Nom Prenom

Data scientist

Equipe

  • NGN

 

A Propos de moi

Nazarii Ivaniuk is a dedicated and driven university student […] poised to leave an indelible mark on the industry

 

Lieu de travail:

Bureau étage et bâtiment

 

Contact

DAVID Lab. / UVSQ

email: Nazarii dot ivaniuk at uvsq dot fr

Numéro de tél professionnel : +33 (0)1 39 25 34 23

Compte Linkedin :

Compte Twitter :

Responsabolités :

Directeur

Poste :

Professeur ou Professeures, Maître de Conférence ou Maîtresse de Conférences, Directeur de Recherche/Directrice de Recherche, Chargé.e de Recherche,  doctorant, membre associé, post-doctorant, ingénieur, émérite.

 

 

Machine Learning and Artificial Intelligence: 

Developing novel algorithms and techniques for machine learning and artificial intelligence, such as deep learning, reinforcement learning, natural language processing, and computer vision.

[…]

Social Networks and Data Mining : 

Exploring patterns and dynamics in social networks, as well as developing algorithms for mining and analyzing social media data, recommendation systems, and sentiment analysis.

Deep Learning for Image Recognition

This project aims to develop advanced deep learning models and algorithms for image recognition tasks. The research focuses on improving the accuracy and efficiency of image classification, object detection, and semantic segmentation using convolutional neural networks (CNNs) and attention mechanisms.

 

Privacy-Preserving Machine Learning

This project focuses on developing privacy-preserving techniques for machine learning algorithms. The research involves exploring methods such as differential privacy, federated learning, and secure multiparty computation to enable collaborative data analysis while preserving data privacy and confidentiality.

 

Natural Language Processing for Sentiment Analysis

This project aims to enhance sentiment analysis techniques by leveraging natural language processing (NLP) algorithms. The research involves developing sentiment lexicons, sentiment classification models, and sentiment analysis tools to accurately interpret and analyze sentiments expressed in text data from social media platforms and online reviews.

 

Blockchain-Based Smart Contracts for Supply Chain Management

This project focuses on utilizing blockchain technology and smart contracts to enhance transparency, security, and efficiency in supply chain management. The research involves developing and implementing blockchain-based solutions to track and authenticate product provenance, automate contract execution, and enable secure and traceable transactions within the supply chain.


