A deep reinforcement learning based proximal policy optimization approach for the non-emergency patients transportation problem.

Slim Hammadi https://orcid.org/0000-0002-5187-4870

Sofiene Abidi Hamid Allaoui Issam Nouaouri Slim Hammadi A deep reinforcement learning based proximal policy optimization approach for the non-emergency patients transportation problem. 111670 2026 211 Comput. Ind. Eng. https://doi.org/10.1016/j.cie.2025.111670 db/journals/candie/candie211.html#AbidiANH26 streams/journals/candie

Yassine Ouzar Faiza Ajmi Sarah Ben Othman Chloé Rousselière Bertrand Decaudin Pascal Odou Slim Hammadi Interpretable one-class classification framework for prescription error detection using BERT embeddings and dimensionality reduction. 110775 2025 196 Comput. Biol. Medicine https://doi.org/10.1016/j.compbiomed.2025.110775 db/journals/cbm/cbm196.html#OuzarAORDOH25 streams/journals/cbm

Idriss Jairi Amelle Rekbi Sarah Ben Othman Slim Hammadi Ludivine Canivet Hayfa Zgaya-Biau Enhancing particulate matter risk assessment with novel machine learning-driven toxicity threshold prediction. 109531 2025 139 Eng. Appl. Artif. Intell. https://doi.org/10.1016/j.engappai.2024.109531 db/journals/eaai/eaai139.html#JairiROHCZ25 streams/journals/eaai

Giulia Tresca Hadrien Salem Graziana Cavone Hayfa Zgaya-Biau Sarah Ben Othman Slim Hammadi Mariagrazia Dotoli A Matheuristic Approach for Delivery Planning and Dynamic Vehicle Routing in Logistics 4.0. 3345-3365 2025 22 IEEE Trans Autom. Sci. Eng. https://doi.org/10.1109/TASE.2024.3393507 db/journals/tase/tase22.html#TrescaSCZOHD25 streams/journals/tase

Faiza Ajmi Sarah Ben Othman Jean-Marie Renard Hayfa Zgaya Slim Hammadi Optimizing Hospital On-Call Scheduling Across Multiple Sites: A Collaborative Metaheuristic Approach. 886-890 2025 MedInfo https://doi.org/10.3233/SHTI250967 conf/medinfo/2025 db/conf/medinfo/medinfo2025.html#AjmiORZH25

Faiza Ajmi Faten Ajmi Sarah Ben Othman Hayfa Zgaya-Biau Mariagrazia Dotoli Jean-Marie Renard Slim Hammadi Real time patient scheduling orchestration for improving key performance indicators in a hospital emergency department. 102422 2024 82 J. Comput. Sci. https://doi.org/10.1016/j.jocs.2024.102422 db/journals/jocs/jocs82.html#AjmiAOZDRH24 streams/journals/jocs

Corwin Fèvre Philippe Mathieu Hayfa Zgaya-Biau Slim Hammadi Covoiturage dynamique multi-saut avec modélisation des préférences utilisateur. 37-61 2024 5 Rev. Ouverte Intell. Artif. 4 https://doi.org/10.5802/roia.86 db/journals/roia/roia5.html#FevreMZH24

