Publications
Embedded Files
Journal articles
Journal articles
Scopus profile: https://www.scopus.com/authid/detail.uri?authorId=55793822300
Nfaoui E.H., Elfaik H.
Evaluating Arabic Emotion Recognition Task Using ChatGPT Models: A Comparative Analysis between Emotional Stimuli Prompt, Fine-Tuning, and In-Context Learning
(2024) Journal of Theoretical and Applied Electronic Commerce Research, 19 (2), pp. 1118 - 1141.
DOI: https://doi.org/10.3390/jtaer19020058
Chajia M., Nfaoui E.H.
Customer Churn Prediction Approach Based on LLM Embeddings and Logistic Regression
(2024) Future Internet, 16 (12), art. no. 453
DOI: 10.3390/fi16120453
Lasri S., Nfaoui E.H., Mrizik K.
Suicide Ideation and Risk Detection from Social Media Using GPT Models
(2024) Journal of Computer Science, 20 (10), pp. 1349 - 1356
DOI: 10.3844/jcssp.2024.1349.1356
Elhissoufi M., Nfaoui E.H., Alla L., Elghalfiki J.
Leveraging Generative Large Language Models for Optimizing Sales Arguments Creation: An Evaluation of GPT-4 Capabilities
(2024) International Journal of Intelligent Engineering and Systems, 17 (5), pp. 783 - 800
DOI: 10.22266/ijies2024.1031.59
Grissette H., Nfaoui E.H.
Deep associative learning approach for bio-medical sentiment analysis utilizing unsupervised representation from large-scale patients’ narratives
(2023) Personal and Ubiquitous Computing, 27 (6), pp. 2055 - 2069
DOI: 10.1007/s00779-021-01595-4
Alaoui, R.L., Nfaoui, E.H.
Cross Site Scripting Attack Detection Approach Based on LSTM Encoder-Decoder and Word Embeddings
(2023) International Journal of Intelligent Systems and Applications in Engineering, 11 (2), pp. 277-282. https://www.ijisae.org/index.php/IJISAE/article/view/2629
Bouarourou, S., Zannou, A., Nfaoui, E.H., Boulaalam, A.
An Efficient Model-Based Clustering via Joint Multiple Sink Placement for WSNs
(2023) Future Internet, 15 (2), art. no. 75, .
DOI: https://doi.org/10.3390/fi15020075
Alaoui, R.L., Nfaoui, E.H.
Generative Adversarial Network-based Approach for Automated Generation of Adversarial Attacks Against a Deep-Learning based XSS Attack Detection Model
(2023) International Journal of Advanced Computer Science and Applications, 14 (7), pp. 892-897.
DOI: https://doi.org/10.14569/IJACSA.2023.0140797
Boumhidi, A., Benlahbib, A., Nfaoui, E.H.
Aggregating Users’ Online Opinions Attributes and News Influence for Cryptocurrencies Reputation Generation
(2023) Journal of Universal Computer Science, 29 (6), pp. 546-568.
DOI: https://doi.org/10.3897/jucs.85610
Elfaik, H., Nfaoui, E.H.
Leveraging feature-level fusion representations and attentional bidirectional RNN-CNN deep models for Arabic affect analysis on Twitter
(2023) Journal of King Saud University - Computer and Information Sciences, 35 (1), pp. 462-482.
DOI: https://doi.org/10.1016/j.jksuci.2022.12.015
Grissette, H., Nfaoui, E.H.
Semisupervised neural biomedical sense disambiguation approach for aspect-based sentiment analysis on social networks
(2022) Journal of Biomedical Informatics, 135, art. no. 104229, .
DOI: https://doi.org/10.1016/j.jbi.2022.104229
Alaoui, R.L., Nfaoui, E.H.
Deep Learning for Vulnerability and Attack Detection on Web Applications: A Systematic Literature Review
(2022) Future Internet, 14 (4), art. no. 118, .
DOI: https://doi.org/10.3390/fi14040118
Zannou, A., Boulaalam, A., Nfaoui, E.H.
Data Flow Optimization in the Internet of Things
(2022) Statistics, Optimization and Information Computing, 10 (1), pp. 93-106.
DOI: https://doi.org/10.19139/soic-2310-5070-1166
Benlahbib, A., Boumhidi, A., Nfaoui, E.H.
MINING ONLINE REVIEWS TO SUPPORT CUSTOMERS’ DECISION-MAKING PROCESS IN E-COMMERCE PLATFORMS: A NARRATIVE LITERATURE REVIEW
(2022) Journal of Organizational Computing and Electronic Commerce, 32 (1), pp. 69-97.
DOI: https://doi.org/10.1080/10919392.2022.2053454
Boumhidi, A., Benlahbib, A., Nfaoui, E.H.