137 documents

Articles dans une revue34 documents

  • Mohammad Abboud, Yehia Taher, Karine Zeitouni, Ana-Maria Olteanu-Raimond. How opportunistic mobile monitoring can enhance air quality assessment?. Geoinformatica, 2024, ⟨10.1007/s10707-024-00516-w⟩. ⟨hal-04572050⟩
  • Rahma Hellali, Zaineb Chelly Dagdia, Ahmed Ktaish, Karine Zeitouni, Djillali Annane. Corticosteroid sensitivity detection in sepsis patients using a personalized data mining approach: a clinical investigation. Computer Methods and Programs in Biomedicine, In press. ⟨hal-04385119⟩
  • Li Zhang, Laurent Yeh, Huai Su, Karine Zeitouni, Zhiheng Zuo, et al.. Recognition of oil & gas pipelines operational states using graph network structural features. Engineering Applications of Artificial Intelligence, 2023, 120, pp.105884. ⟨10.1016/j.engappai.2023.105884⟩. ⟨hal-04371682⟩
  • Laura Bouillon, Valérie Gros, Mohammad Abboud, Hafsa El Hafyani, Karine Zeitouni, et al.. NO2, BC and PM Exposure of Participants in the Polluscope Autumn 2019 Campaign in the Paris Region. Toxics, 2023, 11 (3), pp.206. ⟨10.3390/toxics11030206⟩. ⟨hal-04001989⟩
  • Laura Bouillon, Valérie Gros, Mohammad Abboud, Hafsa El Hafyani, Karine Zeitouni, et al.. NO2, BC and PM Exposure of Participants in the Polluscope Autumn 2019 Campaign in the Paris Region. Toxics, 2023, 11 (3), pp.206. ⟨10.3390/toxics11030206⟩. ⟨hal-04786111⟩
  • Jingwei Zuo, Karine Zeitouni, Yéhia Taher, Sandra Garcia-Rodriguez. Graph convolutional networks for traffic forecasting with missing values. Data Mining and Knowledge Discovery, 2023, 37 (2), pp.913-947. ⟨10.1007/s10618-022-00903-7⟩. ⟨hal-04069257⟩
  • Hafsa El Hafyani, Mohammad Abboud, Jingwei Zuo, Karine Zeitouni, Yehia Taher, et al.. Learning the micro-environment from rich trajectories in the context of mobile crowd sensing. Geoinformatica, 2022, ⟨10.1007/s10707-022-00471-4⟩. ⟨hal-03803155⟩
  • Nabil Touili, Katia Radja, Patrick Schembri, Ahmad Ktaish, Karine Zeitouni, et al.. Une analyse des variations spatio-temporelles de l’exposition individuelle à la pollution de l’air en Île-de-France à partir de micro-capteurs. Cybergeo : Revue européenne de géographie / European journal of geography, 2022, pp.1-36. ⟨10.4000/cybergeo.39074⟩. ⟨hal-03708067⟩
  • Baptiste Languille, Valérie Gros, Bonnaire Nicolas, Cécile Honoré, Anne Kaufmann, et al.. Personal Exposure to Black Carbon, Particulate Matter and Nitrogen Dioxide in the Paris Region Measured by Portable Sensors Worn by Volunteers. Toxics, 2022, 10 (1), pp.33. ⟨10.3390/toxics10010033⟩. ⟨hal-03542558⟩
  • Lívia Almada Cruz, Ticiana Linhares Coelho Coelho da Silva, Régis Pires Magalhães, Wilken Charles Dantas Melo, Matheus Gomes Cordeiro, et al.. Modeling Trajectories Obtained from External Sensors for Location Prediction via NLP Approaches. Sensors, 2022, 22 (19), pp.7475. ⟨10.3390/s22197475⟩. ⟨hal-03837174⟩
