Aomar Osmani

· +33 1 · Email

Administration

Création de la licence Internet des Objets

2019---2022

  • Création de la licence Professionnelle Internet des objets (IoT) au département R&T
  • Création du parcours et du contenu pédagogique avec le concours du chef de département, du directeur du Hub Tesla de Val-d’Oise Numérique, du directeur du CFA AFIA et industriels.
  • Direction d'études : j'ai assuré la direction d'étude de la licence de 2019 à 2022


[easy format]
• Création de la licence Professionnelle Internet des objets (IoT) au département R&T
• Création du parcours et du contenu pédagogique avec le concours du chef de département, du directeur du Hub Tesla de Val-d’Oise Numérique, du directeur du CFA AFIA et industriels.
• Direction d'études : j'ai assuré la direction d'étude de la licence de 2019 à 2022

Création d'un groupe de la licence IoT en Martinique

Un groupe est créé en Martinique. Mon séjour d'une semaine en septembre 2022 pour suivre, notamment, les soutenances de tous les stages et rencontrer les entreprises, m'a permis de constater le succès de la formation sur place.
2020-2021

Chargé de mission Bachelor Universitaire Technologique (BUT) dans 6 départements

Les diplômes des IUT ont subi une mutation profonde. J'étais chargé par la direction d'organiser cette mutation au sein des six départements qui composent l'institut. La commission que j'ai présidée comptait le directeur de l'IUT, le responsable du centre de la formation continue, les six chefs de départements, des représentants d'enseignants et du personnel.
2020---2022

Chef du département Informatique à l'IUT

Le département compte une cinquantaine d'enseignant dont une trentaine d'enseignants chercheurs et quatre BIATS ainsi que les services communs dont bénéficie le département. Ce mandat a lieu durant une phase de transition entre le DUT et de BUT et implique des changements importants : implémentation du BUT et de l'évaluation par compétences et mise en place des divers processus associés.
2022----

Vice-président du comité d'expert à l'USPN (20 membres)

Les activités portent sur la désignation des comités de sélection pour les recrutements d'enseignants/chercheurs, professeurs associés et d'ATER, avis et classement des demandes de promotion et de renouvellement de contrats. Elle est consultée par les instances de l'université pour toute question portant sur les recrutements et l'évaluation des carrières.
2017---2021

Responsable du Pôle MAARS au laboratoire LIPN-UMR CNRS 7030

Le pôle Méta-Apprentissage et Apprentissage de Représentations Structurées est composé de 36 membres travaillant en Intelligence Artificielle (dont 7 membres associés et 10 membres de la startup HelphIA incubée par le laboratoire). Les activités principales de l'équipe portent essentiellement sur l'apprentissage relationnel, la fouille de graphes, l'apprentissage non-supervisé scalable et le métaapprentissage.
2020---2022

Responsable de l'équipe A3 LIPN-UMR CNRS 7030

L'équipe Apprentissage Artificielle et Applications (3) est l'une des cinq équipes du laboratoire LIPN-UMR-CNRS 7030. Elle est constituée du regroupement des membres des deux pôles : MAARS (décrit précédemment) et ADA dont les activités portent sur l'apprentissage collaboratif et par transfert.
2022----

Expérience professionnelle

Laboratoire LIPN-UMR CNRS 7030

Responsable d'équipe
Université Sorbonne Paris Nord
2020 ---

Insitut Universitaire technologique, USPN

Présidence de département Informatique
Université Sorbonne Paris Nord
2022 --

Formation

Habilitation à Diriger des Recherches. PRES-Sorbonne Paris Cité

Modélisation et raisonnement sur les données relationnelles
Univ Paris 13, France
2012

Jury: [Président] Pr. Philippe Dague (Directeur LRI Orsay), Pr. Yann Chevaleyre (Dauphine), Pr. Christophe Fouqueré (Directeur LIPN), Pr. Gérard Ligozat (LIMSI, Orsay), Pr. Céline Rouveirol (LIPN), (Rapporteurs) Pr. Lorenza Saitta (Italie), Pr. Debasis Mitra (USA), Pr. Antoine Cornuéjols (INRAe, AgroParisTech), Pr. Christel Vrain (LIFO, Orleans).

Doctorat Informatique

Diagnostic de pannes dans les réseaux : approche à base de modèles et raisonnement temporel
Univ. Paris 13, France
1997 - 1999

Jury: Pr. Luca Chitaro (rapporteur), Pr. Gérard Ligozat (rapporteur, ORSAY), Pr. François Lévy (directeur), Pr. Malik Ghallab (Président du jury, Directeur LAAS, Toulouse), Philippe Balbiani, Pr. Marie-Odile Cordier (IRISA, Rennes).

D.E.A Intelligence Artificielle, Reconnaissance des Formes et Applications

Stage: Apprentissage et Réseaux neuro-flous (Resp. F. Dalché-Buc et B. Bouchon-Menier)
Univ. Paris 6, LAFORIA
1996

Cours: Apprentissage numérique (Patrick Gallinari), Apprentissage Symbolique (Jean-Gabriel Ganascia), méta-connaissance (Jacques Pitrat), Systèmes multi-agents (Jacques Ferber), Vision par ordinateurs (Georges Stamon), Satisfiabilité et complexité(Norbert Cot), théorie de l'évidence et logique Floue (Bernadette Bouchon-Menier), Théorie de la décision (Jean-Charles Pomerol).

Ingénieur Informatique

Stage: Les surfaces gauches, B-spline et Béziers. Étude et implémentation
1994

1989

Baccalauréat, Série C (Mathématiques)