Hadrien Salem Sarah Ben Othman Marc Broucqsault Slim Hammadi Using Machine Learning to Support Prostate Cancer Detection Without a Dedicated Biomarker. 1061-1066 2024 CASE https://doi.org/10.1109/CASE59546.2024.10711637 conf/case/2024 db/conf/case/case2024.html#SalemOBH24 Sarah Ben Othman Faiza Ajmi Bertrand Decaudin Pascal Odou Chloé Rousselière Etienne Cousein Slim Hammadi AI-Driven Strategies for Precision and Efficiency in Optimising Medical Iatrogeny Detection. 2019-2024 2024 CoDIT https://doi.org/10.1109/CoDIT62066.2024.10708125 conf/codit/2024 db/conf/codit/codit2024.html#OthmanADORCH24 streams/conf/codit Hadrien Salem Sarah Ben Othman Marc Broucqsault Slim Hammadi Combining Convolution and Involution for the Early Prediction of Chronic Kidney Disease. 255-269 2024 ICCS (4) https://doi.org/10.1007/978-3-031-63772-8_24 conf/iccS/2024-4 db/conf/iccS/iccS2024-4.html#SalemOBH24 Michèle Vasseur Justin Courtin Sarah Ben Othman Slim Hammadi Sylvia Pelayo Bertrand Decaudin Pascal Odou Augmented Reality Eyewear for Assisting in the Preparation and Control of Cancer Therapies: Assessing the Learning Curve and Level of Adoption. 1856-1860 2024 MIE https://doi.org/10.3233/SHTI240793 conf/mie/2024 db/conf/mie/mie2024.html#VasseurCOHPDO24 Corwin Fèvre Hayfa Zgaya-Biau Philippe Mathieu Slim Hammadi L'optimisation du covoiturage dynamique multi-saut. 139-148 2023 JFSMA conf/jfsma/2023 db/conf/jfsma/jfsma2023.html#FevreZMH23 Napthaline Gerard Sarah Ben Othman Pajanivel Rangandin Marc Broucqsault Slim Hammadi Symbolic Artificial Intelligence to Diagnose Tuberculosis Using Ontology. 1574-1578 2023 MEDINFO https://doi.org/10.3233/SHTI231327 conf/medinfo/2023 db/conf/medinfo/medinfo2023.html#GerardORBH23 Sarah Ben Othman Bertrand Decaudin Pascal Odou Chloé Rousselière Etienne Cousein Slim Hammadi Pharmaceutical Decision Support System Using Machine Learning to Analyze and Limit Drug-Related Problems in Hospitals. 1593-1597 2023 MEDINFO https://doi.org/10.3233/SHTI231332 conf/medinfo/2023 db/conf/medinfo/medinfo2023.html#OthmanDORCH23 Corwin Fèvre Hayfa Zgaya-Biau Philippe Mathieu Slim Hammadi Agent-based Modeling for Dynamic Hitchhiking Simulation and Optimization. 322-329 2022 ICAART (1) https://doi.org/10.5220/0010876600003116 conf/icaart/2022-1 db/conf/icaart/icaart2022-1.html#FevreZMH22 Khouloud Fakhfakh Maala Sarah Ben Othman Hayfa Zgaya-Biau Laetitia Jourdan Jean-Marie Renard Slim Hammadi Dynamic Dempster Multi-Layer Perceptron for the prediction of admission patient in emergency department. 190-195 2022 SMC https://doi.org/10.1109/SMC53654.2022.9945580 conf/smc/2022 db/conf/smc/smc2022.html#MaalaOZJRH22 Faiza Ajmi Faten Ajmi Sarah Ben Othman Hayfa Zgaya-Biau Jean-Marie Renard Grégoire Smith Slim Hammadi An Agent-Based Metaheuristic with Cooperation Approach applied for patients'scheduling in hospital emergency department. 2599-2606 2022 SMC https://doi.org/10.1109/SMC53654.2022.9945510 conf/smc/2022 db/conf/smc/smc2022.html#AjmiAOZRSH22 Sarah Ben Othman Hayfa Zgaya Michèle Vasseur Bertrand Décaudin Pascal Odou Slim Hammadi A Decision Support System Based on Augmented Reality for the Safe Preparation of Chemotherapy Drugs. 485-499 2021 ICCS (4) https://doi.org/10.1007/978-3-030-77970-2_37 conf/iccS/2021-4 db/conf/iccS/iccS2021-4.html#OthmanZVDOH21 Khouloud Fakhfakh Sarah Ben Othman Laetitia Jourdan Grégoire Smith Jean-Marie Renard Slim Hammadi Hayfa Zgaya-Biau Fuzzy Ontology for Patient Emergency Department Triage. 719-734 2021 ICCS (3) https://doi.org/10.1007/978-3-030-77967-2_60 conf/iccS/2021-3 db/conf/iccS/iccS2021-3.html#FakhfakhOJSRHZ21 Sarah Ben Othman Hayfa Zgaya Michèle Vasseur Bertrand Décaudin Pascal Odou Slim Hammadi Introducing Augmented Reality Technique to Enhance the Preparation Circuit of Injectable Chemotherapy Drugs. 474-478 2021 MedInfo https://doi.org/10.3233/SHTI220121 conf/medinfo/2021 db/conf/medinfo/medinfo2021.html#OthmanZVDOH21 Faiza Ajmi Faten Ajmi Sarah Ben Othman Hayfa Zgaya Grégoire Smith Jean-Marie Renard Slim Hammadi Impact of the Automation of Inpatient Bed Management to Reduce the Emergency Service Waiting Time. 942-946 2021 MedInfo https://doi.org/10.3233/SHTI220219 conf/medinfo/2021 db/conf/medinfo/medinfo2021.html#AjmiAOZSRH21 Khouloud Fakhfakh Maala Sarah Ben Othman Laetitia Jourdan Grégoire Smith Jean-Marie Renard Slim Hammadi Hayfa Zgaya-Biau Ontology for Overcrowding Management in Emergency Department. 947-951 2021 MedInfo https://doi.org/10.3233/SHTI220220 conf/medinfo/2021 db/conf/medinfo/medinfo2021.html#MaalaOJSRHZ21 Corwin Fèvre Hayfa Zgaya-Biau Philippe Mathieu Slim Hammadi Multi-agent Systems and R-Trees for Dynamic and Optimised Ridesharing. 1352-1358 2021 SMC https://doi.org/10.1109/SMC52423.2021.9658823 conf/smc/2021 db/conf/smc/smc2021.html#FevreZMH21 Faiza Ajmi Faten Ajmi Sarah Ben Othman Hayfa Zgaya Jean-Marie Renard Grégoire Smith Slim Hammadi Friends and enemies agents collaboration protocol to optimize multi-skills patient scheduling in emergency department. 1677-1684 2021 SMC https://doi.org/10.1109/SMC52423.2021.9659277 conf/smc/2021 db/conf/smc/smc2021.html#AjmiAOZRSH21

