Publications

Books

Deep Learning in Mining of Visual Content.

A. Zemmari and J. Benois-Pineau

Springer Briefs in Computer Science.

Multi-faceted Deep Learning: Models and Data.

J. Benois-Pineau and A. Zemmari

Springer


Publications (by date)

2024

  • A Hybrid Transformer with Domain Adaptation using Interpretability Techniques for Video and Signal Data: Application to the Detection of Risk Situations. R. Mallick, J. Benois-Pineau, A. Zemmari, K. Guerda, B. Mansencal, H. Amieva, L. Middleton Multimedia Tools and Applications. (to appear) (2024).
  • A Hybrid System for Defect Detection on Rail Lines through the Fusion of Object and Context Information. A. Zhukov, A. Rivero, J. Benois-Pineau, A. Zemmari, M. Mosbah. Sensors. (to appear) (2024).
  • IFI: Interpreting for Improving: a Multimodal Transformer with an Interpretability Technique for Recognition of Risk Events. R. Mallick, J. Benois-Pineau, A. Zemmari. In the 30th International Conference on Multimedia Modeling (MMM'2024). January 29 - February 2, 2024 (Amsterdam, The Netherlands)

2023

  • Leveraging Explainability methods in Spectral Domain for Data Augmentation and efficient training of CNN classifiers. M. E. Gebreamlak, M. P. Ayyar., J.-P. Salmon, J. Benois-Pineau, A. Zemmari. 12th International Conference on Image Processing Theory, Tools and Applications (IPTA'2023). October 16-19, 2023, Paris - France.
  • Entropy-based Sampling for Streaming learning with Move-to-Data approach on Video. M. P. Ayyar, J. Benois-Pineau, A. Zemmari, H. Amieva, L. Middleton. 20th International Conference on Content-based Multimedia Indexing (CBMI'2023). September 20--22, 2023. Orléans, France.
  • Pre-Trained Embeddings for Enhancing Multi-Hop Reasoning. M. Drancé, F. Mougin, A. Zemmari, G. Diallo. In IJCAI 2023 Workshop on Knowledge-Based Compositional Generalization.. August 19-21, 2023, Macao.
  • Artificial Intelligence for Defence in an EQF6 Training and Education Program, from the Design to the Execution. E Grivel, B Pesquet, TB Airimitoaie, A Zemmari. In 2023 IEEE Global Engineering Education Conference (EDUCON). Salmiya, Kuwait. May 1 - May 4, 2023.
  • A Robust Drift Detection Algorithm with High Accuracy and Low False Positives Rate. M. Fuccellaro, L. Simon, A. Zemmari. In the AAAI's Workshop on Artificial Intelligence Safety (SafeAI@AAAI 2023). Feb 13-14, 2023. Washington, D.C., USA.
  • A Feature Understanding Method for Explanation of Image Classification by Convolutional Neural Networks. M. P. Ayyar, J Benois-Pineau, A Zemmari. In Explainable Deep Learning AI, 79-96.
  • Echantillonnage basé sur l'entropie pour l'apprentissage en continu avec l'approche Move-to-Data sur la vidéo M. P. Ayyar, J Benois-Pineau, A Zemmari. XXIXème Colloque Francophone de Traitement du Signal et des Images (GRETSI'23) Grenoble, 28 août – 01 septembre 2023