  • Djillali Annane, Martin Rottman, Nicholas Heming, Véronique Godot, Jérôme Fleuriet, et al.. Monocyte distribution width as a biomarker of resistance to corticosteroids in patients with sepsis: the MOCORSEP observational study. Intensive Care Medicine, 2021, 47 (10), pp.1161-1164. ⟨10.1007/s00134-021-06478-z⟩. ⟨hal-03858332⟩
  • Iulian Sandu Popa, Dai Hai Ton That, Karine Zeitouni, Cristian Borcea. Mobile participatory sensing with strong privacy guarantees using secure probes. Geoinformatica, 2021, 25 (3), pp.533-580. ⟨10.1007/s10707-019-00389-4⟩. ⟨hal-03329908⟩
  • Alexandros Kontarinis, Karine Zeitouni, Claudia Marinica, Dan Vodislav, Dimitris Kotzinos. Towards a semantic indoor trajectory model: application to museum visits. Geoinformatica, 2021, 25 (2), pp.311-352. ⟨10.1007/s10707-020-00430-x⟩. ⟨hal-03218448⟩
  • Sabeur Aridhi, José Macedo, Engelbert Mephu Nguifo, Karine Zeitouni. Special issue on “Advances on Large Evolving Graphs”. Future Generation Computer Systems, 2020, 110, pp.310. ⟨10.1016/j.future.2020.04.023⟩. ⟨hal-03025790⟩
  • Mariem Brahem, Karine Zeitouni, Laurent Yeh. ASTROIDE: A Unified Astronomical Big Data Processing Engine over Spark. IEEE Transactions on Big Data, 2020, 6 (3), pp.477-491. ⟨10.1109/TBDATA.2018.2873749⟩. ⟨hal-04371671⟩
  • Lívia Almada Cruz, Karine Zeitouni, Ticiana Linhares Coelho da Silva, José Antonio Fernandes de Macedo, José Soares Da Silva. Location prediction: a deep spatiotemporal learning from external sensors data. Distributed and Parallel Databases, 2020, 39 (1), pp.259-280. ⟨10.1007/s10619-020-07303-0⟩. ⟨hal-04524285⟩
  • Baptiste Languille, Valérie Gros, Nicolas Bonnaire, Clément Pommier, Cécile Honoré, et al.. A methodology for the characterization of portable sensors for air quality measure with the goal of deployment in citizen science. Science of the Total Environment, 2020, 708, pp.134698. ⟨10.1016/j.scitotenv.2019.134698⟩. ⟨hal-02861698⟩
  • Raef Mousheimish, Yehia Taher, Karine Zeitouni, Dubus Michel. Smart preserving of cultural heritage with PACT-ART. Multimedia Tools and Applications, 2017, ⟨10.1007/s11042-017-4900-x⟩. ⟨hal-01558275⟩
  • Qingfeng Fan, Naixue Xiong, Karine Zeitouni, Qiongli Wu, Athanasios Vasilakos, et al.. Game balanced multi-factor multicast routing in sensor grid networks. Information Sciences, 2016, 367-368, pp.550-572. ⟨10.1016/j.ins.2016.06.049⟩. ⟨hal-04371711⟩
  • Dai Hai Ton That, Iulian Sandu-Popa, Karine Zeitouni, Cristian Borcea. Un protocole basé sur des mobiles sécurisés pour une collecte participative de données spatiales en mobilité réellement anonyme. Revue Internationale de Géomatique, 2016, Systèmes d’information pour le transport et la mobilité, 26 (2), pp.185-210. ⟨10.3166/RIG.26.185-210⟩. ⟨hal-01426358⟩
  • Dai Hai Ton That, Iulian Sandu-Popa, Karine Zeitouni. TRIFL: A Generic Trajectory Index for Flash Storage. ACM Transactions on Algorithms, 2015, 1 (2), 44 p. ⟨10.1145/2786758⟩. ⟨hal-01176563⟩