Sondes Ben Cheikh-Graiet Mariagrazia Dotoli Slim Hammadi A Tabu Search based metaheuristic for dynamic carpooling optimization. 106217 2020 140 Comput. Ind. Eng. https://doi.org/10.1016/j.cie.2019.106217 https://www.wikidata.org/entity/Q126443775 db/journals/candie/candie140.html#Cheikh-GraietDH20

Ningkui Wang Hayfa Zgaya-Biau Philippe Mathieu Slim Hammadi An improved evidence theory-based trust model for multiagent resource allocation. 600-607 2020 SMC https://doi.org/10.1109/SMC42975.2020.9283483 conf/smc/2020 db/conf/smc/smc2020.html#WangZMH20 Faiza Ajmi Hayfa Zgaya Sarah Ben Othman Slim Hammadi Generic agent-based optimization framework to solve combinatorial problems. 950-956 2020 SMC https://doi.org/10.1109/SMC42975.2020.9283316 conf/smc/2020 db/conf/smc/smc2020.html#AjmiZOH20

Ningkui Wang Hayfa Zgaya-Biau Philippe Mathieu Slim Hammadi Preference-based resource reservation method for resource allocation in full distributed systems. 359-374 2019 15 Multiagent Grid Syst. 4 https://doi.org/10.3233/MGS-190317 db/journals/mags/mags15.html#WangZMH19

Sarah Ben Othman Faten Ajmi Hayfa Zgaya Slim Hammadi A cubic chromosome representation for patient scheduling in the Emergency Department. 1453-1474 2019 53 RAIRO Oper. Res. 5 https://doi.org/10.1051/ro/2018079 db/journals/rairo/rairo53.html#OthmanAZH19

Faten Ajmi Hayfa Zgaya Sarah Ben Othman Slim Hammadi Agent-based dynamic optimization for managing the workflow of the patient's pathway. 2019 96 Simul. Model. Pract. Theory https://doi.org/10.1016/j.simpat.2019.101935 https://www.wikidata.org/entity/Q127758522 db/journals/simpra/simpra96.html#AjmiZOH19

Sawssen Ben Abdallah Faiza Ajmi Sarah Ben Othman Sébastien Vermandel Slim Hammadi Augmented Reality for Real-Time Navigation Assistance to Wheelchair Users with Obstacles' Management. 528-534 2019 ICCS (5) https://doi.org/10.1007/978-3-030-22750-0_47 conf/iccS/2019-5 db/conf/iccS/iccS2019-5.html#AbdallahAOVH19 Faiza Ajmi Sawssen Ben Abdallah Sarah Ben Othman Hayfa Zgaya-Biau Slim Hammadi An Innovative System to Assist the Mobility of People With Motor Disabilities. 4037-4043 2019 SMC https://doi.org/10.1109/SMC.2019.8914332 conf/smc/2019 db/conf/smc/smc2019.html#AjmiAOZH19 Ningkui Wang Hayfa Zgaya Philippe Mathieu Slim Hammadi An Agent-Based Distributed Approach for Bike Sharing Systems. 540-552 2018 ICCS (2) https://doi.org/10.1007/978-3-319-93701-4_42 conf/iccS/2018-2 db/conf/iccS/iccS2018-2.html#WangZMH18 Faten Ajmi Sarah Ben Othman Hayfa Zgaya Slim Hammadi Patient Pathway Workflow Model Identifying Overcrowding Indicators in Emergency Department. 267-274 2018 SIMULTECH conf/simultech/2018 db/conf/simultech/simultech2018.html#AjmiOZH18

Sarah Ben Othman Slim Hammadi A Multi-criteria Optimization Approach to Health Care Tasks Scheduling Under Resources Constraints. 419-439 2017 10 Int. J. Comput. Intell. Syst. 1 https://doi.org/10.2991/ijcis.2017.10.1.29 db/journals/ijcisys/ijcisys10.html#OthmanH17

Sondes Ben Cheikh Christian Tahon Slim Hammadi An evolutionary approach to solve the dynamic multihop ridematching problem. 3-19 2017 93 Simul. 1 https://doi.org/10.1177/0037549716680025 db/journals/simulation/simulation93.html#CheikhTH17

Mariagrazia Dotoli Hayfa Zgaya Carmine Russo Slim Hammadi A Multi-Agent Advanced Traveler Information System for Optimal Trip Planning in a Co-Modal Framework. 2397-2412 2017 18 IEEE Trans. Intell. Transp. Syst. 9 https://doi.org/10.1109/TITS.2016.2645278 db/journals/tits/tits18.html#DotoliZRH17

Faten Ajmi Sarah Ben Othman Hayfa Zgaya Slim Hammadi Jean-Marie Renard An Innovative Approach to Jointly Scheduling and Assigning a Consultation Time to Patients Arriving in the Emergency Department. 989-993 2017 MedInfo https://doi.org/10.3233/978-1-61499-830-3-989 conf/medinfo/2017 db/conf/medinfo/medinfo2017.html#AjmiOZHR17

Sondes Ben Cheikh Slim Hammadi Multi-Hop Ridematching optimization problem: Intelligent chromosome agent-driven approach. 161-176 2016 62 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2016.06.001 db/journals/eswa/eswa62.html#CheikhH16

