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David Laiymani
Publications de David Laiymani
2024 (2)
- inproceedings - Leveraging LLM-powered Systems to Accelerate Mycobacterium tuberculosis Research Step One: From Documents to the Vectorstore
10th Annual Conference on machine Learning, Optimization and Data science (LOD 2024) / Grosseto, Italy (2024)
Guyeux, Christophe | Laiymani, David | Sola, Christophe - article - Combining a multi-feature neural network with multi-task learning for emergency calls severity prediction
Array (Volume 21, mar 2024, Pages :100333 (12))
Abi Kanaan, Marianne | Couchot, Jean-François | Guyeux, Christophe | Laiymani, David | Atechian, Talar | Darazi, Rony
2023 (4)
- inproceedings - A methodology for emergency calls severity prediction: from pre-processing to BERT-based classifiers
19th Artificial Intelligence Applications and Innovations conference (AIAI 2023) / Leon, Spain (Publisher : Springer, Volume 675, 2023, Pages pages 329 - 342)
Abi Kanaan, Marianne | Couchot, Jean-François | Guyeux, Christophe | Laiymani, David | Atechian, Talar | Darazi, Rony - inproceedings - Overstock Prediction Using Machine Learning in Retail Industry
3rd IEEE International Conference on Computer, Control and Robotics (ICCCR 2023) / Shanghai, China (2023, Pages pages 439 - 444)
Agbemadon, Kodjo Bernard | Couturier, Raphael | Laiymani, David - inproceedings - EMTE: An Enhanced Medical Terms Extractor using pattern matching rules
15th international conference on agents and artificial intelligence (ICAART 2023) / Lisbon, Portugal (Volume 2, 2023, Pages pages 301 - 311)
Bou Hatoum, Monah | Charr, Jean-claude | Ghaddar, Alia | Guyeux, Christophe | Laiymani, David - inproceedings - UTP: A Unified Term Presentation Tool for Clinical Textual Data Using Pattern-Matching Rules and Dictionary-Based Ontologies
15th international conference on agents and artificial intelligence (ICAART 2023) / Lisbon, Portugal (Publisher : Springer, Volume 14546, Series Lecture Notes in Computer Science (LNCS), 2023, Pages pages 353 - 369)
Bou Hatoum, Monah | Charr, Jean-claude | Guyeux, Christophe | Laiymani, David | Ghaddar, Alia
2022 (4)
- inproceedings - In-network data processing approach for heterogeneous wireless sensor networks
18th IEEE International Wireless Communications and Mobile Computing Conference (IWCMC 2022) / Dubrovnik, Croatia (2022)
Atoui, Ibrahim | Makhoul, Abdallah | Couturier, Raphael | Laiymani, David - inproceedings - Churn detection using machine learning in the retail industry
2nd IEEE International Conference on Computer, Control and Robotics (ICCCR 2022) / Shanghai, China (2022, Pages pages 172 - 178)
Agbemadon, Kodjo Bernard | Couturier, Raphael | Laiymani, David - article - The usefulness of NLP techniques for predicting peaks in firefighter interventions due to rare events
Neural Computing & Applications (Volume 34, 2022, Pages :10117 - 10132)
Cerna Nahuis, Selene Leya | Guyeux, Christophe | Laiymani, David - article - A Multi-Tier Data Prediction Mechanism for the Internet of Things Networks
Wireless Personal Communications ( 2022)
Moustafa Harb, Hassan | Abou Jaoude, Chady | Laiymani, David | Makhoul, Abdallah | Zaki, Chamseddine
2021 (1)
- inproceedings - Continuous energy-efficient monitoring model for mobile ad hoc networks
17th IEEE International Wireless Communications and Mobile Computing Conference (IWCMC 2021) / Harbin, China (2021)
Battat, Nadia | Makhoul, Abdallah | Laiymani, David | Kheddouci, Hamamache
2019 (2)
- inproceedings - A Distributed Processing Technique for Sensor Data Applied to Underwater Sensor Networks
15th International Wireless Communications and Mobile Computing Conference (IWCMC 2019) / Tangier, Morocco (2019, Pages pages 8)
Mortada, Mohamad | Makhoul, Abdallah | Abou Jaoude, Chady | Moustafa Harb, Hassan | Laiymani, David - article - EK-means: a New Clustering Approach for Datasets Classification in Sensor Networks
Ad Hoc Networks (Volume 84, mar 2019, Pages :158 - 159)
Rida, Mohamad | Makhoul, Abdallah | Moustafa Harb, Hassan | Laiymani, David | Barhamgi, Mahmoud
2018 (2)
- article - A distributed real-time data prediction and adaptive sensing approach for wireless sensor networks
