DIAMS : Data Integration, Analysis, and Management as Services

Keys Words

Exploratory data analysis, Heterogeneous and multimodal data management, Data Analytics pipelines and services composition, Optimization and personalization



IoT, Smart Cities, Defense, Sustainable Development, Maritime Transport





Permanent Members

BERTI-EQUILLE LaureProfesseur des Universités
Courriel : laure.berti@lis-lab.fr
Page personnelle : https://pageperso.lis-lab.fr/laure.berti/
BOUCELMA OmarProfesseur des Universités
Courriel : omar.boucelma@lis-lab.fr
BRUNO EmmanuelMaitre de Conférences
Courriel : emmanuel.bruno@lis-lab.fr
MADJAROV IvanMaitre de Conférences
Courriel : ivan.madjarov@lis-lab.fr
MURISASCO ÉlisabethProfesseur des Universités
Courriel : elisabeth.murisasco@lis-lab.fr
NOVELLI NoelMaitre de Conférences
Courriel : noel.novelli@lis-lab.fr
Page personnelle : https://pageperso.lis-lab.fr/noel.novelli/
SELLAMI SanaMaitre de Conférences
Courriel : sana.sellami@lis-lab.fr
Page personnelle : https://pageperso.lis-lab.fr/sana.sellami/
THUILLIER EtienneMaitre de Conférences
Courriel : etienne.thuillier@lis-lab.fr


Phd Studients

GUERMAZI YassineDoctorant
Courriel : yassine.guermazi@lis-lab.fr
LERCH SoëlieDoctorant
Courriel : soelie.lerch@lis-lab.fr
PENG TaoDoctorant
Courriel : tao.peng@lis-lab.fr


Other staff members

COMIGNANI UgoPost-Doctorant
Courriel : ugo.comignani@lis-lab.fr


Scientific goal

DIAMS’ focus is on automating and orchestrating data processing, integration, and analysis tasks in analytics workflows of massive, multi-modal, and multi-source data.

The data we are interested in is typically heterogeneous, massive, rapidly evolving, multi-modal, and often dirty with errors, missing values, duplicates, uncertainties, or outliers. It is extracted from the Web, social and wireless networks, connected objects, sensors and scientific applications.

Our main application domains are : healthcare, sustainable development and environmental sciences, Defense, Marine transportation, Smart Cities and IoT thanks to our fruitful collaborations with industries and scientific institutions.


Scientific publications

10 documents

Article dans une revue

Communication dans un congrès

  • Ivan Madjarov, Fatma Slaimi. A Multigraph for RESTful Services Discovery in IoT Ecosystem. 2019 IEEE World Congress on Services (SERVICES), Jul 2019, Milan, Italy. ⟨10.1109/SERVICES.2019.00107⟩. ⟨hal-02192564⟩
  • Laure Berti-Equille, Hazar Harmouch, Felix Naumann, Noël Novelli, Thirumuruganathan Saravanan. Discovery of Genuine Functional Dependencies from Relational Data with Missing Values [Abstract for INFORSID 2019]. INFORSID 2019, Jun 2019, Paris, France. ⟨ird-02092569⟩
  • L. Berti-Equille. Learn2Clean: Optimizing the Sequence of Tasks for Web Data Preparation. The Web Conf 2019, ACM, May 2019, San Francisco, United States. ⟨10.1145/3308558.3313602⟩. ⟨ird-02092548⟩
  • Laure Berti-Équille. ML-Based Knowledge Graph Curation: Current Solutions and Challenges. Companion The 2019 World Wide Web Conference, May 2019, San Francisco, United States. pp.938-939. ⟨hal-02150652⟩
  • Patrice Bellot, Lerch Soëlie, Bruno Emmanuel, Murisasco Elisabeth. Influence des lexiques d'émotions et de sentiments sur l'analyse de sentiments - Application à des critiques de livres. COnférence en Recherche d'Informations et Applications - CORIA 2019, 16th French Information Retrieval Conference, Mar 2019, Lyon, France. ⟨hal-02442701⟩
  • Lerch Soëlie, Bellot Patrice, Bruno Emmanuel, Murisasco Elisabeth. Influence des lexiques d'émotions et de sentiments sur l'analyse des sentiments Application à des critiques de livres. CORIA-EARIA 2019, Mar 2019, Villeurbanne, France. ⟨hal-02448203⟩
  • Alban Gabillon, Emmanuel Bruno. A Security Model for IoT Networks. International Conference on Future Data and Security Engineering, Nov 2018, Ho Chi Minh City, Vietnam. pp.39-56, ⟨10.1007/978-3-030-03192-3_4⟩. ⟨hal-02060668⟩
  • Tao Peng, Sana Sellami, Omar Boucelma. IoT Data Repairing with Incremental Multiple Linear Regression. BDA 2018 34ème Conférence sur la Gestion de Données – Principes, Technologies et Applications, Oct 2018, Bucarest, Romania. ⟨hal-02092757⟩
  • Alban Gabillon, Emmanuel Bruno. Regulating IoT Messages. International Conference on Information Security Practice and Experience (ISPEC 2018), Sep 2018, Tokyo, Japan. pp.468-480, ⟨10.1007/978-3-319-99807-7_29⟩. ⟨hal-01893582⟩