Cross-Platform Reputation Generation System Based on Aspect-Based Sentiment Analysis
(2022) IEEE Access, 10, pp. 2515-2531.
DOI: https://doi.org/10.1109/ACCESS.2021.3139956
Grissette, H., Nfaoui, E.H.
Affective Concept-Based Encoding of Patient Narratives via Sentic Computing and Neural Networks
(2022) Cognitive Computation, 14 (1), pp. 274-299.
DOI: https://doi.org/10.1007/s12559-021-09903-z
Boumhidi, A., Nfaoui, E.H.
Leveraging Lexicon-Based and Sentiment Analysis Techniques for Online Reputation Generation
(2021) International Journal of Intelligent Engineering and Systems, 14 (6), pp. 274-289.
DOI: https://doi.org/10.22266/ijies2021.1231.25
Zannou, A., Boulaalam, A., Nfaoui, E.H.
SIoT: A new strategy to improve the network lifetime with an efficient search process
(2021) Future Internet, 13 (1), art. no. 4, pp. 1-23.
DOI: https://doi.org/10.3390/fi13010004
Benlahbib, A., Nfaoui, E.H.
MTVRep: A movie and TV show reputation system based on fine-grained sentiment and semantic analysis
(2021) International Journal of Electrical and Computer Engineering, 11 (2), pp. 1613-1626.
DOI: https://doi.org/10.11591/ijece.v11i2.pp1613-1626
Bouarourou, S., Boulaalam, A., Nfaoui, E.H.
A bio-inspired adaptive model for search and selection in the Internet of Things environment
(2021) PeerJ Computer Science, 7, art. no. e762, .
DOI: https://doi.org/10.7717/PEERJ-CS.762
Habous, A., Nfaoui, E.H.
A fuzzy logic and ontology-based approach for improving the CV and job offer matching in recruitment process
(2021) International Journal of Metadata, Semantics and Ontologies, 15 (2), pp. 104-120.
DOI: https://doi.org/10.1504/IJMSO.2021.120278
Elfaik, H., Nfaoui, E.H.
Combining Context-Aware Embeddings and an Attentional Deep Learning Model for Arabic Affect Analysis on Twitter
(2021) IEEE Access, 9, art. no. 9504545, pp. 111214-111230.
DOI: https://doi.org/10.1109/ACCESS.2021.3102087
Grissette, H., Nfaoui, E.H.
Deep associative learning approach for bio-medical sentiment analysis utilizing unsupervised representation from large-scale patients’ narratives
(2021) Personal and Ubiquitous Computing, .
DOI: https://doi.org/10.1007/s00779-021-01595-4
Habous, A., Nfaoui, E.
Combining Word Embeddings and Deep Neural Networks for Job Offers and Resumes Classification in IT Recruitment Domain
(2021) International Journal of Advanced Computer Science and Applications, 12 (7), pp. 651-658.
httpDOI: https://doi.org/10.14569/IJACSA.2021.0120774
Dib, B., Kalloubi, F., Nfaoui, E.H., Boulaalam, A.
Incorporating LDA with LSTM for followee recommendation on Twitter network
(2021) International Journal of Web Information Systems, 17 (3), pp. 250-260.
DOI: https://doi.org/10.1108/IJWIS-12-2020-0079
Elfaik, H., Nfaoui, E.H.
Deep Bidirectional LSTM Network Learning-Based Sentiment Analysis for Arabic Text
(2021) Journal of Intelligent Systems, 30 (1), pp. 395-412.
DOI: https://doi.org/10.1515/jisys-2020-0021
Zannou, A., Boulaalam, A., Nfaoui, E.H.
Relevant node discovery and selection approach for the Internet of Things based on neural networks and ant colony optimization
(2021) Pervasive and Mobile Computing, 70, art. no. 101311, .
DOI: https://doi.org/10.1016/j.pmcj.2020.101311
Grissette, H., Nfaoui, E.H.
Enhancing convolution-based sentiment extractor via dubbed N-gram embedding-related drug vocabulary
(2020) Network Modeling Analysis in Health Informatics and Bioinformatics, 9 (1), art. no. 42, .
DOI: https://doi.org/10.1007/s13721-020-00248-5
Ben-Lhachemi, N., Nfaoui, E.H.
Efficient weighted semantic score based on the huffman coding algorithm and knowledge bases for word sequences embedding
(2020) International Journal on Semantic Web and Information Systems, 16 (2), pp. 126-142.
DOI: https://doi.org/10.4018/IJSWIS.2020040107
Benlahbib, A., Nfaoui, E.H.
A hybrid approach for generating reputation based on opinions fusion and sentiment analysis
(2020) Journal of Organizational Computing and Electronic Commerce, 30 (1), pp. 9-27.
