Slim Bechikh

According to our database1, Slim Bechikh authored at least 55 papers between 2008 and 2019.

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Bibliography

2019
Multi-objective evolution of oblique decision trees for imbalanced data binary classification.
Swarm and Evolutionary Computation, 2019

A Multi-objective hybrid filter-wrapper evolutionary approach for feature selection.
Memetic Computing, 2019

Bi-level Decision-making Modeling for an Autonomous Driver Agent: Application in the Car-following Driving Behavior.
Applied Artificial Intelligence, 2019

A Constrained Box Algorithm for Imbalanced Data in Satellite Images.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Weighted-Features Construction as a Bi-level Problem.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019

A Hybrid Evolutionary Algorithm with Heuristic Mutation for Multi-objective Bi-clustering.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019

2018
A New Decomposition-Based NSGA-II for Many-Objective Optimization.
IEEE Trans. Systems, Man, and Cybernetics: Systems, 2018

A Fuzzy Logic-Based Anticipation Car-Following Model.
Trans. Computational Collective Intelligence, 2018

Advances in Evolutionary Multi-objective Optimization.
Swarm and Evolutionary Computation, 2018

Handling time-varying constraints and objectives in dynamic evolutionary multi-objective optimization.
Swarm and Evolutionary Computation, 2018

A new co-evolutionary decomposition-based algorithm for bi-level combinatorial optimization.
Appl. Intell., 2018

Clustering algorithms on imbalanced data using the SMOTE technique for image segmentation.
Proceedings of the 2018 Conference on Research in Adaptive and Convergent Systems, 2018

A Multi-Objective Hybrid Filter-Wrapper Evolutionary Approach for Feature Construction on High-Dimensional Data.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

2017
A dynamic multi-objective evolutionary algorithm using a change severity-based adaptive population management strategy.
Soft Comput., 2017

A Co-evolutionary Decomposition-based Chemical Reaction Algorithm for Bi-level Combinatorial Optimization Problems.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 21st International Conference KES-2017, 2017

Bi-MOCK: A Multi-objective Evolutionary Algorithm for Bi-clustering with Automatic Determination of the Number of Bi-clusters.
Proceedings of the Neural Information Processing - 24th International Conference, 2017

On the importance of isolated solutions in constrained decomposition-based many-objective optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Practical Applications in Constrained Evolutionary Multi-objective Optimization.
Proceedings of the Recent Advances in Evolutionary Multi-objective Optimization, 2017

Multi-objective Optimization: Classical and Evolutionary Approaches.
Proceedings of the Recent Advances in Evolutionary Multi-objective Optimization, 2017

Many-objective Optimization Using Evolutionary Algorithms: A Survey.
Proceedings of the Recent Advances in Evolutionary Multi-objective Optimization, 2017

Dynamic Multi-objective Optimization Using Evolutionary Algorithms: A Survey.
Proceedings of the Recent Advances in Evolutionary Multi-objective Optimization, 2017

2016
On the use of many quality attributes for software refactoring: a many-objective search-based software engineering approach.
Empirical Software Engineering, 2016

Solving many-objective problems using targeted search directions.
Proceedings of the 31st Annual ACM Symposium on Applied Computing, 2016

Leveraging evolutionary algorithms for dynamic multi-objective optimization scheduling of multi-tenant smart home appliances.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

A memetic evolutionary algorithm for bi-level combinatorial optimization: A realization between Bi-MDVRP and Bi-CVRP.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015
Many-Objective Software Remodularization Using NSGA-III.
ACM Trans. Softw. Eng. Methodol., 2015

An Efficient Chemical Reaction Optimization Algorithm for Multiobjective Optimization.
IEEE Trans. Cybernetics, 2015

Prioritizing code-smells correction tasks using chemical reaction optimization.
Software Quality Journal, 2015

MOMM: Multi-objective model merging.
Journal of Systems and Software, 2015

Chapter Four - Preference Incorporation in Evolutionary Multiobjective Optimization: A Survey of the State-of-the-Art.
Advances in Computers, 2015

An Improved Co-evolutionary Decomposition-based Algorithm for Bi-level Combinatorial Optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Multi-objective Optimization with Dynamic Constraints and Objectives: New Challenges for Evolutionary Algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

A Co-Evolutionary Decomposition-based Algorithm for Bi-Level combinatorial Optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015

2014
A Cooperative Parallel Search-Based Software Engineering Approach for Code-Smells Detection.
IEEE Trans. Software Eng., 2014

Code-Smell Detection as a Bilevel Problem.
ACM Trans. Softw. Eng. Methodol., 2014

Search-based metamodel matching with structural and syntactic measures.
Journal of Systems and Software, 2014

A Robust Multi-objective Approach for Software Refactoring under Uncertainty.
Proceedings of the Search-Based Software Engineering - 6th International Symposium, 2014

On the Use of Machine Learning and Search-Based Software Engineering for Ill-Defined Fitness Function: A Case Study on Software Refactoring.
Proceedings of the Search-Based Software Engineering - 6th International Symposium, 2014

Recommendation system for software refactoring using innovization and interactive dynamic optimization.
Proceedings of the ACM/IEEE International Conference on Automated Software Engineering, 2014

High dimensional search-based software engineering: finding tradeoffs among 15 objectives for automating software refactoring using NSGA-III.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Software refactoring under uncertainty: a robust multi-objective approach.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014

An indicator-based chemical reaction optimization algorithm for multi-objective search.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Steady state IBEA assisted by MLP neural networks for expensive multi-objective optimization problems.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014

A Multiple Reference Point-based evolutionary algorithm for dynamic multi-objective optimization with undetectable changes.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

2013
Preference-Based Many-Objective Evolutionary Testing Generates Harder Test Cases for Autonomous Agents.
Proceedings of the Search Based Software Engineering - 5th International Symposium, 2013

Competitive Coevolutionary Code-Smells Detection.
Proceedings of the Search Based Software Engineering - 5th International Symposium, 2013

On the Influence of the Number of Objectives in Evolutionary Autonomous Software Agent Testing.
Proceedings of the 25th IEEE International Conference on Tools with Artificial Intelligence, 2013

Preference-based multi-objective software modelling.
Proceedings of the 1st International Workshop on Combining Modelling and Search-Based Software Engineering, 2013

2012
Articulating Decision Maker's Preference Information within Multiobjective Artificial Immune Systems.
Proceedings of the IEEE 24th International Conference on Tools with Artificial Intelligence, 2012

2011
Searching for knee regions of the Pareto front using mobile reference points.
Soft Comput., 2011

Negotiating decision makers' reference points for group preference-based Evolutionary Multi-objective Optimization.
Proceedings of the 11th International Conference on Hybrid Intelligent Systems, 2011

2010
The r-Dominance: A New Dominance Relation for Interactive Evolutionary Multicriteria Decision Making.
IEEE Trans. Evolutionary Computation, 2010

Searching for knee regions in multi-objective optimization using mobile reference points.
Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010

Estimating nadir point in multi-objective optimization using mobile reference points.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2008
PHC-NSGA-II: A Novel Multi-objective Memetic Algorithm for Continuous Optimization.
Proceedings of the 20th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2008), 2008


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