Aomar Osmani

According to our database, Aomar Osmani authored at least 59 papers between 1998 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

On the Necessity of Metalearning: Learning Suitable Parameterizations for Learning Processes.

Massinissa Hamidi, Aomar Osmani

CoRR, 2024

2023

Multi-Modal Evaluation Approach for Medical Image Segmentation.

Seyed M. R. Modaresi, Aomar Osmani, Mohammadreza Razzazi, Abdelghani Chibani

CoRR, 2023

2022

Context Abstraction to Improve Decentralized Machine Learning in Structured Sensing Environments.

Massinissa Hamidi, Aomar Osmani

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

Reduction of the Position Bias via Multi-level Learning for Activity Recognition.

Aomar Osmani, Massinissa Hamidi

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2022

Uniform Evaluation of Properties in Activity Recognition.

Seyed M. R. Modaresi, Aomar Osmani, Mohammadreza Razzazi, Abdelghani Chibani

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2022

Evaluation of Early Diagnosis of COVID-19 Algorithms.

Seyed M. R. Modaresi, Aomar Osmani, Mohammadreza Razzazi, Abdelghani Chibani

Proceedings of the 34th IEEE International Conference on Tools with Artificial Intelligence, 2022

Multimodal Evaluation Method for Sound Event Detection.

Seyed M. R. Modaresi, Aomar Osmani, Mohammadreza Razzazi, Abdelghani Chibani

Proceedings of the IEEE International Conference on Acoustics, 2022

Multiview Representation Learning for Human Activity Recognition.

Massinissa Hamidi, Aomar Osmani, Lukmon Rasaq, Gülüstan Dogan, Nouran Alotaibi

Proceedings of the IEEE 9th International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2022

Improving Imitation Learning by Merging Experts Trajectories.

Pegah Alizadeh, Aomar Osmani, Sammy Taleb

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Clustering Approach to Solve Hierarchical Classification Problem Complexity.

Aomar Osmani, Massinissa Hamidi, Pegah Alizadeh

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Reinforcement Learning for Interactive QoS-Aware Services Composition.

Pegah Alizadeh, Aomar Osmani, Mohamed Essaid Khanouche, Abdelghani Chibani, Yacine Amirat

IEEE Syst. J., 2021

Human Activity Recognition: A Dynamic Inductive Bias Selection Perspective.

Massinissa Hamidi, Aomar Osmani

Sensors, 2021

Domain models for data sources integration in HAR.

Massinissa Hamidi, Aomar Osmani

Neurocomputing, 2021

Affinity-Based Hierarchical Learning of Dependent Concepts for Human Activity Recognition.

Aomar Osmani, Massinissa Hamidi, Pegah Alizadeh

CoRR, 2021

Description of Structural Biases and Associated Data in Sensor-Rich Environments.

Massinissa Hamidi, Aomar Osmani

CoRR, 2021

Deterministic policies based on maximum regrets in MDPs with imprecise rewards.

Pegah Alizadeh, Emiliano Traversi, Aomar Osmani

AI Commun., 2021

Hierarchical Learning of Dependent Concepts for Human Activity Recognition.

Aomar Osmani, Massinissa Hamidi, Pegah Alizadeh

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2021

Modélisation du processus de génération de données pour la reconnaissance d'activités.

Massinissa Hamidi, Aomar Osmani

Proceedings of the Extraction et Gestion des Connaissances, 2021

Equational Model Guided by Real-time Sensor Data to Monitor Industrial Robots.

Aomar Osmani, Pegah Alizadeh, Christophe Rodrigues

Proceedings of the 17th IEEE International Conference on Automation Science and Engineering, 2021

Augmented Experiment in Material Engineering Using Machine Learning.

Aomar Osmani, Massinissa Hamidi, Salah Bouhouche

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Combining Domain Knowledge and Deep Learning to Improve HAR Models.