DOI: https://doi.org/10.1080/10919392.2019.1654350
Benlahbib, A., Nfaoui, E.H.
Aggregating customer review attributes for online reputation generation
(2020) IEEE Access, 8, art. no. 9098950, pp. 96550-96564.
DOI: https://doi.org/10.1109/ACCESS.2020.2996805
Achsas, S., Nfaoui, E.H.
Vertical intent prediction approach based on Doc2vec and convolutional neural networks for improving vertical selection in aggregated search
(2020) International Journal of Electrical and Computer Engineering, 10 (4), pp. 3869-3882.
DOI: https://doi.org/10.11591/ijece.v10i4.pp3869-3882
Achsas, S., Nfaoui, E.H.
Improving relational aggregated search from big data sources using stacked autoencoders
(2018) Cognitive Systems Research, 51, pp. 61-71.
DOI: https://doi.org/10.1016/j.cogsys.2018.05.002
Ben-Lhachemi, N., Nfaoui, E.H.
Hashtag recommendation using word sequences’ embeddings
(2018) Communications in Computer and Information Science, 872, pp. 131-143.
DOI: https://doi.org/10.1007/978-3-319-96292-4_11
Kalloubi, F., Nfaoui, E.H., El Beqqali, O.
Unsupervised topics extraction of microblogging posts: A DBpedia-based approach
(2017) International Journal of Computer Aided Engineering and Technology, 9 (3), pp. 337-350.
DOI: https://doi.org/10.1504/IJCAET.2017.084912
Kalloubi, F., Nfaoui, E.H., El Beqqali, O.
Harnessing semantic features for large-scale content-based hashtag recommendations on microblogging platforms
(2017) International Journal on Semantic Web and Information Systems, 13 (1), pp. 63-81.
DOI: https://doi.org/10.4018/IJSWIS.2017010105
Kalloubi, F., Nfaoui, E.H., El Beqqali, O.
Microblog semantic context retrieval system based on linked open data and graph-based theory
(2016) Expert Systems with Applications, 53, pp. 138-148.
DOI: https://doi.org/10.1016/j.eswa.2016.01.020
Elamine, D.O., Serraji, M., Nfaoui, E.H., Boumhidi, J.
Multi-agent architecture for optimal energy management of a smart micro-grid using a weighted hybrid BP-PSO algorithm for wind power prediction
(2016) International Journal of Technology Intelligence and Planning, 11 (1), pp. 20-35.
DOI: https://doi.org/10.1504/IJTIP.2016.074228
Mazouz, S., Malki, M.O.C., Nfaoui, E.H.
An XML-based mediator for health information systems
(2016) International Journal of Medical Engineering and Informatics, 8 (1), pp. 63-75.
DOI: https://doi.org/10.1504/IJMEI.2016.073654
Latrache, A., Nfaoui, E., Boumhidi, J.
A mobile agent based approach for automating "discover-compose" process of semantic web services
(2014) Journal of Computer Science, 10 (10), pp. 1628-1641.
DOI: https://doi.org/10.3844/jcssp.2014.1628.1641
Boulaalam, A., Nfaoui, E.H., El Beqqali, O.
Intelligent product based on mobile agent to accelerate the new product development process
(2013) Journal of Computer Science, 9 (7), pp. 856-865.
DOI: https://doi.org/10.3844/jcssp.2013.856.865
Nfaoui, E.H., El Beqqali, O., Ouzrout, Y., Bouras, A.
An approach of decision-making support based on collaborative agents for unexpected rush orders management
(2009) International Journal of Information Systems and Supply Chain Management, 2 (2), pp. 16-35.
DOI: https://doi.org/10.4018/jisscm.2009040102
Conference papers
Conference papers
Scopus profile: https://www.scopus.com/authid/detail.uri?authorId=55793822300
Bousselham H., Nfaoui E.H., Mourhir A.
Fine-Tuning GPT on Biomedical NLP Tasks: An Empirical Evaluation
(2024) ICCECE 2024 - International Conference on Computer, Electrical and Communication Engineering
DOI: 10.1109/ICCECE58645.2024.10497313
Bouarourou, S., Nfaoui, E.H., Boulalaam, A., Zannou, A.
A Predictive Model for Abnormal Conditions in Smart Farming using IoT Sensors. (2023) Procedia Computer Science, 230, pp. 248-256.
DOI: 10.1016/j.procs.2023.12.080
Elbiach, O., Grissette, H., Nfaoui, E.H.
Adverse Drug Reactions Detection from Social Media: an Empirical Evaluation of Machine Learning Techniques (2023) Proceedings - SITA 2023: 2023 14th International Conference on Intelligent Systems: Theories and Applications.
