Subsections

Refereed Publications

Edited Books/Proceedings

  1. M. Mouhoub, S. Sadaoui, O. Ait Mohamed and M. Ali. Recent Trends and Future Technology in Applied Intelligence - 31st International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2018, Montreal, QC, Canada, June 25-28, 2018, Lecture Notes in Computer Science 10868, Springer 2018, ISBN 978-3-319-92057-3.

  2. A. Amine, M. Mouhoub, O. Ait Mohamed and B. Djebbar. Computational Intelligence and Its Applications - 6th IFIP TC 5 International Conference, CIIA 2018, Oran, Algeria, May 8-10, 2018, IFIP Advances in Information and Communication Technology 522, Springer 2018, ISBN 978-3-319-89742-4.

  3. M. Mouhoub and P. Langlais . Advances in Artificial Intelligence - 30th Canadian Conference on Artificial Intelligence, Canadian AI 2017. Edmonton, AB, Canada, May 16-19, 2017, Lecture Notes in Computer Science 10233, 2017, ISBN 978-3-319-57350-2.

Refereed Book Chapters

  1. O. Falola, H. Louafi and M. Mouhoub. Optimizing IoT Device Fingerprinting Using Machine Learning. World Scientific Series in Digital Forensics and Cybersecurity, Innovations in Digital Forensics, pages 293-3317, https://doi.org/10.1142/9789811273209 0009, 2023.232

  2. M. Mouhoub and Jia. Liu. Probabilistic Temporal Network for Numeric and Symbolic Time Information. Knowledge-Based Intelligent System Advancements: Systemic and Cybernetic Approaches, Advances in Artificial Intelligence Technologies series. J. Jozefczyk and D. Orski editors, pages 67-86, IGI Global, 2011.232

  3. M. Mouhoub and C. Feng. CSP Techniques for Solving Combinatorial Queries within Relational Databases. Intelligent Systems for Knowledge Management. Studies in Computational Intelligence, N. T. Nguyen and E. Szczerbicki editors, Springer, pages 131-151, 2009.236

  4. S. Sadaoui, M. Mouhoub and X.F. Li. An OCL-based CSP Specification and Solving Tool. New Challenges in Applied Intelligence Technologies, Studies in Computational Intelligence, pages 235-244, Vol. 134, Springer 2008.240

  5. M. Mouhoub. Extending Allen Algebra to Manage Symbolic and Metric Temporal Information. Planning and Scheduling. Frontiers in Artificial Intelligence and Applications Series, pages 59-68, Vol 117, IOS Press, L. Castillo, D. Borrajo, M.A. Salido & A. Oddi editors, 2004.

Articles in Refereed Journals

  1. F. Ben Mesmia and M. Mouhoub. Semi-Automatic Building and Learning of a Multilingual Ontology. Transactions on Asian and Low-Resource Language Information Processing, ACM, https://doi.org/10.1145/3615864, to appear, 2023.253

  2. M. Mouhoub, H. Al Marri and E. Alanazi. Exact Learning of Qualitative Constraint Networks from Membership Queries. International Journal of Software Engineering and Knowledge Engineering, Vol. 32, No. 07, pp. 1019-1042, DOI: 10.1142/S0218194022500383, World Scientific Publishing, 2022. International Journal of Software Engineering and Knowledge Engineering, pp. 1-27, https://doi.org/10.1142/S0218194023500171, World Scientific Publishing, 2023.253

  3. M. Al-Ageili and M. Mouhoub. An Ontology-Based Information Extraction System for Residential Land Use Suitability Analysis. International Journal of Software Engineering and Knowledge Engineering, Vol. 32, No. 07, pp. 1019-1042, DOI: 10.1142/S0218194022500383, World Scientific Publishing. 253

  4. M. Bidar and M. Mouhoub. Nature-Inspired Techniques for Dynamic Constraint Satisfaction Problems. Springer Nature Operations Research Forum, Vol. 3:28, pages 1-33, 2022.

    5. 253
  5. W. Korani and M. Mouhoub. Review on Nature-Inspired Algorithms. SN Operations Research Forum, Springer, vol. 2(3), pages 1-26, 2021.


    6. 253
  6. E. Alanazi, M. Mouhoub and S. Zilles. The complexity of exact learning of acyclic conditional preference networks from swap examples. Artificial Intelligence, Elsevier, Vol. 278, pages 1-52, 2020. 253

  7. S. Ahmed and M. Mouhoub. Conditional Preference Networks with Users Genuine Decisions. Computational Intelligence, Wiley, Vol. 36, Issue 3, pages 1-29, 2020. 253

  8. Safa Alsafari, Samira Sadaoui and Malek Mouhoub. Hate and Offensive Speech Detection on Arabic Social Media. Online Social Networks and Media, Elsevier, pages 1-15, 2020. 253

  9. M. Bidar, M. Mouhoub, S. Sadaoui and H. Rashidy Kanan. A Novel Nature-Inspired Technique based on Mushroom Reproduction for Constraint Solving and Optimization. The International Journal of Computational Intelligence and Applications. World Scientific Publishing, vol. 19, No 2, pages 1-21, 2020. 253

  10. K. W. Yong and M. Mouhoub. Using Conflict and Support Counts for Variable and Value Ordering in CSPs. Applied Intelligence, Springer, Vol. 48(8), pages 2487-2500, 2018. 253

  11. S. Ahmed and M. Mouhoub. Representation and Reasoning with Probabilistic TCP-nets. Computer and Information Science, Vol. 11(4), pages 9 - 28, 2018. 253

  12. M. Mouhoub and M. Al Helal. Topic Modelling in Bangla Language: An LDA Approach to Optimize Topics and News Classification. Computer and Information Science, Vol. 11(4), pages 77 - 83, 2018. 253

  13. Mahdi Bidar, Samira Sadaoui, Malek Mouhoub and Mohsen Bidar. Enhanced Firefly Algorithm Using Fuzzy Parameter Tuner. Computer and Information Science, Vol. 11(1), pages 26 - 51, 2018. 253

  14. M. Al-Ageili, M. Mouhoub and J. Piwowar. Remote Sensing, GIS and Cellular Automata For Urban Growth Simulation. Computer and Information Science; Vol. 10, No. 4; 2017. 253

  15. A. Hmer and M. Mouhoub. A Multi-Phase Hybrid Metaheuristics Approach for the Exam Timetabling . International Journal of Computational Intelligence and Applications (IJCIA). World Scientific, Vol. 15(4), pages 1-22, 2016.253

  16. R. Abbasian and M. Mouhoub. A New Parallel GA-Based Method for Constraint Satisfaction Problems. International Journal of Computational Intelligence and Applications (IJCIA). World Scientific, Vol. 15(3), pages 1-22, 2016.253

  17. E. Alanazi and M. Mouhoub. Variable Ordering and Constraint Propagation for Constrained CP-Nets. Applied Intelligence, Springer. Vol. 44(2), pages 437-448, 2016.253

  18. S. Zhang, S. Sadaoui and M. Mouhoub. An Empirical Analysis of Imbalanced Data Classification. Computer and Information Science. Vol.8(1), pages 151-162, 2015. 253

  19. S. Zhang, M. Mouhoub and S. Sadaoui. 3N-Q: Natural Nearest Neighbor with Quality. Computer and Information Science. Vol. 7(1), pages 94-102, 2014. 253

  20. R. Abbasian and M. Mouhoub. A Hierarchical Parallel Genetic Approach for the Graph Coloring Problem. Applied Intelligence, Springer, Vol. 39(3), pages 510-528, 2013.253

  21. S. Sadaoui, M. Mouhoub and X.F. Li. Specifying and solving symbolic and numeric temporal constraints. International Journal of Knowledge Based Intelligent Engineering Systems, IOS Press. Vol. 17(3), pages 209-217, 2013.257

  22. B. Mohammed, M. Mouhoub, E. Alanazi and S. Sadaoui. Data Mining Techniques and Preference Learning in Recommender Systems. Computer and Information Science. Vol. 6(4), pages 88-102, 2013.261

  23. S. K. Shil, S. Sadaoui and M. Mouhoub. Evolutionary Techniques for Reverse Auctions. Intelligent Control and Automation. Vol.4(4), pages 371-378, 2013.