Quelques publications récentes

Publications

Conférences internationales avec comité de lecture

, , , ,
(
2022
).
Multiview Representation Learning for Human Activity Recognition
. In
IEEE 9th International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, CIVEMSA 2022, Chemnitz, Germany, June 15-17, 2022
(pp.
1–5
). [PDF] [DOI:10.1109/CIVEMSA53371.2022.9853680] [bib]
@inproceedings{DBLP:conf/civemsa/HamidiORDA22,
	author = {Massinissa Hamidi and Aomar OSMANI and Lukmon Rasaq and G\"ul\"ustan Dogan and Nouran Alotaibi},
	title = {Multiview Representation Learning for Human Activity Recognition},
	booktitle = {IEEE 9th International Conference on Computational Intelligence
               and Virtual Environments for Measurement Systems and Applications,
               CIVEMSA 2022, Chemnitz, Germany, June 15-17, 2022},
	pages = {1{\textendash}5},
	publisher = {IEEE},
	year = {2022},
	url = {},
	pdf = {\url{https://lipn.univ-paris13.fr/}~osmani/mapage/publications/},
	doi = {10.1109/CIVEMSA53371.2022.9853680}
}
, ,
(
2022
).
Improving Imitation Learning by Merging Experts Trajectories
. In
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022
(pp.
3796–3800
). [PDF] [DOI:10.1145/3511808.3557616] [bib]
@inproceedings{DBLP:conf/cikm/AlizadehOT22,
	author = {Pegah Alizadeh and Aomar OSMANI and Sammy Taleb},
	editor = {Mohammad Al Hasan and Li Xiong},
	title = {Improving Imitation Learning by Merging Experts Trajectories},
	booktitle = {Proceedings of the 31st ACM International Conference on Information
               \& Knowledge Management, Atlanta, GA, USA, October 17-21, 2022},
	pages = {3796{\textendash}3800},
	publisher = {ACM},
	year = {2022},
	url = {},
	pdf = {\url{https://lipn.univ-paris13.fr/}~osmani/mapage/publications/},
	doi = {10.1145/3511808.3557616},
	biburl = {\url{https://dblp.org/rec/conf/cikm/AlizadehOT22.bib}},
	bibsource = {dblp computer science bibliography, \url{https://dblp.org}}
}
,
(
2022
).
Reduction of the Position Bias via Multi-Level Learning for Activity Recognition
. In
(PAKDD)
. [PDF] [DOI:10.1007/978-3-030-75765-6_7] [bib]
@inproceedings{DBLP:conf/pakdd/OsmaniHA22,
	author = {Aomar OSMANI and Massinissa Hamidi},
	editor = {},
	title = {Reduction of the Position Bias via Multi-Level Learning for Activity Recognition},
	booktitle = {(PAKDD)},
	series = {Lecture Notes in Computer Science},
	volume = {},
	pages = {},
	publisher = {Springer},
	year = {2022},
	url = {},
	pdf = {\url{https://lipn.univ-paris13.fr/}~osmani/mapage/publications/},
	doi = {10.1007/978-3-030-75765-6\_7},
	biburl = {\url{https://dblp.org/rec/conf/pakdd/OsmaniHA21.bib}},
	bibsource = {dblp computer science bibliography, \url{https://dblp.org}}
}
, , ,
(
2022
).
Evaluation of Early Diagnosis of COVID-19 Algorithms
. In
34th IEEE International Conference on Tools with Artificial Intelligence, ICTAI 2022
. [PDF] [DOI:10.1109/ICTAI.2017.00038] [bib]
@inproceedings{DBLP:conf/ictai/Modaresi22,
	author = {Seyed M. R. Modaresi and Aomar OSMANI and Mohammadreza Razzazi and Abdelghani Chibani},
	title = {Evaluation of Early Diagnosis of COVID-19 Algorithms},
	booktitle = {34th IEEE International Conference on Tools with Artificial Intelligence,
               ICTAI 2022},
	year = {2022},
	pdf = {\url{https://lipn.univ-paris13.fr/}~osmani/mapage/publications/},
	doi = {10.1109/ICTAI.2017.00038}
}
, , ,
(
2022
).
Multimodal Evaluation Method for Sound Event Detection
. In
IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2022, Virtual and Singapore, 23-27 May 2022
(pp.
1026–1030
). Rank: a1 [PDF] [slide] [code] [DOI:10.1109/ICASSP43922.2022.9746906] [bib]
@inproceedings{DBLP:conf/icassp/ModaresiORC22,
	author = {Seyed M. R. Modaresi and Aomar OSMANI and Mohammadreza Razzazi and Abdelghani Chibani},
	title = {Multimodal Evaluation Method for Sound Event Detection},
	booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing,
               ICASSP 2022, Virtual and Singapore, 23-27 May 2022},
	pages = {1026{\textendash}1030},
	publisher = {IEEE},
	year = {2022},
	url = {},
	pdf = {\url{https://lipn.univ-paris13.fr/}~osmani/mapage/publications/},
	doi = {10.1109/ICASSP43922.2022.9746906},
	biburl = {\url{https://dblp.org/rec/conf/icassp/ModaresiORC22.bib}},
	bibsource = {dblp computer science bibliography, \url{https://dblp.org}},
	code = {https://github/},
	slide = {https://github/}
}
, , ,
(
2022
).
Uniform Evaluation of Properties in Activity Recognition
. In
(PAKDD)
(pp.
83–95
). [PDF] [DOI:10.1007/978-3-031-05936-0_7] [bib]
@inproceedings{DBLP:conf/pakdd/ModaresiORC22,
	author = {Seyed M. R. Modaresi and Aomar OSMANI and M. Razzazi and A. Chibani},
	title = {Uniform Evaluation of Properties in Activity Recognition},
	booktitle = {(PAKDD)},
	volume = {13281},
	pages = {83{\textendash}95},
	year = {2022},
	url = {},
	pdf = {\url{https://lipn.univ-paris13.fr/}~osmani/mapage/publications/},
	doi = {10.1007/978-3-031-05936-0\_7},
	biburl = {\url{https://dblp.org/rec/conf/pakdd/ModaresiORC22.bib}},
	bibsource = {dblp computer science bibliography, \url{https://dblp.org}}
}
, , ,
(
2023
).
Multi-Modal Evaluation Approach for Medical Image Segmentation
.. [PDF] [DOI:10.48550/arXiv.2302.04135] [bib]
@inproceedings{DBLP:journals/corr/abs-2302-04135,
	author = {Seyed M. R. Modaresi and Aomar OSMANI and Mohammadreza Razzazi and Abdelghani Chibani},
	title = {Multi-Modal Evaluation Approach for Medical Image Segmentation},
	journal = {CoRR},
	volume = {abs/2302.04135},
	year = {2023},
	url = {},
	pdf = {\url{https://lipn.univ-paris13.fr/}~osmani/mapage/publications/},
	doi = {10.48550/arXiv.2302.04135},
	eprinttype = {arXiv},
	eprint = {2302.04135},
	biburl = {\url{https://dblp.org/rec/journals/corr/abs-2302-04135.bib}},
	bibsource = {dblp computer science bibliography, \url{https://dblp.org}}
}
, ,
(
2022
).
Clustering Approach to Solve Hierarchical Classification Problem Complexity
. In
AAAI Conference on Artificial Intelligence,
. [PDF] [bib]
@inproceedings{DBLP:conf/aaai/OsmaniHA:2022,
	author = {Aomar OSMANI and Massinissa Hamidi and Pegah Alizadeh},
	title = {Clustering Approach to Solve Hierarchical Classification Problem Complexity},
	booktitle = {AAAI Conference on Artificial Intelligence,},
	pages = {},
	publisher = {AAAI Press},
	year = {2022},
	url = {https://ojs.aaai.org/index.php/AAAI/article/view/17116},
	pdf = {\url{https://lipn.univ-paris13.fr/}~osmani/mapage/publications/},
	biburl = {\url{https://dblp.org/rec/conf/aaai/OsmaniHB21.bib}},
	bibsource = {dblp computer science bibliography, \url{https://dblp.org}}
}
, ,
(
2021
).
Augmented Experiment in Material Engineering Using Machine Learning
. In
Thirty-Fifth AAAI Conference on Artificial Intelligence,
(pp.
9251–9258
). [PDF] [bib]
@inproceedings{DBLP:conf/aaai/OsmaniHB21,
	author = {Aomar OSMANI and Massinissa Hamidi and Salah Bouhouche},
	title = {Augmented Experiment in Material Engineering Using Machine Learning},
	booktitle = {Thirty-Fifth AAAI Conference on Artificial Intelligence,},
	pages = {9251{\textendash}9258},
	publisher = {AAAI Press},
	year = {2021},
	url = {https://ojs.aaai.org/index.php/AAAI/article/view/17116},
	biburl = {\url{https://dblp.org/rec/conf/aaai/OsmaniHB21.bib}},
	pdf = {\url{https://lipn.univ-paris13.fr/}~osmani/mapage/publications/},
	bibsource = {dblp computer science bibliography, \url{https://dblp.org}}
}
, ,
(
2021
).
Equational Model Guided by Real-time Sensor Data to Monitor Industrial Robots
. In
17th IEEE International Conference on Automation Science and Engineering, CASE 2021, Lyon, France, August 23-27, 2021
(pp.
1848–1854
). [PDF] [DOI:10.1109/CASE49439.2021.9551678] [bib]
@inproceedings{DBLP:conf/case/OsmaniAR21,
	author = {Aomar OSMANI and Pegah Alizadeh and Christophe Rodrigues},
	title = {Equational Model Guided by Real-time Sensor Data to Monitor Industrial
               Robots},
	booktitle = {17th IEEE International Conference on Automation Science and Engineering,
               CASE 2021, Lyon, France, August 23-27, 2021},
	pages = {1848{\textendash}1854},
	publisher = {IEEE},
	year = {2021},
	url = {},
	pdf = {\url{https://lipn.univ-paris13.fr/}~osmani/mapage/publications/},
	doi = {10.1109/CASE49439.2021.9551678},
	biburl = {\url{https://dblp.org/rec/conf/case/OsmaniAR21.bib}},
	bibsource = {dblp computer science bibliography, \url{https://dblp.org}}