Pervasive and Mobile Computing (Volume 49, sep 2018, Pages :62 - 75)
Bou Tayeh, Gaby | Makhoul, Abdallah | Laiymani, David | Demerjian, Jacques - inproceedings - A new autonomous data transmission reduction method for wireless sensors networks
IEEE Middle East and North Africa COMMunications Conference (MENACOMM 2018) / Jounieh, Lebanon (2018, Pages pages 6)
Bou Tayeh, Gaby | Makhoul, Abdallah | Demerjian, Jacques | Laiymani, David
2017 (1)
- article - A Distance-based Data Aggregation Technique for Periodic Sensor Networks
ACM Transactions on Sensor Networks (Volume 13, Issue (4), sep 2017, Pages :32 (40))
Moustafa Harb, Hassan | Makhoul, Abdallah | Laiymani, David | Jaber, Ali
2015 (3)
- article - Residual Energy-based Adaptive Data Collection Approach for Periodic Sensor Networks
Ad Hoc Networks (Volume 35, Issue (*), dec 2015, Pages :149 - 160)
Makhoul, Abdallah | Moustafa Harb, Hassan | Laiymani, David - incollection - An Analysis of Variance-based Methods for Data Aggregation in Periodic Sensor Networks
Transactions on Large-Scale Data- and Knowledge-Centered Systems XXII (Publisher : Springer, Editor : Hameurlain, Abdelkader and Roland Wagner , Josef Küng, Volume 9430, Series Lecture Notes in Computer Science (LNCS), jul 2015, Pages 165 - 183)
Moustafa Harb, Hassan | Makhoul, Abdallah | Laiymani, David | Jaber, Ali | Bazzi, Oussama - article - An Adaptive Scheme for Data Collection and Aggregation in Periodic Sensor Networks
International Journal of Sensor Networks (IJSN) (Volume 18, Issue (1/2), jun 2015, Pages :62 - 74)
Makhoul, Abdallah | Laiymani, David | Moustafa Harb, Hassan | Bahi, Jacques
2014 (3)
- inproceedings - Local Emergency Detection Approach for Saving Energy in Wireless Body Sensor Networks
WIMOB 2014, 10th IEEE Int. Conf. on Wireless and Mobile Computing, Networking and Communications / Larnaca, Cyprus (Publisher : IEEE, 2014, Pages pages 585-591)
Elghers, Sabrina | Makhoul, Abdallah | Laiymani, David - inproceedings - K-Means Based Clustering Approach for Data Aggregation in Periodic Sensor Networks
WIMOB 2014, 10th IEEE Int. Conf. on Wireless and Mobile Computing, Networking and Communications / Larnaca, Cyprus (2014, Pages pages 434--441)
Moustafa Harb, Hassan | Makhoul, Abdallah | Laiymani, David | Jaber, Ali | Tawil, Rami - inproceedings - Simulation of asynchronous iterative algorithms using SimGrid
HPCC 2014, 16th IEEE Int. Conf. on High Performance Computing and Communications / Paris, France (Publisher : IEEE, 2014, Pages pages 890--895)
Ramamonjisoa, Charles-Emile | Ziane Khodja, Lilia | Laiymani, David | Giersch, Arnaud | Couturier, Raphael
2013 (1)
- inproceedings - Adaptive data collection approach for periodic sensor networks
IWCMC 2013, 9th IEEE Int. Wireless Communications and Mobile Computing Conference / Belgrade, Serbia (Publisher : IEEE, 2013, Pages pages 1448--1453)
Laiymani, David | Makhoul, Abdallah
2012 (1)
- article - Adaptation and Evaluation of the Multisplitting-Newton and Waveform Relaxation Methods Over Distributed Volatile Environments
International Journal of Parallel Programming (Volume 40, Issue (2), apr 2012, Pages :164--183)
Charr, Jean-claude | Couturier, Raphael | Laiymani, David
2011 (3)
- inproceedings - MAHEVE: An Efficient Reliable Mapping of Asynchronous Iterative Applications on volatile and Heterogeneous Environments
HeteroPar'10, 8-th Int. Workshop on Algorithms, Models and Tools for Parallel Computing on Heterogeneous Platforms / Ischia, Italy (Volume 6586, Series Lecture Notes in Computer Science (LNCS), 2011, Pages pages 31--39)
Couturier, Raphael | Laiymani, David | Miquee, Sébastien - article - JACEP2P-V2: a Fully Decentralized and Fault Tolerant Environment for Executing Parallel Iterative Asynchronous Applications on Volatile Distributed Architectures
Future Generation Computer Systems-The International Journal of eScience (Volume 27, Issue (5), may 2011, Pages :606--613)
Charr, Jean-claude | Couturier, Raphael | Laiymani, David - inproceedings - Gridification of a Radiotherapy Dose Computation Application with the XtremWeb-CH Environment
6th International Conference on Grid and Pervasive Computing (GPC 2011) / Oulu, Finland (Volume 6646, Series Lecture Notes in Computer Science (LNCS), 2011, Pages pages 188 - 197)