2022

  • Detection of Risky Situations for Frail Adults with Hybrid Neural Networks on Multimodal Health Data. R. Mallick, T. Yebda, J. Benois-Pineau, A. Zemmari, M. Pech, H. Amieva. IEEE MultiMedia. 29(1): 7-17 (2022).
  • Partially Supervised Classification for Early Concept Drift Detection. M. Fuccellaro, L. Simon, A. Zemmari. In the 34th International Conference on Tool with Artificial Intelligence (ICTAI 2022). 31 Oct-2 Nov 2022.
  • Streaming learning with Move-to-Data approach for image classification. A. K. Gebreslassie, J. Benois-Pineau, A. Zemmari. In the 20th International Conference on Content-based Multimedia Indexing (CBMI 2022). September 14--16, 2022, Graz, Austria.
  • I SAW: A Self-Attention Weighted Method for Explanation of Visual Transformers. R. Mallick, J. Benois-Pineau, A. Zemmari. In the 29th IEEE International Conference on Image Processing (ICIP'2022). Bordeaux, France. October 16-19, 2022
  • Pooling Transformer for Detection of Risk Events in In-The-Wild Video Ego Data. R. Mallick, J. Benois-Pineau, A. Zemmari, T. Yebda, M. Pech, H. Amieva, L. Middleton. 26th International Conference on Pattern Recognition (ICPR 2022). August 21-25, 2022. Montréal Québec.
  • A Hybrid Transformer Network for Detection of Risk Situations on Multimodal Life-Log Health Data. R. Mallick, J. Benois-Pineau, A. Zemmari, M. Pech, T. Yebda, H. Amieva, L. Middleton. 3rd Workshop on Intelligent Cross-Data Analysis and Retrieval (ICDAR 2022, ACM ICMR 2022). June 27-30, 2022. Newark, NJ, USA.
  • Distributed Training from Multi-sourced Data. I. Dahaoui, M. Mosbah, A. Zemmari. 36th International Conference on Advanced Information Networking and Applications (AINA-2022).

2021

  • White Box Methods for Explanations of Convolutional Neural Networks in Image Classification Tasks. M. P Ayyar, J. Benois-Pineau, A. Zemmari. Journal of Electronic Imaging. 30(5) (2021).
  • A Hierarchical Classification System for the Detection of Covid-19 from Chest X-Ray Images. M. P. Ayyar, J. Benois-Pineau, A. Zemmari. IEEE/CVF International Conference on Computer Vision Workshops (ICCVW'2021).
  • Data analytics for smart buildings: a classification method for anomaly detection for measured data. E. de Rautlin de la Roy, T. Recht, A. Zemmari, P. Boureau, L. Mora. CISBAT' 2021. EPFL,8-10 September 2021.
  • Explaining 3D CNNs for Alzheimer Disease Classification on sMRI Images with Multiple ROIs. M. P. Ayyar, J. Benois-Pineau, A. Zemmari and G. Catheline. In the 28th IEEE International Conference on Image Processing (ICIP'2021). Anchorage, Alasca, USA. September 19-22, 2021.
  • Vulnerability Evaluation of Android Malware Detectors against Adversarial Examples. D. Harikrishnan, D. Jose, G. Poulose, P Vinod and A. Zemmari. In the 25th International Conference on Knowledge-Based and Intelligent Information, Engineering Systems (KES 2021). Szczecin, Poland. 8-10 September 2021.
  • A GRU Neural Network with attention mechanism for detection of risk situations on multimodal lifelog data. H. Amieva, J. Benois-Pineau, R. Mallick, M. Pech, T. Yebda, A. Zemmari. In the 18th IEEE conference on Content-Based Multimedia Indexing (CBMI'2021). Lille, France. 28-30 June 2021.
  • Proceedings of International Conference on Computational Intelligence and Emerging Power System: ICCIPS 2021. Algorithms for Intelligent Systems, Springer 2021, ISBN 2524-7565. Ramesh C. Bansal, Akka Zemmari, K. G. Sharma, Jyoti Gajrani.