Massinissa Hamidi, Aomar Osmani

Proceedings of the Generalization with Deep Learning: For Improvement on Sensing Capability, 2021

2020

Data Generation Process Modeling for Activity Recognition.

Massinissa Hamidi, Aomar Osmani

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Applied Data Science Track, 2020

A multi-view architecture for the SHL challenge.

Massinissa Hamidi, Aomar Osmani, Pegah Alizadeh

Proceedings of the UbiComp/ISWC '20: 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2020 ACM International Symposium on Wearable Computers, 2020

2019

Monitoring of a Dynamic System Based on Autoencoders.

Aomar Osmani, Massinissa Hamidi, Salah Bouhouche

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Calcul d'une politique déterministe dans un MDP avec récompenses imprécises.

Pegah Alizadeh, Aomar Osmani, Emiliano Traversi

Proceedings of the Extraction et Gestion des connaissances, 2019

Hapicare: A Healthcare Monitoring System with Self-Adaptive Coaching using Probabilistic Reasoning.

Hossain Kordestani, Roghayeh Mojarad, Abdelghani Chibani, Aomar Osmani, Yacine Amirat, Kamel Barkaoui, Wagdy Zahran

Proceedings of the 16th IEEE/ACS International Conference on Computer Systems and Applications, 2019

Bayesian Optimization of Neural Architectures for Human Activity Recognition.

Aomar Osmani, Massinissa Hamidi

Proceedings of the Human Activity Sensing - Corpus and Applications, 2019

2018

Hybrid and Convolutional Neural Networks for Locomotion Recognition.

Aomar Osmani, Massinissa Hamidi

Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, 2018

2017

A GRC-Centric Approach for Enhancing Management Process of IoT-Based Health Institution.

Fouzi Lezzar, Djamel Benmerzoug, Ilham Kitouni, Aomar Osmani

Proceedings of the Mobile, Secure, and Programmable Networking, 2017

Machine Learning Approach for Infant Cry Interpretation.

Aomar Osmani, Massinissa Hamidi, Abdelghani Chibani

Proceedings of the 29th IEEE International Conference on Tools with Artificial Intelligence, 2017

Platform for Assessment and Monitoring of Infant Comfort.

Aomar Osmani, Massinissa Hamidi, Abdelghani Chibani

Proceedings of the 2017 AAAI Fall Symposia, Arlington, Virginia, USA, November 9-11, 2017, 2017

2011

Learning Dependent-Concepts in ILP: Application to Model-Driven Data Warehouses.

Moez Essaidi, Aomar Osmani, Céline Rouveirol

Proceedings of the Latest Advances in Inductive Logic Programming, 2011

Transformation Learning in the Context of Model-Driven Data Warehouse: An Experimental Design Based on Inductive Logic Programming.

Moez Essaidi, Aomar Osmani, Céline Rouveirol

Proceedings of the IEEE 23rd International Conference on Tools with Artificial Intelligence, 2011

2010

Model driven data warehouse using MDA and 2TUP.

Moez Essaidi, Aomar Osmani

J. Comput. Methods Sci. Eng., 2010

Towards Model-driven Data Warehouse Automation using Machine Learning.

Moez Essaidi, Aomar Osmani

Proceedings of the ICEC 2010 - Proceedings of the International Conference on Evolutionary Computation, [part of the International Joint Conference on Computational Intelligence IJCCI 2010], Valencia, Spain, October 24, 2010

2009

Data Warehouse Development Using MDA and 2TUP.

Moez Essaidi, Aomar Osmani

Proceedings of the 18th International Conference on Software Engineering and Data Engineering (SEDE-2009), 2009

Empirical Study of Relational Learning Algorithms in the Phase Transition Framework.

Érick Alphonse, Aomar Osmani

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2009

2008

On the connection between the phase transition of the covering test and the learning success rate in ILP.

Érick Alphonse, Aomar Osmani

Mach. Learn., 2008

Emergent property of consistent updated geographical database.