  24. M. Mouhoub and A. Sukpan. Managing Dynamic CSPs with Preferences. Applied Intelligence, Vol. 37(3), pages 446-462, 2012.267

  25. M. Mouhoub and A. Sukpan. Conditional and Composite Temporal CSPs. Applied Intelligence, Springer, Vol. 36(1), pages 90-107, 2012.271

  26. E. Alanazi, M. Mouhoub and B. Mohammed. A Preference-aware Interactive System for Online Shopping. Computer and Information Science. Vol. 5(6), pages 33-42, 2012.275

  27. M. Mouhoub. Dynamic Arc Consistency for CSPs. International Journal of Knowledge Based Intelligent Engineering Systems, IOS Press, Vol. 13(2), pages 45-58, 2009.279

  28. S. Sadaoui, M. Mouhoub and B. Chen. An Efficient Lotos-based Framework for Describing and Solving (Temporal) CSPs. International journal of Software Engineering and Knowledge Engineering (IJSEKE), Vol. 19(6), pages 765-789, 2009.283

  29. M. Mouhoub. Systematic versus Local Search Techniques for Incremental SAT. International Journal of Computational Intelligence and Applications(IJCIA). Imperial College Press, pages 77-96, Vol. 7, No. 1. 2008.287

  30. M. Mouhoub and A. Sukpan. Managing Temporal Constraints with Preferences. Spatial Cognition and Computation, Taylor & Francis, Vol. 8, No. 1-2, pages 131-149, 2008.291

  31. M. Mouhoub and S. Sadaoui. Solving Incremental Satisfiability. International Journal of Artificial Intelligence Tools(IJAIT), World Scientific Publishing. Vol. 16, No. 1, pages 139-147, 2007.295

  32. M. Mouhoub. Stochastic Local Search for Incremental SAT. International Journal of Knowledge Based Intelligent Engineering Systems, IOS Press, Vol. 9(3), pages 191-196, 2005.299

  33. M. Mouhoub. Stochastic Search versus Genetic Algorithms for Solving Real Time and Over-constrained Temporal Constraint Problems. International Journal of Knowledge Based Intelligent Engineering Systems, IOS Press, Vol. 9(1), pages 22-33, 2005. 320

  34. M. Mouhoub. Reasoning with Numeric and Symbolic Time Information. Artificial Intelligence Review. Kluwer Academic Publishers. Vol. 21, pages 25-56, 2004.307

  35. M. Mouhoub. Systematic versus non systematic techniques for solving temporal constraints in a dynamic environment. AI Communications, IOS Press, Vol. 17(4), pages 201-211, 2004. 312

  36. M. Mouhoub. A Hopfield Type Neural Net Based Model for Temporal Constraints. International Journal of Artificial Intelligence Tools(IJAIT), World Scientific Publishing, pages 533-545, Vol. 13(3), 2004.316

  37. M. Mouhoub, F. Charpillet and J.P. Haton. Experimental Analysis of Numeric and Symbolic Constraint Satisfaction Techniques for Temporal Reasoning. Constraints: An International Journal, Vol. 2, pages 151-164, Kluwer Academic Publishers, June 1998.320

Publications in Refereed Conference Proceedings

  1. S. Alizadeh and M. Mouhoub. Enhancing Continuous Optimization with a Hybrid History-Driven Firefly and Simulated Annealing Approach. The 14th International Conference on Simulation and Modeling Methodologies, Technologies and Applications (SIMULTECH 2024), pages 120-127, Dijon, July 10-12, 2024. Best Student Paper Award

  2. P. Echavarria and M. Mouhoub. A Web-Based System for Learning Qualitative Constraint Networks with Preferences. The 14th International Conference on Simulation and Modeling Methodologies, Technologies and Applications (SIMULTECH 2024), pages 386-391, Dijon, July 10-12, 2024.

  3. A. Bayeh, M. Mouhoub and S. Sadaoui. Geometrical Realization For Time Series Forecasting.The 5th International Conference on Deep Learning Theory and Applications (DeLTA 2024), pages 1-18, Dijon, July 10-12, 2024. Nominated for the Best Poster Award 253

  4. A. Ben Said and M. Mouhoub. Data-driven Learning for the Nurse Scheduling Problem. The International Conference in Optimization and Learning (OLA2024), Dubrovnik, May 13-15, 2024.

  5. S. Alizadeh and M. Mouhoub. Biologically-Inspired Algorithms for Adaptive Non- Player Character Behavior in Video Games.. The International Conference in Optimization and Learning (OLA2024), pages 184-195, Dubrovnik, May 13-15, 2024.

  6. S. E. Jahan, M. Mouhoub and M. Sadeghilalimi. Nature-Inspired Techniques for Combinatorial Reverse Auctions in Electricity Consumption. The International Conference in Optimization Malek Mouhoub 25 and Learning (OLA2024), pages 158-169, Dubrovnik, May 13-15, 2024.

  7. M. Gholami, M. Mouhoub and S. Sadaoui. Nature-Inspired Optimization Techniques for Feature Selection in Data Clustering. Optimization Days, Montreal, May 6-8, 2024.

  8. S. Alizadeh and M. Mouhoub . An improved Self-Adaptive Hybrid Approach based on History-Driven Methods. Optimization Days, Montreal, May 6-8, 2024.

  9. S. E. Jahan and M. Mouhoub. Nature-Inspired Techniques for Reverse Energy Auctions. Optimization Days, Montreal, May 6-8, 2024.

  10. A. Ben Said and M. Mouhoub. Implicit and Explicit Approaches for Efficient Healthcare Scheduling. The 27th International Conference On Multiple Criteria Decision Making (MCDM2024), Hammamet, June 2-7, 2024.

  11. A. Farid, M. Mouhoub, Tony Arkles, and Greg Hutch. Multi-UAV Weed Spraying.. The 4th International Conference on Robotics, Computer Vision and Intelligent Systems (ROBOVIS 2024), pages 210-224, Rome, February 25-27, 2024. 253

  12. A. Ben Said and M. Mouhoub. Data-driven Learning for the Nurse Scheduling Problem.. The 13th International Conference on Operations Research and Enterprise Systems (ICORES 2024), pages 210-224, Rome, February 24-26, 2024. Nominated for the Best Poster Award

  13. M. Sadeghilalimi, M. Mouhoub and A. Ben Said. Evolutionary Techniques for the Nurse Scheduling Problem.. The 13th International Conference on Operations Research and Enterprise Systems (ICORES 2024), pages 333-340, Rome, February 24-26, 2024. 253

  14. M. Sadeghilalimi, M. Mouhoub, H. Zaidi and A. Ben Said. Solving the Electricity Technician Dispatch Problem. The IEEE 2023 International Conference on Machine Learning and Applications, pages 23-30, Jacksonville, FL, USA, December 15-17, 2023. 253

  15. S. Alizadeh and M. Mouhoub. A New Self-Adaptive Hybrid Approach based on History-Driven Methods for Improving Metaheuristics. The IEEE 2023 International Con- ference on Machine Learning and Applications, pages 762-767, Jacksonville, FL, USA, December 15-17, 2023, to appear. 253

  16. M.Waqdan, H. Louafi and M. Mouhoub. An IoT Security Risk Assessment Framework for Healthcare Environment.. The International Symposium on Networks, Computers and Communications (ISNCC), ISBN 978-989-758-666-8, ISSN 2184-7711, DOI: 10.5220/0012060900003555, 8 pages, Doha, October 23-26, 2023. 253

  17. M. Gholami, M. Mouhoub and S. Sadaoui. Feature Selection Using Evolutionary Techniques. The 2023 IEEE Conference on Systems, Man, and Cybernetics (SMC 2023), pages 1162-1167, Honolulu, October 1-4, 2023. 253

  18. M. Bidar and M. Mouhoub. Nature-Inspired Techniques for Dynamic Constraint Satisfaction Problems. The IEEE 2023 Congress on Evolutionary Computation, Late Breaking paper, Chicago USA, July 1-5, 2023.

