Nabil Belacel

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 14

Top Topics

Artificial Fish

Binary Integer Programming

Hierarchical Clustering

Machine Learning

Top Venues

ICAART (Revised Selected Papers)

Int. J. Pattern Recognit. Artif. Intell.

Publications

Zara Cook, Grant Sinha, Jack Wang, Chengzong Zhao, Nabil Belacel, Sam M. Doesburg, George Medvedev, Urs Ribary, Vasily A. Vakorin, Pengcheng Xi
Enhancing Brain Age Prediction: A Generative AI Approach for EEG Machine Learning Models. I2MTC (2024)
Rene Richard, Nabil Belacel
An Online, Adaptive and Unsupervised Regression Framework with Drift Detection for Label Scarcity Contexts. CoRR (2023)
Grant Sinha, Nabil Belacel, Zhiyang Gu, Sam M. Doesburg, George Medvedev, Urs Ribary, Vasily A. Vakorin, Pengcheng Xi
Machine Learning Methods for Electroencephalogram-Based Age Prediction. SENSORS (2023)
Nabil Belacel, René Richard, Zhicheng Max Xu
An LSTM Encoder-Decoder Approach for Unsupervised Online Anomaly Detection in Machine Learning Packages for Streaming Data. Big Data (2022)
Nabil Belacel, Cheng Duan, Diana Inkpen
The K-Closest Resemblance Classifier for Remote Sensing Data. Canadian Conference on AI (2020)
Nabil Belacel, Guangze Wei, Yassine Bouslimani
The k Closest Resemblance Classifier for Amazon Products Recommender System. ICAART (2) (2020)
Youcef Djeddi, Hacène Aït Haddadène, Nabil Belacel
An extension of adaptive multi-start tabu search for the maximum quasi-clique problem. Comput. Ind. Eng. 132 (2019)
Nabil Belacel, Miroslava Cuperlovic-Culf
Classifier for Feature Selection with Application to Alzheimer Metabolomics Data Analysis. Int. J. Pattern Recognit. Artif. Intell. 33 (11) (2019)
Nabil Belacel, Guillaume Durand, Serge Léger, Cajetan Bouchard
Splitting-merging Clustering Algorithm for Collaborative Filtering Recommendation System. ICAART (2) (2018)
Nabil Belacel, Guillaume Durand, Serge Léger, Cajetan Bouchard
Scalable Collaborative Filtering Based on Splitting-Merging Clustering Algorithm. ICAART (Revised Selected Papers) (2018)
Guillaume Durand, Cyril Goutte, Nabil Belacel, Yassine Bouslimani, Serge Léger
A diagnostic tool for competency-based program engineering. LAK (2018)
Cyrus Minwalla, Dan Tulpan, Nabil Belacel, Fazel Famili, Kristopher Ellis
Detection of Airborne Collision-Course Targets for Sense and Avoid on Unmanned Aircraft Systems Using Machine Vision Techniques. Unmanned Syst. 4 (4) (2016)
Si He, Nabil Belacel, Alan Chan, Habib Hamam, Yassine Bouslimani
A Hybrid Artificial Fish Swarm Simulated Annealing Optimization Algorithm for Automatic Identification of Clusters. Int. J. Inf. Technol. Decis. Mak. 15 (5) (2016)
Guillaume Durand, Nabil Belacel, Cyril Goutte
Competency Based Learning in the Web of Learning Data. WWW (Companion Volume) (2016)
Guillaume Durand, Nabil Belacel, Cyril Goutte
Evaluation of Expert-Based Q-Matrices Predictive Quality in Matrix Factorization Models. EC-TEL (2015)
François LaPlante, Mustapha Kardouchi, Nabil Belacel
Image Categorization Using a Heuristic Automatic Clustering Method Based on Hierarchical Clustering. ICIAR (2015)
Feras N. Al-Obeidat, Ahmad T. Al-Taani, Nabil Belacel, Leo Feltrin, Neil R. Banerjee
A Fuzzy Decision Tree for Processing Satellite Images and Landsat Data. ANT/SEIT (2015)
François LaPlante, Nabil Belacel, Mustapha Kardouchi
A Heuristic Automatic Clustering Method Based on Hierarchical Clustering. ICAART (Revised Selected Papers) (2014)