DOI: 10.1109/SITA60746.2023.10373604
Kalloubi, F., Nfaoui, E.H.
A ListNet-based Combination of Lexical and Semantic Features to Homogenize Folksonomies in Online Social Networks
(2023) 2023 3rd International Conference on Innovative Research in Applied Science, Engineering and Technology, IRASET 2023, .
DOI: 10.1109/IRASET57153.2023.10152947
El Hannaoui, O., Nfaoui, E.H., El Haoussi, F.
Word Sense Disambiguation in the Biomedical Domain: Short Literature Review
(2023) Lecture Notes in Networks and Systems, 713 LNNS, pp. 258-271.
DOI: 10.1007/978-3-031-35248-5_23
Hiba, C., Nfaoui, E.H., Loqman, C.
Fine-Tuning Transformer Models for Adverse Drug Event Identification and Extraction in Biomedical Corpora: A Comparative Study
(2023) Lecture Notes in Networks and Systems, 668 LNNS, pp. 957-966.
DOI: 10.1007/978-3-031-29857-8_95
Elfaik, H., Nfaoui, E.H.
Deep Contextualized Embeddings for Sentiment Analysis of Arabic Book's Reviews
(2022) Procedia Computer Science, 215, pp. 973-982.
DOI: 10.1016/j.procs.2022.12.100
Alaoui, R.L., Nfaoui, E.H.
Web attacks detection using stacked generalization ensemble for LSTMs and word embedding
(2022) Procedia Computer Science, 215, pp. 687-696.
DOI: 10.1016/j.procs.2022.12.070
Lasri, S., Nfaoui, E.H., El Haoussi, F.
Suicide Ideation Detection on Social Networks: Short Literature Review
(2022) Procedia Computer Science, 215, pp. 713-721.
DOI: 10.1016/j.procs.2022.12.073
Grissette, H., Nfaoui, E.H.
Do Patients Tend to Find Positive or Negative Feedback on Social Networks? A Study of The Main Aspects of Modelling Patient Understanding Based on Emotional Variants
(2022) 2022 International Conference on Intelligent Systems and Computer Vision, ISCV 2022, .
DOI: 10.1109/ISCV54655.2022.9806094
Kanzouai, C., Zannou, A., Nfaoui, E.H., Boulaalam, A.
Query Processing in IoT Based on Spatial and Temporal Information
(2022) Lecture Notes in Networks and Systems, 455 LNNS, pp. 269-276.
DOI: 10.1007/978-3-031-02447-4_28
Lasri, S., Nfaoui, E.H.
Ranking Task in RAS: A Comparative Study of Learning to Rank Algorithms and Interleaving Methods
(2022) Lecture Notes in Networks and Systems, 454 LNNS, pp. 158-168.
DOI: 10.1007/978-3-031-01942-5_16
Bouarourou, S., Zannou, A., Boulaalam, A., Nfaoui, E.H.
Sensors Deployment in IoT Environment
(2022) Lecture Notes in Networks and Systems, 454 LNNS, pp. 276-283.
DOI: 10.1007/978-3-031-01942-5_27
Achsas, S., Nfaoui, E.H.
Academic Aggregated Search Approach Based on BERT Language Model
(2022) 2022 2nd International Conference on Innovative Research in Applied Science, Engineering and Technology, IRASET 2022, .
DOI: 10.1109/IRASET52964.2022.9737888
Bouarourou, S., Zannou, A., Boulaalam, A., Nfaoui, E.H.
IoT Based Smart Agriculture Monitoring System with Predictive Analysis
(2022) 2022 2nd International Conference on Innovative Research in Applied Science, Engineering and Technology, IRASET 2022, .
DOI: 10.1109/IRASET52964.2022.9738367
Grissette, H., Nfaoui, E.H.
The Impact of COVID-19 on Parkinson’s Disease Patients from Social Networks
(2022) Smart Innovation, Systems and Technologies, 237, pp. 859-871.
DOI: 10.1007/978-981-16-3637-0_60
Grissette, H., Nfaoui, E.H.
Adversarial LSTM-Based Sequence-to-Sequence Model for Drug-Related Reactions Understanding
(2022) Lecture Notes in Networks and Systems, 216, pp. 49-59.
DOI: 10.1007/978-981-16-1781-2_6
Habous, A., Nfaoui, E.H.
A Term Weighting Scheme Using Fuzzy Logic for Enhancing Candidate Screening Task
(2022) Lecture Notes in Electrical Engineering, 745, pp. 77-87.
DOI: 10.1007/978-981-33-6893-4_8
Elfaik, H., Nfaoui, E.H.
