Nabil Belacel

Orcid: 0000-0003-1731-3225

According to our database1, Nabil Belacel authored at least 40 papers between 2000 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.



In proceedings 
PhD thesis 




An Online, Adaptive and Unsupervised Regression Framework with Drift Detection for Label Scarcity Contexts.
CoRR, 2023

Machine Learning Methods for Electroencephalogram-Based Age Prediction.
Proceedings of the 2023 IEEE SENSORS, Vienna, Austria, October 29 - Nov. 1, 2023, 2023

An LSTM Encoder-Decoder Approach for Unsupervised Online Anomaly Detection in Machine Learning Packages for Streaming Data.
Proceedings of the IEEE International Conference on Big Data, 2022

The k Closest Resemblance Classifier for Amazon Products Recommender System.
Proceedings of the 12th International Conference on Agents and Artificial Intelligence, 2020

The K-Closest Resemblance Classifier for Remote Sensing Data.
Proceedings of the Advances in Artificial Intelligence, 2020

Combining Machine Learning and Metaheuristics Algorithms for Classification Method PROAFTN.
Proceedings of the Enhanced Living Environments, 2019

<i>PROAFTN</i> Classifier for Feature Selection with Application to Alzheimer Metabolomics Data Analysis.
Int. J. Pattern Recognit. Artif. Intell., 2019

An extension of adaptive multi-start tabu search for the maximum quasi-clique problem.
Comput. Ind. Eng., 2019

A diagnostic tool for competency-based program engineering.
Proceedings of the 8th International Conference on Learning Analytics and Knowledge, 2018

Scalable Collaborative Filtering Based on Splitting-Merging Clustering Algorithm.
Proceedings of the Agents and Artificial Intelligence - 10th International Conference, 2018

Splitting-merging Clustering Algorithm for Collaborative Filtering Recommendation System.
Proceedings of the 10th International Conference on Agents and Artificial Intelligence, 2018

Detection of Airborne Collision-Course Targets for Sense and Avoid on Unmanned Aircraft Systems Using Machine Vision Techniques.
Unmanned Syst., 2016

A Hybrid Artificial Fish Swarm Simulated Annealing Optimization Algorithm for Automatic Identification of Clusters.
Int. J. Inf. Technol. Decis. Mak., 2016

Competency Based Learning in the Web of Learning Data.
Proceedings of the 25th International Conference on World Wide Web, 2016

Image Categorization Using a Heuristic Automatic Clustering Method Based on Hierarchical Clustering.
Proceedings of the Image Analysis and Recognition - 12th International Conference, 2015

Evaluation of Expert-Based Q-Matrices Predictive Quality in Matrix Factorization Models.
Proceedings of the Design for Teaching and Learning in a Networked World, 2015

A Fuzzy Decision Tree for Processing Satellite Images and Landsat Data.
Proceedings of the 6th International Conference on Ambient Systems, 2015

A Heuristic Automatic Clustering Method Based on Hierarchical Clustering.
Proceedings of the Agents and Artificial Intelligence - 6th International Conference, 2014

A Hierarchical Clustering Based Heuristic for Automatic Clustering.
Proceedings of the ICAART 2014, 2014

A Binary Integer Programming Model for Global Optimization of Learning Path Discovery.
Proceedings of the Workshops held at Educational Data Mining 2014, 2014

Graph theory based model for learning path recommendation.
Inf. Sci., 2013

Fast and efficient face recognition system using random forest and histograms of oriented gradients.
Proceedings of the 2012 BIOSIG, 2012

Alternative approach for learning and improving the MCDA method PROAFTN.
Int. J. Intell. Syst., 2011

An evolutionary framework using particle swarm optimization for classification method PROAFTN.
Appl. Soft Comput., 2011

A Learning Method for Developing PROAFTN Classifiers and a Comparative Study with Decision Trees.
Proceedings of the Advances in Artificial Intelligence, 2011

Differential Evolution for learning the classification method PROAFTN.
Knowl. Based Syst., 2010

Automatic Parameter Settings for the PROAFTN Classifier Using Hybrid Particle Swarm Optimization.
Proceedings of the Advances in Artificial Intelligence, 2010

Improving Bag of Visual Words Image Retrieval: A Fuzzy Weighting Scheme for Efficient Indexation.
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.
Proceedings of the International Conference on Machine Learning and Applications, 2009

Fuzzy Clustering with Improved Artificial Fish Swarm Algorithm.
Proceedings of the Second International Joint Conference on Computational Sciences and Optimization, 2009

Multicriteria PCF Design: An Accurate Photonic Crystal Fiber Design Tool.
Proceedings of the 7th Annual Conference on Communication Networks and Services Research, 2009

VNSOptClust: A Variable Neighborhood Search Based Approach for Unsupervised Anomaly Detection.
Proceedings of the Modelling, 2008

Learning multicriteria fuzzy classification method PROAFTN from data.
Comput. Oper. Res., 2007

Multicriteria fuzzy classification procedure PROCFTN: methodology and medical application.
Fuzzy Sets Syst., 2004

Fuzzy J-Means and VNS methods for clustering genes from microarray data.
Bioinform., 2004

An Unsupervised Clustering Algorithm for Intrusion Detection.
Proceedings of the Advances in Artificial Intelligence, 2003

Fuzzy J-Means: a new heuristic for fuzzy clustering.
Pattern Recognit., 2002

Acute leukemia diagnosis aid using multicriteria fuzzy assignment methodology.
Comput. Methods Programs Biomed., 2001

Multicriteria fuzzy assignment method: a useful tool to assist medical diagnosis.
Artif. Intell. Medicine, 2001

Multicriteria assignment method PROAFTN: Methodology and medical application.
Eur. J. Oper. Res., 2000