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Aomar Osmani
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2020 – today
- 2024
- [c47]Théo Zangato, Aomar Osmani, Pegah Alizadeh:
Enhancing Decision-Making in Energy Management Systems Through Action-Independent Dynamics Learning. ECAI 2024: 4571-4578 - [c46]Théo Zangato, Aomar Osmani, Pegah Alizadeh:
Optimisation de la Gestion de l'Énergie par l'Apprentissage par Renforcement et le Clustering de Séries Temporelles pour la Génération de Politiques Individualisées. EGC 2024: 11-22 - [i6]Massinissa Hamidi, Aomar Osmani:
On the Necessity of Metalearning: Learning Suitable Parameterizations for Learning Processes. CoRR abs/2401.00532 (2024) - [i5]Seyed M. R. Modaresi, Aomar Osmani, Mohammadreza Razzazi, Abdelghani Chibani:
Boosting Medical Image Segmentation Performance with Adaptive Convolution Layer. CoRR abs/2404.11361 (2024) - [i4]Seyed M. R. Modaresi, Aomar Osmani, Mohammadreza Razzazi, Abdelghani Chibani:
Meta-Decomposition: Dynamic Segmentation Approach Selection in IoT-based Activity Recognition. CoRR abs/2404.11742 (2024) - 2023
- [e1]Gokila Dorai, Maurizio Gabbrielli, Giulio Manzonetto, Aomar Osmani, Marco Prandini, Gianluigi Zavattaro, Olaf Zimmermann:
Joint Post-proceedings of the Third and Fourth International Conference on Microservices, Microservices 2020/2022, May 10-12, 2022, Paris, France. OASIcs 111, Schloss Dagstuhl - Leibniz-Zentrum für Informatik 2023, ISBN 978-3-95977-306-5 [contents] - [i3]Seyed M. R. Modaresi, Aomar Osmani, Mohammadreza Razzazi, Abdelghani Chibani:
Multi-Modal Evaluation Approach for Medical Image Segmentation. CoRR abs/2302.04135 (2023) - 2022
- [c45]Aomar Osmani, Massinissa Hamidi, Pegah Alizadeh:
Clustering Approach to Solve Hierarchical Classification Problem Complexity. AAAI 2022: 7904-7912 - [c44]Pegah Alizadeh, Aomar Osmani, Sammy Taleb:
Improving Imitation Learning by Merging Experts Trajectories. CIKM 2022: 3796-3800 - [c43]Massinissa Hamidi, Aomar Osmani, Lukmon Rasaq, Gülüstan Dogan, Nouran Alotaibi:
Multiview Representation Learning for Human Activity Recognition. CIVEMSA 2022: 1-5 - [c42]Seyed M. R. Modaresi, Aomar Osmani, Mohammadreza Razzazi, Abdelghani Chibani:
Multimodal Evaluation Method for Sound Event Detection. ICASSP 2022: 1026-1030 - [c41]Seyed M. R. Modaresi, Aomar Osmani, Mohammadreza Razzazi, Abdelghani Chibani:
Evaluation of Early Diagnosis of COVID-19 Algorithms. ICTAI 2022: 1277-1282 - [c40]Seyed M. R. Modaresi, Aomar Osmani, Mohammadreza Razzazi, Abdelghani Chibani:
Uniform Evaluation of Properties in Activity Recognition. PAKDD (2) 2022: 83-95 - [c39]Aomar Osmani, Massinissa Hamidi:
Reduction of the Position Bias via Multi-level Learning for Activity Recognition. PAKDD (2) 2022: 289-302 - [c38]Massinissa Hamidi, Aomar Osmani:
Context Abstraction to Improve Decentralized Machine Learning in Structured Sensing Environments. ECML/PKDD (3) 2022: 647-663 - 2021
- [j8]Pegah Alizadeh, Emiliano Traversi, Aomar Osmani:
Deterministic policies based on maximum regrets in MDPs with imprecise rewards. AI Commun. 34(4): 229-244 (2021) - [j7]Massinissa Hamidi, Aomar Osmani:
Domain models for data sources integration in HAR. Neurocomputing 444: 244-259 (2021) - [j6]Massinissa Hamidi, Aomar Osmani:
Human Activity Recognition: A Dynamic Inductive Bias Selection Perspective. Sensors 21(21): 7278 (2021) - [j5]Pegah Alizadeh, Aomar Osmani, Mohamed Essaid Khanouche, Abdelghani Chibani, Yacine Amirat:
