PHC-NSGA-II: A Novel Multi-objective Memetic Algorithm for Continuous Optimization. - Slim Bechikh; Nabil Belgasmi; Lamjed Ben Said; Khaled Ghédira (ICTAI (1), 2008)

Estimating nadir point in multi-objective optimization using mobile reference points. - Slim Bechikh; Lamjed Ben Said; Khaled Ghédira (IEEE Congress on Evolutionary Computation, 2010)

Searching for knee regions in multi-objective optimization using mobile reference points. - Slim Bechikh; Lamjed Ben Said; Khaled Ghédira (SAC, 2010)

The r-Dominance: A New Dominance Relation for Interactive Evolutionary Multicriteria Decision Making. - Lamjed Ben Said; Slim Bechikh; Khaled Ghédira (IEEE Trans. Evol. Comput., 2010)

Negotiating decision makers' reference points for group preference-based Evolutionary Multi-objective Optimization. - Slim Bechikh; Lamjed Ben Said; Khaled Ghédira (HIS, 2011)

Searching for knee regions of the Pareto front using mobile reference points. - Slim Bechikh; Lamjed Ben Said; Khaled Ghédira (Soft Comput., 2011)

Articulating Decision Maker's Preference Information within Multiobjective Artificial Immune Systems. - Radhia Azzouz; Slim Bechikh; Lamjed Ben Said (ICTAI, 2012)

Preference-based multi-objective software modelling. - Mohamed Wiem Mkaouer; Marouane Kessentini; Slim Bechikh; Daniel R. Tauritz (CMSBSE@ICSE, 2013)

On the Influence of the Number of Objectives in Evolutionary Autonomous Software Agent Testing. - Sabrine Kalboussi; Slim Bechikh; Marouane Kessentini; Lamjed Ben Said (ICTAI, 2013)

Competitive Coevolutionary Code-Smells Detection. - Mohamed Boussaa; Wael Kessentini; Marouane Kessentini; Slim Bechikh; Soukeina Ben Chikha (SSBSE, 2013)

Preference-Based Many-Objective Evolutionary Testing Generates Harder Test Cases for Autonomous Agents. - Sabrine Kalboussi; Slim Bechikh; Marouane Kessentini; Lamjed Ben Said (SSBSE, 2013)

A Multiple Reference Point-based evolutionary algorithm for dynamic multi-objective optimization with undetectable changes. - Radhia Azzouz; Slim Bechikh; Lamjed Ben Said (IEEE Congress on Evolutionary Computation, 2014)

Steady state IBEA assisted by MLP neural networks for expensive multi-objective optimization problems. - Nessrine Azzouz; Slim Bechikh; Lamjed Ben Said (GECCO, 2014)

An indicator-based chemical reaction optimization algorithm for multi-objective search. - Abir Chaabani; Slim Bechikh; Lamjed Ben Said (GECCO (Companion), 2014)

Software refactoring under uncertainty: a robust multi-objective approach. - Mohamed Wiem Mkaouer; Marouane Kessentini; Slim Bechikh; Mel Ó Cinnéide; Kalyanmoy Deb (GECCO (Companion), 2014)

High dimensional search-based software engineering: finding tradeoffs among 15 objectives for automating software refactoring using NSGA-III. - Mohamed Wiem Mkaouer; Marouane Kessentini; Slim Bechikh; Kalyanmoy Deb; Mel Ó Cinnéide (GECCO, 2014)

Recommendation system for software refactoring using innovization and interactive dynamic optimization. - Mohamed Wiem Mkaouer; Marouane Kessentini; Slim Bechikh; Kalyanmoy Deb; Mel Ó Cinnéide (ASE, 2014)

On the Use of Machine Learning and Search-Based Software Engineering for Ill-Defined Fitness Function: A Case Study on Software Refactoring. - Boukhdhir Amal; Marouane Kessentini; Slim Bechikh; Josselin Dea; Lamjed Ben Said (SSBSE, 2014)