François LaPlante, Nabil Belacel, Mustapha Kardouchi
A Hierarchical Clustering Based Heuristic for Automatic Clustering. ICAART (1) (2014)
Nabil Belacel, Guillaume Durand, François LaPlante
A Binary Integer Programming Model for Global Optimization of Learning Path Discovery. EDM (Workshops) (2014)
Guillaume Durand, Nabil Belacel, François LaPlante
Graph theory based model for learning path recommendation. Inf. Sci. 251 (2013)
Abdel Ilah Salhi, Mustapha Kardouchi, Nabil Belacel
Fast and efficient face recognition system using random forest and histograms of oriented gradients. BIOSIG (2012)
Feras N. Al-Obeidat, Nabil Belacel, Juan A. Carretero, Prabhat Mahanti
An evolutionary framework using particle swarm optimization for classification method PROAFTN. Appl. Soft Comput. 11 (8) (2011)
Nabil Belacel, Feras N. Al-Obeidat
A Learning Method for Developing PROAFTN Classifiers and a Comparative Study with Decision Trees. Canadian Conference on AI (2011)
Feras N. Al-Obeidat, Nabil Belacel
Alternative approach for learning and improving the MCDA method PROAFTN. Int. J. Intell. Syst. 26 (5) (2011)
Feras N. Al-Obeidat, Nabil Belacel, Juan A. Carretero, Prabhat Mahanti
Differential Evolution for learning the classification method PROAFTN. Knowl. Based Syst. 23 (5) (2010)
Feras N. Al-Obeidat, Nabil Belacel, Juan A. Carretero, Prabhat Mahanti
Automatic Parameter Settings for the PROAFTN Classifier Using Hybrid Particle Swarm Optimization. Canadian Conference on AI (2010)
Feras N. Al-Obeidat, Nabil Belacel, Prabhat Mahanti, Juan A. Carretero
Discretization Techniques and Genetic Algorithm for Learning the Classification Method PROAFTN. ICMLA (2009)
Si He, Nabil Belacel, Habib Hamam, Yassine Bouslimani
Fuzzy Clustering with Improved Artificial Fish Swarm Algorithm. CSO (2) (2009)
Wassim Bouachir, Mustapha Kardouchi, Nabil Belacel
Improving Bag of Visual Words Image Retrieval: A Fuzzy Weighting Scheme for Efficient Indexation. SITIS (2009)
Imen Sassi, Nabil Belacel, Yassine Bouslimani, Habib Hamam
Multicriteria PCF Design: An Accurate Photonic Crystal Fiber Design Tool. CNSR (2009)
Christa Wang, Nabil Belacel
VNSOptClust: A Variable Neighborhood Search Based Approach for Unsupervised Anomaly Detection. MCO (2008)
Nabil Belacel, Hiral Bhasker Raval, Abraham P. Punnen
Learning multicriteria fuzzy classification method PROAFTN from data. Comput. Oper. Res. 34 (7) (2007)
Nabil Belacel, Miroslava Cuperlovic-Culf, Mark Laflamme, Rodney Ouellette
Fuzzy J-Means and VNS methods for clustering genes from microarray data. Bioinform. 20 (11) (2004)
Nabil Belacel, Mohamed Rachid Boulassel
Multicriteria fuzzy classification procedure PROCFTN: methodology and medical application. Fuzzy Sets Syst. 141 (2) (2004)
Yu Guan, Ali A. Ghorbani, Nabil Belacel
An Unsupervised Clustering Algorithm for Intrusion Detection. Canadian Conference on AI (2003)
Nabil Belacel, Pierre Hansen, Nenad Mladenovic
Fuzzy J-Means: a new heuristic for fuzzy clustering. Pattern Recognit. 35 (10) (2002)
Nabil Belacel, Mohamed Rachid Boulassel
Multicriteria fuzzy assignment method: a useful tool to assist medical diagnosis. Artif. Intell. Medicine 21 (1-3) (2001)
Nabil Belacel, Philippe Vincke, J. M. Scheiff, Mohamed Rachid Boulassel
Acute leukemia diagnosis aid using multicriteria fuzzy assignment methodology. Comput. Methods Programs Biomed. 64 (2) (2001)
Nabil Belacel
Multicriteria assignment method PROAFTN: Methodology and medical application. Eur. J. Oper. Res. 125 (1) (2000)