}
,
(
2021
).
Modélisation du processus de génération de données pour la reconnaissance d'activités
. In
Extraction et Gestion des Connaissances, EGC 2021, 25-29 Janvier 2021, Montpellier, France
(pp.
405–412
). [PDF] [bib]
@inproceedings{DBLP:conf/f-egc/HamidiO21,
	author = {Massinissa Hamidi and Aomar OSMANI},
	editor = {},
	title = {Mod\'elisation du processus de g\'en\'eration
               de donn\'ees pour la reconnaissance d'activit\'es},
	booktitle = {Extraction et Gestion des Connaissances, EGC 2021, 25-29 Janvier
               2021, Montpellier, France},
	series = {RNTI},
	volume = {E-37},
	pages = {405{\textendash}412},
	publisher = {\'Editions RNTI},
	year = {2021},
	url = {http://editions-rnti.fr/?inprocid=1002673},
	biburl = {\url{https://dblp.org/rec/conf/f-egc/HamidiO21.bib}},
	bibsource = {dblp computer science bibliography, \url{https://dblp.org}},
	pdf = {\url{https://lipn.univ-paris13.fr/}~osmani/mapage/publications/}
}
, ,
(
2021
).
Hierarchical Learning of Dependent Concepts for Human Activity Recognition
. In
Advances in Knowledge Discovery and Data Mining - 25th Pacific-Asia Conference, PAKDD 2021, Virtual Event, May 11-14, 2021, Proceedings, Part II
(pp.
79–92
). [PDF] [DOI:10.1007/978-3-030-75765-6_7] [bib]
@inproceedings{DBLP:conf/pakdd/OsmaniHA21,
	author = {Aomar OSMANI and Massinissa Hamidi and Pegah Alizadeh},
	editor = {},
	title = {Hierarchical Learning of Dependent Concepts for Human Activity Recognition},
	booktitle = {Advances in Knowledge Discovery and Data Mining - 25th Pacific-Asia
               Conference, PAKDD 2021, Virtual Event, May 11-14, 2021, Proceedings,
               Part II},
	series = {Lecture Notes in Computer Science},
	volume = {12713},
	pages = {79{\textendash}92},
	publisher = {Springer},
	year = {2021},
	url = {},
	pdf = {\url{https://lipn.univ-paris13.fr/}~osmani/mapage/publications/},
	doi = {10.1007/978-3-030-75765-6\_7},
	biburl = {\url{https://dblp.org/rec/conf/pakdd/OsmaniHA21.bib}},
	bibsource = {dblp computer science bibliography, \url{https://dblp.org}}
}
, ,
(
2020
).
A multi-view architecture for the SHL challenge
. In
UbiComp/ISWC '20: 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2020 ACM International Symposium on Wearable Computers, Virtual Event, Mexico, September 12-17, 2020
(pp.
317–322
). [PDF] [DOI:10.1145/3410530.3414351] [bib]
@inproceedings{DBLP:conf/huc/HamidiOA20,
	author = {Massinissa Hamidi and Aomar OSMANI and Pegah Alizadeh},
	editor = {},
	title = {A multi-view architecture for the SHL challenge},
	booktitle = {UbiComp/ISWC '20: 2020 ACM International Joint Conference on Pervasive
               and Ubiquitous Computing and 2020 ACM International Symposium on
               Wearable Computers, Virtual Event, Mexico, September 12-17, 2020},
	pages = {317{\textendash}322},
	publisher = {ACM},
	year = {2020},
	url = {},
	pdf = {\url{https://lipn.univ-paris13.fr/}~osmani/mapage/publications/},
	doi = {10.1145/3410530.3414351},
	biburl = {\url{https://dblp.org/rec/conf/huc/HamidiOA20.bib}},
	bibsource = {dblp computer science bibliography, \url{https://dblp.org}}
}
,
(
2020
).
Data Generation Process Modeling for Activity Recognition
. In
(ECML/PKDD)
(pp.
374–390
). [PDF] [DOI:10.1007/978-3-030-67667-4_23] [bib]
@inproceedings{DBLP:conf/pkdd/HamidiO20,
	author = {Massinissa Hamidi and Aomar OSMANI},
	editor = {},
	title = {Data Generation Process Modeling for Activity Recognition},
	booktitle = {(ECML/PKDD)},
	volume = {12460},
	pages = {374{\textendash}390},
	year = {2020},
	url = {},
	pdf = {\url{https://lipn.univ-paris13.fr/}~osmani/mapage/publications/},
	doi = {10.1007/978-3-030-67667-4\_23},
	biburl = {\url{https://dblp.org/rec/conf/pkdd/HamidiO20.bib}},
	bibsource = {dblp computer science bibliography, \url{https://dblp.org}}
}
, , , , , ,
(
2019
).
Hapicare: A Healthcare Monitoring System with Self-Adaptive Coaching using Probabilistic Reasoning
. In
2019 IEEE/ACS 16th International Conference on Computer Systems and Applications (AICCSA)
(pp.
1-8
). [bib]
@inproceedings{kordistani:2019,
	author = {H. Kordestani and R. Mojarad and A. Chibani and Aomar OSMANI and Y. Amirat and K. Barkaoui and W. Zahran},
	booktitle = {2019 IEEE/ACS 16th International Conference on Computer Systems and Applications (AICCSA)},
	title = {Hapicare: A Healthcare Monitoring System with Self-Adaptive Coaching using Probabilistic Reasoning},
	year = {2019},
	volume = {},
	number = {},
	pages = {1-8}
}
, ,
(
2019
).
Calcul d'une politique déterministe dans un MDP avec récompenses imprécises
. In
Extraction et Gestion des connaissances, EGC
(pp.
45–56
). [PDF] [bib]
@inproceedings{DBLP:conf/f-egc/AlizadehOT19,
	author = {Pegah Alizadeh and Aomar OSMANI and Emiliano Traversi},
	title = {Calcul d'une politique d\'eterministe dans un MDP avec
               r\'ecompenses impr\'ecises},
	booktitle = {Extraction et Gestion des connaissances, EGC},
	pages = {45{\textendash}56},
	year = {2019},
	pdf = {\url{https://lipn.univ-paris13.fr/}~osmani/mapage/publications/},
	url = {http://editions-rnti.fr/?inprocid=1002467},
	biburl = {\url{https://dblp.org/rec/bib/conf/f-egc/AlizadehOT19}},
	bibsource = {dblp computer science bibliography, \url{https://dblp.org}}
}
, ,
(
2019
).
Monitoring of a Dynamic System Based on Autoencoders
. In
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, IJCAI
(pp.
1836–1843
). [PDF] [DOI:10.24963/ijcai.2019/254] [bib]
@inproceedings{DBLP:conf/ijcai/OsmaniHB19,
	author = {Aomar OSMANI and Massinissa Hamidi and Salah Bouhouche},
	title = {Monitoring of a Dynamic System Based on Autoencoders},
	booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
               Artificial Intelligence, IJCAI},
	pages = {1836{\textendash}1843},
	year = {2019},
	url = {},
	pdf = {\url{https://lipn.univ-paris13.fr/}~osmani/mapage/publications/},
	doi = {10.24963/ijcai.2019/254},
	biburl = {\url{https://dblp.org/rec/bib/conf/ijcai/OsmaniHB19}},
	bibsource = {dblp computer science bibliography, \url{https://dblp.org}}
}
,
(
2018
).
Hybrid and Convolutional Neural Networks for Locomotion Recognition
. In
(International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers UbiComp/ISWC)
(pp.
1531–1540
). [PDF] [DOI:10.1145/3267305.3267520] [bib]
@inproceedings{DBLP:conf/huc/OsmaniH18,
	author = {Aomar OSMANI and Massinissa Hamidi},
	title = {Hybrid and Convolutional Neural Networks for Locomotion Recognition},
	booktitle = {(International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers UbiComp/ISWC)},
	pages = {1531{\textendash}1540},
	year = {2018},
	url = {},
	pdf = {\url{https://lipn.univ-paris13.fr/}~osmani/mapage/publications/},
	doi = {10.1145/3267305.3267520},
	biburl = {\url{https://dblp.org/rec/bib/conf/huc/OsmaniH18}},
	bibsource = {dblp computer science bibliography, \url{https://dblp.org}}
}
, ,
(
2017
).
Platform for Assessment and Monitoring of Infant Comfort
. In
2017 AAAI Fall Symposia, Arlington, Virginia, USA
(pp.
36–44
). [PDF] [bib]
@inproceedings{DBLP:conf/aaaifs/OsmaniHC17,
	author = {Aomar OSMANI and Massinissa Hamidi and Abdelghani Chibani},
	title = {Platform for Assessment and Monitoring of Infant Comfort},
	booktitle = {2017 AAAI Fall Symposia, Arlington, Virginia, USA},
	pages = {36{\textendash}44},
	year = {2017},
	url = {https://aaai.org/ocs/index.php/FSS/FSS17/paper/view/15989},
	pdf = {\url{https://lipn.univ-paris13.fr/}~osmani/mapage/publications/},
	biburl = {\url{https://dblp.org/rec/bib/conf/aaaifs/OsmaniHC17}},
	bibsource = {dblp computer science bibliography, \url{https://dblp.org}}
}
, ,
(
2017
).
Machine Learning Approach for Infant Cry Interpretation
. In
29th IEEE International Conference on Tools with Artificial Intelligence, ICTAI 2017, Boston
(pp.
182–186
). [PDF] [DOI:10.1109/ICTAI.2017.00038] [bib]
@inproceedings{DBLP:conf/ictai/OsmaniHC17,
	author = {Aomar OSMANI and Massinissa Hamidi and Abdelghani Chibani},
	title = {Machine Learning Approach for Infant Cry Interpretation},
	booktitle = {29th IEEE International Conference on Tools with Artificial Intelligence,
               ICTAI 2017, Boston},
	pages = {182{\textendash}186},
	year = {2017},
	url = {},
	pdf = {\url{https://lipn.univ-paris13.fr/}~osmani/mapage/publications/},
	doi = {10.1109/ICTAI.2017.00038},
	biburl = {\url{https://dblp.org/rec/bib/conf/ictai/OsmaniHC17}},