  19. M. Sadeghilalimi, M. Mouhoub, H. Zaidi and A. Ben Said. Electricity Technician Dispatch Routing Optimization. The IEEE 2023 Congress on Evolutionary Computation, Late Breaking paper, Chicago USA, July 1-5, 2023.

  20. M.Waqdan, H. Louafi and M. Mouhoub. A Comprehensive Risk Assessment Framework for IoT-Enabled Healthcare Environment. The 20th International Conference on Security and Cryptography (SECRYPT 2023), ISBN 978-989-758-666-8, ISSN 2184-7711, DOI: 10.5220/0012060900003555, pages 667-672, Rome, July 10-12, 2023.253

  21. A. Farid and M. Mouhoub. A Multi-Objective Approach for Unmanned Aerial Vehicle Mapping. The International Conference on Unmanned Aircraft Systems (ICUAS 2023), pages 257-264, Warsaw, June 6-9, 2023.253

  22. A. Mete, M. Mouhoub and A. Farid. A Coordinated Multi-Robot Exploration using Reinforcement Learning.. The International Conference on Unmanned Aircraft Systems (ICUAS 2023), pages 265-272, Warsaw, June 6-9, 2023.253

  23. A. Farid and M. Mouhoub. Swarm of Nanobots in Medical Applications, a Future Horizon. International Conference on Mechanical, Automotive and Mechatronics Engineering (ICMAME 2023), pages 27-32, Dubai, April 29-30, 2023.

  24. M. Gholami, M. Mouhoub and S. Sadaoui. Biogeography-Based Optimization (BBO) for Dimensionality Reduction. Optimization Days, Montreal, May 29-31, 2023.

  25. M. Gholami, M. Mouhoub and S. Sadaoui. Biogeography-based optimization for feature selection. The 36th International Florida Artificial Intelligence Research Society Conference (FLAIRS 2023), https://doi.org/10.32473/flairs.36.133230, Clearwater Beach, Florida, May 14 - 17, 2023.253

  26. M. Sadeghi, M. Mouhoub and A. Ben Said. Solving the Nurse Scheduling Problem Using the Whale Optimization Algorithm. The International Conference in Optimization Malek Mouhoub 25 and Learning (OLA2023), Communications in Computer and Information Science, vol 1824, pages 62-73, Springer, Cham, https://doi.org/10.1007/978-3-031-34020-8 5, Malaga, May 3-5, 2023. 253

  27. M. Bidar and M. Mouhoub . Nature-Inspired Algorithms for Solving Weighted Constraint Satisfaction Problems. The 15th International Conference on Agents and Artificial Intelligence (ICAART 2023), Lisbon, February 22 - 24, 2023, pages 63-72.253

  28. W. Korani and M. Mouhoub. Mother Tree Optimization for Conditional Constraints and Qualitative Preferences. The IEEE Symposium Series On Computational Intelligence (SSCI 2022), December 4- 7 2022, Singapore, pages 1610-1617 253

  29. A. Ben Said and M. Mouhoub . A Constraint Satisfaction Problem (CSP) Approach for the Nurse Scheduling Problem. The IEEE Symposium Series On Computational Intelligence (SSCI 2022), December 4- 7 2022, Singapore, pages 790-795 253

  30. M. Sadeghilalimi, M. Mouhoub, H. Zaidi and A. Ben Said. Solving The Electricity Technician Dispatch Problem. The IEEE Symposium Series On Computational Intelligence (SSCI 2022), December 4- 7 2022, Singapore, pages 1764-1765.

  31. A. Farid and M. Mouhoub. Evolutionary Mapping with Multiple Unmanned Aerial Vehicles. The 2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2022), October 9- 12 2022, Prague, pages 1435-1441. 253

  32. A. Sadreddin, M. Mouhoub, and S. Sadaoui. Portfolio Selection for SAT Instances . The 2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2022), October 9- 12 2022, Prague, pages 2959-2964. 253

  33. S. Parasteh, A. Khorram, M. Mouhoub, and S. Sadaoui. A Deep Averaged Reinforcement Learning Approach for the Traveling Salesman Problem. The 2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2022), October 9- 12 2022, Prague, pages 2511-2516. 253

  34. K. Dave and M. Mouhoub. An Interactive System for Capturing Users' Qualitative Preferences in Recommender Systems.. In Proceedings of the International Conference on Simulation and Modeling Methodologies, Technologies and Applications (SIMULTECH 2022), Lisbon, July 14-16, 2022, pages 288 - 295. 253

  35. R. Osei, H. Louafi, M. Mouhoub, and Z. Zhu . Efficient IoT Device Fingerprinting Approach using Machine Learning.. In Proceedings of the 19th International Conference on Security and Cryptography (SECRYPT 2022), Lisbon, July 11-13, 2022, pages 525-533. 253

  36. W. Korani and M. Mouhoub. Discrete Mother Tree Optimization and Swarm Intelligence for Constraint Satisfaction Problems. In Proceedings of the 14th International Conference on Agents and Artificial Intelligence - Volume 3: ICAART, 2022, ISBN 978-989-758- 547-0, pages 234-241. DOI:10.5220/0010803100003116 253

  37. A. Asghar Rahmani Hosseinabadi, M. Sadeghilalimi, M. Babazadeh Shareh, M. Mouhoub and S. Sadaoui. Whale Optimization-based Prediction for Medical Diagnostic. In Proceedings of the 14th International Conference on Agents and Artificial Intelligence - Volume 3: ICAART, 2022, ISBN 978-989-758-547-0, pages 211-217. DOI:10.5220/0010802200003116, 2022 253

  38. A. Yafoz, F. Syed, M. Mouhoub and L. Fan. Analysing the Sentiments in Online Reviews with Special Focus on Automobile Market. In Proceedings of the 14th International Conference on Agents and Artificial Intelligence - Volume 3: ICAART, 2022, ISBN 978-989-758-547-0, pages 261-267. DOI: 10.5220/0010812100003116, 2022 253

  39. H. Alkhiri and M. Mouhoub. Constrained CP-nets Similarity. In Proceedings of the 14th International Conference on Agents and Artificial Intelligence - Volume 3: ICAART, 2022, ISBN 978-989-758-547-0, pages 226-233. DOI: 10.5220/0010802900003116. 253

  40. A. Ben Said and M. Mouhoub . Implicit and Explicit Approaches for Solving the Nurse Scheduling Problem. Optimization Days, May 16-18, 2022, Montreal.

  41. A. Ben Said, E. A. Mohammed and M. Mouhoub . Implicit Learning Approach for Solving the Nurse Scheduling Problem. The 28th International Conference on Neural Information Processing (ICONIP 2021), December 8-12, 2021, Springer, pages 145-157. 253

  42. F. Ben Mesmia and M. Mouhoub. A Web-Based Communication Tool for Arabic-Speaking Newcomers to Canada. The Fourteenth International Conference on Advances in Computer-Human Interactions (ACHI 2021), July 18 - 22, 2021, Nice, France, pages 40-47.< 253

  43. A. Yafoz and M. Mouhoub. Sentiment Analysis in Arabic Social Media Using Deep Learning and Word Embedding Models. The 2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2021), October 17- 20, 2021, Melbourne (Virtual), pages 1847-1852.

