Nabil Belacel

45 papers A 1B 2C 1Misc 1Journal 18Unranked 21
YearRankTypeTitle / Venue / Authors
2026 J jnl
Metabolomic Biomarker Discovery for ADHD Diagnosis Using Interpretable Machine Learning.
CoRR
Nabil Belacel, Mohamed Rachid Boulassel
2026 J jnl
Multi-Attribute Utility Deep Reinforcement Learning method for Sequential Multi-Criteria Decision problems: Application to human resource planning.
Comput. Oper. Res.
Mohammadreza Nematollahi, Adel Guitouni, Nafiseh Izadyar, Nabil Belacel, Andrew Park
2025 J jnl
A Closest Resemblance Classifier with Feature Interval Learning and Outranking Measures for Improved Performance.
Algorithms
Nabil Belacel
2024 — conf
Decoding Brain Age: A Self-Supervised Graph Neural Network Framework for EEG Analysis.
IEEE SENSORS
Zara Cook, Chengzong Zhao, Livia Murray, Jivan Kesan, Nabil Belacel, Sam M. Doesburg, George Medvedev, Vasily A. Vakorin, Pengcheng Xi
2024 — conf
Enhancing Brain Age Prediction: A Generative AI Approach for EEG Machine Learning Models.
I2MTC
Zara Cook, Grant Sinha, Jack Wang, Chengzong Zhao, Nabil Belacel, Sam M. Doesburg, George Medvedev, Urs Ribary, Vasily A. Vakorin, Pengcheng Xi
2024 — conf
Leveraging Large Language Models and Fuzzy Clustering for EEG Report Analysis.
IEEE SENSORS
Chengzong Zhao, Zara Cook, Livia Murray, Jivan Kesan, Nabil Belacel, Sam M. Doesburg, George Medvedev, Vasily A. Vakorin, Pengcheng Xi
2023 J jnl
An Online, Adaptive and Unsupervised Regression Framework with Drift Detection for Label Scarcity Contexts.
CoRR
Rene Richard, Nabil Belacel
2023 — conf
Machine Learning Methods for Electroencephalogram-Based Age Prediction.
SENSORS
Grant Sinha, Nabil Belacel, Zhiyang Gu, Sam M. Doesburg, George Medvedev, Urs Ribary, Vasily A. Vakorin, Pengcheng Xi
2022 B conf
An LSTM Encoder-Decoder Approach for Unsupervised Online Anomaly Detection in Machine Learning Packages for Streaming Data.
IEEE Big Data
Nabil Belacel, René Richard, Zhicheng Max Xu
2020 — conf
The K-Closest Resemblance Classifier for Remote Sensing Data.
Canadian AI
Nabil Belacel, Cheng Duan, Diana Inkpen
2020 — conf
The k Closest Resemblance Classifier for Amazon Products Recommender System.
ICAART (2)
Nabil Belacel, Guangze Wei, Yassine Bouslimani
2019 J jnl
An extension of adaptive multi-start tabu search for the maximum quasi-clique problem.
Comput. Ind. Eng.
Youcef Djeddi, Hacène Aït Haddadène, Nabil Belacel
2019 — ch.
Combining Machine Learning and Metaheuristics Algorithms for Classification Method PROAFTN.
Enhanced Living Environments
Feras N. Al-Obeidat, Nabil Belacel, Bruce Spencer
2018 A conf
A diagnostic tool for competency-based program engineering.
LAK
Guillaume Durand, Cyril Goutte, Nabil Belacel, Yassine Bouslimani, Serge Léger
2018 — conf
Scalable Collaborative Filtering Based on Splitting-Merging Clustering Algorithm.
ICAART (Revised Selected Papers)
Nabil Belacel, Guillaume Durand, Serge Léger, Cajetan Bouchard
2018 — conf
Splitting-merging Clustering Algorithm for Collaborative Filtering Recommendation System.
ICAART (2)
Nabil Belacel, Guillaume Durand, Serge Léger, Cajetan Bouchard
2016 J jnl
A Hybrid Artificial Fish Swarm Simulated Annealing Optimization Algorithm for Automatic Identification of Clusters.
Int. J. Inf. Technol. Decis. Mak.
Si He, Nabil Belacel, Alan Chan, Habib Hamam, Yassine Bouslimani
2016 — conf
Competency Based Learning in the Web of Learning Data.
WWW (Companion Volume)
Guillaume Durand, Nabil Belacel, Cyril Goutte
2016 J jnl
Detection of Airborne Collision-Course Targets for Sense and Avoid on Unmanned Aircraft Systems Using Machine Vision Techniques.
Unmanned Syst.
Cyrus Minwalla, Dan Tulpan, Nabil Belacel, Fazel Famili, Kristopher Ellis
2015 — conf
A Fuzzy Decision Tree for Processing Satellite Images and Landsat Data.
ANT/SEIT
Feras N. Al-Obeidat, Ahmad T. Al-Taani, Nabil Belacel, Leo Feltrin, Neil R. Banerjee
2015 B conf
Evaluation of Expert-Based Q-Matrices Predictive Quality in Matrix Factorization Models.