Deep attentional bidirectional LSTM for arabic sentiment analysis in Twitter
(2021) 2021 1st International Conference on Emerging Smart Technologies and Applications, eSmarTA 2021, .
DOI: 10.1109/eSmarTA52612.2021.9515751
Zannou, A., Boulaalam, A., Nfaoui, E.H.
Predicting the Traffic Congestion and Optimal Route in a Smart City Exploiting IoT Devices
(2021) Proceedings - 2021 International Conference on Digital Age and Technological Advances for Sustainable Development, ICDATA 2021, pp. 53-57.
DOI: 10.1109/ICDATA52997.2021.00019
Zannou, A., Boulaalam, A., Nfaoui, E.H.
An Optimal Base Stations Positioning for the Internet of Things Devices
(2021) 2021 International Conference on Optimization and Applications, ICOA 2021, art. no. 9442661, .
DOI: 10.1109/ICOA51614.2021.9442661
Habous, A., Nfaoui, E.H., Oubenaalla, Y.
Predicting Employee Attrition using Supervised Learning Classification Models
(2021) 5th International Conference on Intelligent Computing in Data Sciences, ICDS 2021,
DOI: 10.1109/ICDS53782.2021.9626761
Elfaik, H., Nfaoui, E.H.
Social Arabic Emotion Analysis: A Comparative Study of Multiclass Classification Techniques
(2021) 5th International Conference on Intelligent Computing in Data Sciences, ICDS 2021,
DOI: 10.1109/ICDS53782.2021.9626753
Grissette, H., Nfaoui, E.H.
Drug Reaction Discriminator within Encoder-Decoder Neural Network Model: COVID-19 Pandemic Case Study
(2020) 2020 7th International Conference on Social Network Analysis, Management and Security, SNAMS 2020, art. no. 9336561, .
DOI: 10.1109/SNAMS52053.2020.9336561
Zannou, A., Boulaalam, A., Nfaoui, E.H.
Path length optimization in heterogeneous network for internet of things
(2020) 2020 IEEE 2nd International Conference on Electronics, Control, Optimization and Computer Science, ICECOCS 2020, art. no. 9314437, .
DOI: 10.1109/ICECOCS50124.2020.9314437
Boumhidi, A., Nfaoui, E.H.
Mining User's Opinions and Emojis for Reputation Generation Using Deep Learning
(2020) 4th International Conference on Intelligent Computing in Data Sciences, ICDS 2020, art. no. 9268758, .
DOI: 10.1109/ICDS50568.2020.9268758
Benlahbib, A., Nfaoui, E.H.
AmazonRep: A Reputation System to Support Amazon's Customers Purchase Decision Making Process based on Mining Product Reviews
(2020) 4th International Conference on Intelligent Computing in Data Sciences, ICDS 2020, art. no. 9268769, .
DOI: 10.1109/ICDS50568.2020.9268769
Achsas, S., Nfaoui, E.H.
Language representation learning models: A comparative study
(2020) ACM International Conference Proceeding Series, pp. 163-168.
DOI: 10.1145/3419604.3419773
Dib, B., Kalloubi, F., Nfaoui, E.H., Boulaalam, A.
Leveraging topic feature for followee recommendation on Twitter network
(2020) 2020 International Conference on Intelligent Systems and Computer Vision, ISCV 2020, art. no. 9204041, .
DOI: 10.1109/ISCV49265.2020.9204041
Zannou, A., Boulaalam, A., Nfaoui, E.H.
A Node Capability Classification in Internet of Things
(2020) 2020 International Conference on Intelligent Systems and Computer Vision, ISCV 2020, art. no. 9204024, .
DOI: 10.1109/ISCV49265.2020.9204024
Kaibi, I., Nfaoui, E.H., Satori, H.
Sentiment Analysis Approach Based on Combination of Word Embedding Techniques
(2020) Advances in Intelligent Systems and Computing, 1076, pp. 805-813.
DOI: 10.1007/978-981-15-0947-6_76
Zannou, A., Boulaalam, A., Nfaoui, E.H.
System Service Provider–Customer for IoT (SSPC-IoT)
(2020) Advances in Intelligent Systems and Computing, 1076, pp. 731-739.
DOI: 10.1007/978-981-15-0947-6_70
Elfaik, H., Nfaoui, E.H.
A Comparative Evaluation of Classification Algorithms for Sentiment Analysis Using Word Embeddings
(2020) Advances in Intelligent Systems and Computing, 1105 AISC, pp. 1-11.
DOI: 10.1007/978-3-030-36674-2_1
Zannou, A., Boulaaam, A., Nfaoui, E.H.
A Task Allocation in IoT Using Ant Colony Optimization
(2019) Proceedings - 2019 International Conference on Intelligent Systems and Advanced Computing Sciences, ISACS 2019, art. no. 9068889, .
