« 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
Research & Innovation Director
Our Partners












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)
27.01.20
Bruxelles, Belgique
Moteurs de recommandations
Learning Fuzzy SPARQL User Preferences
31th IEEE International Conference on Tools with Artificial Intelligence (ICTAI'19)
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)
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)
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)
10.12.18
Seattle, WA, USA
Orchestration optimisée de containers
Accelerated Promethee Algorithm Based on Dimensionality Reduction
9th IEEE International Symposium on Cloud and Service Computing
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)
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)
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)
18.07.19
Dublin, Ireland
Privacy / GDPR / Cryptographie
Personal Data Detection in Multidimensional Databases
8th International Conference on Innovation and New Trends in Information Technology
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
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)
15.10.19
Lyon, France
BI / OLAP
Analyse en ligne des données de biodiversité en milieu agricole
Spatial Analysis and GEOmatics (SAGEO’19)
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)
03.10.19
Montpellier, 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)
07.11.19
Abu Dhabi, Émirats Arabes Unis.