	bibsource = {dblp computer science bibliography, \url{https://dblp.org}}
}
, , ,
(
2017
).
A GRC-Centric Approach for Enhancing Management Process of IoT-Based Health Institution
. In
Mobile, Secure, and Programmable Networking - Third International Conference, MSPN 2017, Paris, France, June 29-30, 2017, Revised Selected Papers
(pp.
207–221
). [PDF] [DOI:10.1007/978-3-319-67807-8_16] [bib]
@inproceedings{DBLP:conf/mspn/LezzarBKO17,
	author = {Fouzi Lezzar and Djamel Benmerzoug and Ilham Kitouni and Aomar OSMANI},
	title = {A GRC-Centric Approach for Enhancing Management Process of IoT-Based
               Health Institution},
	booktitle = {Mobile, Secure, and Programmable Networking - Third International
               Conference, MSPN 2017, Paris, France, June 29-30, 2017, Revised
               Selected Papers},
	pages = {207{\textendash}221},
	year = {2017},
	url = {},
	pdf = {\url{https://lipn.univ-paris13.fr/}~osmani/mapage/publications/},
	doi = {10.1007/978-3-319-67807-8\_16},
	biburl = {\url{https://dblp.org/rec/bib/conf/mspn/LezzarBKO17}},
	bibsource = {dblp computer science bibliography, \url{https://dblp.org}}
}
, ,
(
2011
).
Transformation Learning in the Context of Model-Driven Data Warehouse: An Experimental Design Based on Inductive Logic Programming
. In
IEEE 23rd International Conference on Tools with Artificial Intelligence, ICTAI 2011, Boca Raton, FL, USA, November 7-9, 2011
(pp.
693–700
). [PDF] [DOI:10.1109/ICTAI.2011.110] [bib]
@inproceedings{DBLP:conf/ictai/EssaidiOR11,
	author = {Moez Essaidi and Aomar OSMANI and C\'eline Rouveirol},
	title = {Transformation Learning in the Context of Model-Driven Data Warehouse:
               An Experimental Design Based on Inductive Logic Programming},
	booktitle = {IEEE 23rd International Conference on Tools with Artificial Intelligence,
               ICTAI 2011, Boca Raton, FL, USA, November 7-9, 2011},
	pages = {693{\textendash}700},
	year = {2011},
	url = {},
	pdf = {\url{https://lipn.univ-paris13.fr/}~osmani/mapage/publications/},
	doi = {10.1109/ICTAI.2011.110},
	biburl = {\url{https://dblp.org/rec/bib/conf/ictai/EssaidiOR11}},
	bibsource = {dblp computer science bibliography, \url{https://dblp.org}}
}
, ,
(
2011
).
Learning Dependent-Concepts in ILP: Application to Model-Driven Data Warehouses
. In
Latest Advances in Inductive Logic Programming, ILP 2011, Late Breaking Papers, Windsor Great Park, UK, July 31 - August 3, 2011.
(pp.
151–172
). [PDF] [DOI:10.1142/9781783265091_0017] [bib]
@inproceedings{DBLP:conf/ilp/EssaidiOR11,
	author = {Moez Essaidi and Aomar OSMANI and C\'eline Rouveirol},
	title = {Learning Dependent-Concepts in ILP: Application to Model-Driven
               Data Warehouses},
	booktitle = {Latest Advances in Inductive Logic Programming, ILP 2011, Late Breaking
               Papers, Windsor Great Park, UK, July 31 - August 3, 2011.},
	pages = {151{\textendash}172},
	year = {2011},
	url = {},
	pdf = {\url{https://lipn.univ-paris13.fr/}~osmani/mapage/publications/},
	doi = {10.1142/9781783265091\_0017},
	biburl = {\url{https://dblp.org/rec/bib/conf/ilp/EssaidiOR11}},
	bibsource = {dblp computer science bibliography, \url{https://dblp.org}}
}
,
(
2010
).
Towards Model-driven Data Warehouse Automation using Machine Learning
. In
ICEC 2010 - Proceedings of the International Conference on Evolutionary Computation, [part of the International Joint Conference on Computational Intelligence IJCCI 2010]
(pp.
380–383
). [PDF] [bib]
@inproceedings{DBLP:conf/ijcci/EssaidiO10,
	author = {Moez Essaidi and Aomar OSMANI},
	title = {Towards Model-driven Data Warehouse Automation using Machine Learning},
	booktitle = {ICEC 2010 - Proceedings of the International Conference on Evolutionary
               Computation, [part of the International Joint Conference on Computational
               Intelligence IJCCI 2010]},
	pages = {380{\textendash}383},
	year = {2010},
	pdf = {\url{https://lipn.univ-paris13.fr/}~osmani/mapage/publications/},
	biburl = {\url{https://dblp.org/rec/bib/conf/ijcci/EssaidiO10}},
	bibsource = {dblp computer science bibliography, \url{https://dblp.org}}
}
,
(
2009
).
Empirical Study of Relational Learning Algorithms in the Phase Transition Framework
. In
Machine Learning and Knowledge Discovery in Databases, European Conference, ECML PKDD 2009, Bled, Slovenia
(pp.
51–66
). [PDF] [DOI:10.1007/978-3-642-04180-8_21] [bib]
@inproceedings{DBLP:conf/pkdd/AlphonseO09,
	author = {\'Erick Alphonse and Aomar OSMANI},
	title = {Empirical Study of Relational Learning Algorithms in the Phase Transition
               Framework},
	booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference,
               ECML PKDD 2009, Bled, Slovenia},
	pages = {51{\textendash}66},
	year = {2009},
	url = {},
	pdf = {\url{https://lipn.univ-paris13.fr/}~osmani/mapage/publications/},
	doi = {10.1007/978-3-642-04180-8\_21},
	biburl = {\url{https://dblp.org/rec/bib/conf/pkdd/AlphonseO09}},
	bibsource = {dblp computer science bibliography, \url{https://dblp.org}}
}
,
(
2009
).
Data Warehouse Development Using MDA and 2TUP
. In
18th International Conference on Software Engineering and Data Engineering (SEDE-2009)
(pp.
138–143
). [PDF] [bib]
@inproceedings{DBLP:conf/sede/EssaidiO09,
	author = {Moez Essaidi and Aomar OSMANI},
	title = {Data Warehouse Development Using MDA and 2TUP},
	booktitle = {18th International Conference on Software Engineering and Data Engineering
               (SEDE-2009)},
	pages = {138{\textendash}143},
	year = {2009},
	pdf = {\url{https://lipn.univ-paris13.fr/}~osmani/mapage/publications/},
	biburl = {\url{https://dblp.org/rec/bib/conf/sede/EssaidiO09}},
	bibsource = {dblp computer science bibliography, \url{https://dblp.org}}
}
,
(
2008
).
A Model to Study Phase Transition and Plateaus in Relational Learning
. In
Inductive Logic Programming, 18th International Conference, ILP 2008, Prague
(pp.
6–23
). [PDF] [DOI:10.1007/978-3-540-85928-4_6] [bib]
@inproceedings{DBLP:conf/ilp/AlphonseO08,
	author = {\'Erick Alphonse and Aomar OSMANI},
	title = {A Model to Study Phase Transition and Plateaus in Relational Learning},
	booktitle = {Inductive Logic Programming, 18th International Conference, ILP
               2008, Prague},
	pages = {6{\textendash}23},
	year = {2008},
	url = {},
	pdf = {\url{https://lipn.univ-paris13.fr/}~osmani/mapage/publications/},
	doi = {10.1007/978-3-540-85928-4\_6},
	biburl = {\url{https://dblp.org/rec/bib/conf/ilp/AlphonseO08}},
	bibsource = {dblp computer science bibliography, \url{https://dblp.org}}
}
,
(
2007
).
Mining Association Rules in Temporal Sequences
. In
Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, CIDM 2007, part of the IEEE Symposium Series on Computational Intelligence
(pp.
610–615
). [PDF] [DOI:10.1109/CIDM.2007.368932] [bib]
@inproceedings{DBLP:conf/cidm/BouandasO07,
	author = {Khellaf Bouandas and Aomar OSMANI},
	title = {Mining Association Rules in Temporal Sequences},
	booktitle = {Proceedings of the IEEE Symposium on Computational Intelligence
               and Data Mining, CIDM 2007, part of the IEEE Symposium Series
               on Computational Intelligence},
	pages = {610{\textendash}615},
	year = {2007},
	url = {},
	pdf = {\url{https://lipn.univ-paris13.fr/}~osmani/mapage/publications/},
	doi = {10.1109/CIDM.2007.368932},
	biburl = {\url{https://dblp.org/rec/bib/conf/cidm/BouandasO07}},
	bibsource = {dblp computer science bibliography, \url{https://dblp.org}}
}
,
(
2007
).
Phase transition and heuristic search in relational learning
. In
The Sixth International Conference on Machine Learning and Applications, ICMLA 2007, Cincinnati, Ohio, USA
(pp.
112–117
). [PDF] [DOI:10.1109/ICMLA.2007.102] [bib]
@inproceedings{DBLP:conf/icmla/AlphonseO07,
	author = {\'Erick Alphonse and Aomar OSMANI},
	title = {Phase transition and heuristic search in relational learning},
	booktitle = {The Sixth International Conference on Machine Learning and Applications,
               ICMLA 2007, Cincinnati, Ohio, USA},
	pages = {112{\textendash}117},
	year = {2007},
	url = {},
	pdf = {\url{https://lipn.univ-paris13.fr/}~osmani/mapage/publications/},
	doi = {10.1109/ICMLA.2007.102},
	biburl = {\url{https://dblp.org/rec/bib/conf/icmla/AlphonseO07}},
	bibsource = {dblp computer science bibliography, \url{https://dblp.org}}
