Slim Bechikh
Orcid: 0000-0003-1378-7415Affiliations:
- University of Carthage, FSEG-Nabeul, Tunisia
According to our database1,
Slim Bechikh
authored at least 95 papers
between 2008 and 2024.
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Bibliography
2024
Evol. Intell., April, 2024
Joint filter and channel pruning of convolutional neural networks as a bi-level optimization problem.
Memetic Comput., March, 2024
2023
Embedding channel pruning within the CNN architecture design using a bi-level evolutionary approach.
J. Supercomput., September, 2023
Imbalanced multi-label data classification as a bi-level optimization problem: application to miRNA-related diseases diagnosis.
Neural Comput. Appl., August, 2023
IEEE Trans. Evol. Comput., 2023
Optimizing Deep Learning for Computer-Aided Diagnosis of Lung Diseases: An Automated Method Combining Evolutionary Algorithm and Transfer Learning.
Proceedings of the Advances in Computational Collective Intelligence, 2023
A Hybrid Evolutionary Approach with Group-Based Solution Encoding for Solving the Constrained Bilevel Multi-Depot Vehicle Routing Problem.
Proceedings of the IEEE Congress on Evolutionary Computation, 2023
Solving the Discretization-based Feature Construction Problem using Bi-level Evolutionary Optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2023
Proceedings of the IEEE Congress on Evolutionary Computation, 2023
2022
Solving combinatorial bi-level optimization problems using multiple populations and migration schemes.
Oper. Res., 2022
Joint design and compression of convolutional neural networks as a Bi-level optimization problem.
Neural Comput. Appl., 2022
An Evolutionary Multi-objective Approach for Coordinating Supplier-Producer Conflict in Lot Sizing.
Int. J. Inf. Technol. Decis. Mak., 2022
Handling uncertainty in SBSE: a possibilistic evolutionary approach for code smells detection.
Empir. Softw. Eng., 2022
Topology optimization search of deep convolution neural networks for CT and X-ray image classification.
BMC Medical Imaging, 2022
Uncertainty-wise software anti-patterns detection: A possibilistic evolutionary machine learning approach.
Appl. Soft Comput., 2022
Evolutionary Optimization for CNN Compression Using Thoracic X-Ray Image Classification.
Proceedings of the Advances and Trends in Artificial Intelligence. Theory and Practices in Artificial Intelligence, 2022
Design and Compression Study for Convolutional Neural Networks Based on Evolutionary Optimization for Thoracic X-Ray Image Classification.
Proceedings of the Computational Collective Intelligence - 14th International Conference, 2022
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022
Proceedings of the 17th Conference on Computer Science and Intelligence Systems, 2022
Interval-based Cost-sensitive Classification Tree Induction as a Bi-level Optimization Problem.
Proceedings of the IEEE Congress on Evolutionary Computation, 2022
2021
On the importance of isolated infeasible solutions in the many-objective constrained NSGA-III.
Knowl. Based Syst., 2021
Deep convolutional neural network architecture design as a bi-level optimization problem.
Neurocomputing, 2021
Int. J. Math. Oper. Res., 2021
Expert Syst. Appl., 2021
A Possibilistic Evolutionary Approach to Handle the Uncertainty of Software Metrics Thresholds in Code Smells Detection.
Proceedings of the 21st IEEE International Conference on Software Quality, 2021
Evolutionary Optimization of Convolutional Neural Network Architecture Design for Thoracic X-Ray Image Classification.
Proceedings of the Advances and Trends in Artificial Intelligence. Artificial Intelligence Practices, 2021
Dealing with Label Uncertainty in Web Service Anti-patterns Detection using a Possibilistic Evolutionary Approach.
Proceedings of the 2021 IEEE International Conference on Web Services, 2021
Proceedings of the Neural Information Processing - 28th International Conference, 2021
Software Anti-patterns Detection Under Uncertainty Using a Possibilistic Evolutionary Approach.
Proceedings of the Genetic Programming - 24th European Conference, 2021
2020
Approximating Complex Pareto Fronts With Predefined Normal-Boundary Intersection Directions.
IEEE Trans. Evol. Comput., 2020
A co-evolutionary hybrid decomposition-based algorithm for bi-level combinatorial optimization problems.
Soft Comput., 2020
Comput. Secur., 2020
Solving Combinatorial Multi-Objective Bi-Level Optimization Problems Using Multiple Populations and Migration Schemes.
IEEE Access, 2020
Multi-Agent Cooperation for an Active Perception Based on Driving Behavior: Application in a Car-Following Behavior.
Appl. Artif. Intell., 2020
Proceedings of the Neural Information Processing - 27th International Conference, 2020
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020
Proceedings of the IEEE Congress on Evolutionary Computation, 2020
2019
Multi-objective evolution of oblique decision trees for imbalanced data binary classification.
Swarm Evol. Comput., 2019
Memetic Comput., 2019
Bi-level Decision-making Modeling for an Autonomous Driver Agent: Application in the Car-following Driving Behavior.
Appl. Artif. Intell., 2019
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
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
IEEE Trans. Syst. Man Cybern. Syst., 2018
Trans. Comput. Collect. Intell., 2018
Handling time-varying constraints and objectives in dynamic evolutionary multi-objective optimization.
Swarm Evol. Comput., 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
Proceedings of the Recent Advances in Evolutionary Multi-objective Optimization, 2017
Proceedings of the Recent Advances in Evolutionary Multi-objective Optimization, 2017
Proceedings of the Recent Advances in Evolutionary Multi-objective Optimization, 2017
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.
Empir. Softw. Eng., 2016
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
ACM Trans. Softw. Eng. Methodol., 2015
An Efficient Chemical Reaction Optimization Algorithm for Multiobjective Optimization.
IEEE Trans. Cybern., 2015
Softw. Qual. J., 2015
Chapter Four - Preference Incorporation in Evolutionary Multiobjective Optimization: A Survey of the State-of-the-Art.
Adv. Comput., 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
J. Syst. Softw., 2014
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
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
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
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
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. Evol. Comput., 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
Proceedings of the 20th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2008), 2008