2020

  • SPARK: Secure Pseudorandom Key-based Encryption for Deduplicated Storage. J. Dave, P. Faruki, V. Laxmi, A. Zemmari, M. S. Gaur, M. Conti. Computer Communications. 154: 148-159 (2020)
  • EspyDroid+: Precise Reflection Analysis of Android Apps J. Gajrani, U. Agarwal, V. Laxmi, B. Bezawada, M. S. Gaur, M. Tripathi, A. Zemmari. Computers & Security. (2020). https://doi.org/10.1016/j.cose.2019.101688
  • Automated landmarking for insects morphometric analysis using deep neural networks. V.-L. Le, M. Beurton-Aimar, A. Zemmari, A. Marie, N. Parisey Ecol. Informatics 60: 101175 (2020)
  • Vulvet: Vetting of Vulnerabilities in Android Apps to Thwart Exploitation J. Gajrani, M. Tripathi, V. Laxmi, G. Somani,, A. Zemmari, M. S. Gaur. Digit. Threat. Res. Pract. (2020).
  • Features Understanding in 3D CNNs for Actions Recognition in Video. K. Ahmed Asif Fuad, J. Benois-Pineau, R. Bourqui, R. Giot, P.-E. Martin, A. Zemmari. In the 10th International Conference on Image Processing Theory, Tools and Applications (IPTA 2020). Paris, France. 9-12 November 2020.
  • On the Application of Machine Learning for Cut-in Maneuver Recognition in Platooning Scenarios. A. Bouhoute, M. Mosbah, A. Zemmari, I. Berrada. In the 91st IEEE Vehicular Technology Conference (VTC Spring 2020). Antwerp, Belgium, May 25-28, 2020.
  • A OneM2M Intrusion Detection and Prevention System based on Edge Machine Learning. N. Chaabouni, M. Mosbah,  C. Sauvignac, A. Zemmari. In the 32th IEEE/IFIP Network Operations and Management Symposium (NOMS 2020). Budapest, Hungary. 20-24 April 2020.
  • Effectiveness of State-of-the-art Dynamic Analysis Techniques in Identifying Diverse Android Malware and Future Enhancements. J. Gajrani, V. Laxmi, M. Tripathi, M. S. Gaur, A. Zemmari, M. Mosbah, M. Conti. Chapter in Advances in Computers (Book Series), ScienceDirect., (In Press for volume 119). ISSN: 0065-2458.

2019

  • Design Patterns in Beeping Algorithms: Examples, Emulation, and Analysis. A. Casteigts, Y. Métivier, J.M. Robson, A. Zemmari. Information and Computation. 264: 32-51 (2019).
  • Counting in One-Hop Beeping Networks. A. Casteigts, Y. Métivier, J.M. Robson, A. Zemmari, Theoretical Computer Science. 780: 20-28 (2019).
  • Network Intrusion Detection for IoT Security based on Learning Techniques. N. Chaabouni, M. Mosbah, P. Faruki, C. Sauvignac, A. Zemmari. IEEE Communications Surveys and Tutorials. (2019).
  • A Machine Learning based Approach to Detect Malicious Android Apps using Discriminant System Calls. M. Conti, Vinod P., A. Zemmari. Future Generation Computer Systems.94: 333–350 (2019).
  • Deterministic Leader Election Takes $\Theta(D+\log n)$ Bit Rounds. A. Casteigts, Y. Métivier, J.M. Robson, A. Zemmari. Algorithmica. 81(5): 1901-1920(2019).
  • An Intrusion Detection System for the OneM2M Service Layer based on Edge Machine Learning. N. Chaabouni, M. Mosbah, C. Sauvignac, A. Zemmari. In the 18th International Conference on Ad Hoc Networks and Wireless (AdHoc-Now 2019). Luxembourg. 1-3 October 2019.
  • Leveraging The Link Quality Awareness For Body Node Coordinator (BNC) Placement In WBANs. A. Belghith, I. Jemili, R. Negra, M. Mosbah, N. Ouled Abdallah, A. Zemmari. In the 34th ACM/SIGAPP Symposium On Applied Computing (ACM SAC 2019). Limassol, Cyprus. April 8 – 12 2019.
  • Risks and Security of Internet and Systems – 13th International Conference, CRiSIS 2018, Arcachon, France, October 16-18, 2018, Revised Selected Papers. Lecture Notes in Computer Science 11391, Springer 2019, ISBN 978-3-030-12142-6. Akka Zemmari, Mohamed Mosbah, Nora Cuppens-Boulahia, Frédéric Cuppens.

