Nabil Belacel

According to our database, Nabil Belacel authored at least 41 papers between 2000 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Enhancing Brain Age Prediction: A Generative AI Approach for EEG Machine Learning Models.

Zara Cook, Grant Sinha, Jack Wang, Chengzong Zhao, Nabil Belacel, Sam M. Doesburg, George Medvedev, Urs Ribary, Vasily A. Vakorin, Pengcheng Xi

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2024

2023

An Online, Adaptive and Unsupervised Regression Framework with Drift Detection for Label Scarcity Contexts.

Rene Richard, Nabil Belacel

CoRR, 2023

Machine Learning Methods for Electroencephalogram-Based Age Prediction.

Grant Sinha, Nabil Belacel, Zhiyang Gu, Sam M. Doesburg, George Medvedev, Urs Ribary, Vasily A. Vakorin, Pengcheng Xi

Proceedings of the 2023 IEEE SENSORS, Vienna, Austria, October 29 - Nov. 1, 2023, 2023

2022

An LSTM Encoder-Decoder Approach for Unsupervised Online Anomaly Detection in Machine Learning Packages for Streaming Data.

Nabil Belacel, René Richard, Zhicheng Max Xu

Proceedings of the IEEE International Conference on Big Data, 2022

2020

The k Closest Resemblance Classifier for Amazon Products Recommender System.

Nabil Belacel, Guangze Wei, Yassine Bouslimani

Proceedings of the 12th International Conference on Agents and Artificial Intelligence, 2020

The K-Closest Resemblance Classifier for Remote Sensing Data.

Nabil Belacel, Cheng Duan, Diana Inkpen

Proceedings of the Advances in Artificial Intelligence, 2020

2019

Combining Machine Learning and Metaheuristics Algorithms for Classification Method PROAFTN.

Feras N. Al-Obeidat, Nabil Belacel, Bruce Spencer

Proceedings of the Enhanced Living Environments, 2019

<i>PROAFTN</i> Classifier for Feature Selection with Application to Alzheimer Metabolomics Data Analysis.

Nabil Belacel, Miroslava Cuperlovic-Culf

Int. J. Pattern Recognit. Artif. Intell., 2019

An extension of adaptive multi-start tabu search for the maximum quasi-clique problem.

Youcef Djeddi, Hacène Aït Haddadène, Nabil Belacel

Comput. Ind. Eng., 2019

2018

A diagnostic tool for competency-based program engineering.

Guillaume Durand, Cyril Goutte, Nabil Belacel, Yassine Bouslimani, Serge Léger

Proceedings of the 8th International Conference on Learning Analytics and Knowledge, 2018

Scalable Collaborative Filtering Based on Splitting-Merging Clustering Algorithm.

Nabil Belacel, Guillaume Durand, Serge Léger, Cajetan Bouchard

Proceedings of the Agents and Artificial Intelligence - 10th International Conference, 2018

Splitting-merging Clustering Algorithm for Collaborative Filtering Recommendation System.

Nabil Belacel, Guillaume Durand, Serge Léger, Cajetan Bouchard

Proceedings of the 10th International Conference on Agents and Artificial Intelligence, 2018

2016

Detection of Airborne Collision-Course Targets for Sense and Avoid on Unmanned Aircraft Systems Using Machine Vision Techniques.

Cyrus Minwalla, Dan Tulpan, Nabil Belacel, Fazel Famili, Kristopher Ellis

Unmanned Syst., 2016

A Hybrid Artificial Fish Swarm Simulated Annealing Optimization Algorithm for Automatic Identification of Clusters.

Si He, Nabil Belacel, Alan Chan, Habib Hamam, Yassine Bouslimani

Int. J. Inf. Technol. Decis. Mak., 2016

Competency Based Learning in the Web of Learning Data.

Guillaume Durand, Nabil Belacel, Cyril Goutte

Proceedings of the 25th International Conference on World Wide Web, 2016

2015

Image Categorization Using a Heuristic Automatic Clustering Method Based on Hierarchical Clustering.

François LaPlante, Mustapha Kardouchi, Nabil Belacel

Proceedings of the Image Analysis and Recognition - 12th International Conference, 2015

Evaluation of Expert-Based Q-Matrices Predictive Quality in Matrix Factorization Models.

Guillaume Durand, Nabil Belacel, Cyril Goutte

Proceedings of the Design for Teaching and Learning in a Networked World, 2015

A Fuzzy Decision Tree for Processing Satellite Images and Landsat Data.

Feras N. Al-Obeidat, Ahmad T. Al-Taani, Nabil Belacel, Leo Feltrin, Neil R. Banerjee

Proceedings of the 6th International Conference on Ambient Systems, 2015

2014

A Heuristic Automatic Clustering Method Based on Hierarchical Clustering.