  • Iulian Sandu Popa, Karine Zeitouni, Vincent Oria, Ahmed Kharrat. Spatio-temporal compression of trajectories in road networks. Geoinformatica, 2015, 19 (1), pp.117-145. ⟨10.1007/s10707-014-0208-4⟩. ⟨hal-01096623⟩
  • Susan Juan Pan, Iulian Sandu-Popa, Karine Zeitouni, Cristian Borcea. Proactive Vehicular Traffic Re-routing for Lower Travel Time. IEEE Transactions on Vehicular Technology, 2013, 62 (8), pp.3551-3568. ⟨10.1109/TVT.2013.2260422⟩. ⟨hal-00935601⟩
  • Susan Juan Pan, Iulian Sandu Popa, Karine Zeitouni, Cristian Borcea. Proactive Vehicular Traffic Rerouting for Lower Travel Time. IEEE Transactions on Vehicular Technology, 2013, 62 (8), pp.3551-3568. ⟨hal-04371573⟩
  • Dominique Barth, Sandrine Vial, Iulian Sandu Popa, Karine Zeitouni, Vincent Oria. Indexing in-Networks Trajectorys Flows. The VLDB Journal, 2011, 20 (5), pp.643-669. ⟨hal-00664649⟩
  • Pierre Hankach, Isma Sadoun, Fatiha Amanzougarene, Mohamed Chachoua, Karine Zeitouni, et al.. Decision support to the public space administrator for managing urban building sites nuisances. International Journal of Computer Applications, 2011, 3, 6 p. ⟨hal-00638055⟩
  • Fatiha Amanzougarene, Isma Sadoun, Pierre Hankach, Mohamed Chachoua, Karine Zeitouni. A new approach for annoyances assessment of the urban building sites. International Review on Modelling and Simulations (I.RE.MO.S.), 2011, 4 (2), pp. 929-934. ⟨hal-00633720⟩
  • Lionel Savary, Georges Gardarin, Karine Zeitouni. GeoCache: A Cache for GML Geographical Data. International Journal of Data Warehousing and Mining (IJDWM), 2007, 3 (1), pp.67-88. ⟨10.4018/jdwm.2007010104⟩. ⟨hal-04371709⟩
  • Lionel Savary, Georges Gardarin, Karine Zeitouni. GeoCache: A Cache for GML Geographical Data. International Journal of Data Warehousing and Mining (IJDWM), 2007, 3 (1), pp.67-88. ⟨hal-00325511⟩
  • Lionel Savary, Georges Gardarin, Karine Zeitouni. GeoCache: A Cache for GML Geographical Data. GeoCache: A Cache for GML Geographical Data. Inernational Journal of Data Warehousing and Mining, 2007, 3 (1), pp.67-88. ⟨hal-00292901⟩
  • Tao Wan, Karine Zeitouni. Représentation et indexation d’objets mobiles contraints par le réseau dans un entrepôt de données. Revue des Nouvelles Technologies de l’Information, 2006, pp.139-154. ⟨hal-00292908⟩
  • Karine Zeitouni, Tao Wan. Mining Association rules with Multiple Min-supports – Application to Symbolic Data. Student Journal, 2004, 5 (1), pp.59-74. ⟨hal-00324567⟩
  • Karine Zeitouni, N. Chelgoum. Un problème de data mining multi-tables. Revue d’Information Scientifique & Technique , 2004, 14 (2), pp.129-145. ⟨hal-00292906⟩
  • N. Chelgoum, Karine Zeitouni. Data Mining Spatial- un problème de data mining multi-tables. Revue d’Information Scientifique & Technique , 2004, 14 (2), pp.129-145. ⟨hal-00324569⟩