2018

  • SneakLeak+: Large-Scale Klepto Apps Analysis. S. Bhandari, F. Herbreteau, V. Laxmi, P. S. Roop, M. S. Gaur, A. Zemmari. Future Generation Computer Systems. In press, (2018).
  • SWORD: Semantic AWare AndrOid MalwaRe Detector. S. Bhandari, M. S. Gaur, V. Laxmi, S. Naval, R. Panihar, A. Zemmari. Journal of Information Security and Applications. 42: 46-56 (2018).
  • Whac-A-Mole: Smart Node Positioning in Clone Attack in Wireless Sensor Networks. W. Ben Jaballah, M. Conti, G. Filè, M. Mosbah, A. Zemmari. Computer Communications. 119: 66-82 (2018).
  • Privacy Preserving Data-Computation Offloading. V. Laxmi, M. S. Gaur, S. Saharan, A. Zemmari. In the 13th International Conference on Risks and Security of Internet and Systems (CRISIS 2018). Arcachon, France. October 16-18, 2018.
  • Increasing Training Stability for Deep CNNs. P. Gillot, J. Benois-Pineau, Y. Nesterov, A. Zemmari. In the 25th IEEE International Conference on Image Processing (IEEE ICIP 2018). Athens, Greece. October 7-10, 2018.
  • WBAN Path Loss Based Approach For Human Activity Recognition With Machine Learning Techniques. A. Belghith, I. Jemeli, M. Mosbah, R. Negra, A. Zemmari. In the 14th International Wireless Communications & Mobile Computing Conference (IEEE IWCMC 2018). Limassol, Cyprus. June 25-29, 2018.
  • Towards landmarks prediction with Deep Network. M. Beurton-Aimar, V. L. Le, N. Parisey, A. Zemmari. In the 9th International Conference on Pattern Recognition Systems (ICPRS 2018). Valparaíso, Chile. May 22-24, 2018.
  • Algorithmes de Descente de Gradient Stochastique avec le filtrage des paramètres pour l’entraînement des réseaux à convolution profonds. J. Benois-Pineau, P. Gillot, Y. Nesterov, A. Zemmari. Reconnaissance des Formes, Image, Apprentissage et Perception (RFIAP 2018).
  • Automated Morphometrics using Deep Neural Networks : Case Study on a Beneficial Insect Species. M. Beurton-Aimar, V. L. Le, N. Parisey, A. Zemmari. 10ème Symposium de Morphométrie et Évolution des Formes (SMEF 2018)

2017

  • Android inter-app communication threats and detection techniques. S. Bhandari, W. Ben Jaballah, M. Conti, M. S. Gaur, V. Jain, V. Laxmi, M. Mosbah, A. Zemmari. Computers & Security. 70: 392-421 (2017).
  • RDA: A Coq library to reason about randomised distributed algorithms in the message passing model. A. Fontaine, A. Zemmari. Scientific Annals of Computer Science. 26(2): 157-186 (2016).
  • Prediction of visual attention with Deep CNN on artificially degraded videos for studies of attention of Patients with Dementia. J. Benois-Pineau, C. Benamar, S. Chaabouni, F. Tison, A. Zemmari. Multimedia Tools and Applications. 76(21): 22527-22546 (2017).
  • Unraveling Reflection Induced Sensitive Leaks in Android Apps. M. Conti, J. Gajrani, M. S. Gaur, M. Mosbah, V. Laxmi, D. R. Sharma., M. Tripathi, A. Zemmari. In Proceedings of the 12th International Conference on Risks and Security of Internet and Systems (CRISIS 2017), Dinard, France. September 19-21, 2017.
  • SneakLeak: Detecting multipartite leakage paths in Android apps. S. Bhandari, F. Herbreteau, V. Laxmi, P. S. Roop, M. S. Gaur, A. Zemmari. In The 16th IEEE International Conference On Trust, Security And Privacy In Computing And Communications (IEEE TrustCom-17). Sydney, Australia, August 1 - 4, 2017
  • POSTER: Detecting Inter-App Information Leakage Paths. S. Bhandari, F. Herbreteau, V. Laxmi, P. S. Roop, M. S. Gaur, A. Zemmari. In the 12th ACM Asia Conference on Computer and Communications Security (ASIACCS 2017). Abu Dhabi, UAE. 2-6 April 2017.
  • Deep Saliency: Prediction of Interestingness In Video With CNN. S. Chaabouni, J. Benois-Pineau, A. Zemmari, C. Ben Amar. In Visual Content Indexing & Retrieval with Psycho-Visual Models. Springer International Publishing.