}
, ,
(
2006
).
bitSPADE: A Lattice-based Sequential Pattern Mining Algorithm Using Bitmap Representation
. In
Proceedings of the 6th IEEE International Conference on Data Mining (ICDM
(pp.
792–797
). [PDF] [DOI:10.1109/ICDM.2006.28] [bib]
@inproceedings{DBLP:conf/icdm/AseervathamOV06,
	author = {Sujeevan Aseervatham and Aomar OSMANI and Emmanuel Viennet},
	title = {bitSPADE: A Lattice-based Sequential Pattern Mining Algorithm Using
               Bitmap Representation},
	booktitle = {Proceedings of the 6th IEEE International Conference on Data Mining
               (ICDM},
	pages = {792{\textendash}797},
	year = {2006},
	url = {},
	pdf = {\url{https://lipn.univ-paris13.fr/}~osmani/mapage/publications/},
	doi = {10.1109/ICDM.2006.28},
	biburl = {\url{https://dblp.org/rec/bib/conf/icdm/AseervathamOV06}},
	bibsource = {dblp computer science bibliography, \url{https://dblp.org}}
}
,
(
2006
).
On the Connection Between the Phase Transition of the Covering Test and the Learning Success Rate
. In
Inductive Logic Programming, 16th International Conference, ILP , Revised Selected Papers
(pp.
27–29
). [PDF] [DOI:10.1007/978-3-540-73847-3_6] [bib]
@inproceedings{DBLP:conf/ilp/AlphonseO06,
	author = {\'Erick Alphonse and Aomar OSMANI},
	title = {On the Connection Between the Phase Transition of the Covering Test
               and the Learning Success Rate},
	booktitle = {Inductive Logic Programming, 16th International Conference, ILP
              , Revised Selected
               Papers},
	pages = {27{\textendash}29},
	year = {2006},
	url = {},
	pdf = {\url{https://lipn.univ-paris13.fr/}~osmani/mapage/publications/},
	doi = {10.1007/978-3-540-73847-3\_6},
	biburl = {\url{https://dblp.org/rec/bib/conf/ilp/AlphonseO06}},
	bibsource = {dblp computer science bibliography, \url{https://dblp.org}}
}
, , ,
(
2005
).
Evolutive complex scheduling in interaction networks for quality improvment in geographical data base updating
. In
12th IEEE International Conference on Electronics, Circuits, and Systems, ICECS
(pp.
1–4
). [PDF] [DOI:10.1109/ICECS.2005.4633616] [bib]
@inproceedings{DBLP:conf/icecsys/Kadri-DahmaniBDO05,
	author = {Hakima Kadri-Dahmani and Cyrille Bertelle and G\'erard Duchamp and Aomar OSMANI},
	title = {Evolutive complex scheduling in interaction networks for quality improvment
               in geographical data base updating},
	booktitle = {12th IEEE International Conference on Electronics, Circuits, and
               Systems, ICECS},
	pages = {1{\textendash}4},
	year = {2005},
	url = {},
	pdf = {\url{https://lipn.univ-paris13.fr/}~osmani/mapage/publications/},
	doi = {10.1109/ICECS.2005.4633616},
	biburl = {\url{https://dblp.org/rec/bib/conf/icecsys/Kadri-DahmaniBDO05}},
	bibsource = {dblp computer science bibliography, \url{https://dblp.org}}
}
,
(
2003
).
Optimal Approach for Temporal Patterns Discovery
. In
Proceedings of the Sixteenth International Florida Artificial Intelligence Research Society Conference, AAAI press USA
(pp.
455–459
). [PDF] [bib]
@inproceedings{DBLP:conf/flairs/BouandasO03,
	author = {Khellaf Bouandas and Aomar OSMANI},
	title = {Optimal Approach for Temporal Patterns Discovery},
	booktitle = {Proceedings of the Sixteenth International Florida Artificial Intelligence
               Research Society Conference, 
               AAAI press USA},
	pages = {455{\textendash}459},
	year = {2003},
	pdf = {\url{https://lipn.univ-paris13.fr/}~osmani/mapage/publications/},
	url = {http://www.aaai.org/Library/FLAIRS/2003/flairs03-089.php},
	biburl = {\url{https://dblp.org/rec/bib/conf/flairs/BouandasO03}},
	bibsource = {dblp computer science bibliography, \url{https://dblp.org}}
}
,
(
2003
).
Computing Lower Bound for MAX-CSP Problems
. In
Developments in Applied Artificial Intelligence, 16th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA/AIE, UK
(pp.
614–624
). [PDF] [DOI:10.1007/3-540-45034-3_62] [bib]
@inproceedings{DBLP:conf/ieaaie/BannaceurO03,
	author = {Hachemi Bennaceur and Aomar OSMANI},
	title = {Computing Lower Bound for MAX-CSP Problems},
	booktitle = {Developments in Applied Artificial Intelligence, 16th International
               Conference on Industrial and Engineering Applications of Artificial
               Intelligence and Expert Systems, IEA/AIE, UK},
	pages = {614{\textendash}624},
	year = {2003},
	url = {},
	pdf = {\url{https://lipn.univ-paris13.fr/}~osmani/mapage/publications/},
	doi = {10.1007/3-540-45034-3\_62},
	biburl = {\url{https://dblp.org/rec/bib/conf/ieaaie/BannaceurO03}},
	bibsource = {dblp computer science bibliography, \url{https://dblp.org}}
}
, ,
(
2003
).
On the consistency of cardinality constraints in UML modelling
. In
Enhanced Interoperable Systems. Proceedings of the 10th ISPE International Conference on Concurrent Engineering (ISPE CE, Portugal
(pp.
287–292
). [PDF] [bib]
@inproceedings{DBLP:conf/ispe/BoufaresBO03,
	author = {Faouzi Boufar\`es and Hachemi Bennaceur and Aomar OSMANI},
	title = {On the consistency of cardinality constraints in UML modelling},
	booktitle = {Enhanced Interoperable Systems. Proceedings of the 10th ISPE International
               Conference on Concurrent Engineering (ISPE CE, Portugal},
	pages = {287{\textendash}292},
	year = {2003},
	pdf = {\url{https://lipn.univ-paris13.fr/}~osmani/mapage/publications/},
	biburl = {\url{https://dblp.org/rec/bib/conf/ispe/BoufaresBO03}},
	bibsource = {dblp computer science bibliography, \url{https://dblp.org}}
}
(
2003
).
Qualitative Point Sequential Patterns
. In
Knowledge-Based Intelligent Information and Engineering Systems, 7th International Conference, KES 2003, Oxford, UK
(pp.
485–492
). [PDF] [DOI:10.1007/978-3-540-45224-9_67] [bib]
@inproceedings{DBLP:conf/kes/Osmani03,
	author = {Aomar OSMANI},
	title = {Qualitative Point Sequential Patterns},
	booktitle = {Knowledge-Based Intelligent Information and Engineering Systems, 7th
               International Conference, KES 2003, Oxford, UK},
	pages = {485{\textendash}492},
	year = {2003},
	url = {},
	pdf = {\url{https://lipn.univ-paris13.fr/}~osmani/mapage/publications/},
	doi = {10.1007/978-3-540-45224-9\_67},
	biburl = {\url{https://dblp.org/rec/bib/conf/kes/Osmani03}},
	bibsource = {dblp computer science bibliography, \url{https://dblp.org}}
}
,
(
2002
).
Updating Data in GIS: How to Maintain Database Consistency?
. In
ICEIS 2002, Proceedings of the 4st International Conference on Enterprise Information Systems, Spain
(pp.
587–593
). [PDF] [bib]
@inproceedings{DBLP:conf/iceis/Kadri-DahmaniO02,
	author = {Hakima Kadri-Dahmani and Aomar OSMANI},
	title = {Updating Data in GIS: How to Maintain Database Consistency?},
	booktitle = {ICEIS 2002, Proceedings of the 4st International Conference on Enterprise
               Information Systems, Spain},
	pages = {587{\textendash}593},
	year = {2002},
	pdf = {\url{https://lipn.univ-paris13.fr/}~osmani/mapage/publications/},
	biburl = {\url{https://dblp.org/rec/bib/conf/iceis/Kadri-DahmaniO02}},
	bibsource = {dblp computer science bibliography, \url{https://dblp.org}}
}
, , ,
(
2001
).
Distributed Model for an SDH Telecommunication Network Diagnosis
. In
Proceedings of the ISCA 10th International Conference on Intelligent Systems, June 13-15, 2001, The Hyatt Hotel, Arlington, Virginia, USA.
(pp.
122–125
). Rank: q1,a* [PDF] [slide] [code] [bib]
@inproceedings{DBLP:conf/ISCAicis/DagueKLO01,
	author = {Philippe Dague and Francine Krief and Fran\c{c}ois L\'evy and Aomar OSMANI},
	title = {Distributed Model for an SDH Telecommunication Network Diagnosis},
	booktitle = {Proceedings of the ISCA 10th International Conference on Intelligent
               Systems, June 13-15, 2001, The Hyatt Hotel, Arlington, Virginia, USA.},
	pages = {122{\textendash}125},
	year = {2001},
	pdf = {\url{https://lipn.univ-paris13.fr/}~osmani/mapage/publications/},
	biburl = {\url{https://dblp.org/rec/bib/conf/ISCAicis/DagueKLO01}},
	bibsource = {dblp computer science bibliography, \url{https://dblp.org}},
	code = {https://github/},
	slide = {https://github/}
}
(
2000
).
Model-Based-Diagnosis for Fault Management in Telecommunications Networks
. In
Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on on Innovative Applications of Artificial Intelligence, July 30 - August 3, 2000, Austin, Texas, USA
(pp.
1088
). [PDF] [bib]