Communications dans un congrès82 documents

  • Saloua Bouabba, Karine Zeitouni, Bassem Haidar, Nazim Agoulmine, Zaineb Chelly Dagdia. Federated TimeGAN for Privacy Preserving Synthetic Trajectory Generation. 25th IEEE International Conference on Mobile Data Management (MDM 2024), Jun 2024, Brussels, Belgium. pp.301-306, ⟨10.1109/MDM61037.2024.00062⟩. ⟨hal-04661117⟩
  • Baudouin Naline, Sandra Garcia-Rodriguez, Karine Zeitouni. STREAMER 3.0: Towards Online Monitoring and Distributed Learning. CIKM ’23: The 32nd ACM International Conference on Information and Knowledge Management, Oct 2023, Birmingham, United Kingdom. pp.5076-5080, ⟨10.1145/3583780.3614755⟩. ⟨hal-04263995⟩
  • Rahma Hellali, Zaineb Chelly Dagdia, Karine Zeitouni. Clustering Corticosteroids Responsiveness in Sepsis Patients using Game-Theoretic Rough Sets. 18th Conference on Computer Science and Intelligence Systems, Sep 2023, Warsaw, Poland. pp.545-556, ⟨10.15439/2023F9521⟩. ⟨hal-04385087⟩
  • Emmanuelle Durand, Amandine Paillat, Laurence Allard, Christophe Debert, Stephan Gabet, et al.. Use of sensor systems to assess individual exposure to air pollution. Healthy Buildings Europe 2023, Jun 2023, Aachen, Germany. ⟨hal-04297908v2⟩
  • Baudouin Naline, Nicolas Ravot, Wafa Ben Hassen, Sandra Garcia Rodriguez, Karine Zeitouni. Towards a federated learning approach for branched wired networks prognosis. IEEE ICCAD 2023 – International Conference on Control, Automation and Diagnosis, May 2023, Rome, Italy. pp.1-6, ⟨10.1109/ICCAD57653.2023.10152421⟩. ⟨hal-04371679⟩
  • Karine Zeitouni, Mohammad Abboud, Yehia Taher. Enriching fixed stations air pollution monitoring with opportunistic mobile monitoring. Workshop on Big Mobility Data Analytics (BMDA) co-located with EDBT/ICDT 2023 Joint Conference, George Fletcher and Verena Kantere, Mar 2023, Ioannina, Greece. ⟨hal-04278244⟩
  • Mohammad Abboud, Karine Zeitouni, Yehia Taher. Fine-grained location prediction of non geo-tagged tweets. SIGSPATIAL ’22: The 30th International Conference on Advances in Geographic Information Systems, Nov 2022, Seattle Washington, France. pp.82-91, ⟨10.1145/3557918.3565875⟩. ⟨hal-04278253⟩
  • Jingwei Zuo, Karine Zeitouni, Yehia Taher. SMATE: Semi-Supervised Spatio-Temporal Representation Learning on Multivariate Time Series. 2021 IEEE International Conference on Data Mining (ICDM), Dec 2021, Auckland, Australia. pp.1565-1570, ⟨10.1109/ICDM51629.2021.00206⟩. ⟨hal-04371666⟩
  • Hafsa El Hafyani, Mohammad Abboud, Jingwei Zuo, Karine Zeitouni, Yehia Taher. Tell Me What Air You Breath, I Tell You Where You Are. SSTD ’21: 17th International Symposium on Spatial and Temporal Databases, Aug 2021, virtual USA, France. pp.161-165, ⟨10.1145/3469830.3470914⟩. ⟨hal-03336989⟩
  • Zaineb Chelly Dagdia, Chiara Renso, Karine Zeitouni, Nazim Agoulmine. Towards a Federated Learning Approach for Privacy-aware Analysis of Semantically Enriched Mobility Data. 30th International ACM Symposium on High-Performance, Parallel and Distributed Computing (HPDC 2021) & 1st Workshop on Flexible Resource and Application Management on the Edge (FRAME 2021), Jun 2021, Virtual Event Sweden, Sweden. pp.17–20, ⟨10.1145/3452369.3463823⟩. ⟨hal-03307033⟩
  • Zaineb Chelly Dagdia, Chiara Renso, Karine Zeitouni, Nazim Agoulmine. Towards a Federated Learning Approach for Privacy-aware Analysis of Semantically Enriched Mobility Data. HPDC ’21: The 30th International Symposium on High-Performance Parallel and Distributed Computing, Jun 2021, Virtual Event Sweden, Sweden. pp.17-20, ⟨10.1145/3452369.3463823⟩. ⟨hal-04371696⟩