Reinforcement Learning for Interactive QoS-Aware Services Composition. IEEE Syst. J. 15(1): 1098-1108 (2021) - [c37]Aomar Osmani, Massinissa Hamidi, Salah Bouhouche:
Augmented Experiment in Material Engineering Using Machine Learning. AAAI 2021: 9251-9258 - [c36]Aomar Osmani, Pegah Alizadeh, Christophe Rodrigues:
Equational Model Guided by Real-time Sensor Data to Monitor Industrial Robots. CASE 2021: 1848-1854 - [c35]Massinissa Hamidi, Aomar Osmani:
Modélisation du processus de génération de données pour la reconnaissance d'activités. EGC 2021: 405-412 - [c34]Aomar Osmani, Massinissa Hamidi, Pegah Alizadeh:
Hierarchical Learning of Dependent Concepts for Human Activity Recognition. PAKDD (2) 2021: 79-92 - [p2]Massinissa Hamidi, Aomar Osmani:
Combining Domain Knowledge and Deep Learning to Improve HAR Models. Generalization with Deep Learning 2021: 55-77 - [i2]Massinissa Hamidi, Aomar Osmani:
Description of Structural Biases and Associated Data in Sensor-Rich Environments. CoRR abs/2104.04885 (2021) - [i1]Aomar Osmani, Massinissa Hamidi, Pegah Alizadeh:
Affinity-Based Hierarchical Learning of Dependent Concepts for Human Activity Recognition. CoRR abs/2104.04889 (2021) - 2020
- [c33]Massinissa Hamidi, Aomar Osmani, Pegah Alizadeh:
A multi-view architecture for the SHL challenge. UbiComp/ISWC Adjunct 2020: 317-322 - [c32]Massinissa Hamidi, Aomar Osmani:
Data Generation Process Modeling for Activity Recognition. ECML/PKDD (4) 2020: 374-390
2010 – 2019
- 2019
- [c31]Hossain Kordestani, Roghayeh Mojarad, Abdelghani Chibani, Aomar Osmani, Yacine Amirat, Kamel Barkaoui, Wagdy Zahran:
Hapicare: A Healthcare Monitoring System with Self-Adaptive Coaching using Probabilistic Reasoning. AICCSA 2019: 1-8 - [c30]Pegah Alizadeh, Aomar Osmani, Emiliano Traversi:
Calcul d'une politique déterministe dans un MDP avec récompenses imprécises. EGC 2019: 45-56 - [c29]Aomar Osmani, Massinissa Hamidi, Salah Bouhouche:
Monitoring of a Dynamic System Based on Autoencoders. IJCAI 2019: 1836-1843 - [p1]Aomar Osmani, Massinissa Hamidi:
Bayesian Optimization of Neural Architectures for Human Activity Recognition. Human Activity Sensing 2019: 171-195 - 2018
- [c28]Aomar Osmani, Massinissa Hamidi:
Hybrid and Convolutional Neural Networks for Locomotion Recognition. UbiComp/ISWC Adjunct 2018: 1531-1540 - 2017
- [c27]Aomar Osmani, Massinissa Hamidi, Abdelghani Chibani:
Platform for Assessment and Monitoring of Infant Comfort. AAAI Fall Symposia 2017: 36-44 - [c26]Aomar Osmani, Massinissa Hamidi, Abdelghani Chibani:
Machine Learning Approach for Infant Cry Interpretation. ICTAI 2017: 182-186 - [c25]Fouzi Lezzar, Djamel Benmerzoug, Ilham Kitouni, Aomar Osmani:
A GRC-Centric Approach for Enhancing Management Process of IoT-Based Health Institution. MSPN 2017: 207-221 - 2011
- [c24]Moez Essaidi, Aomar Osmani, Céline Rouveirol:
Transformation Learning in the Context of Model-Driven Data Warehouse: An Experimental Design Based on Inductive Logic Programming. ICTAI 2011: 693-700 - [c23]Moez Essaidi, Aomar Osmani, Céline Rouveirol:
Learning Dependent-Concepts in ILP: Application to Model-Driven Data Warehouses. ILP (Late Breaking Papers) 2011: 151-172 - 2010
- [j4]Moez Essaidi, Aomar Osmani:
Model driven data warehouse using MDA and 2TUP. J. Comput. Methods Sci. Eng. 10(3-6): 119-134 (2010) - [c22]Moez Essaidi, Aomar Osmani:
Towards Model-driven Data Warehouse Automation using Machine Learning. IJCCI (ICEC) 2010: 380-383
2000 – 2009
- 2009
- [c21]Érick Alphonse, Aomar Osmani:
