| 2026 | ICAART | Ordering Queries in Constrained Partial CP-nets. | Sultan Ahmed, Malek Mouhoub |
| 2026 | SIMULTECH | On the Impact of LSTM Capacity on Recurrent Reinforcement Learning for Multi-UAV Exploration. | Ali Moltajaei Farid, Jafar Roshanian, Malek Mouhoub |
| 2026 | SIMULTECH | Nature-Inspired Feature Weighting for Enhanced K-Means Clustering in High-Dimensional Data. | Mandana Gholami, Malek Mouhoub, Samira Sadaoui |
| 2025 | ICISSP | A Customizable Security Risk Assessment Framework Using Multi-Attribute Decision Making for IoT Systems. | Mofareh Waqdan, Habib Louafi, Malek Mouhoub |
| 2025 | ICORES | Data Clustering Using Mother Tree Optimization. | Wael Korani, Malek Mouhoub |
| 2025 | SECRYPT | A Hybrid-Based Transfer Learning Approach for IoT Device Identification. | Stephanie M. Opoku, Habib Louafi, Malek Mouhoub |
| 2025 | SIMULTECH | Multi-Objective Evolutionary Computation for the Portfolio Optimization Problem with Respect to Environmental, Social, and Governance Criteria. | Riley Herman, Malek Mouhoub |
| 2024 | ICORES | Evolutionary Techniques for the Nurse Scheduling Problem. | Mehdi Sadeghilalimi, Malek Mouhoub, Aymen Ben Said |
| 2024 | ISNCC | IoT Device Identification based on Network Traffic Analysis and Machine Learning. | Stephanie M. Opoku, Habib Louafi, Malek Mouhoub |
| 2024 | SIMULTECH | Enhancing Continuous Optimization with a Hybrid History-Driven Firefly and Simulated Annealing Approach. | Sina Alizadeh, Malek Mouhoub |
| 2024 | SIMULTECH | A Web-Based System for Learning Qualitative Constraint Networks with Preferences. | Pablo Echavarria, Malek Mouhoub |
| 2023 | FlAIRS | Biogeography-based optimization for feature selection. | Mandana Gholami, Malek Mouhoub, Samira Sadaoui |
| 2023 | ICAART | Nature-Inspired Algorithms for Solving Weighted Constraint Satisfaction Problems. | Mahdi Bidar, Malek Mouhoub |
| 2023 | ICMLA | A New Self-Adaptive Hybrid Approach Based on History-Driven Methods for Improving Metaheuristics. | Sina Alizadeh, Malek Mouhoub |
| 2023 | ICMLA | Solving the Electricity Technician Dispatch Problem. | Mehdi Sadeghilalimi, Malek Mouhoub, Haifa Zaidi, Aymen Ben Said |
| 2023 | ISNCC | An IoT Security Risk Assessment Framework for Healthcare Environment. | Mofareh Waqdan, Habib Louafi, Malek Mouhoub |
| 2023 | SMC | Feature Selection Using Evolutionary Techniques. | Mandana Gholami, Malek Mouhoub, Samira Sadaoui |
| 2023 | SECRYPT | A Comprehensive Risk Assessment Framework for IoT-Enabled Healthcare Environment. | Mofareh Waqdan, Habib Louafi, Malek Mouhoub |
| 2022 | ICAART | Constrained CP-nets Similarity. | Hassan Alkhiri, Malek Mouhoub |
| 2022 | ICAART | Whale Optimization-based Prediction for Medical Diagnostic. | Ali Asghar Rahmani Hosseinabadi, Mehdi Sadeghilalimi, Morteza Babazadeh Shareh, Malek Mouhoub, Samira Sadaoui |
| 2022 | ICAART | Discrete Mother Tree Optimization and Swarm Intelligence for Constraint Satisfaction Problems. | Wael Korani, Malek Mouhoub |
| 2022 | ICAART | Analysing the Sentiments in Online Reviews with Special Focus on Automobile Market. | Ayman Yafoz, Farial Syed, Malek Mouhoub, Lisa Fan |
| 2022 | SMC | Evolutionary Mapping with Multiple Unmanned Aerial Vehicles. | Ali Moltajaei Farid, Malek Mouhoub |