A Robust Multi-objective Approach for Software Refactoring under Uncertainty. - Mohamed Wiem Mkaouer; Marouane Kessentini; Slim Bechikh; Mel Ó Cinnéide (SSBSE, 2014)

Search-based metamodel matching with structural and syntactic measures. - Marouane Kessentini; Ali Ouni 001; Philip Langer; Manuel Wimmer; Slim Bechikh (J. Syst. Softw., 2014)

Code-Smell Detection as a Bilevel Problem. - Dilan Sahin; Marouane Kessentini; Slim Bechikh; Kalyanmoy Deb (ACM Trans. Softw. Eng. Methodol., 2014)

A Cooperative Parallel Search-Based Software Engineering Approach for Code-Smells Detection. - Wael Kessentini; Marouane Kessentini; Houari A. Sahraoui; Slim Bechikh; Ali Ouni 001 (IEEE Trans. Software Eng., 2014)

A Co-Evolutionary Decomposition-based Algorithm for Bi-Level combinatorial Optimization. - Abir Chaabani; Slim Bechikh; Lamjed Ben Said (CEC, 2015)

Multi-objective Optimization with Dynamic Constraints and Objectives: New Challenges for Evolutionary Algorithms. - Radhia Azzouz; Slim Bechikh; Lamjed Ben Said (GECCO, 2015)

An Improved Co-evolutionary Decomposition-based Algorithm for Bi-level Combinatorial Optimization. - Abir Chaabani; Slim Bechikh; Lamjed Ben Said; Radhia Azzouz (GECCO (Companion), 2015)

Chapter Four - Preference Incorporation in Evolutionary Multiobjective Optimization: A Survey of the State-of-the-Art. - Slim Bechikh; Marouane Kessentini; Lamjed Ben Said; Khaled Ghédira (Adv. Comput., 2015)

MOMM: Multi-objective model merging. - Usman Mansoor; Marouane Kessentini; Philip Langer; Manuel Wimmer; Slim Bechikh; Kalyanmoy Deb (J. Syst. Softw., 2015)

Prioritizing code-smells correction tasks using chemical reaction optimization. - Ali Ouni 001; Marouane Kessentini; Slim Bechikh; Houari A. Sahraoui (Softw. Qual. J., 2015)

An Efficient Chemical Reaction Optimization Algorithm for Multiobjective Optimization. - Slim Bechikh; Abir Chaabani; Lamjed Ben Said (IEEE Trans. Cybern., 2015)

Many-Objective Software Remodularization Using NSGA-III. - Wiem Mkaouer; Marouane Kessentini; Adnan Shaout; Patrice Koligheu; Slim Bechikh; Kalyanmoy Deb; Ali Ouni 001 (ACM Trans. Softw. Eng. Methodol., 2015)

A memetic evolutionary algorithm for bi-level combinatorial optimization: A realization between Bi-MDVRP and Bi-CVRP. - Abir Chaabani; Slim Bechikh; Lamjed Ben Said (CEC, 2016)

Leveraging evolutionary algorithms for dynamic multi-objective optimization scheduling of multi-tenant smart home appliances. - Walid Trabelsi; Radhia Azzouz; Slim Bechikh; Lamjed Ben Said (CEC, 2016)

Solving many-objective problems using targeted search directions. - Maha Elarbi; Slim Bechikh; Lamjed Ben Said; Chih-Cheng Hung (SAC, 2016)

On the use of many quality attributes for software refactoring: a many-objective search-based software engineering approach. - Mohamed Wiem Mkaouer; Marouane Kessentini; Slim Bechikh; Mel Ó Cinnéide; Kalyanmoy Deb (Empir. Softw. Eng., 2016)

Dynamic Multi-objective Optimization Using Evolutionary Algorithms: A Survey. - Radhia Azzouz; Slim Bechikh; Lamjed Ben Said (Recent Advances in Evolutionary Multi-objective Optimization, 2017)