  • Mohammad Abboud, Hafsa El Hafyani, Jingwei Zuo, Karine Zeitouni, Yéhia Taher. Micro-environment recognition in the context of environmental crowdsensing. Workshops of the EDBT/ICDT Joint Conference, EDBT/ICDT-WS, Apr 2021, Nicosia, Cyprus. ⟨hal-03195887⟩
  • Lamia Karim, Azedine Boulmakoul, Karine Zeitouni. From Raw Pedestrian Trajectories to Semantic Graph Structured Model—Towards an end-to-end spatiotemporal analytics framework. The 12th International Conference on Ambient Systems, Networks and Technologies (ANT), Mar 2021, Varsovie, Poland. pp.60-67, ⟨10.1016/j.procs.2021.03.018⟩. ⟨hal-04371688⟩
  • Karine Zeitouni. Message from the General Chairs: MDM 2020. 2020 21st IEEE International Conference on Mobile Data Management (MDM), Jun 2020, Versailles, France. pp.i-i, ⟨10.1109/MDM48529.2020.00005⟩. ⟨hal-04371699⟩
  • Ticiana da Silva, Francesco Lettich, Jose Antonio Fernandes de Macedo, Karine Zeitouni, Marco Casanova. Online Clustering of Trajectories in Road Networks. 2020 21st IEEE International Conference on Mobile Data Management (MDM), Jun 2020, Versailles, France. pp.99-108, ⟨10.1109/MDM48529.2020.00031⟩. ⟨hal-04524631⟩
  • Jingwei Zuo, Karine Zeitouni, Yehia Taher. Incremental and Adaptive Feature Exploration over Time Series Stream. IEEE International Conference on Big Data 2019, Dec 2019, Los Angeles, United States. ⟨10.1109/BigData47090.2019.9005660⟩. ⟨hal-02391802⟩
  • Alexandros Kontarinis, Karine Zeitouni, Claudia Marinica, Dan Vodislav, Dimitris Kotzinos. Towards a Semantic Indoor Trajectory Model. 2nd International Workshop on « Big Mobility Data Analytics » (BMDA) with EDBT 2019, Mar 2019, Lisbon, Portugal. ⟨hal-02314572⟩
  • Mariem Brahem, Karine Zeitouni, Laurent Yeh, Hafsa El Hafyani. Prospective Data Model and Distributed Query Processing for Mobile Sensing Data Streams. 1st International Workshop on Multiple-Aspect Analysis of Semantic Trajectories, MASTER 2019 held in Conjunction with the 19th European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML PKDD 2019, 2019, Würzburg, Germany. pp.66-82, ⟨10.1007/978-3-030-38081-6_6⟩. ⟨hal-02861695⟩
  • Jingwei Zuo, Karine Zeitouni, Yéhia Taher. ISETS: Incremental Shapelet Extraction from Time Series Stream. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML PKDD 2019, 2019, Würzburg, Germany. pp.790-793, ⟨10.1007/978-3-030-46133-1_53⟩. ⟨hal-02677090⟩
  • Olivier Ramalho, B. Berthineau, V. Cochet, V. Dupuis, F. Gaie-Levrel, et al.. Déploiement des capteurs de la qualité de l’air. International Symposium Individual Air Pollution Sensors: Innovation or Revolution ?, Nov 2018, Villeneuve d’Ascq, France. ⟨hal-02375437⟩
  • Ahmad Mustapha, Karine Zeitouni, Yéhia Taher. Towards rich sensor data representation functional data analysis framework for opportunistic mobile monitoring. 4th International Conference on Geographical Information Systems Theory, Applications and Management, GISTAM 2018, 2018, unknow, France. pp.290-295, ⟨10.5220/0006788502900295⟩. ⟨hal-02861692⟩
  • Alexandros Kontarinis, Claudia Marinica, Dan Vodislav, Karine Zeitouni, Anne Krebs, et al.. Towards a Better Understanding of Museum Visitors’ Behavior through Indoor Trajectory Analysis. Seventh International Conference on Digital Presentation and Preservation of Cultural and Scientific Heritage (DiPP2017), Sep 2017, Burgas, Bulgaria. pp.19-30. ⟨hal-01700609⟩
  • Abdelfattah Idri, Mariyem Oukarfi, Azedine Boulmakoul, Karine Zeitouni, Ali Masri. A distributed approach for shortest path algorithm in dynamic multimodal transportation networks. 20th EURO Working Group on Transportation Meeting, EWGT 2017, Sep 2017, Budapest, Hungary. pp.294-300, ⟨10.1016/j.trpro.2017.12.094⟩. ⟨hal-04371619⟩