2016

  • Randomized Distributed MIS and Colouring Algorithms for Rings with Oriented Edges in O( sqrt(log n)) bit rounds. Y. Métivier, J.M. Robson, A. Zemmari. Information and Computation. 251: 208-214 (2016).
  • A Distributed Enumeration Algorithm and Applications to All Pairs Shortest Paths, Diameter.... Y. Métivier, J.M. Robson, A. Zemmari. Information and Computation. 247:141-151, (2016).
  • Design Patterns in Beeping Algorithms (extended abstract). A. Casteigts, Y. Métivier, J.M. Robson, A. Zemmari. In the 20th Int. Conference on Principles of Distributed Systems (OPODIS 2016). Madrid, Spain. 13-16 December 2016.
  • Deterministic Leader Election Algorithm in O(D + log n) Time with Messages of Size O(1). A. Casteigts, Y. Métivier, J.M. Robson, A. Zemmari. In the 30th Int. Symposium on Distributed Computing (DISC 2016). Paris, France. 26-30 Sep. 2016
  • Certified Impossibility Results and Analyses in Coq of some Randomised Distributed Algorithms. A. Fontaine and A. Zemmari. In the 13th International Colloquium on Theoretical Aspects of Computing (ICTAC 2016). Taipei, Taiwan. 24-31 Oct. 2016.
  • MimeoDroid: Large Scale Dynamic App analysis on Cloned Devices using Machine Learning Classifiers. M. Conti, P. Faruki, M. S. Gaur, V. Laxmi, and A. Zemmari. In the 3rd IEEE International Workshop on Reliability and Security Data Analysis RSDA 2016. Toulouse, France, June 28 - July 1, 2016.
  • MCLSPM: Multi-constraints Link Stable Multicast Routing Protocol in Adhoc Networks. M. S. Gaur, V. Laxmi, V. Rao, G. Singal, S. Todi and A. Zemmari. IFIP Wireless Days 2016. Toulouse, France, March 23-25, 2016.
  • Intersection Automata based Model for Android Application Collusion. S. Bhandari, M. S. Gaur, V. Laxmi and A. Zemmari. In the 30th IEEE International Conference on Advanced Information Networking and Applications (AINA-2016). Crans-Montana, Switzerland. March 23-25, 2016.
  • A Fault-Tolerant Handshake Algorithm for Local Computations. A. Fontaine, M. Mosbah, M. Tounsi and A. Zemmari. The 12-th International Symposium on Frontiers of Information Systems and Network Applications (FINA-2016). Crans-Montana, Switzerland. March 23-25, 2016.
  • Un algorithme distribué d’énumération des noeuds d’un réseau et application au calcul des distances entre 2 noeuds quelconques et du diamètre d’un réseau. Y. Métivier, J.M. Robson, A. Zemmari. AlgoTel 2016, Bayonne, France, May 25, 2016.

