Aomar Osmani

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 31

Top Topics

Learning Processes

Medical Image Segmentation

Activity Recognition

Top Venues

Publications

Massinissa Hamidi, Aomar Osmani
On the Necessity of Metalearning: Learning Suitable Parameterizations for Learning Processes. CoRR (2024)
Seyed M. R. Modaresi, Aomar Osmani, Mohammadreza Razzazi, Abdelghani Chibani
Meta-Decomposition: Dynamic Segmentation Approach Selection in IoT-based Activity Recognition. CoRR (2024)
Seyed M. R. Modaresi, Aomar Osmani, Mohammadreza Razzazi, Abdelghani Chibani
Boosting Medical Image Segmentation Performance with Adaptive Convolution Layer. CoRR (2024)
Seyed M. R. Modaresi, Aomar Osmani, Mohammadreza Razzazi, Abdelghani Chibani
Multi-Modal Evaluation Approach for Medical Image Segmentation. CoRR (2023)
Massinissa Hamidi, Aomar Osmani
Context Abstraction to Improve Decentralized Machine Learning in Structured Sensing Environments. ECML/PKDD (3) (2022)
Aomar Osmani, Massinissa Hamidi, Pegah Alizadeh
Clustering Approach to Solve Hierarchical Classification Problem Complexity. AAAI (2022)
Massinissa Hamidi, Aomar Osmani, Lukmon Rasaq, Gülüstan Dogan, Nouran Alotaibi
Multiview Representation Learning for Human Activity Recognition. CIVEMSA (2022)
Aomar Osmani, Massinissa Hamidi
Reduction of the Position Bias via Multi-level Learning for Activity Recognition. PAKDD (2) (2022)
Seyed M. R. Modaresi, Aomar Osmani, Mohammadreza Razzazi, Abdelghani Chibani
Evaluation of Early Diagnosis of COVID-19 Algorithms. ICTAI (2022)
Seyed M. R. Modaresi, Aomar Osmani, Mohammadreza Razzazi, Abdelghani Chibani
Uniform Evaluation of Properties in Activity Recognition. PAKDD (2) (2022)
Pegah Alizadeh, Aomar Osmani, Sammy Taleb
Improving Imitation Learning by Merging Experts Trajectories. CIKM (2022)
Seyed M. R. Modaresi, Aomar Osmani, Mohammadreza Razzazi, Abdelghani Chibani
Multimodal Evaluation Method for Sound Event Detection. ICASSP (2022)
Massinissa Hamidi, Aomar Osmani
Description of Structural Biases and Associated Data in Sensor-Rich Environments. CoRR (2021)
Aomar Osmani, Massinissa Hamidi, Pegah Alizadeh
Affinity-Based Hierarchical Learning of Dependent Concepts for Human Activity Recognition. CoRR (2021)
Massinissa Hamidi, Aomar Osmani
Human Activity Recognition: A Dynamic Inductive Bias Selection Perspective. Sensors 21 (21) (2021)
Massinissa Hamidi, Aomar Osmani
Modélisation du processus de génération de données pour la reconnaissance d'activités. EGC (2021)
Pegah Alizadeh, Aomar Osmani, Mohamed Essaid Khanouche, Abdelghani Chibani, Yacine Amirat
Reinforcement Learning for Interactive QoS-Aware Services Composition. IEEE Syst. J. 15 (1) (2021)
Aomar Osmani, Massinissa Hamidi, Pegah Alizadeh
Hierarchical Learning of Dependent Concepts for Human Activity Recognition. PAKDD (2) (2021)
Aomar Osmani, Massinissa Hamidi, Salah Bouhouche
Augmented Experiment in Material Engineering Using Machine Learning. AAAI (2021)
Pegah Alizadeh, Emiliano Traversi, Aomar Osmani
Deterministic policies based on maximum regrets in MDPs with imprecise rewards. AI Commun. 34 (4) (2021)
Aomar Osmani, Pegah Alizadeh, Christophe Rodrigues
Equational Model Guided by Real-time Sensor Data to Monitor Industrial Robots. CASE (2021)
Massinissa Hamidi, Aomar Osmani
Domain models for data sources integration in HAR. Neurocomputing 444 (2021)
Massinissa Hamidi, Aomar Osmani
Data Generation Process Modeling for Activity Recognition. ECML/PKDD (4) (2020)
Massinissa Hamidi, Aomar Osmani, Pegah Alizadeh
A multi-view architecture for the SHL challenge. UbiComp/ISWC Adjunct (2020)
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)
Aomar Osmani, Massinissa Hamidi, Salah Bouhouche
Monitoring of a Dynamic System Based on Autoencoders. IJCAI (2019)