DOI: 10.1109/ISACS48493.2019.9068889
Benlahbib, A., Boumhidi, A., Nfaoui, E.H.
A Logistic Regression Approach for Generating Movies Reputation Based on Mining User Reviews
(2019) Proceedings - 2019 International Conference on Intelligent Systems and Advanced Computing Sciences, ISACS 2019, art. no. 9068916, .
DOI: 10.1109/ISACS48493.2019.9068916
Ben-Lhachemi, N., Nfaoui, E.H., Boumhidi, J.
Hashtag Recommender System Based on LSTM Neural Reccurent Network
(2019) 2019 3rd International Conference on Intelligent Computing in Data Sciences, ICDS 2019, art. no. 8942380, .
DOI: 10.1109/ICDS47004.2019.8942380
Grissette, H., Nfaoui, E.
Daily life patients sentiment analysis model based on well-encoded embedding vocabulary for related-medication text
(2019) Proceedings of the 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2019, pp. 921-928.
DOI: 10.1145/3341161.3343854
Kaibi, I., Nfaoui, E.H., Satori, H.
A comparative evaluation of word embeddings techniques for twitter sentiment analysis
(2019) 2019 International Conference on Wireless Technologies, Embedded and Intelligent Systems, WITS 2019, art. no. 8723864, .
DOI: 10.1109/WITS.2019.8723864
Grissette, H., Nfaoui, E.H.
A conditional sentiment analysis model for the embedding patient self-report experiences on social media
(2019) Advances in Intelligent Systems and Computing, 914, pp. 64-77.
DOI: 10.1007/978-3-030-11884-6_6
Benlahbib, A., Nfaoui, E.H.
An Unsupervised Approach for Reputation Generation
(2019) Procedia Computer Science, 148, pp. 80-86.
DOI: 10.1016/j.procs.2019.01.011
Achsas, S., Nfaoui, E.H.
An Analysis Study of Vertical Selection Task in Aggregated Search
(2019) Procedia Computer Science, 148, pp. 171-180.
DOI: 10.1016/j.procs.2019.01.021
Boumhidi, H., Nfaoui, E.H., Oubenaalla, Y.
MDX2SPARQL: Semantic query mapping of OLAP query language to SPARQL
(2018) 2018 International Conference on Intelligent Systems and Computer Vision, ISCV 2018, 2018-May, pp. 1-5.
DOI: 10.1109/ISACV.2018.8354049
Latrache, A., Nfaoui, E.H.
A multi-level approach for selecting and recommending semantic web services
(2018) Proceedings of 2017 International Conference on Electrical and Information Technologies, ICEIT 2017, 2018-January, pp. 1-6.
DOI: 10.1109/EITech.2017.8255222
Ben-Lhachemi, N., Nfaoui, E.H.
Using tweets embeddings for hashtag recommendation in twitter
(2018) Procedia Computer Science, 127, pp. 7-15.
DOI: 10.1016/j.procs.2018.01.092
Dib, B., Kalloubi, F., Nfaoui, E.H., Boulaalam, A.
Semantic-based followee recommendations on twitter network
(2018) Procedia Computer Science, 127, pp. 505-510.
DOI: 10.1016/j.procs.2018.01.149
Achsas, S., Nfaoui, E.H.
Improving relational aggregated search from big data sources using deep learning
(2017) 2017 Intelligent Systems and Computer Vision, ISCV 2017, art. no. 8054905, .
DOI: 10.1109/ISACV.2017.8054905
Gharouit, K., Nfaoui, E.H.
A comparison of classification algorithms for verbose queries detection using BabelNet
(2017) 2017 Intelligent Systems and Computer Vision, ISCV 2017, art. no. 8054931, .
DOI: 10.1109/ISACV.2017.8054931
Ben-Lhachemi, N., Nfaoui, E.H.
An extended spreading activation technique for hashtag recommendation in microblogging platforms
(2017) ACM International Conference Proceeding Series, Part F129475, art. no. a16, .
DOI: 10.1145/3102254.3102283
Latif, M., Lakhrissi, Y., Nfaoui, E.H., Es-Sbai, N.
Review of mobile cross platform and research orientations
(2017) 2017 International Conference on Wireless Technologies, Embedded and Intelligent Systems, WITS 2017, art. no. 7934674, .
DOI: 10.1109/WITS.2017.7934674
Aroussi, S.A., Nfaoui, E., Beqqali, O.E.
Improving question answering systems by using the explicit semantic analysis method
(2016) SITA 2016 - 11th International Conference on Intelligent Systems: Theories and Applications, art. no. 7772300, .
DOI: 10.1109/SITA.2016.7772300
Lasri, S., Nfaoui, E.H.