  44. H. Al-Khiri and M. Mouhoub. Weighted Constrained CP-nets: an Extension of Constrained CP-nets with Weighted Constraints. The 2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2021), October 17- 20, 2021, Melbourne (Virtual), pages 1685-1690.

  45. B. Saemi, M. Sadeghilalimi, A. Asghar Rahmani Hosseinabadi, M. Mouhoub and S. Sadaoui. A New Optimization Approach for Task Scheduling Problem Using Water Cycle Algorithm in Mobile Cloud Computing. 2021 IEEE Congress on Evolutionary Computation (CEC 2021), June 28 - July 1, 2021, pages 530-539.

  46. W. Korani and M. Mouhoub. Quantum Control for Error Correction Using Mother Tee Optimization. The 13th International Conference on Agents and Artificial Intelligence (ICAART 2021), February 4-6, 2021, pages 554-561.

  47. Safa Alsafari, Samira Sadaoui and Malek Mouhoub. Deep Neural Network Ensembles for Hate Speech Detection. The 32th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2020), November 09-11, 2020, pages 526-531.253

  48. W. Korani and M. Mouhoub. Discrete Mother Tree Optimization for the Traveling Salesman Problem. The 27th International Conference on Neural Information Processing (ICONIP 2020), November 18-22, 2020, Springer, pages 25-37.253

  49. W. Korani and M. Mouhoub. Quantum Control for Error Correction Using Mother Tree Optimization. The 13th International Conference on Agents and Artificial Intelligence (ICAART 2021), February 4-6, 2021, to appear.

  50. A. Yafoz and M. Mouhoub. Analyzing Machine Learning Algorithms for Sentiments in Arabic Text. The 2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2020), October 11- 14, 2020, pages 2150-2156.253

  51. A. M. Farid, M. Mouhoub and J. Sharifi. Intelligent Controllers based on Genetic Algorithms for Reducing Energy and Water Waste. The World Congress On Computational Intelligence (WCCI 2020), Glasgow, July 19 - 24, 2020, pages 1-7.253

  52. N. Jha, D. Parekh, M. Mouhoub and Varun Makkar. Customer Segmentation and Churn Prediction In Online Retail. The 33rd Canadian Conference on Artificial Intelligence (Canadian AI 2020), Ottawa, May 12-15, pages 328-334.253

  53. M. Bidar, M. Mouhoub and S. Sadaoui. Discrete Focus Group Optimization Algorithm for Solving Constraint Satisfaction Problems. The Twelfth International Conference on Agents and Artificial Intelligence (ICAART 2020), Malta, February 22 - 24, 2020, pages 322-330.253

  54. A. Yafoz and M. Mouhoub. Towards Analysing the Sentiments in the Field of Automobile with Specific Focus on Arabic Language Text. The Twelfth International Conference on Agents and Artificial Intelligence (ICAART 2020), Malta, February 22 - 24, 2020, pages 403-412.253

  55. W. Korani and M. Mouhoub. Sentiment Analysis of Serious Suicide References in Twitter Social Network. The Twelfth International Conference on Agents and Artificial Intelligence (ICAART 2020), Malta, February 22 - 24, 2020, 339-346.253

  56. W. Korani and M. Mouhoub. Breast Cancer Diagnostic Tool Using Deep Feed Forward Neural Network and Mother Tree Optimization. The International Conference in Optimization and Learning (OLA2020), Cadiz, February 17 - 19, 2020, Springer, pages 229-240.253

  57. S. Ahmed and M. Mouhoub. A Divide and Conquer Algorithm for Dominance Testing in Acyclic CP-nets. The IEEE 31th International Conference on Tools with Artificial Intelligence (ICTAI 2019), Portland, Greece, pages 307 - 314, November 4 - 6, 2019.253

  58. W. Korani, M. Mouhoub, and R. J. Spiteri. Mother Tree Optimization. The 2019 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2019), Bari, pages 2206 - 2213, October 6 - 9, 2019.253

  59. M. Bidar and M. Mouhoub. Solving Weighted Constraint Satisfaction Problems Using a new Self-Adaptive Discrete Firefly Algorithm. The 2019 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2019), Bari, pages 2198 - 2205, October 6 - 9, 2019.253

  60. M. Bidar and M. Mouhoub. Discrete Particle Swarm Optimization Algorithm for Dynamic Constraint Satisfaction with Minimal Perturbation. The 2019 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2019), Bari, pages 4354 - 4361, October 6 - 9, 2019.253

  61. A. M. Farid, J. Sharifi, M. Mouhoub, S. M. Barakati, and S. Egerton. Multiple Objective Optimizers for SavingWater and Energy in Smart House. The 2019 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2019), Bari, pages 3466 - 3471, October 6 - 9, 2019.253

  62. S. Ahmed and M. Mouhoub. Constrained LP-Trees. The 2019 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2019), Bari, pages 2938 - 2944, October 6 - 9, 2019.253

  63. M. Bidar and M. Mouhoub. Constraint Solving and Optimization Using Evolutionary Techniques.The Twenty-Eighth International Joint Conference on Artificial Intelligence (IJCAI 2019), Macao, China, pages 6424-6425, August 10-16, 2019.253

  64. S. Ahmed and M. Mouhoub. Lexicographic Preference Trees with Hard Constraints. The 32nd Canadian Conference on Artificial Intelligence (Canadian AI 2019), Kingston, pages 366-372, May 28-31, 2019.253

  65. M. Bidar and M. Mouhoub. Self-Adaptive Discrete Firefly Algorithm for Minimal Perturbation in Dynamic Constraint Satisfaction Problems. The 2019 IEEE Congress on Evolutionary Computation (IEEE CEC 2019), Wellington, pages 2620 - 2627, June 10-13, 2019.253

  66. S. Ahmed and M. Mouhoub. Pareto Optimality for Conditional Preference Networks with Comfort. The 32nd International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA/AIE 2019), Graz, pages 841 - 853, July 9-11, 2019.253

  67. M. Bidar, M. Mouhoub and S. Sadaoui. Chaos-Based Discrete Firefly Algorithm for Constraint Satisfaction Problems. ICAART 2019, Prague, February 19-21, 2019, Pages 396-402.253

  68. F. Anowar, S. Sadaoui and M. Mouhoub . Auction Fraud Classification Based on Clustering and Sampling Techniques . IEEE 17th International Conference on Machine Learning and Applications (ICMLA 2018), Orlando, December 2018, pages 366-371.253

  69. S. Ahmed and M. Mouhoub . Constrained Optimization with Preferentially Ordered Outcomes . . The IEEE 30th International Conference on Tools with Artificial Intelligence (ICTAI 2018). Volos, Greece, pages 307 - 314, November 7 - 10, 2018.253

  70. M. Mouhoub, H. Al Marri and E. Alanazi . Learning Qualitative Constraint Networks.. The 25th International Symposium on Temporal Representation and Reasoning (TIME 2018),Warsaw, Poland, pages 1 - 19, October 15 -17, 2018. 253

  71. S. Ahmed and M. Mouhoub . Extending Conditional Preference Network with User’s Genuine Decisions.. The 2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2018). Miyazaki, Japan, pages 4216 - 4223, October 7 - 10, 2018. 253

  72. S. Ahmed and M. Mouhoub . Constrained Optimization with Partial CP-nets.. The 2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2018). Miyazaki, Japan, pages 3361 - 3366, October 7 - 10, 2018.253