  • Ghyzlane Cherradi, Adil El Bouziri, Azedine Boulmakoul, Karine Zeitouni. Real-Time Microservices Based Environmental Sensors System for Hazmat Transportation Networks Monitoring. 20th EURO Working Group on Transportation Meeting, EWGT 2017, Sep 2017, Budapest, Hungary. pp.873-880, ⟨10.1016/j.trpro.2017.12.087⟩. ⟨hal-04371655⟩
  • Raef Mousheimish, Yehia Taher, Karine Zeitouni. Automatic Learning of Predictive CEP Rules: Bridging the Gap between Data Mining and Complex Event Processing. DEBS ’17: The 11th ACM International Conference on Distributed and Event-based Systems, Jun 2017, Barcelona, Spain. pp.158-169, ⟨10.1145/3093742.3093917⟩. ⟨hal-04371592⟩
  • Ghyzlane Cherradi, Adil El Bouziri, Azedine Boulmakoul, Karine Zeitouni. Real-Time HazMat Environmental Information System: A micro-service based architecture. 8th International Conference on Ambient Systems, Networks and Technologies, ANT-2017 and the 7th International Conference on Sustainable Energy Information Technology, SEIT 2017, May 2017, Madère, Portugal. pp.982-987, ⟨10.1016/j.procs.2017.05.457⟩. ⟨hal-04371632⟩
  • Raef Mousheimish, Yehia Taher, Karine Zeitouni. Automatic Learning of Predictive CEP Rules: Bridging the Gap between Data Mining and Complex Event Processing. DEBS ’17 Proceedings of the 11th ACM International Conference on Distributed and Event-based Systems , 2017, Barcelone, Spain. ⟨10.1145/3093742.3093917⟩. ⟨hal-01558267⟩
  • Dai Hai Ton That, Iulian Sandu Popa, Karine Zeitouni, Cristian Borcea. PAMPAS: Privacy-Aware Mobile Participatory Sensing Using Secure Probes. SSDBM ’16 – International Conference on Scientific and Statistical Database Management, Jul 2016, Budapest, Hungary. ⟨10.1145/1235⟩. ⟨hal-01426375⟩
  • Raef Mousheimish, Yehia Taher, Karine Zeitouni. Automatic learning of predictive rules for complex event processing. International Conference on Distributed Event-Based Systems DEBS, Jun 2016, Irvine, CA, United States. ⟨10.1145/2933267.2933430⟩. ⟨hal-01339863⟩
  • Raef Mousheimish, Yehia Taher, Karine Zeitouni. Complex event processing for the non-expert with autoCEP. International Conference on Distributed Event-Based Systems DEBS, Jun 2016, Irvine, CA, United States. ⟨10.1145/2933267.2933296⟩. ⟨hal-01339877⟩
  • Ticiana Coelho da Silva, Karine Zeitouni, Jose de Macedo. Online Clustering of Trajectory Data Stream. 2016 17th IEEE International Conference on Mobile Data Management (MDM), Jun 2016, Porto, Portugal. pp.112-121, ⟨10.1109/MDM.2016.28⟩. ⟨hal-04371608⟩
  • Ticiana Coelho da Silva, Karine Zeitouni, Jose A.F. de Macedo, Marco Casanova. A Framework for Online Mobility Pattern Discovery from Trajectory Data Streams. 2016 17th IEEE International Conference on Mobile Data Management (MDM), Jun 2016, Porto, Portugal. pp.365-368, ⟨10.1109/MDM.2016.65⟩. ⟨hal-04371706⟩
  • Raef Mousheimish, Yehia Taher, Karine Zeitouni. Toward the Support of Challenging Service Level Agreements (SLAs) in Manual and Context-Dependent Activities. COMPSAC 2016, Jun 2016, Atlanta, GA, United States. ⟨10.1109/COMPSAC.2016.209⟩. ⟨hal-01339887⟩
  • Raef Mousheimish, Yehia Taher, Karine Zeitouni. The Butterfly: An Intelligent Framework for Violation Prediction within Business Processes. IDEAS ’16 Proceedings of the 20th International Database Engineering & Applications Symposium , 2016, Montreal, Canada. ⟨10.1145/2938503.2938541⟩. ⟨hal-01558261⟩
  • Raef Mousheimish, Yehia Taher, Karine Zeitouni. autoCEP: Automatic Learning of Predictive Rules for Complex Event Processing. International Conference on Service-Oriented Computing, 2016, Banff, Canada. ⟨10.1007/978-3-319-46295-0_38⟩. ⟨hal-01558264⟩