@inproceedings{DBLP:conf/aaai/Osmani00,
	author = {Aomar OSMANI},
	editor = {Henry A. Kautz and Bruce W. Porter},
	title = {Model-Based-Diagnosis for Fault Management in Telecommunications Networks},
	booktitle = {Proceedings of the Seventeenth National Conference on Artificial Intelligence
               and Twelfth Conference on on Innovative Applications of Artificial
               Intelligence, July 30 - August 3, 2000, Austin, Texas, USA},
	pages = {1088},
	publisher = {AAAI Press / The MIT Press},
	year = {2000},
	pdf = {\url{https://lipn.univ-paris13.fr/}~osmani/mapage/publications/},
	url = {http://www.aaai.org/Library/AAAI/2000/aaai00-171.php},
	biburl = {\url{https://dblp.org/rec/conf/aaai/Osmani00.bib}},
	bibsource = {dblp computer science bibliography, \url{https://dblp.org}}
}
,
(
2000
).
Simulating faults in telecommunication network: Reasoning about uncertain propagation of events
. In
Proceedings of the ISCA 15th International Conference Computers and Their Applications, March 29-31, 2000, New Orleans, Louisiana, USA
(pp.
15–19
). [PDF] [bib]
@inproceedings{DBLP:conf/cata/OsmaniL00,
	author = {Aomar OSMANI and Fran\c{c}ois L\'evy},
	title = {Simulating faults in telecommunication network: Reasoning about uncertain
               propagation of events},
	booktitle = {Proceedings of the ISCA 15th International Conference Computers
               and Their Applications, March 29-31, 2000, New Orleans, Louisiana,
               USA},
	pages = {15{\textendash}19},
	year = {2000},
	pdf = {\url{https://lipn.univ-paris13.fr/}~osmani/mapage/publications/},
	biburl = {\url{https://dblp.org/rec/bib/conf/cata/OsmaniL00}},
	bibsource = {dblp computer science bibliography, \url{https://dblp.org}}
}
,
(
2000
).
A Model for Reasoning about Topologic Relations between cyclic intervals
. In
KR 2000, Principles of Knowledge Representation and Reasoning Proceedings of the Seventh International Conference, Breckenridge, Colorado, USA, April 11-15, 2000.
(pp.
378–385
). [PDF] [bib]
@inproceedings{DBLP:conf/kr/BalbianiO00,
	author = {Philippe Balbiani and Aomar OSMANI},
	title = {A Model for Reasoning about Topologic Relations between cyclic intervals},
	booktitle = {KR 2000, Principles of Knowledge Representation and Reasoning Proceedings
               of the Seventh International Conference, Breckenridge, Colorado, USA,
               April 11-15, 2000.},
	pages = {378{\textendash}385},
	year = {2000},
	pdf = {\url{https://lipn.univ-paris13.fr/}~osmani/mapage/publications/},
	biburl = {\url{https://dblp.org/rec/bib/conf/kr/BalbianiO00}},
	bibsource = {dblp computer science bibliography, \url{https://dblp.org}}
}
(
1999
).
Modeling and Simulating Breakdown Situations in Telecommunicatiion Networks
. In
Multiple Approaches to Intelligent Systems, 12th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA/AIE-99, Cairo, Egypt, May 31 - June 3, 1999, Proceedings
(pp.
679–687
). [PDF] [DOI:10.1007/978-3-540-48765-4_72] [bib]
@inproceedings{DBLP:conf/ieaaie/Osmani99,
	author = {Aomar OSMANI},
	title = {Modeling and Simulating Breakdown Situations in Telecommunicatiion
               Networks},
	booktitle = {Multiple Approaches to Intelligent Systems, 12th International Conference
               on Industrial and Engineering Applications of Artificial Intelligence
               and Expert Systems, IEA/AIE-99, Cairo, Egypt, May 31 - June 3, 1999,
               Proceedings},
	pages = {679{\textendash}687},
	year = {1999},
	url = {},
	pdf = {\url{https://lipn.univ-paris13.fr/}~osmani/mapage/publications/},
	doi = {10.1007/978-3-540-48765-4\_72},
	biburl = {\url{https://dblp.org/rec/bib/conf/ieaaie/Osmani99}},
	bibsource = {dblp computer science bibliography, \url{https://dblp.org}}
}
(
1999
).
Introduction to Reasoning about Cyclic Intervals
. In
Multiple Approaches to Intelligent Systems, 12th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA/AIE-99, Cairo, Egypt, May 31 - June 3, 1999, Proceedings
(pp.
698–706
). [PDF] [DOI:10.1007/978-3-540-48765-4_74] [bib]
@inproceedings{DBLP:conf/ieaaie/Osmani99a,
	author = {Aomar OSMANI},
	title = {Introduction to Reasoning about Cyclic Intervals},
	booktitle = {Multiple Approaches to Intelligent Systems, 12th International Conference
               on Industrial and Engineering Applications of Artificial Intelligence
               and Expert Systems, IEA/AIE-99, Cairo, Egypt, May 31 - June 3, 1999,
               Proceedings},
	pages = {698{\textendash}706},
	year = {1999},
	url = {},
	pdf = {\url{https://lipn.univ-paris13.fr/}~osmani/mapage/publications/},
	doi = {10.1007/978-3-540-48765-4\_74},
	biburl = {\url{https://dblp.org/rec/bib/conf/ieaaie/Osmani99a}},
	bibsource = {dblp computer science bibliography, \url{https://dblp.org}}
}
, , ,
(
1998
).
Reasoning about Generalized Intervals
. In
Artificial Intelligence: Methodology, Systems, and Applications, 8th International Conference, AIMSA '98, Sozopol, Bulgaria, September 21-13, 1998, Proceedings
(pp.
50–61
). [PDF] [DOI:10.1007/BFb0057434] [bib]
@inproceedings{DBLP:conf/aimsa/BalbianiCCO98,
	author = {Philippe Balbiani and Jean-Fran\c{c}ois Condotta and Luis Fari\~nas del Cerro and Aomar OSMANI},
	title = {Reasoning about Generalized Intervals},
	booktitle = {Artificial Intelligence: Methodology, Systems, and Applications, 8th
               International Conference, AIMSA '98, Sozopol, Bulgaria, September
               21-13, 1998, Proceedings},
	pages = {50{\textendash}61},
	year = {1998},
	url = {},
	pdf = {\url{https://lipn.univ-paris13.fr/}~osmani/mapage/publications/},
	doi = {10.1007/BFb0057434},
	biburl = {\url{https://dblp.org/rec/bib/conf/aimsa/BalbianiCCO98}},
	bibsource = {dblp computer science bibliography, \url{https://dblp.org}}
}
,
(
2003
).
A model based on domain theory for the supervision of the telecommunications networks
. In
The 10th International Conference on telecommunications ICT-2003
(pp.
31–40
). [PDF] [bib]
@inproceedings{AitMohamed2003a,
	author = {Larbi Ait Mohamed and Aomar OSMANI},
	title = {A model based on domain theory for the supervision of the telecommunications networks},
	booktitle = {The 10th International Conference on
                   telecommunications ICT-2003},
	pages = {31{\textendash}40},
	publisher = {IEEE Springer},
	date-modified = {2006-09-05 11:45:18 +0200},
	lipn-category = {intc},
	year = {2003},
	pdf = {\url{https://lipn.univ-paris13.fr/}~osmani/mapage/publications/}
}
(
2002
).
Learning Patterns in Multidimensional Space Using Interval Algebra
. In
Artificial Intelligence: Methodology, Systems, and Applications, 10th International Conference, AIMSA 2002, Varna, Bulgaria, September 4-6, 2002, Proceedings
(pp.
31–40
). [PDF] [DOI:10.1007/3-540-46148-5_4] [bib]
@inproceedings{DBLP:conf/aimsa/Osmani02,
	author = {Aomar OSMANI},
	editor = {Donia Scott},
	title = {Learning Patterns in Multidimensional Space Using Interval Algebra},
	booktitle = {Artificial Intelligence: Methodology, Systems, and Applications, 10th
               International Conference, AIMSA 2002, Varna, Bulgaria, September
               4-6, 2002, Proceedings},
	series = {Lecture Notes in Computer Science},
	volume = {2443},
	pages = {31{\textendash}40},
	publisher = {Springer},
	year = {2002},
	url = {},
	doi = {10.1007/3-540-46148-5\_4},
	pdf = {\url{https://lipn.univ-paris13.fr/}~osmani/mapage/publications/},
	biburl = {\url{https://dblp.org/rec/conf/aimsa/Osmani02.bib}},
	bibsource = {dblp computer science bibliography, \url{https://dblp.org}}
}
,
(
1999
).
Supervision of telecommunication networks
. In
5th European Control Conference, ECC 1999, Karlsruhe, Germany, August 31 - September 3, 1999
(pp.
3995–4000
). [PDF] [DOI:10.23919/ECC.1999.7099956] [bib]
@inproceedings{DBLP:conf/eucc/OsmaniR99,
	author = {Aomar OSMANI and L. Roz\'e},
	title = {Supervision of telecommunication networks},
	booktitle = {5th European Control Conference, ECC 1999, Karlsruhe, Germany, August
               31 - September 3, 1999},
	pages = {3995{\textendash}4000},
	publisher = {IEEE},
	year = {1999},
	url = {},
	doi = {10.23919/ECC.1999.7099956},
	pdf = {\url{https://lipn.univ-paris13.fr/}~osmani/mapage/publications/},
	biburl = {\url{https://dblp.org/rec/conf/eucc/OsmaniR99.bib}},
	bibsource = {dblp computer science bibliography, \url{https://dblp.org}}
}