  73. M. Bidar, M. Mouhoub and S. Sadaoui . Discrete Firefly Algorithm for Solving Constraint Satisfaction Problems. The 2018 IEEE Congress on Evolutionary Computation (IEEE CEC 2018), Rio de Janeiro, pages 1207 - 1214, July 08-13, 2018.253

  74. M. Bidar, H. Rashidy Kanan, M. Mouhoub and S. Sadaoui . Mushroom Reproduction Optimization (MRO): A Novel Nature-Inspired Evolutionary Algorithm.. The 2018 IEEE Congress on Evolutionary Computation (IEEE CEC 2018), Rio de Janeiro, pages 1762 - 1771, July 08-13, 2018. 253

  75. M. Bidar, M. Mouhoub, S. Sadaoui and Mo. Bidar . Solving Constraint Satisfaction Problems using Firefly Algorithms. Canadian Conference on Artificial Intelligence (AI 2018), Toronto, pages 246 - 252, May 16-19, 2018. 253

  76. S. Ahmed and M. Mouhoub . Transformation between CP-net and CPC-net. The 31st International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA/AIE 2018), Montreal, pages 292 - 300, June 25-28, 2018.253

  77. M. Al Hilal and M. Mouhoub . A Probabilistic Model for Automobile Diagnosis System: Combining Bayesian Estimator and Expert Knowledge. The 31st International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA/AIE 2018), Montreal, pages 257 - 264, June 25-28, 2018.253

  78. B. Mohammed, M. Mouhoub, E. Alanazi, S. Sadaoui . Managing Weighted Preferences with Constraints in Interactive Applications.. The 15th International Conference on Informatics in Control, Automation and Robotics (ICINCO 2018), Porto, pages 265 - 270, July 29 - 31, 2018.253

  79. A. Hmer and M. Mouhoub. Incremental Dynamic Search Solver. The 16th IEEE International Conference on Machine Learning and Applications (ICMLA 2017), Cancun, Mexico, pages 426 - 431, December 18-20, 2017.

  80. Sleh El Fidha, Malek Mouhoub, Nahla Ben Amor and Eisa Alanazi. Representing and Reasoning with Constrained PCP-Nets. 2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2017), pages 1007-1012, Banff, October 5-8, 2017.

  81. Mahdi Bidar, Samira Sadaoui, Malek Mouhoub and Mohsen Bidar . Improving Firefly Algorithm Performance Using Fuzzy Logic. 2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2017), pages 2111-2116, Banff, October 5-8, 2017.

  82. Eisa Alanazi, Malek Mouhoub and Mahmoud Halfawy. A New System for the Dynamic Shortest Route Problem. The 30th International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA/AIE 2017), Arras, pages 702-711, June 27-30, 2017.

  83. Sultan Ahmed and Malek Mouhoub. Probabilistic TCP-net. Canadian Conference on Artificial Intelligence (AI 2017), pages 293-304, Edmonton, May 16-19, 2017.

  84. Mahdi Bidar, Edris Fattahi, Malek Mouhoub and Hamidreza Rashidy Kanan. Modified Krill Herd Optimization Algorithm using Focus Group Idea. ICAART 2017, pages 465-472, Porto, February 24-26, 2017.

  85. Malek Mouhoub, Ahmed Mobaraki. Graphics Processing Units for Constraint Satisfaction. ICAART 2017, pages 653-657, Porto, February 24-26, 2017.

  86. E. Alanazi, M. Mouhoub and S. Zilles. The Complexity of Learning Acyclic CP-nets. The 25th International Joint Conference on Artificial Intelligence (IJCAI 2016), pages 1361-1367, New York, July 9-15, 2016.

  87. M. Mouhoub, S. Sadaoui and S. Zhang. Constrained TCP-nets. The 25th International Joint Conference on Artificial Intelligence (IJCAI 2016), MPREF, New York, July 9-15, 2016.

  88. M. Mouhoub, and Farnaz Ghavamifar . Managing Constraints and Preferences for Winner Determination in Multi-Attribute Reverse Auctions. The 15th IEEE International Conference on Machine Learning and Applications (ICMLA 2016), pages 1004-1009, Anaheim, California, December 18-20, 2016.

  89. M. Al-Ageili and M. Mouhoub. Ontology-Based Information Extraction for Residential Land Use Suitability: A Case Study of the City Of Regina, Canada. The 22nd International Conference on Neural Information Processing (ICONIP 2015), Istanbul, pages 356-366, November 09-12, 2015.

  90. S.K. Shil, M. Mouhoub and S. Sadaoui. Winner Determination in Multi-Attribute Combinatorial Reverse Auctions. The 22nd International Conference on Neural Information Processing (ICONIP 2015), Istanbul, pages 645-652, November 09-12, 2015.

  91. M. Al-Ageili and M. Mouhoub. Ontology-Based Information Extraction for Residential Land Use Suitability: A Case Study of the City Of Regina, Canada. AAAI. Workshop on Spatio- Temporal Dynamics (STeDy 2015), the 24th International Joint Conference on Artificial Intelligence (IJCAI 2015), Buenos Aires, July 25-31, 2015.

  92. S. Zhang, M. Mouhoub and S. Sadaoui. Integrating TCP-Nets and CSPs: The Constrained TCPNet (CTCP-Net) Model. The Twenty Eighth International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA/AIE 2015), Seoul, pages 201-211, June 10-12 1015.

  93. B. Mohammed, M. Mouhoub and E. Alanazi. Combining Constrained CP-nets and Quantitative Preferences for Online Shopping. The Twenty Eighth International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA/AIE 2015), Seoul, pages 702-711, June 10-12 1015.

  94. S. K. Shil, M. Mouhoub and S. Sadaoui. Evolutionary Techniques for Multiple Instances of Items in Combinatorial Reverse Auctions. The Twenty-Seventh International Florida Artificial Intelligence Research Society Conference (FLAIRS 2015), pages 79-84, May 18 - 20, 2015, Pensacola, Florida.

  95. A. Hmer and M. Mouhoub. A Multi-Phase Hybrid Metaheuristics Approach for the Exam Timetabling. The 10th International Conference on the Practice and Thoery of Automated Timetabling. York, UK. Aug. 26-29 2014.

  96. R. M. Karim and M. Mouhoub. Coevolutionary Genetic Algorithm for Variable Ordering in CSPs. The 2014 IEEE Congress on Evolutionary Computation (CEC 2014), Beijing, China. 2014

  97. E. Alanazi and M. Mouhoub. Configuring the Webpage Content through Conditional Constraints and Preferences. The 27th International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA/AIE 2014), Kaohsiung, Taiwan, pages 436-445, June 3-6, 2014.

  98. E. Alanazi and M. Mouhoub. Variable Ordering and Constraint Propagation for Constrained CP-Nets. The 27th International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA/AIE 2014), Kaohsiung, Taiwan, pages 22-31, June 3-6, 2014.

  99. S. K. Shil and M. Mouhoub. Considering Multiple Instances of Items in Combinatorial Reverse Auctions. The 27th International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA/AIE 2014), Kaohsiung, Taiwan, pages 487-496, June 3-6, 2014.

  100. B. Mohammed and M. Mouhoub. Evaluation of an Online Shopping System under Preferences and Constraints. The 27th Annual IEEE Canadian Conference on Electrical and Computer Engineering (CCECE 2014), Toronto, May 02-07, 2014.

  101. S. K. Shil, M. Mouhoub and S. Sadaoui. Evolutionary Techniques for Multiple Instances of Items in Combinatorial Reverse Auctions. The Twenty-Seventh International Florida Artificial Intelligence Research Society Conference (FLAIRS 2014), May 21 - 23, 2014, Pensacola, Florida.