| 2022 | SMC | A Deep Averaged Reinforcement Learning Approach for the Traveling Salesman Problem. | Sirvan Parasteh, Amin Khorram, Malek Mouhoub, Samira Sadaoui |
| 2022 | SMC | Portfolio Selection for SAT Instances. | Armin Sadreddin, Malek Mouhoub, Samira Sadaoui |
| 2022 | SECRYPT | Efficient IoT Device Fingerprinting Approach using Machine Learning. | Richmond Osei, Habib Louafi, Malek Mouhoub, Zhongwen Zhu |
| 2022 | SIMULTECH | An Interactive System for Capturing Users' Qualitative Preferences in Recommender Systems. | Kushal Dave, Malek Mouhoub |
| 2021 | CEC | A New Optimization Approach for Task Scheduling Problem Using Water Cycle Algorithm in Mobile Cloud Computing. | Behzad Saemi, Mehdi Sadeghilalimi, Ali Asghar Rahmani Hosseinabadi, Malek Mouhoub, Samira Sadaoui |
| 2021 | ICAART | Quantum Control for Error Correction using Mother Tee Optimization. | Wael Korani, Malek Mouhoub |
| 2021 | ICONIP | An Implicit Learning Approach for Solving the Nurse Scheduling Problem. | Aymen Ben Said, Emad A. Mohammed, Malek Mouhoub |
| 2021 | SMC | Weighted Constrained CP-nets: an Extension of Constrained CP-nets with Weighted Constraints. | Hassan Alkhiri, Malek Mouhoub |
| 2021 | SMC | Sentiment Analysis in Arabic Social Media Using Deep Learning Models. | Ayman Yafoz, Malek Mouhoub |
| 2020 | AI | Customer Segmentation and Churn Prediction in Online Retail. | Nilay Jha, Dhruv Parekh, Malek Mouhoub, Varun Makkar |
| 2020 | CEC | Intelligent Controllers based on Genetic Algorithms for Reducing Energy and Water Waste. | Ali Moltajaei Farid, Malek Mouhoub, Javid Sharifi |
| 2020 | ICAART | Discrete Focus Group Optimization Algorithm for Solving Constraint Satisfaction Problems. | Mahdi Bidar, Malek Mouhoub, Samira Sadaoui |
| 2020 | ICAART | Sentiment Analysis of Serious Suicide References in Twitter Social Network. | Wael Korani, Malek Mouhoub |
| 2020 | ICAART | Towards Analysing the Sentiments in the Field of Automobile with Specific Focus on Arabic Language Text. | Ayman Yafoz, Malek Mouhoub |
| 2020 | ICONIP | Discrete Mother Tree Optimization for the Traveling Salesman Problem. | Wael Korani, Malek Mouhoub |
| 2020 | ICTAI | Deep Learning Ensembles for Hate Speech Detection. | Safa Alsafari, Samira Sadaoui, Malek Mouhoub |
| 2020 | SMC | Analyzing Machine Learning Algorithms for Sentiments in Arabic Text. | Ayman Yafoz, Malek Mouhoub |
| 2019 | AI | Lexicographic Preference Trees with Hard Constraints. | Sultan Ahmed, Malek Mouhoub |
| 2019 | CEC | Self-Adaptive Discrete Firefly Algorithm for Minimal Perturbation in Dynamic Constraint Satisfaction Problems. | Mahdi Bidar, Malek Mouhoub |
| 2019 | ICAART | Chaos-based Discrete Firefly Algorithm for Constraint Satisfaction Problems. | Mahdi Bidar, Malek Mouhoub, Samira Sadaoui |
| 2019 | IJCAI | Constraint Solving and Optimization Using Evolutionary Techniques. | Mahdi Bidar, Malek Mouhoub |
| 2019 | ICTAI | A Divide and Conquer Algorithm for Dominance Testing in Acyclic CP-Nets. | Sultan Ahmed, Malek Mouhoub |
| 2019 | SMC | Constrained LP-trees. | Sultan Ahmed, Malek Mouhoub |
| 2019 | SMC | Solving Weighted Constraint Satisfaction Problems Using a new Self-Adaptive Discrete Firefly Algorithm. | Mahdi Bidar, Malek Mouhoub |