Pegah Alizadeh, Aomar Osmani, Emiliano Traversi
Calcul d'une politique déterministe dans un MDP avec récompenses imprécises. EGC (2019)
Aomar Osmani, Massinissa Hamidi
Hybrid and Convolutional Neural Networks for Locomotion Recognition. UbiComp/ISWC Adjunct (2018)
Aomar Osmani, Massinissa Hamidi, Abdelghani Chibani
Platform for Assessment and Monitoring of Infant Comfort. AAAI Fall Symposia (2017)
Fouzi Lezzar, Djamel Benmerzoug, Ilham Kitouni, Aomar Osmani
A GRC-Centric Approach for Enhancing Management Process of IoT-Based Health Institution. MSPN (2017)
Aomar Osmani, Massinissa Hamidi, Abdelghani Chibani
Machine Learning Approach for Infant Cry Interpretation. ICTAI (2017)
Moez Essaidi, Aomar Osmani, Céline Rouveirol
Learning Dependent-Concepts in ILP: Application to Model-Driven Data Warehouses. ILP (Late Breaking Papers) (2011)
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)
Moez Essaidi, Aomar Osmani
Towards Model-driven Data Warehouse Automation using Machine Learning. IJCCI (ICEC) (2010)
Moez Essaidi, Aomar Osmani
Model driven data warehouse using MDA and 2TUP. J. Comput. Methods Sci. Eng. 10 (3-6) (2010)
Moez Essaidi, Aomar Osmani
Data Warehouse Development Using MDA and 2TUP. SEDE (2009)
Érick Alphonse, Aomar Osmani
Empirical Study of Relational Learning Algorithms in the Phase Transition Framework. ECML/PKDD (1) (2009)
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) (2008)
Érick Alphonse, Aomar Osmani
A Model to Study Phase Transition and Plateaus in Relational Learning. ILP (2008)
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) (2008)
Khellaf Bouandas, Aomar Osmani
Mining Association Rules in Temporal Sequences. CIDM (2007)
Érick Alphonse, Aomar Osmani
Phase transition and heuristic search in relational learning. ICMLA (2007)
Érick Alphonse, Aomar Osmani
On the Connection Between the Phase Transition of the Covering Test and the Learning Success Rate. ILP (2006)
Sujeevan Aseervatham, Aomar Osmani, Emmanuel Viennet
bitSPADE: A Lattice-based Sequential Pattern Mining Algorithm Using Bitmap Representation. ICDM (2006)
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)
Faouzi Boufarès, Hachemi Bennaceur, Aomar Osmani
On the consistency of cardinality constraints in UML modelling. ISPE CE (2003)
Aomar Osmani
Qualitative Point Sequential Patterns. KES (2003)
Hachemi Bennaceur, Aomar Osmani
Computing Lower Bound for MAX-CSP Problems. IEA/AIE (2003)
Khellaf Bouandas, Aomar Osmani
Optimal Approach for Temporal Patterns Discovery. FLAIRS Conference (2003)
Hakima Kadri-Dahmani, Aomar Osmani
Updating Data in GIS: How to Maintain Database Consistency? ICEIS (2002)
Francine Krief, Aomar Osmani
Modélisation d'un anneauSDH pour les besoins de la gestion de fautes. Ann. des Télécommunications 57 (1-2) (2002)
Philippe Dague, Francine Krief, François Lévy, Aomar Osmani
Distributed Model for an SDH Telecommunication Network Diagnosis. IS (2001)
Aomar Osmani, François Lévy
Simulating faults in telecommunication network: Reasoning about uncertain propagation of events. CATA (2000)
Aomar Osmani
Model-Based-Diagnosis for Fault Management in Telecommunications Networks. AAAI/IAAI (2000)
Philippe Balbiani, Aomar Osmani
A Model for Reasoning about Topologic Relations between cyclic intervals. KR (2000)
Aomar Osmani, François Lévy
A Constraint-Based Approach to Simulate Faults in Telecommunication Networks. IEA/AIE (2000)
Aomar Osmani
Introduction to Reasoning about Cyclic Intervals. IEA/AIE (1999)
Aomar Osmani
Modeling and Simulating Breakdown Situations in Telecommunicatiion Networks. IEA/AIE (1999)
Philippe Balbiani, Jean-François Condotta, Luis Fariñas del Cerro, Aomar Osmani
Reasoning about Generalized Intervals. AIMSA (1998)