Sarah Ben Othman Hayfa Zgaya Slim Hammadi Alain Quilliot Alain Martinot Jean-Marie Renard Agents endowed with uncertainty management behaviors to solve a multiskill healthcare task scheduling. 25-43 2016 64 J. Biomed. Informatics https://doi.org/10.1016/j.jbi.2016.08.011 https://www.wikidata.org/entity/Q47709369 db/journals/jbi/jbi64.html#OthmanZHQMR16

Inès Ajmi Hayfa Zgaya Lotfi Gammoudi Slim Hammadi Alain Martinot Régis Beuscart Jean-Marie Renard Mapping patient path in the Pediatric Emergency Department: A workflow model driven approach. 315-328 2015 54 J. Biomed. Informatics https://doi.org/10.1016/j.jbi.2014.12.004 https://www.wikidata.org/entity/Q38562637 db/journals/jbi/jbi54.html#AjmiZGHMBR15

Sarah Ben Othman Slim Hammadi Alain Quilliot Alain Martinot Jean-Marie Renard Health Care Decision Support System for the Pediatric Emeregency Department Management. 305-309 2015 MedInfo https://doi.org/10.3233/978-1-61499-564-7-305 conf/medinfo/2015 db/conf/medinfo/medinfo2015.html#OthmanHQMR15 Inès Ajmi Hayfa Zgaya Slim Hammadi Lotfi Gammoudi Alain Martinot Régis Beuscart Jean-Marie Renard Multi-agent Architecture for the Multi-Skill Tasks Modeling at the Pediatric Emergency Department. 145-149 2015 MIE https://doi.org/10.3233/978-1-61499-512-8-145 conf/mie/2015 db/conf/mie/mie2015.html#AjmiZHGMBR15 Wided Chandoul Hervé Camus Nesrine Zoghlami Slim Hammadi Alain Martinot A robust assessment of effective healthcare demand in the Pediatric Emergency Department. 195-200 2014 CoDIT https://doi.org/10.1109/CoDIT.2014.6996892 conf/codit/2014 db/conf/codit/codit2014.html#ChandoulCZHM14 Inès Ajmi Lotfi Gammoudi Matthieu Carruel Hayfa Zgaya Slim Hammadi Jean-Marie Renard Mapping patient flow in the Jeanne de Flandres Hospital's operating rooms. 1-5 2014 ETFA https://doi.org/10.1109/ETFA.2014.7005054 conf/etfa/2014 db/conf/etfa/etfa2014.html#AjmiGCZHR14 Astrid Piconese Thomas Bourdeaud'huy Mariagrazia Dotoli Slim Hammadi A Revisited Model for the Real Time Traffic Management. 139-150 2014 ICORES https://doi.org/10.5220/0004869701390150 conf/icores/2014 db/conf/icores/icores2014.html#PiconeseBDH14 Astrid Piconese Thomas Bourdeaud'huy Mariagrazia Dotoli Slim Hammadi A Mathematical Programming Model for the Real Time Traffic Management of Railway Networks Under Disturbances. 215-234 2014 ICORES (Selected Papers) https://doi.org/10.1007/978-3-319-17509-6_15 conf/icores/2014s db/conf/icores/icores2014s.html#PiconeseBDH14a Sondes Ben Cheikh Slim Hammadi The Alliance between Optimization and Multi-Agent System for the Management of the Dynamic Carpooling. 193-202 2014 KES-AMSTA https://doi.org/10.1007/978-3-319-07650-8_20 conf/kesamsta/2014 db/conf/kesamsta/kesamsta2014.html#CheikhH14 Hayfa Zgaya Inès Ajmi Lotfi Gammoudi Slim Hammadi Alain Martinot Régis Beuscart Jean-Marie Renard A Workflow Model to Analyse Pediatric Emergency Overcrowding. 338-342 2014 MIE https://doi.org/10.3233/978-1-61499-432-9-338 conf/mie/2014 db/conf/mie/mie2014.html#ZgayaAGHMBR14 Sondes Ben Cheikh Slim Hammadi Christian Tahon Based-Agent Distributed Architecture to Manage the Dynamic Multi-hop Ridesharing System. 101-104 2014 NCA https://doi.org/10.1109/NCA.2014.22 https://doi.ieeecomputersociety.org/10.1109/NCA.2014.22 conf/nca/2014 db/conf/nca/nca2014.html#CheikhHT14 Sarah Ben Othman Nesrine Zoghlami Slim Hammadi Hayfa Zgaya Adaptive Collaborative Agent-Based System for Crisis Management. 151-158 2014 WI-IAT (3) https://doi.org/10.1109/WI-IAT.2014.162 https://doi.ieeecomputersociety.org/10.1109/WI-IAT.2014.162 conf/webi/2014-3 db/conf/webi/webi2014-3.html#OthmanZHZ14 Zhanjun Wang Khaled Mesghouni Slim Hammadi Agent-Based Coalition Formation in a Co-modal Transport System. 310-317 2014 WI-IAT (3) https://doi.org/10.1109/WI-IAT.2014.182 https://doi.ieeecomputersociety.org/10.1109/WI-IAT.2014.182 conf/webi/2014-3 db/conf/webi/webi2014-3.html#WangMH14 Nourhène Ben Rabah Slim Hammadi Christian Tahon Intelligent Regulation Support System for Multimodal Traffic. 373-380 2014 WI-IAT (3) https://doi.org/10.1109/WI-IAT.2014.191 https://doi.ieeecomputersociety.org/10.1109/WI-IAT.2014.191 conf/webi/2014-3 db/conf/webi/webi2014-3.html#RabahHT14

