Analysis of Big Atmospheric Data. ACM ICC 2016, pp. 74:1-74:8, 2016
Mirko Mariotti, Osvaldo Gervasi, Flavio Vella, Alessandro Costantini, Alfredo Cuzzocrea, A DBMS-Based System for Integrating Grids and Clouds: Anatomy, Models, Functionalities. ACM ICC 2016, pp. 75:1-75:8, 2016
Alfredo Cuzzocrea, Carson K. Leung, Computing Theoretically-Sound Upper Bounds to Expected Support for Frequent Pattern Mining Problems over Uncertain Big Data. IPMU 2016, pp. 379-392, 2016
Peter Braun, Alfredo Cuzzocrea, Carson K. Leung, Adam G. M. Pazdor, Kimberly Tran, Knowledge Discovery from Social Graph Data. KES 2016, pp. 682-691, 2016
Alfredo Cuzzocrea, Advanced Query Answering Techniques over Big Mobile Data. IEEE MDM 2016, pp. 4-7, 2016
Alfredo Cuzzocrea, Giuseppe Pirrò, A Semantic-Web-Technology-Based Framework for Supporting Knowledge-Driven Digital Forensics. ACM MEDES 2016, pp. 58-66, 2016
Alfredo Cuzzocrea, Enzo Mumolo, Alessandro Moro, Real-Time Counting of Moving Objects in Complex Environments. ACM SAC 2016, pp. 588-595, 2016
Alfredo Cuzzocrea, Carmen De Maio, Giuseppe Fenza, Vincenzo Loia, Mimmo Parente, OLAP Analysis of Multidimensional Tweet Streams for Supporting Advanced Analytics. ACM SAC 2016, pp. 992-999, 2016
Suvarna Bothe, Alfredo Cuzzocrea, Panagiotis Karras, Akrivi Vlachou, Computing Skylines over Encrypted Data in Cloud Environments. SEBD 2016, pp. 222-229, 2016
Alfredo Cuzzocrea, Gianluigi Folino, Pietro Sabatino, Adaptive Intrusion Detection in Distributed Environments: An Ensemble-Based Approach. SEBD 2016, pp. 230-237, 2016
Alfredo Cuzzocrea, Marcello Di Stefano, Paolo Fosci, Giuseppe Psaila, Querying NoSQL-based Crowdsourcing Systems Efficiently. SEBD 2016, pp. 238-245, 2016
Maria Pia Fanti, Massimiliano Nolich, Stella Simic, Walter Ukovich, Modeling Cyber Attacks by Stochastic Games and Timed Petri Nets. IEEE SMC 2016, pp. 2960-2965, 2016
Alfredo Cuzzocrea, Enzo Mumolo, Daniel Pirro, Gianni Viardo Vercelli, An Efficient CUDA-Based Approximate two-Dimensional Dynamic Programming Algorithm for Advanced Computer Vision Applications. IEEE SMC 2016, pp. 4251-4258, 2016
Massinissa Saoudi, Ahcène Bounceur, Reinhardt Euler, M. Tahar Kechadi, Alfredo Cuzzocrea, Energy-Efficient Data Mining Techniques for Emergency Detection in Wireless Sensor Networks. IEEE UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld 2016, pp. 766-771, 2016
Giuseppe Pirrò, Alfredo Cuzzocrea, RECAP: Building Relatedness Explanations on the Web. ACM WWW (Companion Volume) 2016, pp. 235-238, 2016