David Laiymani

@inproceedings{1cc57b91-c70f-46ca-a65a-094cdd4cf77a, title = {Developing a Tuberculosis Q\&A Database Using Q\&A-ET: Question and Answer Evaluator Toolkit}, author = {Al Akl, Jihad and Abou Jaoude, Chady and Chami, Zahi and Guyeux, Christophe and Laiymani, David and Sola, Christophe}, year = {2025}, address = {Byblos, Lebanon}, booktitle = {5th IEEE Middle East and North Africa COMMunications Conference (MENACOMM 2025)}, editor = {}, month = {feb} }

@inproceedings{aa8f5780-a77e-4226-93f7-790113b56f6e, title = {Beyond Equality Matching: Custom Loss functions for Semantics-Aware ICD-10 Coding}, author = {Bou Hatoum, Monah and Charr, Jean-claude and Ghaddar, Alia and Guyeux, Christophe and Laiymani, David}, year = {2025}, address = {Porto, Portugal}, booktitle = {17th international conference on agents and artificial intelligence (ICAART 2025)}, editor = {}, month = {feb}, url = {https://publiweb.femto-st.fr/tntnet/entries/20997/documents/author/data} }

@inproceedings{c8d406c2-48af-4e74-85cd-554dfcf960ea, title = {Leveraging LLM-powered Systems to Accelerate Mycobacterium tuberculosis Research Step One: From Documents to the Vectorstore}, author = {Guyeux, Christophe and Laiymani, David and Sola, Christophe}, year = {2024}, address = {Grosseto, Italy}, booktitle = {10th Annual Conference on machine Learning, Optimization and Data science (LOD 2024)}, editor = {}, month = {sep}, url = {https://publiweb.femto-st.fr/tntnet/entries/20583/documents/author/data} }

@inproceedings{15a2d2d8-e407-4438-ae9d-81660918f6c3, title = {A methodology for emergency calls severity prediction: from pre-processing to BERT-based classifiers}, author = {Abi Kanaan, Marianne and Couchot, Jean-Fran\c{c}ois and Guyeux, Christophe and Laiymani, David and Atechian, Talar and Darazi, Rony}, year = {2023}, address = {Leon, Spain}, booktitle = {19th Artificial Intelligence Applications and Innovations conference (AIAI 2023)}, editor = {}, month = {jun}, pages = {329 - 342}, url = {https://publiweb.femto-st.fr/tntnet/entries/19812/documents/author/data}, volume = {675}, doi = {10.1007/978-3-031-34111-3_28}, publisher = {Springer} }

@inproceedings{723e1106-1604-4010-87cc-55b6a4e62995, title = {Automatic ICD-10 Code Association: A Challenging Task on French Clinical Texts}, author = {Tchouka, Yakini and Couchot, Jean-Fran\c{c}ois and Laiymani, David and Selles, Philippe and Rahmani, Azzedine}, year = {2023}, address = {L'Aquila, Italy}, booktitle = {36th IEEE International Symposium on Computer Based Medical Systems (CBMS 2023)}, editor = {723e1106-1604-4010-87cc-55b6a4e62995-editor.pdf}, month = {jun}, pages = {91 - 96}, url = {https://publiweb.femto-st.fr/tntnet/entries/20296/documents/author/data}, doi = {htpps://doi.org/10.1109/CBMS58004.2023.00198} }

@inproceedings{ad801255-6498-418b-9620-c7960fedb571, title = {Overstock Prediction Using Machine Learning in Retail Industry}, author = {Agbemadon, Kodjo Bernard and Couturier, Raphael and Laiymani, David}, year = {2023}, address = {Shanghai, China}, booktitle = {3rd IEEE International Conference on Computer, Control and Robotics (ICCCR 2023)}, editor = {ad801255-6498-418b-9620-c7960fedb571-editor.pdf}, month = {mar}, pages = {439 - 444}, url = {https://publiweb.femto-st.fr/tntnet/entries/20269/documents/author/data}, doi = {10.1109/ICCCR56747.2023.10194060} }

@inproceedings{2d4c2089-5869-4a0a-ae0e-c05aa9e409ac, title = {EMTE: An Enhanced Medical Terms Extractor using pattern matching rules}, author = {Bou Hatoum, Monah and Charr, Jean-claude and Ghaddar, Alia and Guyeux, Christophe and Laiymani, David}, year = {2023}, address = {Lisbon, Portugal}, booktitle = {15th international conference on agents and artificial intelligence (ICAART 2023)}, editor = {2d4c2089-5869-4a0a-ae0e-c05aa9e409ac-editor.pdf}, month = {feb}, pages = {301 - 311}, url = {https://publiweb.femto-st.fr/tntnet/entries/19543/documents/author/data}, volume = {2}, doi = {10.5220/0011717300003393} }