Ayda Kaddoussi Nesrine Zoghlami Slim Hammadi Hayfa Zgaya An Agent-Based Distributed Scheduling For Crisis Management Supply Chain. 156-173 2013 6 Int. J. Comput. Intell. Syst. 1 https://doi.org/10.1080/18756891.2013.761774 db/journals/ijcisys/ijcisys6.html#KaddoussiZHZ13

Mariagrazia Dotoli Slim Hammadi Karama Jeribi Carmine Russo Hayfa Zgaya A multi-agent Decision Support System for optimization of co-modal transportation route planning services. 911-916 2013 CDC https://doi.org/10.1109/CDC.2013.6759998 conf/cdc/2013 db/conf/cdc/cdc2013.html#DotoliHJRZ13 Inès Ajmi Hayfa Zgaya Slim Hammadi Optimized Workflow for the Healthcare Logistic: Case of the Pediatric Emergency Department. 77-84 2013 PACBB https://doi.org/10.1007/978-3-319-00578-2_11 conf/pacbb/2013 db/conf/pacbb/pacbb2013.html#AjmiZH13 Karama Jeribi Hinda Mejri Hayfa Zgaya Slim Hammadi Combination of an Evolutionary Approach and Multi-agent Coalition in a Co-modal Transport System. 87-97 2012 PAAMS https://doi.org/10.1007/978-3-642-28786-2_10 conf/paams/2012 db/conf/paams/paams2012.html#JeribiMZH12 Ayda Kaddoussi Nesrine Zoghlami Hayfa Zgaya Slim Hammadi Francis Bretaudeau Disruption Management Optimization for Military Logistics. 61-66 2011 AIAI https://doi.org/10.1007/978-3-642-23960-1_8 conf/ifip12/2011aiai-2 db/conf/ifip12/aiai2011-2.html#KaddoussiZZHB11 Ayda Kaddoussi Nesrine Zoghlami Slim Hammadi Hayfa Zgaya An agent-based distributed scheduling for military logistics. 59-64 2011 ISDA https://doi.org/10.1109/ISDA.2011.6121631 conf/isda/2011 db/conf/isda/isda2011.html#KaddoussiZHZ11 Manel Sghaier Slim Hammadi Hayfa Zgaya Christian Tahon An optimized dynamic carpooling system based on communicating agents operating over a distributed architecture. 124-129 2011 ISDA https://doi.org/10.1109/ISDA.2011.6121642 conf/isda/2011 db/conf/isda/isda2011.html#SghaierHZT11 Karama Jeribi Hinda Mejri Hayfa Zgaya Slim Hammadi Distributed graphs for solving co-modal transport problems. 1150-1155 2011 ITSC https://doi.org/10.1109/ITSC.2011.6082906 conf/itsc/2011 db/conf/itsc/itsc2011.html#JeribiMZH11 Manel Sghaier Hayfa Zgaya Slim Hammadi Christian Tahon A novel approach based on a distributed dynamic graph modeling set up over a subdivision process to deal with distributed optimized real time carpooling requests. 1311-1316 2011 ITSC https://doi.org/10.1109/ITSC.2011.6082983 conf/itsc/2011 db/conf/itsc/itsc2011.html#SghaierZHT11 Ayda Kaddoussi Nesrine Zoghlami Hayfa Zgaya Slim Hammadi Francis Bretaudeau A preventive anticipation model for crisis management supply chain. 109-114 2011 SMC https://doi.org/10.1109/ICSMC.2011.6083651 conf/smc/2011 db/conf/smc/smc2011.html#KaddoussiZZHB11 Karama Jeribi Hayfa Zgaya Nesrine Zoghlami Slim Hammadi Distributed architecture for a co-modal transport system. 2797-2802 2011 SMC https://doi.org/10.1109/ICSMC.2011.6084096 conf/smc/2011 db/conf/smc/smc2011.html#JeribiZZH11

Asma Melki Slim Hammadi Yves Sallez Thierry Berger Christian Tahon Advanced approach for the public transportation regulation system based on cybercars. 85-105 2010 44 RAIRO Oper. Res. 1 https://doi.org/10.1051/ro/2010008 db/journals/rairo/rairo44.html#MelkiHSBT10

Manel Sghaier Hayfa Zgaya Slim Hammadi Christian Tahon A distributed dijkstra's algorithm for the implementation of a Real Time Carpooling Service with an optimized aspect on siblings. 795-800 2010 ITSC https://doi.org/10.1109/ITSC.2010.5625288 conf/itsc/2010 db/conf/itsc/itsc2010.html#SghaierZHT10