François LaPlante, Nabil Belacel, Mustapha Kardouchi

Proceedings of the Agents and Artificial Intelligence - 6th International Conference, 2014

A Hierarchical Clustering Based Heuristic for Automatic Clustering.

François LaPlante, Nabil Belacel, Mustapha Kardouchi

Proceedings of the ICAART 2014, 2014

A Binary Integer Programming Model for Global Optimization of Learning Path Discovery.

Nabil Belacel, Guillaume Durand, François LaPlante

Proceedings of the Workshops held at Educational Data Mining 2014, 2014

2013

Graph theory based model for learning path recommendation.

Guillaume Durand, Nabil Belacel, François LaPlante

Inf. Sci., 2013

2012

Fast and efficient face recognition system using random forest and histograms of oriented gradients.

Abdel Ilah Salhi, Mustapha Kardouchi, Nabil Belacel

Proceedings of the 2012 BIOSIG, 2012

2011

Alternative approach for learning and improving the MCDA method PROAFTN.

Feras N. Al-Obeidat, Nabil Belacel

Int. J. Intell. Syst., 2011

An evolutionary framework using particle swarm optimization for classification method PROAFTN.

Feras N. Al-Obeidat, Nabil Belacel, Juan A. Carretero, Prabhat Mahanti

Appl. Soft Comput., 2011

A Learning Method for Developing PROAFTN Classifiers and a Comparative Study with Decision Trees.

Nabil Belacel, Feras N. Al-Obeidat

Proceedings of the Advances in Artificial Intelligence, 2011

2010

Differential Evolution for learning the classification method PROAFTN.

Feras N. Al-Obeidat, Nabil Belacel, Juan A. Carretero, Prabhat Mahanti

Knowl. Based Syst., 2010

Automatic Parameter Settings for the PROAFTN Classifier Using Hybrid Particle Swarm Optimization.

Feras N. Al-Obeidat, Nabil Belacel, Juan A. Carretero, Prabhat Mahanti

Proceedings of the Advances in Artificial Intelligence, 2010

2009

Improving Bag of Visual Words Image Retrieval: A Fuzzy Weighting Scheme for Efficient Indexation.

Wassim Bouachir, Mustapha Kardouchi, Nabil Belacel

Proceedings of the Fifth International Conference on Signal-Image Technology & Internet-Based Systems, 2009

Discretization Techniques and Genetic Algorithm for Learning the Classification Method PROAFTN.

Feras N. Al-Obeidat, Nabil Belacel, Prabhat Mahanti, Juan A. Carretero

Proceedings of the International Conference on Machine Learning and Applications, 2009

Fuzzy Clustering with Improved Artificial Fish Swarm Algorithm.

Si He, Nabil Belacel, Habib Hamam, Yassine Bouslimani

Proceedings of the Second International Joint Conference on Computational Sciences and Optimization, 2009

Multicriteria PCF Design: An Accurate Photonic Crystal Fiber Design Tool.

Imen Sassi, Nabil Belacel, Yassine Bouslimani, Habib Hamam

Proceedings of the 7th Annual Conference on Communication Networks and Services Research, 2009

2008

VNSOptClust: A Variable Neighborhood Search Based Approach for Unsupervised Anomaly Detection.

Christa Wang, Nabil Belacel

Proceedings of the Modelling, 2008

2007

Learning multicriteria fuzzy classification method PROAFTN from data.

Nabil Belacel, Hiral Bhasker Raval, Abraham P. Punnen

Comput. Oper. Res., 2007

2004

Multicriteria fuzzy classification procedure PROCFTN: methodology and medical application.

Nabil Belacel, Mohamed Rachid Boulassel

Fuzzy Sets Syst., 2004

Fuzzy J-Means and VNS methods for clustering genes from microarray data.

Nabil Belacel, Miroslava Cuperlovic-Culf, Mark Laflamme, Rodney Ouellette

Bioinform., 2004

2003

An Unsupervised Clustering Algorithm for Intrusion Detection.

Yu Guan, Ali A. Ghorbani, Nabil Belacel

Proceedings of the Advances in Artificial Intelligence, 2003

2002

Fuzzy J-Means: a new heuristic for fuzzy clustering.

Nabil Belacel, Pierre Hansen, Nenad Mladenovic

Pattern Recognit., 2002

2001

Acute leukemia diagnosis aid using multicriteria fuzzy assignment methodology.

Nabil Belacel, Philippe Vincke, J. M. Scheiff, Mohamed Rachid Boulassel

Comput. Methods Programs Biomed., 2001

Multicriteria fuzzy assignment method: a useful tool to assist medical diagnosis.

Nabil Belacel, Mohamed Rachid Boulassel

Artif. Intell. Medicine, 2001

2000

Multicriteria assignment method PROAFTN: Methodology and medical application.

Nabil Belacel

Eur. J. Oper. Res., 2000