2015

  • Analysis of Fully Distributed Splitting and Naming Probabilistic Procedures and Applications. Y. Métivier, J.M. Robson, A. Zemmari. Theoretical Computer Science. 584: 115-130 (2015). (pdf)
  • Lightweight Secure Group Communications for Resource Constrained Devices. W. Ben Jaballah, M. Mosbah, H. Youssef , A. Zemmari. International Journal of Space-Based and Situated Computing. 5(4):187-200 (2015).
  • A Totally Distributed Fair Scheduler for Population Protocols by Probablistic Handshakes. N. Ouled Abdallah, M. Jmaiel, M. Mosbah and A. Zemmari. In the 12th International Colloquium on Theoretical Aspects of Computing (ICTAC 2015). Cali, Colombia, October 29-31, 2015.
  • DRACO: DRoid Analyst COmbo, An Android Malware Analysis Framework. M. Anikeev, S. Bhandari, R. Gupta, M.S. Gaur, V. Laxmi, A. Zemmari. In 8th International Conference on Security of Information and Networks (SIN 2015). Sochi, Russia, September 8-10, 2015 .

2014

  • On Lower Bounds for the Time and the Bit Complexity of some Probabilistic Distributed Graph Algorithms. A. Fontaine, Y. Métivier, J.M. Robson, A. Zemmari. In 40th International Conference on Current Trends in Theory and Practice of Computer Science (SOFSEM 2014). High Tatras, Slovakia, January 25-30, 2014.
  • Greedy Flooding in Redoubtable Sensor Networks. M. Jmail, M. Mosbah, N. Ouled Abdallah, A. Zemmari . In the 28th IEEE International Conference on Advanced Information Networking and Applications (AINA-2014). Victoria, Canada, May 13-16, 2014.

2013

  • Optimal Bit Complexity Randomised Distributed MIS and Maximal Matching Algorithms for Anonymous Rings. A. Fontaine, Y. Métivier, J.M. Robson, A. Zemmari. Information and Computation. 233:32-40, 2013. (pdf)
  • On the Time and the Bit Complexity of Distributed Randomised Anonymous Ring Colouring. Y. Métivier, J.M. Robson, N. Saheb-Djahromi, A. Zemmari. Theoretical Computer Science. 502:64-75, 2013. (pdf)
  • Randomized Broadcasting in Wireless Mobile Sensor Networks. H. Hadj Kacem, M. Mosbah, N. Ouled Abdallah, and A. Zemmari. Concurrency and Computation : Practice and Experience. 25(2): 203-217, 2013.
  • Analysis of Fully Distributed Splitting and Naming Probabilistic Procedures and Applications. Y. Métivier, J.M. Robson, A. Zemmari. In the 20th International Colloquium on Structural Information and Communication Complexity (SIROCCO 2013). Ischia, Italy, July 1–3, 2013.
  • Lightweight Source Authentication Mechanisms for Group Communications in Wireless Sensor Networks. W. Ben Jaballah, M. Mosbah, H. Youssef, A. Zemmari. In the 27th IEEE International Conference on Advanced Information Networking and Applications (AINA-2013). Barcelona, Spain, March 25 - 28, 2013.
  • Une Analyse Formelle en Coq d’un Algorithme Distribué Probabiliste résolvant le Problème du Rendez-Vous. A. Fontaine, A. Zemmari. Journées francophones des langages applicatifs (JFLA). 2013.

2011

  • An Optimal Bit Complexity Randomized Distributed MIS Algorithm. Y. Métivier, J.M. Robson, N. Saheb-Djahromi and A. Zemmari. Distributed Computing. 23:331-340, 2011. (pdf)

2010

  • About randomised distributed graph coloring and graph partition algorithms. Y. Métivier, J.M. Robson, N. Saheb-Djahromi and A. Zemmari. Information and Computation. 208:1296-1304, 2010. (pdf)
  • Sublinear Fully Distributed Partition with Applications. Bilel Derbel, Mohamed Mosbah and Akka Zemmari. Theory of Computing Systems. 47(2):368-404, 2010. (pdf)
  • Uniform Election in Trees and Polyominoids. A. El Hibaoui, J.M. Robson, N. Saheb-Djahromi and A. Zemmari. Discrete Applied Mathematics. 158:981-987, 2010. (pdf)
  • The Bit Complexity of a Randomised Distributed (Delta+1) Colouring Algorithm on Ring Graphs. Y. Métivier, J.M. Robson, N. Saheb-Djahromi, A. Zemmari. In GASCOM 2010, September 2-4, 2010. Montréal, UQAM, Canada.
  • Broadcast in Wireless Mobile Sensor Networks with Population Protocols and Extension with the Rendezvous Model. H. Hadj Kacem, M. Mosbah, N. Ouled Abdallah, A. Zemmari. In 10th International Conference on New Technologies of Distributed Systems (NOTERE 2010). 31 mai - 2 juin 2010, Tozeur, Tunisie.