Mohamed M. Ould Sidi Saïd Hayat Slim Hammadi Pierre Borne A novel approach to developing and evaluating regulation strategies for urban transport disrupted networks. 480-493 2008 21 Int. J. Comput. Integr. Manuf. 4 https://doi.org/10.1080/09511920701574982 db/journals/ijcim/ijcim21.html#SidiHHB08

Hayfa Zgaya Slim Hammadi Khaled Ghédira A migration strategy of mobile agents for the transport network applications. 345-362 2008 76 Math. Comput. Simul. 5-6 https://doi.org/10.1016/j.matcom.2007.04.013 db/journals/mcs/mcs76.html#ZgayaHG08

Ihsen Saad Slim Hammadi Mohamed Benrejeb Pierre Borne Choquet integral for criteria aggregation in the flexible job-shop scheduling problems. 447-462 2008 76 Math. Comput. Simul. 5-6 https://doi.org/10.1016/j.matcom.2007.04.010 db/journals/mcs/mcs76.html#SaadHBB08

Hayfa Zgaya Slim Hammadi Khaled Ghédira Combination of mobile agent and evolutionary algorithm to optimize the client transport services. 35-67 2008 42 RAIRO Oper. Res. 1 https://doi.org/10.1051/ro:2008002 db/journals/rairo/rairo42.html#ZgayaHG08

Mohamed M. Ould Sidi Slim Hammadi Saïd Hayat Pierre Borne Urban Transport Network Regulation and Evaluation: A Fuzzy Evolutionary Approach. 309-318 2008 38 IEEE Trans. Syst. Man Cybern. Part A 2 https://doi.org/10.1109/TSMCA.2007.914789 db/journals/tsmc/tsmca38.html#SidiHHB08

Sawsan Saad Hayfa Zgaya Slim Hammadi Dynamic Reassigned Tasks during the Negotiation Process by Ontology Approach between Mobile Agents. 140-143 2008 IAT https://doi.org/10.1109/WIIAT.2008.116 https://doi.ieeecomputersociety.org/10.1109/WIIAT.2008.116 conf/iat/2008 db/conf/iat/iat2008.html#SaadZH08 Hayfa Zgaya David Tang Slim Hammadi Francis Bretaudeau Negotiation Protocol according to the Perturbation Impact In a Multi-agent Supply Chain System for the Crisis Management. 698-701 2008 Web Intelligence/IAT Workshops https://doi.org/10.1109/WIIAT.2008.412 https://doi.ieeecomputersociety.org/10.1109/WIIAT.2008.412 conf/iat/2008w db/conf/iat/iatw2008.html#ZgayaTHB08 Hayfa Zgaya David Tang Slim Hammadi Cooperative Negotiation for the Provisions Balancing in a Multi-Agent Supply Chain System for the Crisis Management. 280-283 2008 ICSOFT (ISDM/ABF) conf/icsoft/2008-3 db/conf/icsoft/icsoft2008-3.html#ZgayaTH08 Asma Melki Slim Hammadi Dynamic Management of Intelligent Urban Vehicles. 1095-1100 2008 ITSC https://doi.org/10.1109/ITSC.2008.4732712 conf/itsc/2008 db/conf/itsc/itsc2008.html#MelkiH08 Mohamed Firas Feki Mohamed Amine Kamoun Slim Hammadi An agent oriented information system for itineraries search using web services composition. 1935-1941 2008 SMC https://doi.org/10.1109/ICSMC.2008.4811573 conf/smc/2008 db/conf/smc/smc2008.html#FekiKH08 Sawsan Saad Hayfa Zgaya Slim Hammadi Using an ontology to solve the negotiation problems in mobile agent information system. 3685-3690 2008 SMC https://doi.org/10.1109/ICSMC.2008.4811872 conf/smc/2008 db/conf/smc/smc2008.html#SaadZH08

Noureddine Liouane Ihsen Saad Slim Hammadi Pierre Borne Ant systems & Local Search Optimization for flexible Job Shop Scheduling Production. 174-184 2007 2 Int. J. Comput. Commun. Control 2 https://doi.org/10.15837/ijccc.2007.2.2350 db/journals/ijccc/ijccc2.html#LiouaneSHB07

Hayfa Zgaya Slim Hammadi Multi-agent information system using mobile agent negotiation based on a flexible transport ontology. 244 2007 conf/atal/2007 AAMAS https://doi.org/10.1145/1329125.1329421 db/conf/atal/aamas2007.html#ZgayaH07 Hayfa Zgaya Slim Hammadi Multi-Agent Multimodal Transport Information System using Mobile Agent Negotiation. 253-258 2007 conf/rcis/2007 RCIS db/conf/rcis/rcis2007.html#ZgayaH07

Salah Zidi Salah Maouche Slim Hammadi Ant Colony with Dynamic Local Search for the Time Scheduling of Transport Networks. 110-125 2006 1 Int. J. Comput. Commun. Control 4 https://doi.org/10.15837/ijccc.2006.4.2313 db/journals/ijccc/ijccc1.html#ZidiMH06

