Slim Bechikh

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 73

Top Topics

Convolutional Neural Networks

Chemical Reaction

Evolutionary Algorithm

Feature Construction

Top Venues

Swarm Evol. Comput.

GECCO Companion

Publications

Hassen Louati, Ali Louati, Slim Bechikh, Elham Kariri
Joint filter and channel pruning of convolutional neural networks as a bi-level optimization problem. Memetic Comput. 16 (1) (2024)
Omar Ben Amor, Zaineb Chelly Dagdia, Slim Bechikh, Lamjed Ben Said
Many-objective optimization of wireless sensor network deployment. Evol. Intell. 17 (2) (2024)
Kaouther Ben Ali, Hassen Louati, Slim Bechikh
A Self-learning Particle Swarm Optimization Algorithm for Dynamic Job Shop Scheduling Problem with New Jobs Insertion. ICSI (1) (2024)
Safa Mahouachi, Maha Elarbi, Khaled Sethom, Slim Bechikh, Carlos A. Coello Coello
A Bi-Level Evolutionary Model Tree Induction Approach for Regression. CEC (2024)
Kaouther Ben Ali, Slim Bechikh, Ali Louati, Hassen Louati, Elham Kariri
Dynamic Job Shop Scheduling Problem With New Job Arrivals Using Hybrid Genetic Algorithm. IEEE Access 12 (2024)
Hassen Louati, Ali Louati, Slim Bechikh, Elham Kariri
Embedding channel pruning within the CNN architecture design using a bi-level evolutionary approach. J. Supercomput. 79 (14) (2023)
Marwa Chabbouh, Slim Bechikh, Efrén Mezura-Montes, Lamjed Ben Said
Imbalanced multi-label data classification as a bi-level optimization problem: application to miRNA-related diseases diagnosis. Neural Comput. Appl. 35 (22) (2023)
Rihab Said, Slim Bechikh, Carlos A. Coello Coello, Lamjed Ben Said
Solving the Discretization-based Feature Construction Problem using Bi-level Evolutionary Optimization. CEC (2023)
Rihab Said, Maha Elarbi, Slim Bechikh, Carlos Artemio Coello Coello, Lamjed Ben Said
Discretization-Based Feature Selection as a Bilevel Optimization Problem. IEEE Trans. Evol. Comput. 27 (4) (2023)
Manel Jerbi, Zaineb Chelly Dagdia, Slim Bechikh, Lamjed Ben Said
Immune-Based System to Enhance Malware Detection. CEC (2023)
Hassen Louati, Ali Louati, Elham Kariri, Slim Bechikh
Optimizing Deep Learning for Computer-Aided Diagnosis of Lung Diseases: An Automated Method Combining Evolutionary Algorithm and Transfer Learning. ICCCI (CCIS Volume) (2023)
Rocío Salinas-Guerra, Efrén Mezura-Montes, Marcela Quiroz-Castellanos, Jesús-Adolfo Mejía-de-Dios, Slim Bechikh
A Hybrid Evolutionary Approach with Group-Based Solution Encoding for Solving the Constrained Bilevel Multi-Depot Vehicle Routing Problem. CEC (2023)
Maha Elarbi, Chaima Elwadi, Slim Bechikh, Zied Bahroun, Lamjed Ben Said
An Evolutionary Multi-objective Approach for Coordinating Supplier-Producer Conflict in Lot Sizing. Int. J. Inf. Technol. Decis. Mak. 21 (2) (2022)
Hassen Louati, Slim Bechikh, Ali Louati, Abdulaziz Aldaej, Lamjed Ben Said
Joint design and compression of convolutional neural networks as a Bi-level optimization problem. Neural Comput. Appl. 34 (17) (2022)
Manel Jerbi, Zaineb Chelly Dagdia, Slim Bechikh, Lamjed Ben Said
Android malware detection as a Bi-level problem. Comput. Secur. 121 (2022)
Rihab Said, Maha Elarbi, Slim Bechikh, Lamjed Ben Said
Solving combinatorial bi-level optimization problems using multiple populations and migration schemes. Oper. Res. 22 (3) (2022)
Sofien Boutaib, Maha Elarbi, Slim Bechikh, Fabio Palomba, Lamjed Ben Said
Handling uncertainty in SBSE: a possibilistic evolutionary approach for code smells detection. Empir. Softw. Eng. 27 (6) (2022)
Manel Jerbi, Zaineb Chelly Dagdia, Slim Bechikh, Lamjed Ben Said