Many-objective Optimization Using Evolutionary Algorithms: A Survey. - Slim Bechikh; Maha Elarbi; Lamjed Ben Said (Recent Advances in Evolutionary Multi-objective Optimization, 2017)

Multi-objective Optimization: Classical and Evolutionary Approaches. - Maha Elarbi; Slim Bechikh; Lamjed Ben Said; Rituparna Datta (Recent Advances in Evolutionary Multi-objective Optimization, 2017)

Practical Applications in Constrained Evolutionary Multi-objective Optimization. - Arun Kumar Sharma; Rituparna Datta; Maha Elarbi; Bishakh Bhattacharya; Slim Bechikh (Recent Advances in Evolutionary Multi-objective Optimization, 2017)

On the importance of isolated solutions in constrained decomposition-based many-objective optimization. - Maha Elarbi; Slim Bechikh; Lamjed Ben Said (GECCO, 2017)

Bi-MOCK: A Multi-objective Evolutionary Algorithm for Bi-clustering with Automatic Determination of the Number of Bi-clusters. - Meriem Bousselmi; Slim Bechikh; Chih-Cheng Hung; Lamjed Ben Said (ICONIP (4), 2017)

A Co-evolutionary Decomposition-based Chemical Reaction Algorithm for Bi-level Combinatorial Optimization Problems. - Abir Chaabani; Slim Bechikh; Lamjed Ben Said (KES, 2017)

A dynamic multi-objective evolutionary algorithm using a change severity-based adaptive population management strategy. - Radhia Azzouz; Slim Bechikh; Lamjed Ben Said (Soft Comput., 2017)

A Multi-Objective Hybrid Filter-Wrapper Evolutionary Approach for Feature Construction on High-Dimensional Data. - Marwa Hammami; Slim Bechikh; Chih-Cheng Hung; Lamjed Ben Said (CEC, 2018)

Clustering algorithms on imbalanced data using the SMOTE technique for image segmentation. - Wajira Abeysinghe; Chih-Cheng Hung; Slim Bechikh; Xiaosong Wang; Altaf Rattani (RACS, 2018)

A new co-evolutionary decomposition-based algorithm for bi-level combinatorial optimization. - Abir Chaabani; Slim Bechikh; Lamjed Ben Said (Appl. Intell., 2018)

Handling time-varying constraints and objectives in dynamic evolutionary multi-objective optimization. - Radhia Azzouz; Slim Bechikh; Lamjed Ben Said; Walid Trabelsi (Swarm Evol. Comput., 2018)

Advances in Evolutionary Multi-objective Optimization. - Slim Bechikh; Carlos Artemio Coello Coello (Swarm Evol. Comput., 2018)

A Fuzzy Logic-Based Anticipation Car-Following Model. - Anouer Bennajeh; Slim Bechikh; Lamjed Ben Said; Samir Aknine (Trans. Comput. Collect. Intell., 2018)

A New Decomposition-Based NSGA-II for Many-Objective Optimization. - Maha Elarbi; Slim Bechikh; Abhishek Gupta 001; Lamjed Ben Said; Yew-Soon Ong (IEEE Trans. Syst. Man Cybern. Syst., 2018)

A Hybrid Evolutionary Algorithm with Heuristic Mutation for Multi-objective Bi-clustering. - Slim Bechikh; Maha Elarbi; Chih-Cheng Hung; Sabrine Hamdi; Lamjed Ben Said (CEC, 2019)

Weighted-Features Construction as a Bi-level Problem. - Marwa Hammami; Slim Bechikh; Chih-Cheng Hung; Lamjed Ben Said (CEC, 2019)

A Constrained Box Algorithm for Imbalanced Data in Satellite Images. - Wajira Abeysinghe; Michael Wong; Chih-Cheng Hung; Slim Bechikh (IGARSS, 2019)

Bi-level Decision-making Modeling for an Autonomous Driver Agent: Application in the Car-following Driving Behavior. - Anouer Bennajeh; Slim Bechikh; Lamjed Ben Said; Samir Aknine (Appl. Artif. Intell., 2019)