| 2019 | SMC | Discrete Particle Swarm Optimization Algorithm for Dynamic Constraint Satisfaction with Minimal Perturbation. | Mahdi Bidar, Malek Mouhoub |
| 2019 | SMC | Multiple Objective Optimizers for Saving Water and Energy in Smart House. | Ali Moltajaei Farid, Javid Sharifi, Malek Mouhoub, S. Masoud Barakati, Simon Egerton |
| 2019 | SMC | Mother Tree Optimization. | Wael Korani, Malek Mouhoub, Raymond J. Spiteri |
| 2018 | AI | Solving Constraint Satisfaction Problems Using Firefly Algorithms. | Mahdi Bidar, Malek Mouhoub, Samira Sadaoui, Mohsen Bidar |
| 2018 | CEC | Mushroom Reproduction Optimization (MRO): A Novel Nature-Inspired Evolutionary Algorithm. | Mahdi Bidar, Hamidreza Rashidy Kanan, Malek Mouhoub, Samira Sadaoui |
| 2018 | CEC | Discrete Firefly Algorithm: A New Metaheuristic Approach for Solving Constraint Satisfaction Problems. | Mahdi Bidar, Malek Mouhoub, Samira Sadaoui |
| 2018 | ICINCO | Managing Weighted Preferences with Constraints in Interactive Applications. | Bandar Mohammed, Malek Mouhoub, Eisa Alanazi, Samira Sadaoui |
| 2018 | ICMLA | Auction Fraud Classification Based on Clustering and Sampling Techniques. | Farzana Anowar, Samira Sadaoui, Malek Mouhoub |
| 2018 | ICTAI | Constrained Optimization with Preferentially Ordered Outcomes. | Sultan Ahmed, Malek Mouhoub |
| 2018 | SMC | Extending Conditional Preference Network with User's Genuine Decisions. | Sultan Ahmed, Malek Mouhoub |
| 2018 | SMC | Constrained Optimization with Partial CP-Nets. | Malek Mouhoub, Sultan Ahmed |
| 2018 | TIME | Learning Qualitative Constraint Networks. | Malek Mouhoub, Hamad Al Marri, Eisa Alanazi |
| 2017 | AI | Probabilistic TCP-net. | Sultan Ahmed, Malek Mouhoub |
| 2017 | ICAART | Modified Krill Herd Optimization Algorithm using Focus Group Idea. | Mahdi Bidar, Edris Fattahi, Malek Mouhoub, Hamidreza Rashidy Kanan |
| 2017 | ICAART | Graphics Processing Units for Constraint Satisfaction. | Malek Mouhoub, Ahmed Mobaraki |
| 2017 | ICMLA | Incremental Dynamic Search Solver. | Ali Hmer, Malek Mouhoub |
| 2017 | SMC | Improving firefly algorithm performance using fuzzy logic. | Mahdi Bidar, Samira Sadaoui, Malek Mouhoub, Mohsen Bidar |
| 2017 | SMC | Representing and reasoning with constrained PCP-nets. | Sleh El Fidha, Malek Mouhoub, Nahla Ben Amor, Eisa Alanazi |
| 2016 | ICMLA | Managing Constraints and Preferences for Winner Determination in Multi-attribute Reverse Auctions. | Malek Mouhoub, Farnaz Ghavamifar |
| 2016 | IJCAI | The Complexity of Learning Acyclic CP-Nets. | Eisa Alanazi, Malek Mouhoub, Sandra Zilles |
| 2015 | FlAIRS | Evolutionary Technique for Combinatorial Reverse Auctions. | Shubhashis Kumar Shil, Malek Mouhoub, Samira Sadaoui |
| 2015 | ICONIP | Ontology-based Information Extraction for Residential Land Use Suitability: A Case Study of the City of Regina, Canada. | Munira Al-Ageili, Malek Mouhoub |
| 2015 | ICONIP | Winner Determination in Multi-attribute Combinatorial Reverse Auctions. | Shubhashis Kumar Shil, Malek Mouhoub, Samira Sadaoui |
| 2014 | CEC | Coevolutionary genetic algorithm for variable ordering in CSPs. | Muhammad Rezaul Karim, Malek Mouhoub |
| 2013 | FlAIRS | A Framework to Manage Conditional Constraints and Qualitative Preferences. | Eisa Alanazi, Malek Mouhoub |