Empirical Study of Relational Learning Algorithms in the Phase Transition Framework. ECML/PKDD (1) 2009: 51-66 - [c20]Moez Essaidi, Aomar Osmani:
Data Warehouse Development Using MDA and 2TUP. SEDE 2009: 138-143 - 2008
- [j3]Hakima Kadri-Dahmani, Cyrille Bertelle, Gérard Henry Edmond Duchamp, Aomar Osmani:
Emergent property of consistent updated geographical database. Int. J. Model. Identif. Control. 3(1): 58-68 (2008) - [j2]Érick Alphonse, Aomar Osmani:
On the connection between the phase transition of the covering test and the learning success rate in ILP. Mach. Learn. 70(2-3): 135-150 (2008) - [c19]Érick Alphonse, Aomar Osmani:
A Model to Study Phase Transition and Plateaus in Relational Learning. ILP 2008: 6-23 - 2007
- [c18]Khellaf Bouandas, Aomar Osmani:
Mining Association Rules in Temporal Sequences. CIDM 2007: 610-615 - [c17]Érick Alphonse, Aomar Osmani:
Phase transition and heuristic search in relational learning. ICMLA 2007: 112-117 - 2006
- [c16]Sujeevan Aseervatham, Aomar Osmani, Emmanuel Viennet:
bitSPADE: A Lattice-based Sequential Pattern Mining Algorithm Using Bitmap Representation. ICDM 2006: 792-797 - [c15]Érick Alphonse, Aomar Osmani:
On the Connection Between the Phase Transition of the Covering Test and the Learning Success Rate. ILP 2006: 27-29 - 2005
- [c14]Hakima Kadri-Dahmani, Cyrille Bertelle, Gérard Duchamp, Aomar Osmani:
Evolutive complex scheduling in interaction networks for quality improvment in geographical data base updating. ICECS 2005: 1-4 - 2003
- [c13]Khellaf Bouandas, Aomar Osmani:
Optimal Approach for Temporal Patterns Discovery. FLAIRS 2003: 455-459 - [c12]Hachemi Bennaceur, Aomar Osmani:
Computing Lower Bound for MAX-CSP Problems. IEA/AIE 2003: 614-624 - [c11]Faouzi Boufarès, Hachemi Bennaceur, Aomar Osmani:
On the consistency of cardinality constraints in UML modelling. CE 2003: 287-292 - [c10]Aomar Osmani:
Qualitative Point Sequential Patterns. KES 2003: 485-492 - 2002
- [j1]Francine Krief, Aomar Osmani:
Modélisation d'un anneauSDH pour les besoins de la gestion de fautes. Ann. des Télécommunications 57(1-2): 125-149 (2002) - [c9]Hakima Kadri-Dahmani, Aomar Osmani:
Updating Data in GIS: How to Maintain Database Consistency? ICEIS 2002: 587-593 - 2001
- [c8]Philippe Dague, Francine Krief, François Lévy, Aomar Osmani:
Distributed Model for an SDH Telecommunication Network Diagnosis. IS 2001: 122-125 - 2000
- [c7]Aomar Osmani:
Model-Based-Diagnosis for Fault Management in Telecommunications Networks. AAAI/IAAI 2000: 1088 - [c6]Aomar Osmani, François Lévy:
Simulating faults in telecommunication network: Reasoning about uncertain propagation of events. CATA 2000: 15-19 - [c5]Aomar Osmani, François Lévy:
A Constraint-Based Approach to Simulate Faults in Telecommunication Networks. IEA/AIE 2000: 463-473 - [c4]Philippe Balbiani, Aomar Osmani:
A Model for Reasoning about Topologic Relations between cyclic intervals. KR 2000: 378-385
1990 – 1999
- 1999
- [c3]Aomar Osmani:
Modeling and Simulating Breakdown Situations in Telecommunicatiion Networks. IEA/AIE 1999: 679-687 - [c2]Aomar Osmani:
Introduction to Reasoning about Cyclic Intervals. IEA/AIE 1999: 698-706 - 1998
- [c1]Philippe Balbiani, Jean-François Condotta, Luis Fariñas del Cerro, Aomar Osmani:
Reasoning about Generalized Intervals. AIMSA 1998: 50-61
Coauthor Index
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last updated on 2024-11-08 20:32 CET by the dblp team
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