Aggregated search and interleaving methods: A survey
(2016) ACM International Conference Proceeding Series, art. no. a13, .
DOI: 10.1145/3010089.3010098
Achsas, S., Nfaoui, E.H.
Intelligent layer for relational aggregated search based on deep neural networks
(2016) Proceedings of IEEE/ACS International Conference on Computer Systems and Applications, AICCSA, 0, art. no. 7945754, .
DOI: 10.1109/AICCSA.2016.7945754
Latif, M., Lakhrissi, Y., Nfaoui, E.H., Es-Sbai, N.
Cross platform approach for mobile application development: A survey
(2016) 2016 International Conference on Information Technology for Organizations Development, IT4OD 2016, art. no. 7479278, .
DOI: 10.1109/IT4OD.2016.7479278
El Madani El Alami, Y., Nfaoui, E.H., Beqqali, O.E.
A novel collaborative filtering approach based on social network experts
(2016) 2016 International Conference on Information Technology for Organizations Development, IT4OD 2016, art. no. 7479277, .
DOI: 10.1109/IT4OD.2016.7479277
Kalloubi, F., Nfaoui, E.H., Beqqali, O.E.
On using graph centrality measures for DBpedia-based tweet entity linking
(2016) 2016 International Conference on Information Technology for Organizations Development, IT4OD 2016, art. no. 7479307, .
DOI: 10.1109/IT4OD.2016.7479307
Serraji, M., Boumhidi, J., Nfaoui, H.
MAS energy management of a microgrid based on fuzzy logic control
(2015) 2015 Intelligent Systems and Computer Vision, ISCV 2015, art. no. 7106187, .
DOI: 10.1109/ISACV.2015.7106187
El Madani El Alami, Y., Nfaoui, E.H., El Beqqali, O.
Toward an effective hybrid collaborative filtering: A new approach based on matrix factorization and heuristic-based neighborhood
(2015) 2015 Intelligent Systems and Computer Vision, ISCV 2015, art. no. 7105543, .
DOI: 10.1109/ISACV.2015.7105543
Elamine, D.O., Nfaoui, E.H., Jaouad, B.
Multi-agent system based on fuzzy control and prediction using NN for smart microgrid energy management
(2015) 2015 Intelligent Systems and Computer Vision, ISCV 2015, art. no. 7105538, .
DOI: 10.1109/ISACV.2015.7105538
Latrache, A., Nfaoui, E.H., Boumhidi, J.
Multi agent based incident management system according to ITIL
(2015) 2015 Intelligent Systems and Computer Vision, ISCV 2015, art. no. 7105552, .
DOI: 10.1109/ISACV.2015.7105552
Latrache, A., Nfaoui, E., Boumhidi, J.
Semantic web services approach for collaboration in E-Gov context
(2015) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 8954, pp. 192-197.
DOI: 10.1007/978-3-319-22885-3_17
El Madani El Alami, Y., El Habib, Nfaoui., El Beqqali, O.
Improving neighborhood-based collaborative filtering by a heuristic approach and an adjusted similarity measure
(2015) CEUR Workshop Proceedings, 1580, pp. 16-22.
Mazouz, S., Malki, O.M.C., Nfaoui, E.H.
Canonical document for medical data exchange
(2015) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 9085, pp. 37-44.
DOI: 10.1007/978-3-319-19156-0_5
Kalloubi, F., Nfaoui, E.H., El Beqqali, O.
Graph based tweet entity linking using DBpedia
(2014) Proceedings of IEEE/ACS International Conference on Computer Systems and Applications, AICCSA, 2014, art. no. 7073240, pp. 501-506.
DOI: 10.1109/AICCSA.2014.7073240
Elamine, D.O., Nfaoui, E.H., Jaouad, B.
Multi-agent architecture for smart micro-grid optimal control using a hybrid BP-PSO algorithm for wind power prediction
(2014) 2014 2nd World Conference on Complex Systems, WCCS 2014, art. no. 7060951, pp. 554-560.
DOI: 10.1109/ICoCS.2014.7060951
Kalloubi, F., Nfaoui, E.H., El Beqqali, O.
Named entity linking in microblog posts using graph-based centrality scoring
(2014) 2014 9th International Conference on Intelligent Systems: Theories and Applications, SITA 2014, art. no. 6847286, .
DOI: 10.1109/SITA.2014.6847286
Outahar, I., Nfaoui, E., El Beqqali, O.E.
Implementing knowledge management in supply chain: Literature review
(2013) Proceedings of IEEE/ACS International Conference on Computer Systems and Applications, AICCSA, art. no. 6616478, .
DOI: 10.1109/AICCSA.2013.6616478
Boulaalam, A., Nfaoui, E.H., El Beqqali, O.E.