  102. S. Zhang, M. Mouhoub and S. Sadaoui. A new method for finding the K nearest neighbors in classification, clustering and outlier detection. The Twenty-Seventh International Florida Artificial Intelligence Research Society Conference (FLAIRS 2014), May 21 - 23, 2014, Pensacola, Florida.

  103. M. Mouhoub and E. Alanazi. Constraint Propagation for Constrained CP-Nets. Optimization Days 2014, May 2014, Montreal.

  104. M. Mouhoub and R. Abbasian. A Variable Ordering Heuristic within a Parallel GA Approach for Constraint Satisfaction Problems. Optimization Days 2014, May 2014, Montreal.

  105. E. Alanazi and M. Mouhoub. Managing Qualitative Preferences and Constraints in a Dynamic Environment. Proceedings of the 23rd International Joint Conference on Artificial Intelligence (IJCAI 2013), Beijing, China, August 3-9, 2013.

  106. S. K. Shil, M. Mouhoub and S. Sadaoui. An Approach to Solve Winner Determination in Combinatorial Reverse Auctions Using Genetic Algorithms. 15th Annual Genetic and Evolutionary Computation Conference (GECCO 2013), ACM , pages 75-76, July 06-10 1013, Amsterdam.(ps.gz file)

  107. R. Abbasian and M. Mouhoub. A New Crossover for Solving Constraint Satisfaction Problems. The 13th European Conference on Evolutionary Computation in Combinatorial Optimisation (EvoCOP 2013), pages 37-48, , Vienna, April 3-5 2013.357(ps.gz file)

  108. R. Abbasian and M. Mouhoub. A new GA-based method for Temporal Constraint Problems. The Twenty Sixth International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA/AIE'2013), pages 252-261, Amsterdam, June 17-21, 1013.363(ps.gz file)

  109. S. K. Shil, M. Mouhoub and S. Sadaoui. Winner Determination in Combinatorial Reverse Auctions. The Twenty Sixth International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA/AIE'2013), Amsterdam, June 17-21 1013.

  110. R. M. Karim and M. Mouhoub. Revisiting the Performance ofWeighted k-Nearest Centroid Neighbor Classifiers. International Conference on Software Engineering & Knowledge Engineering, SEKE 2013, Boston, June 27-29, 2013.

  111. M. Al-Ageili, M. Mouhoub and J. Piwowar. Integrating Remote Sensing, GIS and Dynamic Models: Cellular Automata Approach For The Simulation Of Urban Growth For The City Of Montreal. The 26th Annual IEEE Canadian Conference on Electrical and Computer Engineering (CCECE 2013), pages 1-6, Regina, May 06-08, 2013.373(ps.gz file)

  112. E. Alanazi and M. Mouhoub. A Framework to Manage Conditional Constraints and Qualitative Preferences. Proceedings of the Twenty-Sixth International Florida Artificial Intelligence Research Society Conference (FLAIRS 2013), AAAI Press, May 22 - 24, 2013, St. Pete Beach, Florida.379(ps.gz file)

  113. S. K. Shil, M. Mouhoub and S. Sadaoui. An Approach to Solve Winner Determination Problem in Combinatorial Reverse Auctions Using Genetic Algorithms. The Twenty-Sixth International Florida Artificial Intelligence Research Society Conference (FLAIRS 2013), May 22 - 24, 2013, St. Pete Beach, Florida.

  114. E. Alanazi, B. Mohammed, M. Mouhoub and S. Sadaoui. Preference Elicitation and Learning for Online Shopping. The Twenty-Sixth International Florida Artificial Intelligence Research Society Conference (FLAIRS 2013), AAAI Press, May 22 - 24, 2013, St. Pete Beach, Florida.

  115. L. Belouaer, M. Bouzid and M. Mouhoub. Dynamic Path Consistency for Spatial Reasoning. 24th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2012), pages 1004-1009, Athens, Greece, November 7-9, 2012. 536


  116. Eisa Alanazi and Malek Mouhoub. Managing Qualitative Preferences with Constraints. 19th International Conference on Neural Information Processing (ICONIP 2012), pages 653-662, Doha, Qatar, November 2012.

  117. M. Mouhoub, E. Alanazi and B. Mohammed. A Preference-aware Interactive System for Online Shopping. 2012 International Conference on e-Commerce, e-Administration, e-Society, e-Education, and e-Technology (e-CASE & e-Tech 2012), Hong Kong, March 30 $ -$April 1, 2012.Distinguished Paper Award.
  118. M. Mouhoub, B. Mohammed and E. Alanazi. Approximating User Preferences In Online Store Systems. The 25th Annual IEEE Canadian Conference on Electrical and Computer Engineering (CCECE 2012), pages 1-4, Montreal, April 29 $ -$May 02, 2012.
  119. E. Alanazi and M. Mouhoub. Arc Consistency for CP-nets under Constraints. Proceedings of the Twenty-Fifth International Florida Artificial Intelligence Research Society Conference (FLAIRS 2012), pages 116-119, AAAI Press, May 23-25, 2012. Marco Island, Florida.

  120. E. Alanazi, B. Mohammed, M. Mouhoub and S. Sadaoui. Online Shopping under Qualitative and Quantitative Preferences. The Twenty-Fifth International Florida Artificial Intelligence Research Society Conference (FLAIRS 2012), May 23-25, 2012, Marco Island, Florida.

  121. B. Ghalib and M. Mouhoub. CP-Net and C-Seminring for Online Shopping Applications under Preferences. Optimization Days 2012, May 2012, Montreal.

  122. R. Abbasian and M. Mouhoub. An efficient hierarchical parallel genetic algorithm for graph coloring problem, 13th Annual Genetic and Evolutionary Computation Conference (GECCO 2011), ACM, pages 521-528, Dublin, Ireland, July 12-16, 2011. Also presented at the International Joint Conferences on Artificial Intelligence (IJCAI 2011), RCRA, July 2011.
    Nominated for best paper award.399

  123. M. Mouhoub and B. Jafari Jashmi. Heuristic techniques for variable and value ordering in CSPs, 13th Annual Genetic and Evolutionary Computation Conference (GECCO 2011), ACM, pages 457-464, Dublin, Ireland, July 12-16, 2011.402

  124. R. Abbasian, M. Mouhoub and A. Jula. Solving Graph Coloring Problems Using Cultural Algorithms. Proceedings of the Twenty-Fourth International Florida Artificial Intelligence Research Society Conference (FLAIRS 2011), May 18-20, 2011, Palm Beach, Florida, AAAI Press.
    Nominated for best paper award.
    (pdffile)

  125. F. Ghavamifar, S. Sadaoui and M. Mouhoub. Preference Elicitation and Winner Determination in Multi-Attribute Auctions. Proceedings of the Twenty-Fourth International Florida Artificial Intelligence Research Society Conference (FLAIRS 2011), May 18-20, 2011, Palm Beach, Florida, AAAI Press.409(pdffile)

  126. T. Sample and M. Mouhoub. Augmenting Spreadsheets with Constraint Satisfaction. The 24th Annual IEEE Canadian Conference on Electrical and Computer Engineering (IEEE CCECE 2011), pages 1028-1031, May 8-11, 2011, Niagara Falls.

  127. B. Ghalib and M. Mouhoub. Managing Constraints and Preferences In Interactive Applications. Optimization Days 2011, May 2-4 2011, Montreal.

  128. E. Ayed and M. Mouhoub. Managing Constraints with Preferences and Uncertainty. Optimization Days 2011, May 2-4 2011, Montreal.

  129. A. Hmer and M. Mouhoub. Parallel Metaheuristics for the Exam Timetabling. Optimization Days 2011, May 2-4 2011, Montreal.