Malware Evolution and Detection Based on the Variable Precision Rough Set Model. FedCSIS (2022)
Sofien Boutaib, Maha Elarbi, Slim Bechikh, Carlos A. Coello Coello, Lamjed Ben Said
Uncertainty-wise software anti-patterns detection: A possibilistic evolutionary machine learning approach. Appl. Soft Comput. 129 (2022)
Hassen Louati, Ali Louati, Slim Bechikh, Lamjed Ben Said
Design and Compression Study for Convolutional Neural Networks Based on Evolutionary Optimization for Thoracic X-Ray Image Classification. ICCCI (2022)
Hassen Louati, Slim Bechikh, Ali Louati, Abdulaziz Aldaej, Lamjed Ben Said
Evolutionary Optimization for CNN Compression Using Thoracic X-Ray Image Classification. IEA/AIE (2022)
Sofien Boutaib, Maha Elarbi, Slim Bechikh, Fabio Palomba, Lamjed Ben Said
A bi-level evolutionary approach for the multi-label detection of smelly classes. GECCO Companion (2022)
Hassen Louati, Ali Louati, Slim Bechikh, Fatma Masmoudi, Abdulaziz Aldaej, Elham Kariri
Topology optimization search of deep convolution neural networks for CT and X-ray image classification. BMC Medical Imaging 22 (1) (2022)
Rihab Said, Maha Elarbi, Slim Bechikh, Carlos A. Coello Coello, Lamjed Ben Said
Cost-sensitive classification tree induction as a bi-level optimization problem. GECCO Companion (2022)
Rihab Said, Maha Elarbi, Slim Bechikh, Carlos A. Coello Coello, Lamjed Ben Said
Interval-based Cost-sensitive Classification Tree Induction as a Bi-level Optimization Problem. CEC (2022)
Hassen Louati, Slim Bechikh, Ali Louati, Chih-Cheng Hung, Lamjed Ben Said
Deep convolutional neural network architecture design as a bi-level optimization problem. Neurocomputing 439 (2021)
Sofien Boutaib, Maha Elarbi, Slim Bechikh, Fabio Palomba, Lamjed Ben Said
A Possibilistic Evolutionary Approach to Handle the Uncertainty of Software Metrics Thresholds in Code Smells Detection. QRS (2021)
Manel Jerbi, Zaineb Chelly Dagdia, Slim Bechikh, Lamjed Ben Said
Malware Detection Using Rough Set Based Evolutionary Optimization. ICONIP (5) (2021)
Mohamed Amine Abdeljaouad, Zied Bahroun, Slim Bechikh
Evolutionary multi-objective optimisation: a bibliometric study. Int. J. Math. Oper. Res. 20 (3) (2021)
Sofien Boutaib, Slim Bechikh, Fabio Palomba, Maha Elarbi, Mohamed Makhlouf, Lamjed Ben Said
Code smell detection and identification in imbalanced environments. Expert Syst. Appl. 166 (2021)
Maha Elarbi, Slim Bechikh, Lamjed Ben Said
On the importance of isolated infeasible solutions in the many-objective constrained NSGA-III. Knowl. Based Syst. 227 (2021)
Hassen Louati, Slim Bechikh, Ali Louati, Abdulaziz Aldaej, Lamjed Ben Said
Evolutionary Optimization of Convolutional Neural Network Architecture Design for Thoracic X-Ray Image Classification. IEA/AIE (1) (2021)
Sofien Boutaib, Maha Elarbi, Slim Bechikh, Mohamed Makhlouf, Lamjed Ben Said
Dealing with Label Uncertainty in Web Service Anti-patterns Detection using a Possibilistic Evolutionary Approach. ICWS (2021)
Sofien Boutaib, Maha Elarbi, Slim Bechikh, Chih-Cheng Hung, Lamjed Ben Said
Software Anti-patterns Detection Under Uncertainty Using a Possibilistic Evolutionary Approach. EuroGP (2021)
Abir Chaabani, Slim Bechikh, Lamjed Ben Said
A co-evolutionary hybrid decomposition-based algorithm for bi-level combinatorial optimization problems. Soft Comput. 24 (10) (2020)
Maha Elarbi, Slim Bechikh, Carlos A. Coello Coello, Mohamed Makhlouf, Lamjed Ben Said
Approximating Complex Pareto Fronts With Predefined Normal-Boundary Intersection Directions. IEEE Trans. Evol. Comput. 24 (5) (2020)