Architecture based on mobile agent and PEIDs technologies to improve innovation in PLM
(2013) 2013 8th International Conference on Intelligent Systems: Theories and Applications, SITA 2013, art. no. 6560822, .
DOI: 10.1109/SITA.2013.6560822
Nfaoui, E.H., El Beqqali, O.E., Ouzrout, Y., Bouras, A.
An approach of agent-based distributed simulation for supply chains: Negotiation protocols between collaborative agents
(2006) ESM 2006 - 2006 European Simulation and Modelling Conference: Modelling and Simulation 2006, pp. 290-295.
Book Chapters
Book Chapters
Edited Journal Special Issues
Edited Journal Special Issues
Boumhidi, J., Nfaoui, E. H., Hagras, H., & Vellasco, M. (2021).
Special issue on recent advances in computational intelligence and cognitive systems (RACICS). Cognitive Systems Research, 70, 63. ISSN: 13890417. PUBLISHER: Elsevier B.V.
DOI: https://doi.org/10.1016/j.cogsys.2021.07.011
J. Boumhidi and E. Nfaoui. (2016).
Special Issue on Advanced Computing in Intelligent Systems. International Journal of Intelligent Engineering Informatics (IJIEI), Inderscience Publishers, Vol. 4 No. 3/4, 2016. ISSN (Online) 1758-8723, ISSN (Print) 1758-8715
https://www.inderscience.com/info/inarticletoc.php?jcode=ijiei&year=2016&vol=4&issue=3/4
Edited Proceedings
Edited Proceedings
Oubenaalla, Y., Nfaoui, E.H., Boumhidi, J., Loqman, C., Alippi, C.
(2024) Sixth International Conference on Intelligent Computing in Data Sciences (ICDS), Marrakech, Morocco, 2024, pp. 1-1,
doi: https://doi.org/10.1109/ICDS62089.2024.10756307
Nfaoui, E.H., Boumhidi, J., Oubenaalla, Y., Azough, A., Alippi, C.
(2021) 5th International Conference on Intelligent Computing in Data Sciences, ICDS 2021, . IEEE
DOI: https://doi.org/10.1109/ICDS53782.2021.9626717
Oubenaalla, Y., Nfaoui, E.H., Boumhidi, J., Loqman, C., Riffi, J., Kozma, R., Mestari, M., Alippi, C.
(2020) 4th International Conference on Intelligent Computing in Data Sciences, ICDS 2020, art. no. 9268750, . IEEE
DOI: https://doi.org/10.1109/ICDS50568.2020.9268750
Angelov, P., Boumhidi, J., Hagras, H., Nfaoui, E.H., Oubenaalla, Y., Loqman, C., Mestari, M., Mousannif, H.
(2019) 2019 3rd International Conference on Intelligent Computing in Data Sciences, ICDS 2019, art. no. 8942299, . IEEE
DOI: https://doi.org/10.1109/ICDS47004.2019.8942299
Boumhidi, J., Ghanou, Y., Najah, S., Nfaoui, E.H., Oubenaalla, Y., Zahi, A., Zenkouar, K.
Proceedings Of The 2nd International Conference On Intelligent Computing In Data Sciences (2019) Procedia Computer Science, 148, p. 1. Elsevier B.V.
DOI: https://doi.org/10.1016/j.procs.2019.01.001
Jaouad BOUMHIDI, Péter ÉRDI, Youssef GHANOU, El Habib NFAOUI, Youness OUBENAALLA.
Proceedings of the First International Conference on Intelligent Computing in Data Sciences, ICDS2017. Volume 127, Pages 1-548 (2018). Procedia Computer Science 1877-0509 © 2018. ISSN: 1877-0509. Elsevier B.V.
https://www.sciencedirect.com/journal/procedia-computer-science/vol/127/suppl/C
Nfaoui, E.H., Boumhidi, J.
(2017) 2017 Intelligent Systems and Computer Vision, ISCV 2017, art. no. 8054995, . IEEE
DOI: https://doi.org/10.1109/ISACV.2017.8054995
Lakhrissi, Y., Nfaoui, E.H., Kenzi, A., Bendjenna, H.
(2016) 2016 International Conference on Information Technology for Organizations Development, IT4OD 2016, art. no. 7479331, . IEEE
DOI: https://doi.org/10.1109/IT4OD.2016.7479331
Boumhidi, J., Nfaoui, E.
(2015) 2015 Intelligent Systems and Computer Vision, ISCV 2015, art. no. 7106199, . IEEE
“This initiative aims to produce statistical indicators about scientific research in Moroccan universities,” the CNRST said. An online platform that allows researchers, institutions, and the public to easily access and download the data.
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