| 2013 | GECCO | An approach to solve winner determination in combinatorial reverse auctions using genetic algorithms. | Shubhashis Kumar Shil, Malek Mouhoub, Samira Sadaoui |
| 2013 | IJCAI | Managing Qualitative Preferences and Constraints in a Dynamic Environment. | Eisa Alanazi, Malek Mouhoub |
| 2013 | SEKE | Revisiting the Performance of Weighted k-Nearest Centroid Neighbor Classifiers. | Muhammad Rezaul Karim, Malek Mouhoub |
| 2012 | FlAIRS | Arc Consistency for CP-Nets under Constraints. | Eisa Alanazi, Malek Mouhoub |
| 2012 | ICONIP | Managing Qualitative Preferences with Constraints. | Eisa Alanazi, Malek Mouhoub |
| 2012 | ICTAI | Dynamic Path Consistency for Spatial Reasoning. | Lamia Belouaer, Maroua Bouzid, Malek Mouhoub |
| 2011 | FlAIRS | Solving Graph Coloring Problems Using Cultural Algorithms. | Reza Abbasian, Malek Mouhoub, Amin Jula |
| 2011 | FlAIRS | Preference Elicitation and Winner Determination in Multi-Attribute Auctions. | Farnaz Ghavamifar, Samira Sadaoui, Malek Mouhoub |
| 2011 | GECCO | An efficient hierarchical parallel genetic algorithm for graph coloring problem. | Reza Abbasian, Malek Mouhoub |
| 2011 | GECCO | Heuristic techniques for variable and value ordering in CSPs. | Malek Mouhoub, Bahareh Jafari Jashmi |
| 2010 | AI | Winner Determination Based on Preference Elicitation Methods. | Farnaz Ghavamifar, Samira Sadaoui, Malek Mouhoub |
| 2009 | FlAIRS | Extending Temporal Causal Graph for Diagnosis Problems. | Lamia Belouaer, Maroua Bouzid, Malek Mouhoub |
| 2008 | CEC | Improving the Ant Colony Optimization Algorithm for the Quadratic Assignment Problem. | Malek Mouhoub, Zhijie Wang |
| 2008 | FlAIRS | Conditional and Composite Constraints with Preferences. | Malek Mouhoub, Amrudee Sukpan |
| 2008 | ICTAI | Solving Temporal Constraint Satisfaction Problems with Heuristic Based Evolutionary Algorithms. | Bahareh Jafari Jashmi, Malek Mouhoub |
| 2008 | SMC | Managing uncertain temporal relations using a probabilistic Interval Algebra. | Malek Mouhoub, Jia Liu |
| 2007 | AI | Managing Conditional and Composite CSPs. | Malek Mouhoub, Amrudee Sukpan |
| 2007 | SAC | Solving conditional and composite constraint satisfaction problems. | Malek Mouhoub, Amrudee Sukpan |
| 2006 | ICTAI | Ant Colony with Stochastic Local Search for the Quadratic Assignment Problem. | Malek Mouhoub, Zhijie Wang |
| 2006 | TIME | Conditional and Composite Temporal Constraints with Preferences. | Malek Mouhoub, Amrudee Sukpan |
| 2005 | ICTAI | Improving Lotos Simulation Using Constraint Propagation. | Malek Mouhoub, Samira Sadaoui |
| 2005 | ICTAI | A New Temporal CSP Framework Handling Composite Variables and Activity Constraints. | Malek Mouhoub, Amrudee Sukpan |
| 2004 | AI | Solving Dynamic CSPs. | Malek Mouhoub |
| 2004 | ICTAI | Solving Conditional and Composite Temporal Constraints. | Malek Mouhoub, Amrudee Sukpan |
| 2004 | KES | Stochastic Local Search for Incremental SAT and Incremental MAX-SAT. | Malek Mouhoub, Changhai Wang |
| 2004 | SEKE | Formal Description Techniques for CSPs and TCSPs. | Malek Mouhoub, Samira Sadaoui, Amrudee Sukpan |
| 2003 | KES | Arc Consistency for Dynamic CSPs. | Malek Mouhoub |
| 2000 | ICTAI | Reasoning about numeric and symbolic time information. | Malek Mouhoub |