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«  Innovation is in Umanis’ DNA. Our ability to design creative solutions, based on the results of our research and our active technological watch, is our strength. Our R&D is decentralized to different production sites so as to be the best at local level and test our programs directly with our customers.  »

Patrice Darmon, Research & Innovation Director

 
Umanis Research & Innovation missions are :
  • Anticipate the needs of our customers with offers and solutions that are ahead of the market
  • Be at the cutting edge of applied research in selected strategic areas, aligned with Umanis Data strategy 
  • Lead Umanis experts communities in these different fields and the associated technical publications
  • Carry out top-end technology transfers to our teams (Consulting and Delivery teams) and our customers for tangible and measurable results

Our Research & Innovation team

Patrice Darmon
Patrice Darmon
Research & Innovation Director
Nesrine Fourati
Nesrine Fourati
PhD in Computer Science Affective Computing
Ali Hassan
Ali Hassan
PhD in Computer Science BI / OLAP / Spatial OLAP
Kamel Madi
Kamel Madi
PhD IN Computer Science AI / Pattern Recognition
Otman Manad
Otman Manad
PhD in Computer Science Information Retrieval / Text Mining
Tarek Menouer
Tarek Menouer
PhD in Computer Science Constraint Programing / HPC
Amine Mrabet
Amine Mrabet
PhD in Computer Science Cryptography
Olfa Slama
Olfa Slama
PhD in Computer Science BDD Graphs / Fuzzy Ontology
Hien Tran
Hien Tran
Computer Engineer Blockchain / Finance Front & Middle Office
Stéphane Carchon-Veyrier
Stéphane Carchon-Veyrier
R&D Consultant

Our Partners

pennsylvania-university-logo
University Metropolitan Oslo
Canada CNRC
National Chung Cheng University
University Hangzhou Dianzi
Alter way
Université Paris 13
CNRS
ISIR
Telecom Paris
IRSTEA
Lissi

News

5to7

30.01.20

Affective Computing or what if tomorrow’s machines felt our emotions?

See all

Our Scientific Publications

Moteurs de recommandations

Requêtes personnalisées sous un modèle de profil utilisateur généralisé basé sur les préférences SPARQL floues.

20e Conférence Internationale Francophone sur l’Extraction et la Gestion des Connaissances (EGC’20)
O. Slama
27.01.20
Bruxelles, Belgique
Moteurs de recommandations

Learning Fuzzy SPARQL User Preferences

31th IEEE International Conference on Tools with Artificial Intelligence (ICTAI'19)
O. Slama, A.Yazidi
04.11.19
Portland, Oregon, USA
Moteurs de recommandations

Personalized queries under a generalized user profile model based on fuzzy SPARQL preferences

28th IEEE International Conference on Fuzzy Systems (Fuzz-IEEE'19)
O. Slama
23.06.19
New Orleans, LA, USA
Moteurs de recommandations

New Profile Recommendation Approach Based on Multi-Criteria Algorithm

2018 IEEE International Conference on Big Data (Big Data)
T. Menouer, P. Darmon
13.12.18
Seattle, USA
Moteurs de recommandations

Enhancing Talent Search by Integrating and Querying Big HR Data

2018 IEEE International Conference on Big Data (Big Data)
O. Manad, M. Bentounsi, P. Darmon
10.12.18
Seattle, WA, USA
Moteurs de recommandations

TeamBuilder: D'un moteur de recommandation de CV scorés et ordonnés à l'analyse sémantique du patrimoine informationnel d'une société

BDA 2018
P. Darmon, R. Mazouzi, O. Manad, & M.Bentounsi
22.10.18
Bucarest, Roumanie
Moteurs de recommandations

New Profile Recommendation Approach Based on Multi-Criteria Algorithm

The IEEE International Symposium on Cloud and Services Computing (IEEE SC2 2018)
T.Menouer, P. Darmon
21.10.18
Paris, France
Orchestration optimisée de containers

Accelerated Promethee Algorithm Based on Dimensionality Reduction

9th IEEE International Symposium on Cloud and Service Computing
T.Menouer, C. Cérin, P.Darmon
19.11.19
Kaohsiung, Taiwan
Orchestration optimisée de containers

Containers Scheduling Consolidation Approach for Cloud Computing

The International Symposium on Pervasive Systems, Algorithms and Networks (I-SPAN 2019)
T. Menouer, P. Darmon
17.09.19
Naples, Italy
Orchestration optimisée de containers

Power efficiency Containers Scheduling Approach Based on Machine Learning Technique for Cloud Computing Environment

The International Symposium on Pervasive Systems, Algorithms and Networks (I-SPAN 2019)
T. Menouer, O. Manad, C. Cérin, P. Darmon
17.09.19
Naples, Italy
Orchestration optimisée de containers

SAFC: Scheduling and Allocation Framework for Containers in a Cloud Environment

The International Conference on High Performance Computing & Simulation (HPCS 2019)
T. Menouer, C. Cerin, C. Jiang, J. Rivalan
18.07.19
Dublin, Ireland
Orchestration optimisée de containers