EC-TEL
Guillaume Durand, Nabil Belacel, Cyril Goutte
2015 — conf
Image Categorization Using a Heuristic Automatic Clustering Method Based on Hierarchical Clustering.
ICIAR
François LaPlante, Mustapha Kardouchi, Nabil Belacel
2014 — conf
A Binary Integer Programming Model for Global Optimization of Learning Path Discovery.
EDM (Workshops)
Nabil Belacel, Guillaume Durand, François LaPlante
2014 — conf
A Heuristic Automatic Clustering Method Based on Hierarchical Clustering.
ICAART (Revised Selected Papers)
François LaPlante, Nabil Belacel, Mustapha Kardouchi
2014 — conf
A Hierarchical Clustering Based Heuristic for Automatic Clustering.
ICAART (1)
François LaPlante, Nabil Belacel, Mustapha Kardouchi
2013 J jnl
Graph theory based model for learning path recommendation.
Inf. Sci.
Guillaume Durand, Nabil Belacel, François LaPlante
2012 — conf
Fast and efficient face recognition system using random forest and histograms of oriented gradients.
BIOSIG
Abdel Ilah Salhi, Mustapha Kardouchi, Nabil Belacel
2011 — conf
A Learning Method for Developing PROAFTN Classifiers and a Comparative Study with Decision Trees.
Canadian AI
Nabil Belacel, Feras N. Al-Obeidat
2011 J jnl
Alternative approach for learning and improving the MCDA method PROAFTN.
Int. J. Intell. Syst.
Feras N. Al-Obeidat, Nabil Belacel
2011 J jnl
An evolutionary framework using particle swarm optimization for classification method PROAFTN.
Appl. Soft Comput.
Feras N. Al-Obeidat, Nabil Belacel, Juan A. Carretero, Prabhat Mahanti
2010 — conf
Automatic Parameter Settings for the PROAFTN Classifier Using Hybrid Particle Swarm Optimization.
Canadian AI
Feras N. Al-Obeidat, Nabil Belacel, Juan A. Carretero, Prabhat Mahanti
2010 J jnl
Differential Evolution for learning the classification method PROAFTN.
Knowl. Based Syst.
Feras N. Al-Obeidat, Nabil Belacel, Juan A. Carretero, Prabhat Mahanti
2009 C conf
Discretization Techniques and Genetic Algorithm for Learning the Classification Method PROAFTN.
ICMLA
Feras N. Al-Obeidat, Nabil Belacel, Prabhat Mahanti, Juan A. Carretero
2009 — conf
Fuzzy Clustering with Improved Artificial Fish Swarm Algorithm.
CSO (2)
Si He, Nabil Belacel, Habib Hamam, Yassine Bouslimani
2009 — conf
Improving Bag of Visual Words Image Retrieval: A Fuzzy Weighting Scheme for Efficient Indexation.
SITIS
Wassim Bouachir, Mustapha Kardouchi, Nabil Belacel
2009 — conf
Multicriteria PCF Design: An Accurate Photonic Crystal Fiber Design Tool.
CNSR
Imen Sassi, Nabil Belacel, Yassine Bouslimani, Habib Hamam
2008 — conf
VNSOptClust: A Variable Neighborhood Search Based Approach for Unsupervised Anomaly Detection.
MCO
Christa Wang, Nabil Belacel
2007 J jnl
Learning multicriteria fuzzy classification method PROAFTN from data.
Comput. Oper. Res.
Nabil Belacel, Hiral Bhasker Raval, Abraham P. Punnen
2004 J jnl
Fuzzy J-Means and VNS methods for clustering genes from microarray data.
Bioinform.
Nabil Belacel, Miroslava Cuperlovic-Culf, Mark Laflamme, Rodney Ouellette
2004 J jnl
Multicriteria fuzzy classification procedure PROCFTN: methodology and medical application.
Fuzzy Sets Syst.
Nabil Belacel, Mohamed Rachid Boulassel
2003 Misc conf
An Unsupervised Clustering Algorithm for Intrusion Detection.
AI
Yu Guan, Ali A. Ghorbani, Nabil Belacel
2002 J jnl
Fuzzy J-Means: a new heuristic for fuzzy clustering.
Pattern Recognit.
Nabil Belacel, Pierre Hansen, Nenad Mladenovic
2001 J jnl
Acute leukemia diagnosis aid using multicriteria fuzzy assignment methodology.
Comput. Methods Programs Biomed.
Nabil Belacel, Philippe Vincke, J. M. Scheiff, Mohamed Rachid Boulassel
2001 J jnl
Multicriteria fuzzy assignment method: a useful tool to assist medical diagnosis.
Artif. Intell. Medicine
Nabil Belacel, Mohamed Rachid Boulassel
2000 J jnl
Multicriteria assignment method PROAFTN: Methodology and medical application.
Eur. J. Oper. Res.
Nabil Belacel