Access content directly

Nejat ARINIK

22
Documents

Presentation

Short biography =============== Nejat Arınık is currently an Associate Professor of Computer Science at the University of Artois and a member of the Centre de Recherche en Informatique de Lens (CRIL) since september 2023. Before that, he was a postdoctoral researcher at the Territoires, Environnement, Télédétection et Information Spatiale (TETIS) from 2021 to 2023. He obtained his PhD in 2021, under the direction of Rosa Figueiredo, Vincent Labatut and Rachid Elazouzi, at the Computer Science Labs (LIA) of Avignon Université (Avignon, France). His PhD was about partitioning methods related to Structural Balance theory, in which two different disciplines are brought together: Data Mining and Operations Research. Before his PhD studies, he received his Computer Engineering (Bachelor degree) at Galatasaray University (Turkey) in 2015 and received his engineer’s degree (equivalent to Master of Science) in computer science from INSA of Lyon (France) in 2016. **Contact:** - Address: Rue Jean Souvraz SP 18 F-62307 Lens, France - Email: nejat.arinik@univ-artois.fr

Publications

Image document

Whole-Graph Representation Learning For the Classification of Signed Networks

Noé Cecillon , Vincent Labatut , Richard Dufour , Nejat Arınık
IEEE Access, 2024, 12, pp.151303-151316. ⟨10.1109/ACCESS.2024.3472474⟩
Journal articles hal-04712854v1
Image document

An evaluation framework for comparing epidemic intelligence systems

Nejat Arinik , Roberto Interdonato , Mathieu Roche , Maguelonne Teisseire
IEEE Access, 2023, 11, pp.31880-31901. ⟨10.1109/ACCESS.2023.3262462⟩
Journal articles hal-04049825v1
Image document

Efficient Enumeration of the Optimal Solutions to the Correlation Clustering problem

Nejat Arinik , Vincent Labatut , Rosa Figueiredo
Journal of Global Optimization, 2023, 86, pp.355-391. ⟨10.1007/s10898-023-01270-3⟩
Journal articles hal-03935831v1

Dissemination of information in event-based surveillance, a case study of Avian Influenza

Sarah Valentin , Bahdja Boudoua , Kara Sewalk , Nejat Arınık , Mathieu Roche
PLoS ONE, 2023, 18 (9), pp.e0285341. ⟨10.1371/journal.pone.0285341⟩
Journal articles hal-04823521v1
Image document

An annotated dataset for event-based surveillance of antimicrobial resistance

Nejat Arınık , Wim van Bortel , Bahdja Boudoua , Luca Busani , Rémy Decoupes
Data in Brief, 2023, 46, ⟨10.1016/j.dib.2022.108870⟩
Journal articles hal-03930045v1
Image document

Characterizing and comparing external measures for the assessment of cluster analysis and community detection

Nejat Arinik , Vincent Labatut , Rosa Figueiredo
IEEE Access, 2021, 9, pp.20255-20276. ⟨10.1109/ACCESS.2021.3054621⟩
Journal articles hal-03124118v1
Image document

Multiplicity and Diversity: Analyzing the Optimal Solution Space of the Correlation Clustering Problem on Complete Signed Graphs

Nejat Arinik , Rosa Figueiredo , Vincent Labatut
Journal of Complex Networks, 2020, 8 (6), pp.cnaa025. ⟨10.1093/comnet/cnaa025⟩
Journal articles hal-02994011v1
Image document

Multiple partitioning of multiplex signed networks: Application to European parliament votes

Nejat Arinik , Rosa Figueiredo , Vincent Labatut
Social Networks, 2020, 60, pp.83-102. ⟨10.1016/j.socnet.2019.02.001⟩
Journal articles hal-02082574v3
Image document

Analyse de la propagation de la grippe aviaire à partir des informations extraites de dépêches de presse et de données environnementales

Nejat Arinik , Roberto Interdonato , Mathieu Roche , Maguelonne Teisseire
French Regional Conference on Complex Systems (FRCCS 2022), Jun 2022, Paris, France
Conference papers hal-03936677v1
Image document

Inferring the transmission dynamics of Avian Influenza from news and environmental data

Nejat Arinik , Roberto Interdonato , Mathieu Roche , Maguelonne Teisseire
International Conference on Complex Networks and their Applications, Nov 2022, Palerme, Italy
Conference papers hal-03936660v1
Image document

Multiplicity in Signed Graph Partitioning

Rosa Figueiredo , Nejat Arinik , Vincent Labatut
32th European Conference On Operational Research (EURO), Jul 2022, Helsinki, France
Conference papers hal-03938976v1

Inferring the transmission dynamics of Avian Influenza from news and environmental data

Nejat Arinik , Roberto Interdonato , Mathieu Roche , Maguelonne Teisseire
Network Science Society (NetSci) 2022, Jul 2022, Shanghai, China
Conference papers hal-03936690v1
Image document

Multiple Partitioning of Multiplex Signed Networks

Nejat Arinik , Rosa Figueiredo , Vincent Labatut
21ème Congrès Annuel de la Société Française de Recherche Opérationnelle et d’Aide à la Décision (ROADEF), Société Française de Recherche Opérationnelle et d’Aide à la Décision, Feb 2020, Montpellier, France
Conference papers hal-02428300v1
Image document

Characterizing measures for the assessment of cluster analysis and community detection

Nejat Arinik , Rosa Figueiredo , Vincent Labatut
11ème Conférence Modèles & Analyse de Réseaux : approches mathématiques et informatiques (MARAMI), Oct 2020, Montpellier (en ligne), France. pp.4
Conference papers hal-02993542v1
Image document

Multiple Optimal Solutions but Single Search: A Study of the Correlation Clustering Problem

Nejat Arinik , Rosa Figueiredo , Vincent Labatut
20ème congrès annuel de la société Française de Recherche Opérationnelle et d’Aide à la Décision (ROADEF), Société Française de Recherche Opérationnelle et d'Aide à la Décision, Feb 2019, Le Havre, France
Conference papers hal-02051683v1
Image document

Analysis of Roll-Calls in the European Parliament by Multiple Partitioning of Multiplex Signed Networks

Nejat Arinik , Rosa Figueiredo , Vincent Labatut
9ème Conférence Modèles & Analyse des Réseaux : Approches Mathématiques & Informatiques (MARAMI), Oct 2018, Avignon, France
Conference papers hal-01933679v1

Exploiting Antagonistic Relations in Signed Graphs under the Structural Balance Hypothesis

Nejat Arinik , Rosa Figueiredo , Vincent Labatut
PGMO Days, Dec 2018, Paris, France
Conference papers hal-01939893v1

Study of the European Parliament votes through the multiple partitioning of signed multiplex networks

Nejat Arinik , Rosa Figueiredo , Vincent Labatut
29th European Conference On Operational Research (EURO), Jul 2018, Valencia, Spain
Conference papers hal-01939888v1
Image document

Signed Graph Analysis for the Interpretation of Voting Behavior

Nejat Arinik , Rosa Figueiredo , Vincent Labatut
International Conference on Knowledge Technologies and Data-driven Business (i-KNOW), Oct 2017, Graz, Austria
Conference papers hal-01583133v3