Manel Jerbi, Zaineb Chelly Dagdia, Slim Bechikh, Lamjed Ben Said
On the use of artificial malicious patterns for android malware detection. Comput. Secur. 92 (2020)
Sofien Boutaib, Slim Bechikh, Carlos A. Coello Coello, Chih-Cheng Hung, Lamjed Ben Said
Handling uncertainty in code smells detection using a possibilistic SBSE approach. GECCO Companion (2020)
Marwa Hammami, Slim Bechikh, Mohamed Makhlouf, Chih-Cheng Hung, Lamjed Ben Said
Class Dependent Feature Construction as a Bi-level optimization Problem. CEC (2020)
Anouer Bennajeh, Slim Bechikh, Lamjed Ben Said, Samir Aknine
Multi-Agent Cooperation for an Active Perception Based on Driving Behavior: Application in a Car-Following Behavior. Appl. Artif. Intell. 34 (10) (2020)
Marwa Hammami, Slim Bechikh, Ali Louati, Mohamed Makhlouf, Lamjed Ben Said
Feature construction as a bi-level optimization problem. Neural Comput. Appl. 32 (17) (2020)
Mohamed Wiem Mkaouer, Marouane Kessentini, Adnan Shaout, Patrice Koligheu, Slim Bechikh, Kalyanmoy Deb, Ali Ouni
Many-Objective Software Remodularization using NSGA-III. CoRR (2020)
Rihab Said, Slim Bechikh, Ali Louati, Abdulaziz Aldaej, Lamjed Ben Said
Solving Combinatorial Multi-Objective Bi-Level Optimization Problems Using Multiple Populations and Migration Schemes. IEEE Access 8 (2020)
Marwa Hammami, Slim Bechikh, Chih-Cheng Hung, Lamjed Ben Said
Class-Dependent Weighted Feature Selection as a Bi-Level Optimization Problem. ICONIP (5) (2020)
Marwa Hammami, Slim Bechikh, Chih-Cheng Hung, Lamjed Ben Said
A Multi-objective hybrid filter-wrapper evolutionary approach for feature selection. Memetic Comput. 11 (2) (2019)
Marwa Chabbouh, Slim Bechikh, Chih-Cheng Hung, Lamjed Ben Said
Multi-objective evolution of oblique decision trees for imbalanced data binary classification. Swarm Evol. Comput. 49 (2019)
Slim Bechikh, Maha Elarbi, Chih-Cheng Hung, Sabrine Hamdi, Lamjed Ben Said
A Hybrid Evolutionary Algorithm with Heuristic Mutation for Multi-objective Bi-clustering. CEC (2019)
Anouer Bennajeh, Slim Bechikh, Lamjed Ben Said, Samir Aknine
Bi-level Decision-making Modeling for an Autonomous Driver Agent: Application in the Car-following Driving Behavior. Appl. Artif. Intell. 33 (13) (2019)
Wajira Abeysinghe, Michael Wong, Chih-Cheng Hung, Slim Bechikh
A Constrained Box Algorithm for Imbalanced Data in Satellite Images. IGARSS (2019)
Marwa Hammami, Slim Bechikh, Chih-Cheng Hung, Lamjed Ben Said
Weighted-Features Construction as a Bi-level Problem. CEC (2019)
Anouer Bennajeh, Slim Bechikh, Lamjed Ben Said, Samir Aknine
A Fuzzy Logic-Based Anticipation Car-Following Model. Trans. Comput. Collect. Intell. 30 (2018)
Wajira Abeysinghe, Chih-Cheng Hung, Slim Bechikh, Xiaosong Wang, Altaf Rattani
Clustering algorithms on imbalanced data using the SMOTE technique for image segmentation. RACS (2018)
Marwa Hammami, Slim Bechikh, Chih-Cheng Hung, Lamjed Ben Said
A Multi-Objective Hybrid Filter-Wrapper Evolutionary Approach for Feature Construction on High-Dimensional Data. CEC (2018)
Abir Chaabani, Slim Bechikh, Lamjed Ben Said
A new co-evolutionary decomposition-based algorithm for bi-level combinatorial optimization. Appl. Intell. 48 (9) (2018)
Maha Elarbi, Slim Bechikh, Abhishek Gupta, Lamjed Ben Said, Yew-Soon Ong
A New Decomposition-Based NSGA-II for Many-Objective Optimization. IEEE Trans. Syst. Man Cybern. Syst. 48 (7) (2018)
Radhia Azzouz, Slim Bechikh, Lamjed Ben Said, Walid Trabelsi