@inproceedings{e381c15c-21cc-4c69-a0a2-40d60d4d9a8c, title = {UTP: A Unified Term Presentation Tool for Clinical Textual Data Using Pattern-Matching Rules and Dictionary-Based Ontologies}, author = {Bou Hatoum, Monah and Charr, Jean-claude and Guyeux, Christophe and Laiymani, David and Ghaddar, Alia}, year = {2023}, address = {Lisbon, Portugal}, booktitle = {15th international conference on agents and artificial intelligence (ICAART 2023)}, editor = {}, month = {feb}, pages = {353 - 369}, url = {https://publiweb.femto-st.fr/tntnet/entries/20436/documents/author/data}, volume = {14546}, doi = {10.1007/978-3-031-55326-4_17}, publisher = {Springer}, series = {Lecture Notes in Computer Science (LNCS)} }

@inproceedings{42e58758-d362-402e-bd2d-c4a3fe2acb04, title = {In-network data processing approach for heterogeneous wireless sensor networks}, author = {Atoui, Ibrahim and Makhoul, Abdallah and Couturier, Raphael and Laiymani, David}, year = {2022}, address = {Dubrovnik, Croatia}, booktitle = {18th IEEE International Wireless Communications and Mobile Computing Conference (IWCMC 2022)}, month = {may}, url = {https://publiweb.femto-st.fr/tntnet/entries/19028/documents/author/data} }

@inproceedings{6b98229b-07a3-4fca-9fd1-f3a74010b2b4, title = {Churn detection using machine learning in the retail industry}, author = {Agbemadon, Kodjo Bernard and Couturier, Raphael and Laiymani, David}, year = {2022}, address = {Shanghai, China}, booktitle = {2nd IEEE International Conference on Computer, Control and Robotics (ICCCR 2022)}, editor = {6b98229b-07a3-4fca-9fd1-f3a74010b2b4-editor.pdf}, month = {mar}, pages = {172 - 178}, url = {https://publiweb.femto-st.fr/tntnet/entries/19090/documents/author/data}, doi = {10.1109/ICCCR54399.2022.9790213} }

@inproceedings{741335a5-a86a-4164-a646-366d90e8637a, title = {Continuous energy-efficient monitoring model for mobile ad hoc networks}, author = {Battat, Nadia and Makhoul, Abdallah and Laiymani, David and Kheddouci, Hamamache}, year = {2021}, address = {Harbin, China}, booktitle = {17th IEEE International Wireless Communications and Mobile Computing Conference (IWCMC 2021)}, month = {jun}, url = {https://publiweb.femto-st.fr/tntnet/entries/17412/documents/author/data} }

@inproceedings{3e185566-b4fa-47fb-8082-56bb15f8d487, title = {A Distributed Processing Technique for Sensor Data Applied to Underwater Sensor Networks}, author = {Mortada, Mohamad and Makhoul, Abdallah and Abou Jaoude, Chady and Moustafa Harb, Hassan and Laiymani, David}, year = {2019}, address = {Tangier, Morocco}, booktitle = {15th International Wireless Communications and Mobile Computing Conference (IWCMC 2019)}, month = {jun}, pages = {8}, url = {https://publiweb.femto-st.fr/tntnet/entries/15635/documents/author/data}, doi = {10.1109/IWCMC.2019.8766742} }

@inproceedings{6f861c09-aea2-4f92-96b7-686e28c27272, title = {A new autonomous data transmission reduction method for wireless sensors networks}, author = {Bou Tayeh, Gaby and Makhoul, Abdallah and Demerjian, Jacques and Laiymani, David}, year = {2018}, address = {Jounieh, Lebanon}, booktitle = {IEEE Middle East and North Africa COMMunications Conference (MENACOMM 2018)}, month = {apr}, pages = {6}, doi = {10.1109/MENACOMM.2018.8371030}, organization = {IEEE} }