2009

  • BA: Analysis of an Optimal Bit Complexity Randomised Distributed Vertex Colouring Algorithm. Y. Métivier, J.M. Robson, N. Saheb-Djahromi, A. Zemmari. In 13th International Conference On Principles Of DIstributed Systems. December 15-18, 2009. Nimes, France.
  • An Optimal Bit Complexity Randomised Distributed MIS Algorithm. Y. Métivier, J.M. Robson, N. Saheb-Djahromi, A. Zemmari. In 16th International Colloquium on Structural Information and Communication Complexity (SIROCCO 2009). May 25-27, 2009. Piran, Slovenia.
  • Election Algorithms with Random Delays in Trees. Jean-François Marckert, Nasser Saheb-Djahromi and Akka Zemmari. In 21st International Conference on Formal Power Series and Algebraic Combinatorics (FPSAC 2009). July 20-24, 2009. Hagenberg, Austria.

2008

  • Analysis of a Randomised Dynamic Timetable Handshake Algorithm. A. El Hibaoui, Y. Métivier, J.M. Robson, N. Saheb-Djahromi and A. Zemmari. Pure Mathematics and Applications (Algebra and Theoretical Computer Science) . 19:159-169, 2008.
  • On Handshakes in Random Graphs. Akka Zemmari. Information Processing Letters. 108:119-123, 2008.(pdf)
  • Analysis of a Randomized Dynamic Timetable Handshake Algorithm. A. El Hibaoui, Y. Métivier, J.M. Robson, N. Saheb-Djahromi, A. Zemmari. In GASCOM 2008. Bibbiena (Arezzo-ITALY). June 16-19, 2008.
  • A Probabilistic Model for Distributed Merging of Mobile Agents. Shehla Abbas, Mohamed Mosbah and Akka Zemmari. In 2nd International Workshop on Verification and Evaluation of Computer and Communication Systems (VECoS 2008). Leeds, U.K. July 2-3, 2008.

2007

  • A Generic Distributed Algorithm for Computing by Random Mobile Agents. S. Abbas, M. Mosbah, A. Zemmari. In 10th Pacific Rim International Workshop On Multi-Agents ( PRIMA'2007). Bangkok, Nov 21 - 23, 2007. Springer Verlag LNCS series.
  • A Self-stabilizing Distributed Algorithm For Resolving Conflicts. B. Hamid, M. Mosbah, A. Zemmari. In 2nd International Workshop On Reliability in Decentralized Distributed Systems(RDDS'2007). Vilamoura, Algarve, Portugal, Nov 25 - 30, 2007.
  • Merging Time of Random Mobile Agents. S. Abbas, M. Mosbah, A. Zemmari. In (LDIC'2007). Bremen, Allemagne, August 28th - 30th, 2007. Procedings of LDIC. Pages 179-189, Springer Verlag.
  • Collecte d'informations par des agents mobiles. S. Abbas, M. Mosbah, A. Zemmari. In New Technologies for Distributed Systems (NOTERE'2007 ). Marrakech, Maroc, Juin 4-8, 2007. Hermes.