Hayfa Zgaya Slim Hammadi Transport Services System Integration and Optimization in Agent Based Model. 29 2006 conf/cimca/2006 CIMCA/IAWTIC https://doi.org/10.1109/CIMCA.2006.222 https://doi.ieeecomputersociety.org/10.1109/CIMCA.2006.222 db/conf/cimca/cimca2006.html#ZgayaH06 Hayfa Zgaya Slim Hammadi Assignment and Integration of Distributed Transport Services in Agent-Based Architecture. 96-102 2006 conf/iat/2006 IAT https://doi.org/10.1109/IAT.2006.39 https://doi.ieeecomputersociety.org/10.1109/IAT.2006.39 db/conf/iat/iat2006.html#ZgayaH06 Salah Zidi Salah Maouche Slim Hammadi Real-Time Route Planning of the Public Transportation System. 55-60 2006 ITSC https://doi.org/10.1109/ITSC.2006.1706718 conf/itsc/2006 db/conf/itsc/itsc2006.html#ZidiMH06 Asma Melki Slim Hammadi Hierarchic Decision Support System approach with evaluation of decision classes of a traffic network transportation. 3579-3584 2006 SMC https://doi.org/10.1109/ICSMC.2006.384684 conf/smc/2006 db/conf/smc/smc2006.html#MelkiH06 Besma Glaa Slim Hammadi Christian Tahon Modeling the emergency path handling And Emergency Department Simulation. 4585-4590 2006 SMC https://doi.org/10.1109/ICSMC.2006.384869 conf/smc/2006 db/conf/smc/smc2006.html#GlaaHT06 Ryan Kammarti Slim Hammadi Pierre Borne Mekki Ksouri Lower Bounds In An Hybrid Evolutionary Approach For The Pickup And Delivery Problem With Time Windows. 1156-1161 2005 SMC https://doi.org/10.1109/ICSMC.2005.1571302 conf/smc/2005 db/conf/smc/smc2005.html#KammartiHBK05 Mohamed Amine Kamoun Guillaume Uster Slim Hammadi An Agent-Based Cooperative Information System for Multi-modal Travelers Route Computation. 1162-1167 2005 SMC https://doi.org/10.1109/ICSMC.2005.1571303 conf/smc/2005 db/conf/smc/smc2005.html#KamounUH05 Hayfa Zgaya Slim Hammadi Khaled Ghédira Evolutionary method to optimize workplan mobile agent for the transport network application. 1174-1179 2005 SMC https://doi.org/10.1109/ICSMC.2005.1571305 conf/smc/2005 db/conf/smc/smc2005.html#ZgayaHG05 Ryan Kammarti Slim Hammadi Pierre Borne Mekki Ksouri A new hybrid evolutionary approach for the pickup and delivery problem with time windows. 1498-1503 2004 conf/smc/2004 SMC (2) https://doi.org/10.1109/ICSMC.2004.1399843 db/conf/smc/smc2004-2.html#KammartiHBK04 Kamel Zidi Slim Hammadi CGOMFP: control genetic operators with management of the final population to optimize a multimodal transport moving. 6220-6225 2004 conf/smc/2004 SMC (7) https://doi.org/10.1109/ICSMC.2004.1401375 db/conf/smc/smc2004-7.html#KamelS04 Mohamed M. Ould Sidi Slim Hammadi Pierre Borne Saïd Hayat Towards an interactive and effective regulation for urban transport networks. 6226-6231 2004 conf/smc/2004 SMC (7) https://doi.org/10.1109/ICSMC.2004.1401376 db/conf/smc/smc2004-7.html#SidiHBH04

Pierre Borne Besma Fayech Slim Hammadi Salah Maouche Decision support system for urban transportation networks. 67-77 2003 33 IEEE Trans. Syst. Man Cybern. Part C 1 db/journals/tsmc/tsmcc33.html#BorneFHM03 https://doi.org/10.1109/TSMCC.2003.809355

Slim Hammadi Christian Tahon Special issue on intelligent techniques in flexible manufacturing systems. 157-158 2003 33 IEEE Trans. Syst. Man Cybern. Part C 2 db/journals/tsmc/tsmcc33.html#HammadiT03 https://doi.org/10.1109/TSMCC.2003.813336

E. Gargouri Slim Hammadi A distributed scheduling for agro-food manufacturing problems. 176-185 2003 33 IEEE Trans. Syst. Man Cybern. Part C 2 db/journals/tsmc/tsmcc33.html#GargouriH03 https://doi.org/10.1109/TSMCC.2003.813151

Imed Kacem Slim Hammadi Pierre Borne Pareto-optimality approach for flexible job-shop scheduling problems: hybridization of evolutionary algorithms and fuzzy logic. 245-276 2002 60 Math. Comput. Simul. 3-5 https://doi.org/10.1016/S0378-4754(02)00019-8 db/journals/mcs/mcs60.html#KacemHB02

E. Gargouri Slim Hammadi Pierre Borne A study of scheduling problem in agro-food manufacturing systems. 277-291 2002 60 Math. Comput. Simul. 3-5 https://doi.org/10.1016/S0378-4754(02)00020-4 db/journals/mcs/mcs60.html#GargouriHB02