Handling time-varying constraints and objectives in dynamic evolutionary multi-objective optimization. Swarm Evol. Comput. 39 (2018)
Slim Bechikh, Carlos Artemio Coello Coello
Advances in Evolutionary Multi-objective Optimization. Swarm Evol. Comput. 40 (2018)
Radhia Azzouz, Slim Bechikh, Lamjed Ben Said
A dynamic multi-objective evolutionary algorithm using a change severity-based adaptive population management strategy. Soft Comput. 21 (4) (2017)
Abir Chaabani, Slim Bechikh, Lamjed Ben Said
A Co-evolutionary Decomposition-based Chemical Reaction Algorithm for Bi-level Combinatorial Optimization Problems. KES (2017)
Maha Elarbi, Slim Bechikh, Lamjed Ben Said
On the importance of isolated solutions in constrained decomposition-based many-objective optimization. GECCO (2017)
Meriem Bousselmi, Slim Bechikh, Chih-Cheng Hung, Lamjed Ben Said
Bi-MOCK: A Multi-objective Evolutionary Algorithm for Bi-clustering with Automatic Determination of the Number of Bi-clusters. ICONIP (4) (2017)
Maha Elarbi, Slim Bechikh, Lamjed Ben Said, Chih-Cheng Hung
Solving many-objective problems using targeted search directions. SAC (2016)
Abir Chaabani, Slim Bechikh, Lamjed Ben Said
A memetic evolutionary algorithm for bi-level combinatorial optimization: A realization between Bi-MDVRP and Bi-CVRP. CEC (2016)
Mohamed Wiem Mkaouer, Marouane Kessentini, Slim Bechikh, Mel Ó Cinnéide, Kalyanmoy Deb
On the use of many quality attributes for software refactoring: a many-objective search-based software engineering approach. Empir. Softw. Eng. 21 (6) (2016)
Walid Trabelsi, Radhia Azzouz, Slim Bechikh, Lamjed Ben Said
Leveraging evolutionary algorithms for dynamic multi-objective optimization scheduling of multi-tenant smart home appliances. CEC (2016)
Wiem Mkaouer, Marouane Kessentini, Adnan Shaout, Patrice Koligheu, Slim Bechikh, Kalyanmoy Deb, Ali Ouni
Many-Objective Software Remodularization Using NSGA-III. ACM Trans. Softw. Eng. Methodol. 24 (3) (2015)
Ali Ouni, Marouane Kessentini, Slim Bechikh, Houari A. Sahraoui
Prioritizing code-smells correction tasks using chemical reaction optimization. Softw. Qual. J. 23 (2) (2015)
Slim Bechikh, Abir Chaabani, Lamjed Ben Said
An Efficient Chemical Reaction Optimization Algorithm for Multiobjective Optimization. IEEE Trans. Cybern. 45 (10) (2015)
Radhia Azzouz, Slim Bechikh, Lamjed Ben Said
Multi-objective Optimization with Dynamic Constraints and Objectives: New Challenges for Evolutionary Algorithms. GECCO (2015)
Slim Bechikh, Marouane Kessentini, Lamjed Ben Said, Khaled Ghédira
Chapter Four - Preference Incorporation in Evolutionary Multiobjective Optimization: A Survey of the State-of-the-Art. Adv. Comput. 98 (2015)
Abir Chaabani, Slim Bechikh, Lamjed Ben Said
A Co-Evolutionary Decomposition-based Algorithm for Bi-Level combinatorial Optimization. CEC (2015)
Abir Chaabani, Slim Bechikh, Lamjed Ben Said, Radhia Azzouz
An Improved Co-evolutionary Decomposition-based Algorithm for Bi-level Combinatorial Optimization. GECCO (Companion) (2015)
Usman Mansoor, Marouane Kessentini, Philip Langer, Manuel Wimmer, Slim Bechikh, Kalyanmoy Deb
MOMM: Multi-objective model merging. J. Syst. Softw. 103 (2015)
Marouane Kessentini, Ali Ouni, Philip Langer, Manuel Wimmer, Slim Bechikh
Search-based metamodel matching with structural and syntactic measures. J. Syst. Softw. 97 (2014)
Mohamed Wiem Mkaouer, Marouane Kessentini, Slim Bechikh, Mel Ó Cinnéide
A Robust Multi-objective Approach for Software Refactoring under Uncertainty. SSBSE (2014)
Boukhdhir Amal, Marouane Kessentini, Slim Bechikh, Josselin Dea, Lamjed Ben Said