A Multi-objective hybrid filter-wrapper evolutionary approach for feature selection. - Marwa Hammami; Slim Bechikh; Chih-Cheng Hung; Lamjed Ben Said (Memetic Comput., 2019)

Multi-objective evolution of oblique decision trees for imbalanced data binary classification. - Marwa Chabbouh; Slim Bechikh; Chih-Cheng Hung; Lamjed Ben Said (Swarm Evol. Comput., 2019)

Class Dependent Feature Construction as a Bi-level optimization Problem. - Marwa Hammami; Slim Bechikh; Mohamed Makhlouf; Chih-Cheng Hung; Lamjed Ben Said (CEC, 2020)

Handling uncertainty in code smells detection using a possibilistic SBSE approach. - Sofien Boutaib; Slim Bechikh; Carlos A. Coello Coello; Chih-Cheng Hung; Lamjed Ben Said (GECCO Companion, 2020)

Class-Dependent Weighted Feature Selection as a Bi-Level Optimization Problem. - Marwa Hammami; Slim Bechikh; Chih-Cheng Hung; Lamjed Ben Said (ICONIP (5), 2020)

Multi-Agent Cooperation for an Active Perception Based on Driving Behavior: Application in a Car-Following Behavior. - Anouer Bennajeh; Slim Bechikh; Lamjed Ben Said; Samir Aknine (Appl. Artif. Intell., 2020)

Solving Combinatorial Multi-Objective Bi-Level Optimization Problems Using Multiple Populations and Migration Schemes. - Rihab Said; Slim Bechikh; Ali Louati; Abdulaziz Aldaej; Lamjed Ben Said (IEEE Access, 2020)

On the use of artificial malicious patterns for android malware detection. - Manel Jerbi; Zaineb Chelly Dagdia; Slim Bechikh; Lamjed Ben Said (Comput. Secur., 2020)

Feature construction as a bi-level optimization problem. - Marwa Hammami; Slim Bechikh; Ali Louati; Mohamed Makhlouf; Lamjed Ben Said (Neural Comput. Appl., 2020)

A co-evolutionary hybrid decomposition-based algorithm for bi-level combinatorial optimization problems. - Abir Chaabani; Slim Bechikh; Lamjed Ben Said (Soft Comput., 2020)

Approximating Complex Pareto Fronts With Predefined Normal-Boundary Intersection Directions. - Maha Elarbi; Slim Bechikh; Carlos A. Coello Coello; Mohamed Makhlouf; Lamjed Ben Said (IEEE Trans. Evol. Comput., 2020)

Software Anti-patterns Detection Under Uncertainty Using a Possibilistic Evolutionary Approach. - Sofien Boutaib; Maha Elarbi; Slim Bechikh; Chih-Cheng Hung; Lamjed Ben Said (EuroGP, 2021)

Malware Detection Using Rough Set Based Evolutionary Optimization. - Manel Jerbi; Zaineb Chelly Dagdia; Slim Bechikh; Lamjed Ben Said (ICONIP (5), 2021)

Dealing with Label Uncertainty in Web Service Anti-patterns Detection using a Possibilistic Evolutionary Approach. - Sofien Boutaib; Maha Elarbi; Slim Bechikh; Mohamed Makhlouf; Lamjed Ben Said (ICWS, 2021)

Evolutionary Optimization of Convolutional Neural Network Architecture Design for Thoracic X-Ray Image Classification. - Hassen Louati; Slim Bechikh; Ali Louati; Abdulaziz Aldaej; Lamjed Ben Said (IEA/AIE (1), 2021)

A Possibilistic Evolutionary Approach to Handle the Uncertainty of Software Metrics Thresholds in Code Smells Detection. - Sofien Boutaib; Maha Elarbi; Slim Bechikh; Fabio Palomba; Lamjed Ben Said (QRS, 2021)

