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  1. No Access

    Chapter and Conference Paper

    Weakly Supervised Named Entity Recognition for Carbon Storage Using Deep Neural Networks

    Applying Transfer-Learning based on pre-trained language models has become popular in Natural Language Processing. In this paper, we present a weakly supervised Named Entity Recognition system that uses a pre-...

    René Gómez Londoño, Sylvain Wlodarczyk, Molood Arman in Discovery Science (2022)

  2. Article

    Open Access

    Inferring psychological traits from spending categories and dynamic consumption patterns

    In recent years there has been a growing interest in analyzing human behavioral data generated by new technologies. One type of digital footprint that is universal across the world, but that has received relat...

    Natkamon Tovanich, Simone Centellegher, Nacéra Bennacer Seghouani in EPJ Data Science (2021)

  3. No Access

    Chapter and Conference Paper

    PROCLAIM: An Unsupervised Approach to Discover Domain-Specific Attribute Matchings from Heterogeneous Sources

    Schema matching is a critical problem in many applications where the main goal is to match attributes coming from heterogeneous sources. In this paper, we propose PROCLAIM (PROfile-based Cluster-Labeling for A...

    Molood Arman, Sylvain Wlodarczyk in Advanced Information Systems Engineering (2020)

  4. No Access

    Chapter and Conference Paper

    A Graph Partitioning Algorithm for Edge or Vertex Balance

    The definition of effective strategies for graph partitioning is a major challenge in distributed environments since an effective graph partitioning allows to considerably improve the performance of large grap...

    Adnan El Moussawi, Nacéra Bennacer Seghouani in Database and Expert Systems Applications (2020)

  5. Article

    Determining the interests of social media users: two approaches

    Although social media platforms serve diverse purposes, from social and professional networking to photo sharing and blogging, people frequently use them to share the thoughts and opinions and most importantly...

    Nacéra Bennacer Seghouani, Coriane Nana Jipmo in Information Retrieval Journal (2019)

  6. Chapter and Conference Paper

    Profile Reconciliation Through Dynamic Activities Across Social Networks

    Since today’s online social media serve diverse purposes such as social and professional networking, photo and blog sharing, it is not uncommon for people to have multiple profiles across different social netw...

    Suela Isaj, Nacéra Bennacer Seghouani in Advanced Information Systems Engineering (2019)

  7. Article

    Open Access

    A Frequent Named Entities-Based Approach for Interpreting Reputation in Twitter

    Twitter is a social network that provides a powerful source of data. The analysis of those data offers many challenges among those stands out the opportunity to find reputation of a product, a person or any ot...

    Nacéra Bennacer Seghouani, Francesca Bugiotti in Data Science and Engineering (2018)

  8. No Access

    Chapter and Conference Paper

    Modeling Strategies for Storing Data in Distributed Heterogeneous NoSQL Databases

    In this work, we propose HerM (Heterogeneous Distributed Model), a NoSQL data modeling approach which supports the use of multiple heterogeneous NoSQL systems in a distributed environment. We define the concep...

    Moditha Hewasinghage, Nacéra Bennacer Seghouani, Francesca Bugiotti in Conceptual Modeling (2018)