Imed Kacem Slim Hammadi Pierre Borne Approach by localization and multiobjective evolutionary optimization for flexible job-shop scheduling problems. 1-13 2002 32 IEEE Trans. Syst. Man Cybern. Part C 1 db/journals/tsmc/tsmcc32.html#KacemHB02 https://doi.org/10.1109/TSMCC.2002.1009117

Imed Kacem Slim Hammadi Pierre Borne Correction to "approach by localization and multiobjective evolutionary optimization for flexible job-shop scheduling problems". 172 2002 32 IEEE Trans. Syst. Man Cybern. Part C 2 db/journals/tsmc/tsmcc32.html#KacemHB02a https://doi.org/10.1109/TSMCC.2002.804307

E. Gargouri Slim Hammadi An hybrid approach for a supply chain management in agro-food industries. 6 2002 SMC https://doi.org/10.1109/ICSMC.2002.1175624 conf/smc/2002 db/conf/smc/smc2002.html#GargouriH02 Mariem Gzara Slim Hammadi Pierre Borne Decision support tool for a location problem based on a genetic algorithm. 6 2002 SMC https://doi.org/10.1109/ICSMC.2002.1175562 conf/smc/2002 db/conf/smc/smc2002.html#GzaraHB02 Imed Kacem Slim Hammadi Pierre Borne Pareto-optimality approach based on uniform design and fuzzy evolutionary algorithms for flexible job-shop scheduling problems (FJSPs). 7 2002 SMC (2) https://doi.org/10.1109/ICSMC.2002.1175713 conf/smc/2002-2 db/conf/smc/smc2002-2.html#KacemHB02 Besma Fayech Slim Hammadi Salah Maouche Pierre Borne Urban bus traffic regulation by evolutionary algorithms. 1316-1322 2001 SMC https://doi.org/10.1109/ICSMC.2001.973103 conf/smc/2001 db/conf/smc/smc2001.html#FayechHMB01 Imed Kacem Slim Hammadi Pierre Borne Approach by localization and genetic manipulation algorithm for flexible job-shop scheduling problem. 2599-2604 2001 SMC https://doi.org/10.1109/ICSMC.2001.972955 conf/smc/2001 db/conf/smc/smc2001.html#KacemHB01

Sonia Hajri Noureddine Liouane Slim Hammadi Pierre Borne A controlled genetic algorithm by fuzzy logic and belief functions for job-shop scheduling. 812-818 2000 30 IEEE Trans. Syst. Man Cybern. Part B 5 db/journals/tsmc/tsmcb30.html#HajriLHB00 https://doi.org/10.1109/3477.875454 https://www.wikidata.org/entity/Q51894208

Khaled Mesghouni Saïd Hayat Slim Hammadi Pierre Borne Traffic regulation modeling for a subway line with double loops. 3261-3265 1998 SMC https://doi.org/10.1109/ICSMC.1998.726506 conf/smc/1998 db/conf/smc/smc1998.html#MesghouniHHB98 Sawssen Ben Abdallah Sofiene Abidi Faiza Ajmi Faten Ajmi Inès Ajmi Hamid Allaoui Mohamed Benrejeb Thierry Berger Régis Beuscart Pierre Borne Thomas Bourdeaud'huy Francis Bretaudeau Marc Broucqsault Hervé G. CamusHervé Camus Ludivine Canivet Matthieu Carruel Graziana Cavone Wided Chandoul Sondes Ben Cheikh Sondes Ben Cheikh-Graiet Justin Courtin Etienne Cousein Bertrand DecaudinBertrand Décaudin Mariagrazia Dotoli Khouloud FakhfakhKhouloud Fakhfakh Maala Besma Fayech Mohamed Firas Feki Corwin Fèvre Lotfi Gammoudi E. Gargouri Napthaline Gerard Khaled Ghédira Besma Glaa Mariem Gzara Sonia Hajri Saïd Hayat Idriss Jairi Karama Jeribi Imed Kacem Ayda Kaddoussi Ryan Kammarti Mohamed Amine Kamoun Mekki Ksouri Noureddine Liouane Salah Maouche Alain Martinot Philippe Mathieu Hinda Mejri Asma Melki Khaled Mesghouni Issam Nouaouri Pascal Odou Sarah Ben Othman Yassine Ouzar Sylvia Pelayo Astrid Piconese Alain Quilliot Nourhène Ben Rabah Pajanivel Rangandin Amelle Rekbi Jean-Marie Renard Chloé Rousselière Carmine Russo Ihsen Saad Sawsan Saad Hadrien Salem Yves Sallez Manel Sghaier Mohamed M. Ould Sidi Grégoire Smith Christian Tahon David Tang Giulia Tresca Guillaume Uster Michèle Vasseur Sébastien Vermandel Laetitia Vermeulen-JourdanLaetitia Jourdan Ningkui Wang Zhanjun Wang Hayfa ZgayaHayfa Zgaya-Biau Kamel Zidi Salah Zidi Nesrine Zoghlami