Code smell detection and identification in imbalanced environments. - Sofien Boutaib; Slim Bechikh; Fabio Palomba; Maha Elarbi; Mohamed Makhlouf; Lamjed Ben Said (Expert Syst. Appl., 2021)

Evolutionary multi-objective optimisation: a bibliometric study. - Mohamed Amine Abdeljaouad; Zied Bahroun; Slim Bechikh (Int. J. Math. Oper. Res., 2021)

Deep convolutional neural network architecture design as a bi-level optimization problem. - Hassen Louati; Slim Bechikh; Ali Louati; Chih-Cheng Hung; Lamjed Ben Said (Neurocomputing, 2021)

On the importance of isolated infeasible solutions in the many-objective constrained NSGA-III. - Maha Elarbi; Slim Bechikh; Lamjed Ben Said (Knowl. Based Syst., 2021)

Interval-based Cost-sensitive Classification Tree Induction as a Bi-level Optimization Problem. - Rihab Said; Maha Elarbi; Slim Bechikh; Carlos A. Coello Coello; Lamjed Ben Said (CEC, 2022)

Malware Evolution and Detection Based on the Variable Precision Rough Set Model. - Manel Jerbi; Zaineb Chelly Dagdia; Slim Bechikh; Lamjed Ben Said (FedCSIS, 2022)

A bi-level evolutionary approach for the multi-label detection of smelly classes. - Sofien Boutaib; Maha Elarbi; Slim Bechikh; Fabio Palomba; Lamjed Ben Said (GECCO Companion, 2022)

Cost-sensitive classification tree induction as a bi-level optimization problem. - Rihab Said; Maha Elarbi; Slim Bechikh; Carlos A. Coello Coello; Lamjed Ben Said (GECCO Companion, 2022)

Design and Compression Study for Convolutional Neural Networks Based on Evolutionary Optimization for Thoracic X-Ray Image Classification. - Hassen Louati; Ali Louati; Slim Bechikh; Lamjed Ben Said (ICCCI, 2022)

Evolutionary Optimization for CNN Compression Using Thoracic X-Ray Image Classification. - Hassen Louati; Slim Bechikh; Ali Louati; Abdulaziz Aldaej; Lamjed Ben Said (IEA/AIE, 2022)

Uncertainty-wise software anti-patterns detection: A possibilistic evolutionary machine learning approach. - Sofien Boutaib; Maha Elarbi; Slim Bechikh; Carlos A. Coello Coello; Lamjed Ben Said (Appl. Soft Comput., 2022)

Topology optimization search of deep convolution neural networks for CT and X-ray image classification. - Hassen Louati; Ali Louati; Slim Bechikh; Fatma Masmoudi; Abdulaziz Aldaej; Elham Kariri (BMC Medical Imaging, 2022)

Android malware detection as a Bi-level problem. - Manel Jerbi; Zaineb Chelly Dagdia; Slim Bechikh; Lamjed Ben Said (Comput. Secur., 2022)

Handling uncertainty in SBSE: a possibilistic evolutionary approach for code smells detection. - Sofien Boutaib; Maha Elarbi; Slim Bechikh; Fabio Palomba; Lamjed Ben Said (Empir. Softw. Eng., 2022)

An Evolutionary Multi-objective Approach for Coordinating Supplier-Producer Conflict in Lot Sizing. - Maha Elarbi; Chaima Elwadi; Slim Bechikh; Zied Bahroun; Lamjed Ben Said (Int. J. Inf. Technol. Decis. Mak., 2022)

Joint design and compression of convolutional neural networks as a Bi-level optimization problem. - Hassen Louati; Slim Bechikh; Ali Louati; Abdulaziz Aldaej; Lamjed Ben Said (Neural Comput. Appl., 2022)

Solving combinatorial bi-level optimization problems using multiple populations and migration schemes. - Rihab Said; Maha Elarbi; Slim Bechikh; Lamjed Ben Said (Oper. Res., 2022)

Immune-Based System to Enhance Malware Detection. - Manel Jerbi; Zaineb Chelly Dagdia; Slim Bechikh; Lamjed Ben Said (CEC, 2023)