Abdennadher, Nabil | Ben Belgacem, Mohamed | Couturier, Raphael | Laiymani, David | Miquee, Sébastien | Niinimäki, Marko | Sauget, Marc
2010 (3)
- article - A Decentralized and Fault Tolerant Convergence Detection Algorithm for Asynchronous Iterative Algorithms
The Journal of Supercomputing (Volume 53, Issue (2), apr 2010, Pages :269 - 292)
Charr, Jean-claude | Couturier, Raphael | Laiymani, David - incollection - Asynchronous Multi-Splitting Methods
Substructuring techniques and domain decomposition (Publisher : Saxe-Coburg Publications, 2010, Pages 105--135)
Bahi, Jacques | Couturier, Raphael | Laiymani, David - inproceedings - Mapping Asynchronous Iterative Applications on Heterogeneous Distributed Architectures
IPDPS'10, ACM/IEEE Int. Parallel and Distributed Processing Symposium, Workshop on Parallel and Distributed Scientific and Engineering Computing / Atlanta, United States (2010, Pages pages 1--8)
Couturier, Raphael | Laiymani, David | Miquee, Sébastien
2009 (4)
- article - A Parallel Algorithm to Solve Large Stiff ODE Systems on Grid Systems
International Journal of High Performance Computing Applications (IJHPCA) (Volume 23, Issue (2), may 2009, Pages :140 - 151)
Bahi, Jacques | Charr, Jean-claude | Couturier, Raphael | Laiymani, David - inproceedings - JACEP2P-V2: a Fully Decentralized and Fault Tolerant Environment for Executing Parallel Iterative Asynchronous Applications on Volatile Distributed Architectures
GPC'09, 4th Int. Conf. on Grid and Pervasive Computing / Geneva, Switzerland (Volume 5529, Series Lecture Notes in Computer Science (LNCS), 2009, Pages pages 446 - 458)
Couturier, Raphael | Laiymani, David | Charr, Jean-claude - inproceedings - Parallel Numerical Asynchronous Iterative Algorithms: Large Scale Experimentations
IPDPS'09, 23-rd IEEE/ACM Int. Parallel and Distributed Processing Symposium / Roma, Italy (2009, Pages pages 1--8)
Couturier, Raphael | Laiymani, David | Charr, Jean-claude - inproceedings - High Performance Computing Using ProActive Environment and The Asynchronous Iteration Model
IPDPS'09, ACM/IEEE Int. Parallel and Distributed Processing Symposium / Rome, Italy (2009, Pages pages 1--7)
Couturier, Raphael | Laiymani, David | Miquee, Sébastien
2008 (2)
- inproceedings - Un algorithme décentralisé et asynchrone pour la détection de la convergence dans un environnement volatil
Renpar 2008 / Fribourg, Switzerland (2008, Pages pages 8)
Couturier, Raphael | Laiymani, David | Chamagne, Jean-Claude - inproceedings - Comparison of the Conjugate Gradient of NAS benchmark and of the Multisplitting algorithm with the Jace environment
IPDPS'08, ACM/IEEE Int. Parallel and Distributed Processing Symposium / Miami, Florida, United States (2008)
Bahi, Jacques | Couturier, Raphael | Laiymani, David
2007 (4)
- article - DTM: a service for managing data persistency and data replication in network-enabled server environments
Concurrency and Computation-Practice & Experience (Volume 19, Issue (16), nov 2007, Pages :2125 - 2140)
Del Fabbro, Bruno | Laiymani, David | Nicod, Jean-Marc | Philippe, Laurent - inproceedings - Java and asynchronous iterative applications: large scale experiments
IPDPS'07, 21th IEEE and ACM Int. Symposium on Parallel and Distributed Processing Symposium / Long Beach, California, United States (2007, Pages pages 8)
Bahi, Jacques | Couturier, Raphael | Mazouzi, Kamel | Laiymani, David - inproceedings - A Comparative Study of Two Java High Performance Environments for Implementing Parallel Iterative Methods
APPT'07, Advanced Parallel Programming Technologies / Guangzhou, China (2007, Pages pages 313--321)
Bahi, Jacques | Couturier, Raphael | Mazouzi, Kamel | Laiymani, David - inproceedings - A Parallel Algorithm to Solve Large Stiff ODE Systems on Grid Systems
Cluster 2007, Int. Conf. on Cluster Computing / Austin, Texas, United States (2007, Pages pages 534--541)
Bahi, Jacques | Couturier, Raphael | Laiymani, David | Charr, Jean-claude
2006 (1)
- inproceedings - Design and experimentations of an efficient data management service for NES architectures
VLDB DMG 06, 2nd VLDB Workshop on Data Management in Grids / Seoul, Korea (2006, Pages pages 62--75)
Nicod, Jean-Marc | Philippe, Laurent | Del Fabbro, Bruno | Laiymani, David