News
News!
2023.10.25: I present a research paper in the AAAI Fall Symposium Series- Artificial Intelligence and Climate: The Role of AI in a Climate-Smart Sustainable Future held in Arlington, VA, USA.
2023.10.08: I am again listed in the top 2% of scientists worldwide by the Scopus database
2023.09.15: One paper is accepted in GeoInformatica
2023.06.26: One survey paper is accepted in IEEE Access
2023.06.26: I attend a 5-day series of training on machine learning and deep learning implementation at the supercomputing scale at the University of Texas at Austin, TX, USA.
2023.04.03: Two papers have been accepted in the International Geoscience and Remote Sensing Symposium (IGARSS), the flagship conference of the IEEE Geoscience and Remote Sensing Society.
2023.02.28: My published papers receive > 2,000 citations in Google Scholar
2022.11.09: One paper is accepted in BDCC journal
2022.10.14: I join the Graduate School, UMBC, as a faculty associate.
2022.10.10: One paper has been accepted in the Expert Systems with Applications journal (Q1, IF: 8.665)
2022.10.10: I am listed among the top 2% of scientists worldwide w.r.t single year impact based on the Scopus database. Link
2022.09.26: One paper ' Recent advances in the application of deep learning for fault diagnosis of rotating machinery using vibration signals' has been accepted in the Artificial Intelligence Review (Q1, IF: 9.588).
2022.09.14: One paper has been accepted in the Algorithms journal.
2022.08.12: A paper 'Leveraging a heterogeneous ensemble learning for outcome-based predictive monitoring using business process event logs' is accepted in Electronics (IF: 2.690).
2022.06.22: I start a new position as a research associate at the University of Maryland, Baltimore County (UMBC), MD, USA.
2022.05.07: A review paper entitled "A Systematic Mapping Study and Empirical Comparison of Data-driven Intrusion Detection Techniques in Industrial Control Networks", has been accepted for publication in the Archives of Computational Methods in Engineering (IF: 7.302).
2022.04.14: A paper is accepted in Big Data and Cognitive Computing journal.
2022.03.30: A paper has been accepted in Neural Computing and Applications (IF: 5.606), with the title: "An improved semantic segmentation with region proposal network for cardiac defect interpretation."
2022.03.11: A paper entitled "An EfficientNet-based weighted ensemble model for industrial machine malfunction detection using acoustic signals" is accepted in IEEE Access.
2021.12.02: A research paper entitled "Exploring Ensemble-based Class Imbalance Learners for Intrusion Detection in Industrial Control Networks " has been accepted in Big Data and Cognitive Computing (Scopus, Q1)
2021.10.29: I am listed among the top 100,000 scientists w.r.t single year impact based on the Scopus database. link
2021.10.28: I delivered a keynote speech at ICIMCIS 2021. link
2021.06.25: A short communication paper entitled "Comments on "Stacking ensemble-based deep neural networks modeling for effective epileptic seizure detection" has been accepted in Expert Systems with Applications (IF: 5.452, Q1 in CS)
2020.12.22: A review paper entitled "Ensemble Learning for Intrusion Detection Systems: A Systematic Mapping Study and Cross-benchmark Evaluation" is accepted in Computer Science Review (IF: 7.707, Q1 in CS)
2020.10.06: A research paper discussing performance evaluation of classification algorithms for clinical decision support system has been accepted in Mathematics (IF: 1.747, Q1, Rank: 28/324 in mathematics)
2020.09.16: After two wonderful years in POSTECH, I am now moving to Data Science Group, IBS as a senior research fellow.
2020.08.25: A research paper about stack of deep neural network for anomaly intrusion detection systems has been accepted in Computers, Materials & Continua (IF: 4.890, Q1, Rank: 21/156 in computer science and information systems)
2020.07.14: Paper is accepted in IEEE Access: "Vision-based fault diagnostics using explainable deep learning with class activation maps."
2020.07.02: Paper entitled "An Improved Classification and Localization Approach to Small Bowel Capsule Endoscopy Using Convolutional Neural Network" is accepted in Digestive Endoscopy.
2020.06.10: Paper is accepted in Clinical and Experimental Otorhinolaryngology: "Recent advances in the application of artificial intelligence in otorhinolaryngology-head and neck surgery"
2020.06.09: Paper is accepted in ACM TIST: "An empirical investigation of different classifiers, encoding and ensemble schemes for next event prediction using business process event logs"
2020.05.28: Paper is accepted in Applied Sciences [MDPI] entitled: "Reliability-enhanced camera lens module classification using semi-supervised regression method"
2020.04.06: Paper is accepted in Biomed Research International entitled "Improving an intelligent detection system for coronary heart disease using a two-tier classifier ensemble"
2020.02.13: Paper is accepted in Sensors [MDPI] entitled "Software-defined vehicular cloud networks: Architecture, applications and virtual machine migration"
2020.01.22: Another paper is accepted in IEEE Access, entitled "An enhanced anomaly detection in Web traffic using a stack of classifier ensemble"
2020.01.21: The paper entitled "Spatial and sequential deep learning approach for predicting temperature distribution in a steel-making continuous casting process" has been accepted in IEEE Access.
2019.12.23: One paper is accepted in Sensors [MDPI] journal entitled: "Secure and Blockchain based Emergency Driven Message Protocol for 5G Enabled Vehicular Edge Computing"
2019.12.06: Paper entitled "Steel Surface Defect Diagnostic using Deep Convolutional Neural Network and Class Activation Map" has been accepted in Applied Sciences [MDPI] journal.
2019.11.23: I gave a keynote speech at The 1st SICONIAN, Palembang, Indonesia.
2019.08.13: Our paper entitled "Temperature control optimization in a steel-making continuous casting process using multimodal deep learning approach" has been accepted for publication in Steel Research International.
2019.08.06: I received a free ACM professional membership for one year (found here)
2019.07.08 : Our paper entitled "TSE-IDS: A Two-Stage Classifier Ensemble for Intelligent Anomaly-based Intrusion Detection System" has been accepted for publication in IEEE Access. This paper is a part of his PhD thesis at PKNU.
2019.07.02: Our manuscript entitled "A Neural Network Model for Material Degradation Detection and Diagnosis using Microscopic Images" has been accepted for publication in IEEE Access. The paper becomes the first publication with POSTECH.
2019.06.26: I presented a paper at The Fifth International Conference on the Interface between Statistics and Engineering (ICISE2019), Hanyang University, Seoul, Korea.
2019.06.14: I gave an invited talk at a research colloquium held in Barun ICT Research Center, Yonsei University, Seoul, Korea.