  130. A. Hmer and M. Mouhoub. Teaching Assignment Problem Solver . The Twenty Third International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA/AIE'2010), pages 298-307, June 18-20, 2010, Cordoba, Spain.(pdffile)

  131. F. Ghavamifar, S. Sadaoui and M. Mouhoub . Winner Determination Based on Preference Elicitation Methods. Canadian Conference on Artificial Intelligence (AI'2010), pages 332-335, Ottawa, 2010.(pdffile)

  132. B. Jafari Jashmi and M. Mouhoub. CSP Variable and Value Ordering Techniques based on SLS and ACO.. 7th Workshop on Local Search techniques in Constraint Satisfaction, International Conference on Constraint Programming (CP 2010), St Andrews, Scotland, September 6-10, 2010.

  133. B. Jafari Jashmi and M. Mouhoub. A Study of Heuristic based Evolutionary Algorithms for Temporal Constraint Problems. Workshop on Spatial and Temporal Reasoning, the 21th International Joint Conference on Artificial Intelligence(IJCAI-09), 8 pages (AAAI style), Pasadena, July 2009.

  134. L. Belouaer, M. Bouzid and M. Mouhoub. Extending Temporal Causal Graphs for Diagnosis Problems. Workshop on Spatial and Temporal Reasoning, the 21th International Joint Conference on Artificial Intelligence(IJCAI-09), 8 pages (AAAI style), Pasadena, July 2009.

  135. L. Belouaer, M. Bouzid and M. Mouhoub. Extending Temporal Causal Graphs for Diagnosis Problems. FLAIRS 2009, Association for the Advancement of Artificial Intelligence (AAAI), Sanibel Island, Florida, May 2009.

  136. B. Jafari Jashmi and M. Mouhoub.Solving Temporal Constraint Satisfaction Problems with Heuristic based Genetic Algorithms. The 20th IEEE International Conference on Tools with Artificial Intelligence (ICTAI'08), pages 525-529, Daytona Ohio, November 2008.(pdffile)

  137. M. Mouhoub and J. Liu.Managing Uncertain Temporal Relations using a Probabilistic Interval Algebra. The IEEE International Conference on Systems, Man and Cybernetics (SMC'08), pages 3399-3404. Singapore, October 12-15 2008.(pdffile)

  138. M. Mouhoub and Z. Wang.Improving the Ant Colony Optimization Algorithm for the Quadratic Assignment Problem. The 2008 IEEE Congress on Evolutionary Computation (IEEE CEC 2008), pages 250-257, June 1-6 2008, Hong Kong.(pdffile)

  139. M. Mouhoub and C. Feng. Efficient Handling of Relational Database Combinatorial Queries using CSPs. The Twenty First International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA/AIE'08), pages 369-378, June 18-20, 2008 Wroclaw, Poland.(pdffile)

  140. S. Sadaoui, M. Mouhoub and X.F. Li. An OCL-based CSP Specification and Solving Tool. The Twenty First International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA/AIE'08). June 18-20, 2008 Wroclaw, Poland. (pdf file)

  141. M. Mouhoub and A. Sukpan. Conditional and Composite Constraints with Preferences. FLAIRS 2008, Association for the Advancement of Artificial Intelligence (AAAI), pages 77-82, Coconut Groove, May 2008.

  142. S. Sadaoui, M. Mouhoub and X.F. Li. Extending OCL to Handle Constraints of CSP. Canadian Operational Research Society (CORS) & Optimization Days 2008. Quebec City, May 12-14, 2008.

  143. M. Mouhoub and A. Sukpan. Conditional and Composite Temporal CSPs. COPLAS, International Conference on Constraint Programming (CP 2008), pages 41-50, Sydney, September 14-18 2008.

  144. M. Mouhoub and A. Sukpan. Managing Conditional and Composite CSPs. Canadian Conference on Artificial Intelligence (AI'2007), pages 216-227, Montreal, 2007.(pdf file)
  145. M. Mouhoub and A. Sukpan. Solving Conditional and Composite Constraint Satisfaction Problems. The 22nd Annual ACM Symposium on Applied Computing, pages 336-337, Seoul, Korea, March 11-15, 2007.(pdffile)

  146. S. Sadaoui, M. Mouhoub and X.F. Li. UML-based Temporal Constraint Solver. The 20th International Joint Conference on Artificial Intelligence(IJCAI-07). Workshop on Spatial and Temporal Reasoning, Hyderabad, India, Jan 6-12 2007.

  147. M. Mouhoub and Z. Wang.Ant Colony with Stochastic Local Search for the Quadratic Assignment Problem. The 18th IEEE International Conference on Tools with Artificial Intelligence (ICTAI'06). pages 143-149, Washington, November 13-15, 2006.473

  148. M. Mouhoub and A. Sukpan. Conditional and Composite Temporal Constraints with Preferences. The 13th International Symposium on Temporal Representation and Reasoning (TIME 2006), pages 95-102, Budapest, Hungary, June 15-17, 2006.(pdf file)

  149. M. Mouhoub. Conditional and Composite Temporal Constraints. Canadian Operational Research Society (CORS) & Optimization Days 2006. Montreal, May 8-10 2006.

  150. M. Mouhoub and A. Sukpan.A New Temporal CSP Framework Handling Composite Variables and Activity Constraints. The 17th IEEE International Conference on Tools with Artificial Intelligence (ICTAI'05), pages 143-149, Hong Kong, November 14-16, 2005.483

  151. M. Mouhoub and S. Sadaoui.Improving Lotos Simulation Using Constraint Propagation. The 17th IEEE International Conference on Tools with Artificial Intelligence (ICTAI'05), pages 137-142, Hong Kong, November 14-16, 2005.(pdf file)

  152. M. Mouhoub and S. Sadaoui. Lotos Simulator for Constraint Satisfaction Problems. International Conference on Modelling and Simulation(MS 2005), pages 393-397, Cancun, Mexico, May 2005.

  153. M. Mouhoub and A. Sukpan.Constraint Propagation versus Local Search for Conditional and Composite Temporal Constraints. Eleventh International Conference on Principles and Practice of Constraint Programming(CP 2005), Workshop on Constraint Propagation and Implementation, pages 63-78, Sitges, Barcelona, Spain, October 1 - 5, 2005.

  154. M. Mouhoub and A. Sukpan. A Study of Constraint Propagation versus SLS for Conditional and Composite Temporal Constraints. Nineteenth International Joint Conference on Artificial Intelligence(IJCAI-05). Workshop on Spatial and Temporal Reasoning, pages 39-44, Edinburgh, July 30 - Aug 05 2005.

  155. M. Mouhoub and Amrudee Sukpan.Solving Conditional and Composite Temporal Constraints. The 16th IEEE International Conference on Tools with Artificial Intelligence (ICTAI'04), pages 734-741, Boca Raton, Florida, November 15-17, 2004.(pdf file)

  156. M. Mouhoub. Solving Dynamic CSPs. The Seventeenth Canadian Conference on Artificial Intelligence(AI'2004), London - Ontario. Lectures Notes in Computer Science(LNCS) 3060, Advances in Artificial Intelligence, pages 504-509, 2004.(pdf file)

  157. M. Mouhoub and S. Sadaoui. Systematic versus non Systematic Methods for Solving Incremental Satisfiability. The 17th International Conference on Industrial & Engineering Applications of Artificial Intelligence and Expert Systems(IEA/AIE'04), Ottawa. Lectures Notes in Computer Science(LNCS) 3029, Innovations in Applied Artificial Intelligence, pages 543-551, 2004.(pdf file)

  158. M. Mouhoub and C. Wang. Stochastic Local Search for Incremental SAT and Incremental MAX-SAT. The 8th International Conference on Knowledge-Based Intelligent Information & Engineering Systems, Wellington, New Zealand. Lectures Notes in Computer Science(LNCS) 3215, pages 703-710, 2004.(pdf file)

  159. M. Mouhoub, S. Sadaoui and A. Supkan. Formal Description Techniques for CSPs and TCSPs. International Conference on Software Engineering & Knowledge Engineering, SEKE04, Banff, pages 406-410, 2004.513

  160. M. Mouhoub. Solving Incremental MAX-SAT. 13th International Conference on Intelligent & Adaptive Systems and Software Engineering (IASSE-2004), pages 46-51, Nice, 2004.