@inproceedings{eml14:ip, title = {Local Emergency Detection Approach for Saving Energy in Wireless Body Sensor Networks}, author = {Elghers, Sabrina and Makhoul, Abdallah and Laiymani, David}, year = {2014}, address = {Larnaca, Cyprus}, booktitle = {WIMOB 2014, 10th IEEE Int. Conf. on Wireless and Mobile Computing, Networking and Communications}, month = {oct}, pages = {585-591}, doi = {10.1109/WiMOB.2014.6962229}, publisher = {IEEE} }

@inproceedings{hmlj+14:ip, title = {K-Means Based Clustering Approach for Data Aggregation in Periodic Sensor Networks}, author = {Moustafa Harb, Hassan and Makhoul, Abdallah and Laiymani, David and Jaber, Ali and Tawil, Rami}, year = {2014}, address = {Larnaca, Cyprus}, booktitle = {WIMOB 2014, 10th IEEE Int. Conf. on Wireless and Mobile Computing, Networking and Communications}, month = {oct}, pages = {434--441}, doi = {10.1109/WiMOB.2014.6962207} }

@inproceedings{rzlg+14:ip, title = {Simulation of asynchronous iterative algorithms using SimGrid}, author = {Ramamonjisoa, Charles-Emile and Ziane Khodja, Lilia and Laiymani, David and Giersch, Arnaud and Couturier, Raphael}, year = {2014}, address = {Paris, France}, booktitle = {HPCC 2014, 16th IEEE Int. Conf. on High Performance Computing and Communications}, month = {aug}, pages = {890--895}, doi = {10.1109/HPCC.2014.155}, publisher = {IEEE} }

@inproceedings{lm13:ip, title = {Adaptive data collection approach for periodic sensor networks}, author = {Laiymani, David and Makhoul, Abdallah}, year = {2013}, address = {Belgrade, Serbia}, booktitle = {IWCMC 2013, 9th IEEE Int. Wireless Communications and Mobile Computing Conference}, month = {jul}, pages = {1448--1453}, url = {http://dx.doi.org/10.1109/IWCMC.2013.6583769}, doi = {10.1109/IWCMC.2013.6583769}, publisher = {IEEE} }

@inproceedings{clm10b:ip, title = {MAHEVE: An Efficient Reliable Mapping of Asynchronous Iterative Applications on volatile and Heterogeneous Environments}, author = {Couturier, Rapha\"el and Laiymani, David and Miqu\'ee, S\'ebastien}, year = {2011}, address = {Ischia, Italy}, booktitle = {HeteroPar'10, 8-th Int. Workshop on Algorithms, Models and Tools for Parallel Computing on Heterogeneous Platforms}, month = {aug}, pages = {31--39}, url = {https://publiweb.femto-st.fr/tntnet/entries/294/documents/author/data}, volume = {6586}, doi = {10.1007/978-3-642-21878-1_5}, series = {Lecture Notes in Computer Science (LNCS)} }

@inproceedings{abbcl+11:ip, title = {Gridification of a Radiotherapy Dose Computation Application with the XtremWeb-CH Environment}, author = {Abdennadher, Nabil and Ben Belgacem, Mohamed and Couturier, Raphael and Laiymani, David and Miquee, S\'ebastien and Niinim\"aki, Marko and Sauget, Marc}, year = {2011}, address = {Oulu, Finland}, booktitle = {6th International Conference on Grid and Pervasive Computing (GPC 2011)}, month = {may}, pages = {188 - 197}, url = {https://publiweb.femto-st.fr/tntnet/entries/442/documents/author/data}, volume = {6646}, series = {Lecture Notes in Computer Science (LNCS)} }

@inproceedings{clm10:ip, title = {Mapping Asynchronous Iterative Applications on Heterogeneous Distributed Architectures}, author = {Couturier, Rapha\"el and Laiymani, David and Miqu\'ee, S\'ebastien}, year = {2010}, address = {Atlanta, United States}, booktitle = {IPDPS'10, ACM/IEEE Int. Parallel and Distributed Processing Symposium, Workshop on Parallel and Distributed Scientific and Engineering Computing}, pages = {1--8}, url = {http://dx.doi.org/10.1109/IPDPSW.2010.5470762}, doi = {10.1109/IPDPSW.2010.5470762} }