Conférences nationales avec comité de lecture

,
(
2000
).
Un modèle pour le raisonnement topologique sur les intervalles cycliques
. In
12ème congrès francophone reconnaissance des formes et intelligence artificielle, AFRIF-AFIA-2000. Volume III
(pp.
69-78
). [bib]
@inproceedings{Osmani:00a,
	author = {P. Balbiani and Aomar OSMANI},
	title = {Un mod\`ele pour le raisonnement topologique sur les intervalles cycliques},
	booktitle = {12\`eme congr\`es francophone reconnaissance des formes et intelligence artificielle,    AFRIF-AFIA-2000. Volume III},
	year = {2000},
	optadress = {},
	volume = {},
	pages = {69-78}
}

Revues avec comité de lecture

,
(
2021
).
Domain models for data sources integration in HAR
.
Neurocomputing
,
444
, (pp.
244–259
). [PDF] [DOI:10.1016/j.neucom.2020.06.138] [bib]
@article{DBLP:journals/ijon/HamidiO21,
	author = {Massinissa Hamidi and Aomar OSMANI},
	title = {Domain models for data sources integration in HAR},
	journal = {Neurocomputing},
	volume = {444},
	pages = {244{\textendash}259},
	year = {2021},
	url = {},
	doi = {10.1016/j.neucom.2020.06.138},
	pdf = {\url{https://lipn.univ-paris13.fr/}~osmani/mapage/publications/},
	timestamp = {Wed, 19 May 2021 16:17:23 +0200},
	biburl = {\url{https://dblp.org/rec/journals/ijon/HamidiO21.bib}},
	bibsource = {dblp computer science bibliography, \url{https://dblp.org}}
}
,
(
2021
).
Human Activity Recognition: A Dynamic Inductive Bias Selection Perspective
.
Sensors
,
21
(number), (pp.
7278
). [PDF] [DOI:10.3390/s21217278] [bib]
@article{DBLP:journals/sensors/HamidiO21,
	author = {Massinissa Hamidi and Aomar OSMANI},
	title = {Human Activity Recognition: A Dynamic Inductive Bias Selection Perspective},
	journal = {Sensors},
	volume = {21},
	number = {21},
	pages = {7278},
	year = {2021},
	url = {},
	doi = {10.3390/s21217278},
	pdf = {\url{https://lipn.univ-paris13.fr/}~osmani/mapage/publications/},
	timestamp = {Wed, 15 Dec 2021 10:31:34 +0100},
	biburl = {\url{https://dblp.org/rec/journals/sensors/HamidiO21.bib}},
	bibsource = {dblp computer science bibliography, \url{https://dblp.org}}
}
, , , ,
(
2021
).
Reinforcement Learning for Interactive QoS-Aware Services Composition
.
IEEE Syst. J.
,
15
(number), (pp.
1098–1108
). [PDF] [DOI:10.1109/JSYST.2020.2997069] [bib]
@article{DBLP:journals/sj/AlizadehOKCA21,
	author = {Pegah Alizadeh and Aomar OSMANI and Mohamed Essaid Khanouche and Abdelghani Chibani and Yacine Amirat},
	title = {Reinforcement Learning for Interactive QoS-Aware Services Composition},
	journal = {IEEE Syst. J.},
	volume = {15},
	number = {1},
	pages = {1098{\textendash}1108},
	year = {2021},
	url = {},
	doi = {10.1109/JSYST.2020.2997069},
	pdf = {\url{https://lipn.univ-paris13.fr/}~osmani/mapage/publications/},
	timestamp = {Tue, 23 Mar 2021 14:13:04 +0100},
	biburl = {\url{https://dblp.org/rec/journals/sj/AlizadehOKCA21.bib}},
	bibsource = {dblp computer science bibliography, \url{https://dblp.org}}
}
,
(
2011
).
Business Intelligence-as-a-Service: Studying the Functional and the Technical Architectures.
., (pp.
199-221
). [PDF] [bib]
@article{Essaidi:2011,
	author = {Moez Essaidi and Aomar OSMANI},
	title = {Business Intelligence-as-a-Service: Studying the Functional and the Technical Architectures.},
	year = {2011},
	booktitle = {Business Intelligence Applications and the Web: Models, Systems and Technologies},
	isbn = {9781613500385},
	pages = {199-221},
	publisher = {IGI Global},
	pdf = {\url{https://lipn.univ-paris13.fr/}~osmani/mapage/publications/}
}
,
(
2010
).
Model driven data warehouse using MDA and 2TUP
.
J. Comput. Meth. in Science and Engineering
,
10
(number), (pp.
119–134
). [DOI:10.3233/JCM-2010-0273] [bib]
@article{DBLP:journals/jcmse/EssaidiO10,
	author = {Moez Essaidi and Aomar OSMANI},
	title = {Model driven data warehouse using MDA and 2TUP},
	journal = {J. Comput. Meth. in Science and Engineering},
	volume = {10},
	number = {3-6},
	pages = {119{\textendash}134},
	year = {2010},
	url = {},
	doi = {10.3233/JCM-2010-0273},
	timestamp = {Sun, 28 May 2017 13:19:58 +0200},
	biburl = {\url{https://dblp.org/rec/bib/journals/jcmse/EssaidiO10}},
	bibsource = {dblp computer science bibliography, \url{https://dblp.org}}
}
,
(
2008
).
On the connection between the phase transition of the covering test and the learning success rate in ILP
.
Machine Learning
,
70
(number), (pp.
135–150
). [PDF] [DOI:10.1007/s10994-007-5031-9] [bib]
@article{DBLP:journals/ml/AlphonseO08,
	author = {\'Erick Alphonse and Aomar OSMANI},
	title = {On the connection between the phase transition of the covering test
               and the learning success rate in ILP},
	journal = {Machine Learning},
	volume = {70},
	number = {2-3},
	pages = {135{\textendash}150},
	year = {2008},
	url = {},
	doi = {10.1007/s10994-007-5031-9},
	pdf = {\url{https://lipn.univ-paris13.fr/}~osmani/mapage/publications/},
	timestamp = {Sun, 28 May 2017 13:18:24 +0200},
	biburl = {\url{https://dblp.org/rec/bib/journals/ml/AlphonseO08}},
	bibsource = {dblp computer science bibliography, \url{https://dblp.org}}
}
, , ,
(
2008
).
Emergent property of consistent updated geographical database
.
IJMIC
,
3
(number), (pp.
58–68
). [PDF] [DOI:10.1504/IJMIC.2008.018185] [bib]
@article{DBLP:journals/ijmic/Kadri-DahmaniBD08,
	author = {Hakima Kadri-Dahmani and Cyrille Bertelle and G\'erard Henry Edmond Duchamp and Aomar OSMANI},
	title = {Emergent property of consistent updated geographical database},
	journal = {IJMIC},
	volume = {3},
	number = {1},
	pages = {58{\textendash}68},
	year = {2008},
	url = {},
	doi = {10.1504/IJMIC.2008.018185},
	pdf = {\url{https://lipn.univ-paris13.fr/}~osmani/mapage/publications/},
	timestamp = {Sun, 28 May 2017 13:18:58 +0200},
	biburl = {\url{https://dblp.org/rec/bib/journals/ijmic/Kadri-DahmaniBD08}},
	bibsource = {dblp computer science bibliography, \url{https://dblp.org}}
}
,
(
2003
).
Enterprise information systems IV
., (pp.
163–169
). [PDF] [bib]
@article{Kadri:2003,
	author = {Hakima Kadri-Dahmani and Aomar OSMANI},
	chapter = {Updating data in GIS: how to maintain database consistency?},
	title = {Enterprise information systems IV},
	editor = {Mario Piattini and Joaquim Filipe and Jos\'e Braz},
	year = {2003},
	isbn = {1-4020-1086-9},
	pages = {163{\textendash}169},
	numpages = {7},
	url = {http://dl.acm.org/citation.cfm?id=904031.904051},
	acmid = {904051},
	publisher = {Kluwer Academic Publishers},
	address = {Hingham, MA, USA},
	pdf = {\url{https://lipn.univ-paris13.fr/}~osmani/mapage/publications/}
}
,
(
2021
).
Description of Structural Biases and Associated Data in Sensor-Rich Environments
.
CoRR
,
abs/2104.04885
. [PDF] [bib]
@article{DBLP:journals/corr/abs-2104-04885,
	author = {Massinissa Hamidi and Aomar OSMANI},
	title = {Description of Structural Biases and Associated Data in Sensor-Rich
               Environments},
	journal = {CoRR},
	volume = {abs/2104.04885},
	year = {2021},
	url = {https://arxiv.org/abs/2104.04885},
	eprinttype = {arXiv},
	eprint = {2104.04885},
	timestamp = {Mon, 19 Apr 2021 16:45:47 +0200},
	biburl = {\url{https://dblp.org/rec/journals/corr/abs-2104-04885.bib}},
	bibsource = {dblp computer science bibliography, \url{https://dblp.org}},
	pdf = {\url{https://lipn.univ-paris13.fr/}~osmani/mapage/publications/}
}
, ,
(
2021
).
Affinity-Based Hierarchical Learning of Dependent Concepts for Human Activity Recognition
.
CoRR
,
abs/2104.04889
. [PDF] [bib]
@article{DBLP:journals/corr/abs-2104-04889,
	author = {Aomar OSMANI and Massinissa Hamidi and Pegah Alizadeh},
	title = {Affinity-Based Hierarchical Learning of Dependent Concepts for Human
               Activity Recognition},
	journal = {CoRR},
	volume = {abs/2104.04889},
	year = {2021},
	url = {https://arxiv.org/abs/2104.04889},
	eprinttype = {arXiv},
	pdf = {\url{https://lipn.univ-paris13.fr/}~osmani/mapage/publications/},
	eprint = {2104.04889},
	timestamp = {Mon, 19 Apr 2021 16:45:47 +0200},
	biburl = {\url{https://dblp.org/rec/journals/corr/abs-2104-04889.bib}},
	bibsource = {dblp computer science bibliography, \url{https://dblp.org}}
}
,
(
2002
).
Modélisation d'un anneau "SDH" pour les besoins de la gestion de fautes
.
Annales des Télécommunications
,
57
(number), (pp.
125–149
). [PDF] [DOI:10.1007/BF02994614] [bib]
@article{DBLP:journals/adt/KriefO02,
	author = {Francine Krief and Aomar OSMANI},
	title = {Mod\'elisation d'un anneau ''SDH'' pour les besoins de la gestion de fautes},
	journal = {Annales des T\'el\'ecommunications},
	volume = {57},
	number = {1-2},
	pages = {125{\textendash}149},
	year = {2002},
	url = {},
	doi = {10.1007/BF02994614},
	pdf = {\url{https://lipn.univ-paris13.fr/}~osmani/mapage/publications/},
	timestamp = {Sun, 28 May 2017 13:19:07 +0200},
	biburl = {\url{https://dblp.org/rec/bib/journals/adt/KriefO02}},
	bibsource = {dblp computer science bibliography, \url{https://dblp.org}}
}
, ,
(
2021
).
Deterministic policies based on maximum regrets in MDPs with imprecise rewards
.
AI Communications
,(number), (pp.
1–16
). [PDF] [bib]
@article{alizadeh2021deterministic,
	title = {Deterministic policies based on maximum regrets in MDPs with imprecise rewards},
	author = {Pegah Alizadeh and Emiliano Traversi and Aomar OSMANI},
	journal = {AI Communications},
	number = {Preprint},
	pages = {1{\textendash}16},
	year = {2021},
	publisher = {IOS Press},
	pdf = {\url{https://lipn.univ-paris13.fr/}~osmani/mapage/publications/}
}