  161. M. Mouhoub, S. Sadaoui and M. Istihad. Java with CREAM for Temporal Constraints. 13th International Conference on Intelligent & Adaptive Systems and Software Engineering (IASSE-2004), pages 281-283, Nice, 2004.

  162. M. Mouhoub, S. Sadaoui and X. Feng. A New Branch and Bound Method for Incremental Satisfiability Problem. International Conference on Computational Intelligence(ICCI 2004), pages 424-427, Turkey, 2004.

  163. M. Mouhoub. Extending Allen Algebra to Manage Numeric and Metric Temporal Information. 16th European Conference on Artificial Intelligence(ECAI 2004). Workshop on Constraint Satisfaction Techniques for Planning and Scheduling Problems, pages 65-74, Valencia, 2004. The revised and extended version of this paper is published in paper BC4 above.

  164. M. Mouhoub and A. Sukpan. Managing Conditional and Composite Temporal Constraints. 16th European Conference on Artificial Intelligence(ECAI 2004). Workshop on Spatial and Temporal Reasoning, Valencia, 2004.

  165. M. Mouhoub. Arc Consistency for Dynamic CSPs. Seventh International Conference on Knowledge-Based Intelligent Information & Engineering Systems(KES'2003), Oxford, Lectures Notes in Computer Science(LNCS) 2773, pages 393-400, 2003.528

  166. M. Mouhoub. Maintaining Global Consistency of Temporal Constraints in a Dynamic Environment. The 16th International Conference on Industrial & Engineering Applications of Artificial Intelligence and Expert Systems(IEA/AIE'03), Laughborough, Lectures Notes in Computer Science(LNCS) 2718, pages 779-788, 2003.(pdf file)

  167. M. Mouhoub. Dynamic Path Consistency for Interval-based Temporal Reasoning. 21st International Conference on Artificial Intelligence and Applications(AIA '2003). Innsbruck Austria, Feb 10-13 2003.536

  168. M. Mouhoub. Using Neural Nets for Max-TCSPs. 7th International Conference on Artificial Intelligence and Soft Computing (ASC), pages 357-362, Banff, Canada, July 14-16 2003.(pdf file)

  169. M. Mouhoub, S. Sadaoui and A. Supkan. Chronological Backtrack versus Formal Methods for solving CSPs. CSREA International Conference on Artificial Intelligence, pages 270-275, Las Vegas, 2003.(pdf file)

  170. M. Mouhoub. Constraint Propagation versus Local Search for Incremental Temporal Constraint Problems . IEEE International Conference on Computer Systems and Applications(AICCSA'03), Tunis, 2003. (pdf file)

  171. M. Mouhoub. Using Genetic Algorithms to Manage Metric and Symbolic Temporal Information. The Third International Conference on Artificial Intelligence and Applications (AIA 2003), pages 112-117, Benalmadena, Spain, 2003.

  172. M. Mouhoub. Handling Temporal Constrants in a Dynamic Environment. The Eighteenth International Joint Conference on Artificial Intelligence(IJCAI'03), Workshop on Spatial and Temporal Reasoning, pages 11-15, Acapulco, Mexico, 2003. The revised version of this paper is published in paper J4 above.(pdf file)

  173. G. Klein and M. Mouhoub. Solving Temporal Constraints using Neural Networks. International Conference on Artificial Intelligence, Las Vegas, pages 978-985, June 2002.

  174. M. Mouhoub and J. Yip. An Investigation into Maintaining Arc Consistency in a Dynamic Environment. International Conference on Artificial Intelligence, Las Vegas, pages 973-977, June 2002.

  175. M. Mouhoub and J. Yip.Dynamic Temporal constraint satisfaction techniques for solving scheduling and planning. MCSEAI'02, Annaba, May 2002.

  176. M. Mouhoub and J. Yip. Dynamic CSPs for Interval-based Temporal Reasoning . The 15th International Conference on Industrial & Engineering Applications of Artificial Intelligence and Expert Systems(IEA/AIE'02). Published in Lectures Notes in Computer Science(LNCS) 2358, pages 575-585, 2002.565

  177. M. Mouhoub. Solving Temporal Constraints in Real Time and in a Dynamic Environment. AAAI-02 Workshop on Spatial and Temporal Reasoning, pages 35-42, Edmonton, August 2002.

  178. M. Mouhoub and J. Yip. Dynamic Arc-Consistency for Interval-based Temporal Reasoning. Sixth International Conference on AI Planning & Scheduling. Workshop on On-line Planning and Scheduling, pages 75-80, Toulouse, April 2002.

  179. M. Mouhoub. A Study of Numeric and Symbolic Time Information. Seventeenth International Joint Conference on Artificial Intelligence(IJCAI'01), Workshop on Learning from Temporal and Spatial Data, pages 8-15, 2001.

  180. M. Mouhoub. Analysis of Approximation Algorithms for Maximal Temporal Constraint Satisfaction Problems. The 2001 International Conference on Artificial Intelligence, pages 165-171, Las Vegas, 2001.575

  181. M. Mouhoub. Solving Temporal Constraint Satisfaction Problems. 5th International Symposium on Systems and Information, pages 321-326, Algiers, 2001.

  182. M. Mouhoub. Managing Symbolic and Numeric Information for Scheduling and Planning. International Naiso Symposium on Information Science Innovations in Engineering of Natural and Artificial Intelligent Systems (ENAIS'2001), Dubai, U.A.E, 2001.(ps.gz file)

  183. M. Mouhoub. Reasoning about Numeric and Symbolic Time Information. The Twelfth IEEE International Conference on Tools with Artificial Intelligence(ICTAI'2000), pages 164-171, Vancouver, Canada, 2000.585

  184. M. Mouhoub. Contribution au Raisonnement Temporel : Étude des Techniques de Satisfaction de Contraintes Numériques et Symboliques. 3rd International Symposium on Systems and Information, pages 151-171, Algiers, 1997.(ps.gz file)

  185. M. Mouhoub, F. Charpillet and J.P. Haton. Étude des techniques derésolution de problèmes de satisfaction de contraintes temporellesINTERFACES'97, 6th International Conference, pages 128-13, Montpellier, France1, 1997.

  186. M. Mouhoub, F. Charpillet and J.P. Haton. Résolution de problèmes de contraintes temporelles. Troisièmes journées nationales sur la Résolution pratique des problèmes NP-Complets, pages 87-94, Rennes, France, 1997.

  187. M. Mouhoub, F. Charpillet and J.P. Haton. Comparison of Constraint Propagation Techniques for Interval-based Temporal Reasoning. AAAI-96 Workshop on Spatial and Temporal Reasoning, pages 127-134, Portland, 1996.

  188. M. Mouhoub, F. Charpillet and J.P. Haton. Constraint Propagation techniques for Scheduling Problems. ECAI-96 Workshop on Intelligent Scheduling of Production Processes, Budapest, Hungary, 1996.

  189. M. Mouhoub, F. Charpillet and J.P. Haton. Comparison and Improvement of Constraint Propagation Techniques for Interval-based Temporal Reasoning. 15th Workshop of the UK Planning and Scheduling, pages 264-277, Liverpool, 1996.

Malek Mouhoub 2023-08-17