@inproceedings{ccl09a:ip, title = {JACEP2P-V2: a Fully Decentralized and Fault Tolerant Environment for Executing Parallel Iterative Asynchronous Applications on Volatile Distributed Architectures}, author = {Couturier, Raphael and Laiymani, David and Charr, jean-Claude}, year = {2009}, address = {Geneva, Switzerland}, booktitle = {GPC'09, 4th Int. Conf. on Grid and Pervasive Computing}, month = {may}, pages = {446 - 458}, url = {http://dx.doi.org/10.1007/978-3-642-01671-4_40}, volume = {5529}, doi = {10.1007/978-3-642-01671-4_40}, series = {Lecture Notes in Computer Science (LNCS)} }

@inproceedings{ccl09b:ip, title = {Parallel Numerical Asynchronous Iterative Algorithms: Large Scale Experimentations}, author = {Charr, Jean-Claude and Couturier, Rapha\"el and Laiymani, David}, year = {2009}, address = {Roma, Italy}, booktitle = {IPDPS'09, 23-rd IEEE/ACM Int. Parallel and Distributed Processing Symposium}, month = {may}, pages = {1--8}, url = {http://dx.doi.org/10.1109/IPDPS.2009.5161158}, doi = {10.1109/IPDPS.2009.5161158} }

@inproceedings{clm09:ip, title = {High Performance Computing Using ProActive Environment and The Asynchronous Iteration Model}, author = {Couturier, Rapha\"el and Laiymani, David and Miqu\'ee, S\'ebastien}, year = {2009}, address = {Rome, Italy}, booktitle = {IPDPS'09, ACM/IEEE Int. Parallel and Distributed Processing Symposium}, pages = {1--7}, url = {http://dx.doi.org/10.1109/IPDPS.2009.5161086}, doi = {10.1109/IPDPS.2009.5161086} }

@inproceedings{ccl08:np, title = {Un algorithme d\'ecentralis\'e et asynchrone pour la d\'etection de la convergence dans un environnement volatil}, author = {Chamagne, Jean-Claude and Couturier, Rapha\"el and Laiymani, David}, year = {2008}, address = {Fribourg, Switzerland}, booktitle = {Renpar 2008}, month = {feb}, pages = {8} }

@inproceedings{bcl08:ip, title = {Comparison of the Conjugate Gradient of NAS benchmark and of the Multisplitting algorithm with the Jace environment}, author = {Bahi, Jacques and Couturier, Rapha\"el and Laiymani, David}, year = {2008}, address = {Miami, Florida, United States}, booktitle = {IPDPS'08, ACM/IEEE Int. Parallel and Distributed Processing Symposium} }

@inproceedings{bclm07a:ip, title = {Java and asynchronous iterative applications: large scale experiments}, author = {Bahi, Jacques and Couturier, Rapha\"el and Laiymani, David and Mazouzi, Kamel}, year = {2007}, address = {Long Beach, California, United States}, booktitle = {IPDPS'07, 21th IEEE and ACM Int. Symposium on Parallel and Distributed Processing Symposium}, month = {mar}, pages = {8}, url = {http://dx.doi.org/10.1109/IPDPS.2007.370420}, doi = {10.1109/IPDPS.2007.370420} }

@inproceedings{bclm07b:ip, title = {A Comparative Study of Two Java High Performance Environments for Implementing Parallel Iterative Methods}, author = {Bahi, Jacques and Couturier, Rapha\"el and Laiymani, David and Mazouzi, Kamel}, year = {2007}, address = {Guangzhou, China}, booktitle = {APPT'07, Advanced Parallel Programming Technologies}, pages = {313--321} }

@inproceedings{bccl07:ip, title = {A Parallel Algorithm to Solve Large Stiff ODE Systems on Grid Systems}, author = {Bahi, Jacques and Charr, Jean-Claude and Couturier, Rapha\"el and Laiymani, David}, year = {2007}, address = {Austin, Texas, United States}, booktitle = {Cluster 2007, Int. Conf. on Cluster Computing}, pages = {534--541}, url = {http://dx.doi.org/10.1109/CLUSTR.2007.4629280}, doi = {10.1109/CLUSTR.2007.4629280} }

@inproceedings{dflnp06:oip, title = {Design and experimentations of an efficient data management service for NES architectures}, author = {Nicod, Jean-Marc and Philippe, Laurent and Del Fabbro, Bruno and Laiymani, David}, year = {2006}, address = {Seoul, Korea}, booktitle = {VLDB DMG 06, 2nd VLDB Workshop on Data Management in Grids}, editor = {Pierson, J.-M.}, month = {sep}, pages = {62--75}, url = {https://publiweb.femto-st.fr/tntnet/entries/470/documents/author/data} }