Chapitres de livres

,
(
2021
).
Combining Domain Knowledge and Deep Learning to Improve HAR Models
. (pp.
55–77
).
WorldScientific
. [DOI:10.1142/9789811218842_0003] [bib]
@inbook{DBLP:books/ws/21/HamidiO21,
	author = {Massinissa Hamidi and Aomar OSMANI},
	editor = {Zhenghua Chen and Min Wu and Xiaoli Li},
	title = {Combining Domain Knowledge and Deep Learning to Improve HAR Models},
	booktitle = {Generalization with Deep Learning: For Improvement on Sensing Capability},
	pages = {55{\textendash}77},
	publisher = {WorldScientific},
	year = {2021},
	url = {},
	doi = {10.1142/9789811218842\_0003},
	timestamp = {Sun, 25 Jul 2021 11:34:38 +0200},
	biburl = {\url{https://dblp.org/rec/books/ws/21/HamidiO21.bib}},
	bibsource = {dblp computer science bibliography, \url{https://dblp.org}}
}
,
(
2019
).
Bayesian Optimization of Neural Architectures for Human Activity Recognition
. (pp.
171–195
). [DOI:10.1007/978-3-030-13001-5_12] [bib]
@inbook{DBLP:books/sp/19/OsmaniH19,
	author = {Aomar OSMANI and Massinissa Hamidi},
	title = {Bayesian Optimization of Neural Architectures for Human Activity Recognition},
	booktitle = {Human Activity Sensing - Corpus and Applications},
	pages = {171{\textendash}195},
	year = {2019},
	url = {},
	doi = {10.1007/978-3-030-13001-5\_12},
	timestamp = {Sun, 29 Sep 2019 17:31:24 +0200},
	biburl = {\url{https://dblp.org/rec/bib/books/sp/19/OsmaniH19}},
	bibsource = {dblp computer science bibliography, \url{https://dblp.org}}
}
(
2001
).
Diagnostic de fautes dans les réseaux de télécommunications (10pages) dans le livre Diagnostic intelligence artificielle et reconnaissance des formes - ISBN : 2-7462-0249-2
.
Hèrmes
. [bib]
@inbook{Osmani:2001,
	author = {Aomar OSMANI},
	title = {Diagnostic de fautes dans les r\'eseaux de t\'el\'ecommunications (10pages) dans le livre Diagnostic intelligence artificielle et reconnaissance des formes - ISBN : 2-7462-0249-2},
	isbn = {2-7462-0249-2},
	publisher = {H\`ermes},
	year = {2001}
}
,
(
2003
).
Learning Dependent-Concepts in ILP: Application to Model-Driven Data Warehouses
.
S. Muggleton
. [bib]
@inbook{Essaidi:95Muggleton,
	author = {Aomar Osmani Moez Essaidi and C\'eline Rouveirol)},
	title = {Learning Dependent-Concepts in ILP: Application to Model-Driven Data Warehouses},
	publisher = {S. Muggleton},
	series = {Recent advances in inductive logic programming},
	booktitle = {Proc. 7th Annu. ACM Conf. on Comput. Learning Theory, ACM Press, New York, NY},
	lipn-category = {chap},
	year = {2003}
}

Articles avec comité de lecture sans actes

Articles soumis

Fonctions exercées

    Maître de conférences HDR, HC, Univ. Sorbonne Paris Nord
    2017--Present
    Président de la société PowerOfThings (délégation pour création d'entreprise)
    2012--2017
    Maître de conférences, Univ. Paris 13, Soutenance HDR juin 2012
    2000--2012

Enseignements

Service total d'enseignement : 255h
IUT, Université Sorbonne Paris Nord (USPB), Institut Galilée USPN (IG)
2022--2023

Cours : Création du cours Architectures Logicielles (100h), Metaapprentissage et Internet des objets (39h-IG), Classification (30h), modélisation UML (40h), Programmation Orientée Objets (46h)

Service total d'enseignement : 302h
IUT USPN, IG, EFREI, Ecole Supérieure d'Ingénieurs Léonard de Vinci (ESILV)
2020---2021

Cours : cocréation Neural Networks and Deep Learning (27h), création Artificial Intelligence in Industry (31h-ESILV), création Internet des Objects (32h-EFREI), Programmation POO(55h,DUT), Génie logiciel (40h,DUT), Couches Applications IoT(30h, LP), Acquisition, transmission IoT (20h,M1-IG), complexité (32h, DUT), Apprentissage (35h, M2-IG)

Une centaine de projets réalisés par mes étudiants sont accessibles sur ma page : iot.m3la.org/project/

Service total d'enseignement annuel moyen : 290h
Auparavant : Univ P13, P5, P6, P12, EFREI, De Vinci, CNAM, ...
1996--2012, 2017--2019

Cours : Apprentissage Automatique, Complexité Algorithmique, POO (java, c++,.), Algorithmique, Génie logiciel, Modélisation, Base de données et entrepôts de données, IHM, IA, Réseaux et télécommunications, Architecture des ordinateurs, Systèmes d'exploitations, Calculabilité, Raisonnement spatio-temporel, Internet des objets