Solving the Discretization-based Feature Construction Problem using Bi-level Evolutionary Optimization. - Rihab Said; Slim Bechikh; Carlos A. Coello Coello; Lamjed Ben Said (CEC, 2023)

A Hybrid Evolutionary Approach with Group-Based Solution Encoding for Solving the Constrained Bilevel Multi-Depot Vehicle Routing Problem. - Rocío Salinas-Guerra; Efrén Mezura-Montes; Marcela Quiroz-Castellanos; Jesús-Adolfo Mejía-de-Dios; Slim Bechikh (CEC, 2023)

Optimizing Deep Learning for Computer-Aided Diagnosis of Lung Diseases: An Automated Method Combining Evolutionary Algorithm and Transfer Learning. - Hassen Louati; Ali Louati; Elham Kariri; Slim Bechikh (ICCCI (CCIS Volume), 2023)

Discretization-Based Feature Selection as a Bilevel Optimization Problem. - Rihab Said; Maha Elarbi; Slim Bechikh; Carlos Artemio Coello Coello; Lamjed Ben Said (IEEE Trans. Evol. Comput., 2023)

Imbalanced multi-label data classification as a bi-level optimization problem: application to miRNA-related diseases diagnosis. - Marwa Chabbouh; Slim Bechikh; Efrén Mezura-Montes; Lamjed Ben Said (Neural Comput. Appl., 2023)

Embedding channel pruning within the CNN architecture design using a bi-level evolutionary approach. - Hassen Louati; Ali Louati; Slim Bechikh; Elham Kariri (J. Supercomput., 2023)

A Bi-Level Evolutionary Model Tree Induction Approach for Regression. - Safa Mahouachi; Maha Elarbi; Khaled Sethom; Slim Bechikh; Carlos A. Coello Coello (CEC, 2024)

A Self-learning Particle Swarm Optimization Algorithm for Dynamic Job Shop Scheduling Problem with New Jobs Insertion. - Kaouther Ben Ali; Hassen Louati; Slim Bechikh (ICSI (1), 2024)

Dynamic Job Shop Scheduling Problem With New Job Arrivals Using Hybrid Genetic Algorithm. - Kaouther Ben Ali; Slim Bechikh; Ali Louati; Hassen Louati; Elham Kariri (IEEE Access, 2024)

Joint filter and channel pruning of convolutional neural networks as a bi-level optimization problem. - Hassen Louati; Ali Louati; Slim Bechikh; Elham Kariri (Memetic Comput., 2024)

Many-objective optimization of wireless sensor network deployment. - Omar Ben Amor; Zaineb Chelly Dagdia; Slim Bechikh; Lamjed Ben Said (Evol. Intell., 2024)

Cognitively Inspired Three-Way Decision Making and Bi-Level Evolutionary Optimization for Mobile Cybersecurity Threats Detection: A Case Study on Android Malware. - Manel Jerbi; Zaineb Chelly Dagdia; Slim Bechikh; Lamjed Ben Said (Cogn. Comput., 2024)

Cross-Project Code Smell Detection as a Dynamic Optimization Problem: An Evolutionary Memetic Approach. - Sofien Boutaib; Maha Elarbi; Slim Bechikh; Carlos A. Coello Coello; Lamjed Ben Said (CEC, 2025)

Adaptive Normal-Boundary Intersection Directions for Evolutionary Many-Objective Optimization with Complex Pareto Fronts. - Maha Elarbi; Slim Bechikh; Carlos A. Coello Coello (EMO (1), 2025)

Bi-level Evolutionary Model Tree Chain Induction for Multi-output Regression. - Safa Mahouachi; Maha Elarbi; Slim Bechikh (Neurocomputing, 2025)

Evolutionary optimization of the area under precision-recall curve for classifying imbalanced multi-class data. - Marwa Chabbouh; Slim Bechikh; Efrén Mezura-Montes; Lamjed Ben Said (J. Heuristics, 2025)