2006

  • Broadcast in the Rendezvous Model. Philipe Duchon, Nicolas Hanusse, Nasser Saheb and Akka Zemmari. Information and Computation. 204:697-712, 2006. (pdf)
  • Using Graph Relabelling Systems for Resolving Conflicts. M. Mosbah, A. Sellami, A. Zemmari. In New Technologies for Distributed Systems (NOTERE'2006). 6-9 juin, 2006 Toulouse, France. Pages 283-294. Edition Lavoisier, Hermes.
  • Distributed Computation of a Spanning Tree in a Dynamic Graph by Mobile Agents. S. Abbas, M. Mosbah, A. Zemmari. In IEEE International Conference on Engineering of Intelligent Systems (ICEIS 2006). April 22-23, 2006. Islamabad, Pakistan.
  • Fast Distributed Graph Partition and Application. B. Derbel, M. Mosbah and A. Zemmari. In 20th IEEE International Parallel & Distributed Processing Symposium (IPDPS 2006). April 25, 2006. Rhodes Island, Greece.

2005

  • Locally Guided Randomized Elections in Trees: the Totally Fair Case. Yves Métivier, Nasser Saheb and Akka Zemmari. Information and Computation, 198:40-55, 2005. (pdf)
  • Polyominoids and Uniform Election. A. El Hibaoui, N. Saheb-Djahromi, A. Zemmari. In 17th International Conference on Formal Power Series and Algebraic Combinatorics (FPSAC 2005). June 20, 2005. Taormina, Sicily, Italy.
  • A Uniform Probabilistic Election Algorithm in k-Trees. A. El Hibaoui, N. Saheb-Djahromi, A. Zemmari. In 17th IMACS World Congress : Scientific Computation, Applied Mathematics and Simulation (IMACS 2005). July 11 - 15, 2005. Paris, France

2004

  • Broadcast in the Rendezvous Model. P. Duchon, N. Hanusse, N. Saheb, A. Zemmari. In 21st International Symposium on Theoretical Aspects of Computer Science (STACS 2004). March 25-27, 2004. Montpellier, France.

2003

  • Broadcast Using Rendezvous (Extended Abstract). Philipe Duchon, Nicolas Hanusse, Nasser Saheb and Akka Zemmari. Breif announcement In 17th International Symposium on Distributed Computing (DISC 2003). October 1-3, 2003. Sorrento, Italy.
  • A Uniform Randomized Election in Trees (Extended Abstract). Yves Métivier, Nasser Saheb and Akka Zemmari. In 10th International Colloquium on Structural Information & Communication Complexity (SIROCCO 2003). Carleton University Press, June 2003.
  • Analysis of a Randomized Rendez Vous Algorithm. Yves Métivier, Nasser Saheb and Akka Zemmari. Information and Computation, 184:109-128, 2003. (pdf)
  • The compactness of adaptive routing tables. Cyril Gavoille and Akka Zemmari. Journal of Discrete Algorithms, 1:237-254, 2003. (pdf)

2002

  • Randomized Local Elections. Yves Métivier, Nasser Saheb and Akka Zemmari. Information Processing Letters, Volume 82, Issue 6.313-320, 2002. (pdf)

2001

  • Uniform Randomized Election in Trees. Yves Métivier, Nasser Saheb and Akka Zemmari. In GASCOM’2001. November 2001. Certosa di Pontignano (Sienne), Italie.

2000

  • Methods for Computing the Concurrency Degree in Commutation Monoids. Nasser Saheb and Akka Zemmari. In 12-th International Conference on Formal Power Series and Algebraic Combinatorics ( FPSAC 2000 ), pages 731-742. Springer, June 2000. Moscow, Russie.
  • The Compactness of Adaptive Routing Tables. Cyril Gavoille and Akka Zemmari. In 7-th International Colloquium on Structural Information & Communication Complexity (SIROCCO 2000), pages 127-140. Carleton Scientific, June 2000. Aquila, Italie.
  • Randomized Rendezvous. Yves Métivier, Nasser Saheb and Akka Zemmari. In Colloquium on Mathematics and Computer Science. Trends in Mathematics series, pages 183-194. Birkhauser, September 2000. Paris, France.