On the Use of Machine Learning and Search-Based Software Engineering for Ill-Defined Fitness Function: A Case Study on Software Refactoring. SSBSE (2014)
Mohamed Wiem Mkaouer, Marouane Kessentini, Slim Bechikh, Kalyanmoy Deb, Mel Ó Cinnéide
Recommendation system for software refactoring using innovization and interactive dynamic optimization. ASE (2014)
Mohamed Wiem Mkaouer, Marouane Kessentini, Slim Bechikh, Kalyanmoy Deb, Mel Ó Cinnéide
High dimensional search-based software engineering: finding tradeoffs among 15 objectives for automating software refactoring using NSGA-III. GECCO (2014)
Radhia Azzouz, Slim Bechikh, Lamjed Ben Said
A Multiple Reference Point-based evolutionary algorithm for dynamic multi-objective optimization with undetectable changes. IEEE Congress on Evolutionary Computation (2014)
Mohamed Wiem Mkaouer, Marouane Kessentini, Slim Bechikh, Mel Ó Cinnéide, Kalyanmoy Deb
Software refactoring under uncertainty: a robust multi-objective approach. GECCO (Companion) (2014)
Nessrine Azzouz, Slim Bechikh, Lamjed Ben Said
Steady state IBEA assisted by MLP neural networks for expensive multi-objective optimization problems. GECCO (2014)
Dilan Sahin, Marouane Kessentini, Slim Bechikh, Kalyanmoy Deb
Code-Smell Detection as a Bilevel Problem. ACM Trans. Softw. Eng. Methodol. 24 (1) (2014)
Wael Kessentini, Marouane Kessentini, Houari A. Sahraoui, Slim Bechikh, Ali Ouni
A Cooperative Parallel Search-Based Software Engineering Approach for Code-Smells Detection. IEEE Trans. Software Eng. 40 (9) (2014)
Abir Chaabani, Slim Bechikh, Lamjed Ben Said
An indicator-based chemical reaction optimization algorithm for multi-objective search. GECCO (Companion) (2014)
Sabrine Kalboussi, Slim Bechikh, Marouane Kessentini, Lamjed Ben Said
On the Influence of the Number of Objectives in Evolutionary Autonomous Software Agent Testing. ICTAI (2013)
Mohamed Wiem Mkaouer, Marouane Kessentini, Slim Bechikh, Daniel R. Tauritz
Preference-based multi-objective software modelling. CMSBSE@ICSE (2013)
Mohamed Boussaa, Wael Kessentini, Marouane Kessentini, Slim Bechikh, Soukeina Ben Chikha
Competitive Coevolutionary Code-Smells Detection. SSBSE (2013)
Sabrine Kalboussi, Slim Bechikh, Marouane Kessentini, Lamjed Ben Said
Preference-Based Many-Objective Evolutionary Testing Generates Harder Test Cases for Autonomous Agents. SSBSE (2013)
Radhia Azzouz, Slim Bechikh, Lamjed Ben Said
Articulating Decision Maker's Preference Information within Multiobjective Artificial Immune Systems. ICTAI (2012)
Slim Bechikh, Lamjed Ben Said, Khaled Ghédira
Searching for knee regions of the Pareto front using mobile reference points. Soft Comput. 15 (9) (2011)
Slim Bechikh, Lamjed Ben Said, Khaled Ghédira
Negotiating decision makers' reference points for group preference-based Evolutionary Multi-objective Optimization. HIS (2011)
Slim Bechikh, Lamjed Ben Said, Khaled Ghédira
Searching for knee regions in multi-objective optimization using mobile reference points. SAC (2010)
Lamjed Ben Said, Slim Bechikh, Khaled Ghédira
The r-Dominance: A New Dominance Relation for Interactive Evolutionary Multicriteria Decision Making. IEEE Trans. Evol. Comput. 14 (5) (2010)
Slim Bechikh, Lamjed Ben Said, Khaled Ghédira
Estimating nadir point in multi-objective optimization using mobile reference points. IEEE Congress on Evolutionary Computation (2010)
Slim Bechikh, Nabil Belgasmi, Lamjed Ben Said, Khaled Ghédira
PHC-NSGA-II: A Novel Multi-objective Memetic Algorithm for Continuous Optimization. ICTAI (1) (2008)