Hakima Kadri-Dahmani, Cyrille Bertelle, Gérard Henry Edmond Duchamp, Aomar Osmani

Int. J. Model. Identif. Control., 2008

A Model to Study Phase Transition and Plateaus in Relational Learning.

Érick Alphonse, Aomar Osmani

Proceedings of the Inductive Logic Programming, 18th International Conference, 2008

2007

Phase transition and heuristic search in relational learning.

Érick Alphonse, Aomar Osmani

Proceedings of the Sixth International Conference on Machine Learning and Applications, 2007

Mining Association Rules in Temporal Sequences.

Khellaf Bouandas, Aomar Osmani

Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2007

2006

On the Connection Between the Phase Transition of the Covering Test and the Learning Success Rate.

Érick Alphonse, Aomar Osmani

Proceedings of the Inductive Logic Programming, 16th International Conference, 2006

bitSPADE: A Lattice-based Sequential Pattern Mining Algorithm Using Bitmap Representation.

Sujeevan Aseervatham, Aomar Osmani, Emmanuel Viennet

Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

2005

Evolutive complex scheduling in interaction networks for quality improvment in geographical data base updating.

Hakima Kadri-Dahmani, Cyrille Bertelle, Gérard Duchamp, Aomar Osmani

Proceedings of the 12th IEEE International Conference on Electronics, 2005

2003

Qualitative Point Sequential Patterns.

Aomar Osmani

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2003

On the consistency of cardinality constraints in UML modelling.

Faouzi Boufarès, Hachemi Bennaceur, Aomar Osmani

Proceedings of the Enhanced Interoperable Systems. Proceedings of the 10th ISPE International Conference on Concurrent Engineering (ISPE CE 2003), 2003

Computing Lower Bound for MAX-CSP Problems.

Hachemi Bennaceur, Aomar Osmani

Proceedings of the Developments in Applied Artificial Intelligence, 2003

Optimal Approach for Temporal Patterns Discovery.

Khellaf Bouandas, Aomar Osmani

Proceedings of the Sixteenth International Florida Artificial Intelligence Research Society Conference, 2003

2002

Modélisation d'un anneauSDH pour les besoins de la gestion de fautes.

Francine Krief, Aomar Osmani

Ann. des Télécommunications, 2002

Updating Data in GIS: How to Maintain Database Consistency?

Hakima Kadri-Dahmani, Aomar Osmani

Proceedings of the ICEIS 2002, 2002

2001

Distributed Model for an SDH Telecommunication Network Diagnosis.

Philippe Dague, Francine Krief, François Lévy, Aomar Osmani

Proceedings of the ISCA 10th International Conference on Intelligent Systems, 2001

2000

A Model for Reasoning about Topologic Relations between cyclic intervals.

Philippe Balbiani, Aomar Osmani

Proceedings of the KR 2000, 2000

A Constraint-Based Approach to Simulate Faults in Telecommunication Networks.

Aomar Osmani, François Lévy

Proceedings of the Intelligent Problem Solving, 2000

Simulating faults in telecommunication network: Reasoning about uncertain propagation of events.

Aomar Osmani, François Lévy

Proceedings of the ISCA 15th International Conference Computers and Their Applications, 2000

Model-Based-Diagnosis for Fault Management in Telecommunications Networks.

Aomar Osmani

Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on on Innovative Applications of Artificial Intelligence, July 30, 2000

1999

Introduction to Reasoning about Cyclic Intervals.

Aomar Osmani

Proceedings of the Multiple Approaches to Intelligent Systems, 1999

Modeling and Simulating Breakdown Situations in Telecommunicatiion Networks.

Aomar Osmani

Proceedings of the Multiple Approaches to Intelligent Systems, 1999

1998

Reasoning about Generalized Intervals.

Philippe Balbiani, Jean-François Condotta, Luis Fariñas del Cerro, Aomar Osmani

Proceedings of the Artificial Intelligence: Methodology, 1998