Towards a Parallel Constraint Solver for Cloud Computing Environment

The IEEE International Conference On Big Data Service And Applications
T. Menouer, N. Sukhija, P. Darmon
09.04.19
San Francisco East Bay, California, USA
Orchestration optimisée de containers

New Scheduling Strategy Based on Multi-Criteria Decision Algorithm

The Euromicro International Conference on Parallel, Distributed and Network-Based Processing (IEEE P
T. Menouer, P. Darmon
13.02.19
Pavia, Italy
Privacy / GDPR / Cryptographie

Personal Data Detection in Multidimensional Databases

8th International Conference on Innovation and New Trends in Information Technology
A. Mrabet, A. Hassan, P. Darmon
20.12.19
Tangier, Morocco
Privacy / GDPR / Cryptographie

SecP2I : A Secure Multi-party Discovery of Personally Identifiable Information (PII) in Structured and Semi-structured Datasets

IEEE International Conference on Big Data
A. Mrabet, M. Bentounsi, P. Darmon
09.12.19
Los Angeles, USA
Privacy / GDPR / Cryptographie

ARIANE : la Gouvernance des Données comme Accélérateur de Conformité au Règlement Général sur la Protection des Données

BDA 2019 (35eme conférence sur la gestion des données)
M. Bentounsi, E. Cante, D. Coya, P. Darmon, A. Chambourcy, G. Gnokam
15.10.19
Lyon, France
Privacy / GDPR / Cryptographie

Détection des Données à Caractère Personnel dans les Bases Multidimensionnelles

EDA’19 : 15ème Journées Business Intelligence & Big Data
A. Mrabet, A. Hassan, P. Darmon
03.10.19
Montpellier, France
Privacy / GDPR / Cryptographie

High-performance of the Multiplication over the Quadratic Extension in Montgomery Domain for the Pairing Cryptosystems

19th International Conference on Sciences and Techniques of Automatic Control and Computer Engineeri
A. Mrabet, P. Darmon
24.03.19
Sousse, Tunisie
Quantum IA

A hybrid “quantum and classical” method for outlier detection

9th International Conference on Software and Computer Application (ICSCA 2020)
R.Mazouzi, P.Harel
18.02.20
Langkawi, Malaysia
BI / OLAP

Analyse en ligne des données de biodiversité en milieu agricole

Spatial Analysis and GEOmatics (SAGEO’19)
E. Edoh-Alove, A. Besnard, C. Brenon, S. Bimonte, B. Fontaine, A. Hassan, Y. Hifdi, R. Preud’homme, I. Rakotoniaina, A. Sakka
13.11.19
Clermont-Ferrand, France
BI / OLAP

Une nouvelle méthodologie de géovisualisation pour les entrepôts de données de trajectoires

15ème Journées Business Intelligence & Big Data (EDA’19)
S. Bimonte, A. Hassan, R. Lenain
03.10.19
Montpellier, France
BI / OLAP

Data Reduction in Multifunction OLAP

23rd European Conference on Advances in Databases and Information Systems (ADBIS’19)
A. Hassan, P. Darmon
08.09.19
Bled, Slovenia
BI / OLAP

Réduction de la quantité de données à visualiser dans l’OLAP multifonctions

37ème congrès INFormatique des ORganisations et Systèmes d’Information et de Décision (INFORSID’19)
A. Hassan, P. Darmon
11.06.19
Paris, France
Blockchain

Smart Contracts Search Engine in Blockchain

The International Conference on Future Networks and Distributed Systems (ICFNDS 2019)
H. Tran, T. Menouer, P. Darmon, A. Doucoure, F. Binder
01.07.19
Paris, France
Computer Vision

New Graph Distance based on Stable Marriage formulation for Deformable 3D Objects Recognition

IEEE International Conference on Computer Systems and Applications (IEEE AICCSA 2019)
K. Madi, E. Paquet, H. Kheddouci
07.11.19
Abu Dhabi, Émirats Arabes Unis.
Computer Vision

Nouvelle distance de graphe pour la reconnaissance d’objets 3D déformables basée sur la décomposition en étoiles-triangles

Conférence Nationale en Intelligence Artificielle (CNIA 2019)
K. Madi, E. Paquet, H. Kheddouci
01.07.19
Toulouse, France
Computer Vision

New Graph Edit Distance for Deformable 3D Objects Recognition based on Triangle-Stars Decomposition

Pattern Recognition. 90. 297-307.
K. Madi, E. Paquet, H. Kheddouci
01.06.19
Informatique affective

Contribution of temporal and multi-level body cues to emotion classification

8th International Conference on Affective Computing and Intelligent Interaction (ACII)
N. Fourati, C. Pelachaud, P. Darmon
03.09.19
Cambridge, United Kingdom
NLP / Sentiment Analysis

Towards a Performant Multilingual Model Based On Ensemble Learning to Enhance Sentiment Analysis

ACS/IEEE International Conference on Computer Systems and Applications (AICCSA 2019)
O. Manad, T. Menouer, P. Darmon
03.11.19
Abu Dhabi, UAE