  • Raef Mousheimish, Yehia Taher, Karine Zeitouni, Dubus Michel. PACT-ART: Enrichment, Data Mining, and Complex Event Processing in the Internet of Cultural Things. 2016 12th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS), 2016, Naples, Italy. ⟨10.1109/SITIS.2016.80⟩. ⟨hal-01558259⟩
  • Yehia Taher, Rafiqul Haque, Mohammed Alshaer, Willem Jan V. D. Heuvel, Karine Zeitouni, et al.. A Service-Based System for Sentiment Analysis and Visualization of Twitter Data in Realtime. ICSOC Workshops, 2016, Banff, AB, Canada. pp.199-202, ⟨10.1007/978-3-319-68136-8_24⟩. ⟨hal-02352943⟩
  • Raef Mousheimish, Yehia Taher, Karine Zeitouni. PACT-ART: Adaptive and Context-Aware Processes for the Transportation of Artworks. Internation Congress on Digital Heritage (DH2015), Sep 2015, Granada, Spain. pp.347 – 350 ⟨10.1109/DigitalHeritage.2015.7419520⟩. ⟨hal-01213873⟩
  • Dai Hai Ton That, Iulian Sandu-Popa, Karine Zeitouni. PPTM: Privacy-aware Participatory Traffic Monitoring Using Mobile Secure Probes. 31èmes journées Bases de Données Avancées (BDA ’15). Demo paper, 2015, Île de Porquerolles, France. 4 p. ⟨hal-01176493⟩
  • Dai Hai Ton That, Iulian Sandu-Popa, Karine Zeitouni. PPTM: Privacy-aware Participatory Traffic Monitoring Using Mobile Secure Probes. Proceedings of the 16th IEEE International Conference on Mobile Data Management (MDM ’15). Demo paper, 2015, Pittsburgh, United States. 4 p., ⟨10.1109/MDM.2015.19⟩. ⟨hal-01176486⟩
  • Dai Hai Ton That, Iulian Sandu-Popa, Karine Zeitouni, Cristian Borcea. PAMPAS: Collecte participative respectueuse de la vie privée basée sur des mobiles securisés. 31èmes journées Bases de Données Avancées (BDA ’15), 2015, Île de Porquerolles, France. ⟨hal-01176500⟩
  • Susan Juan Pan, Mohammad A. Khan, Iulian Sandu Popa, Karine Zeitouni, Cristian Borcea. Proactive Vehicle Re-routing Strategies for Congestion Avoidance. Proceedings of the 8th IEEE International Conference on Distributed Computing in Sensor Systems (DCOSS ’12), May 2012, Hangzhou, China. pp.265-272, ⟨10.1109/DCOSS.2012.29⟩. ⟨hal-00768334⟩
  • Iulian Sandu Popa, Karine Zeitouni. Modeling and Querying Mobile Location Sensor Data. The Fourth International Conference on Advanced Geographic Information Systems, Applications, and Services (GEOProcessing 2012), Jan 2012, Valencia, Spain. 18pp. ⟨hal-00768335⟩
  • Georges Gardarin, Benjamin Nguyen, Laurent Yeh, Karine Zeitouni, Bogdan Butnaru, et al.. Gestion efficace de séries temporelles en P2P: Application à l’analyse technique et l’étude des objets mobiles. Bases de Données Avancées, Oct 2009, Namur, Belgium. ⟨hal-00488660⟩
  • Morgane Berthelot, Philippe Kesmarszky, Philippe Pucheral, Jean-Jacques Vandewalle, Karine Zeitouni. Patient Medical Records in Secure Portable Tokens. Int. e-Smart Conference, Sep 2008, Sophia-Antipolis, Nice, France. ⟨inria-00325951⟩
  • Iulian Sandu-Popa, Karine Zeitouni, J. Ehrlich, F. Dupin, G. Saint-Pierre, et al.. On Using in-Vehicle Sensor Data for Naturalistic Driving Analysis. 15th World Congress on Intelligent Transportation Systems, 2008, New-York, United States. ⟨hal-00324583⟩
  • Iulian Sandu-Popa, Karine Zeitouni, G. Saint-Pierre, F. Dupin, S. Glaser. Using in-Vehicle Sensor Data for Naturalistic Driving Analysis. World Congress on Intelligent Transportation Systems, 2008, United States. pp.6. ⟨hal-00325522⟩
  • Iulian Sandu-Popa, A. Kharrat, Karine Zeitouni, F. Dupin, G. Saint-Pierre. spatiotemporelle des observations sur la conduite en situation naturelle. 2ème atelier SIT (Systèmes d’Information en Transport), 2008, Fontainebleau, France. ⟨hal-00324688⟩
  • A. Kharrat, Iulian Sandu-Popa, Karine Zeitouni. CALM : Un système de gestion de données de CApteurs à Localisation Mobile. Journées SAGEO, 2008, Montpellier, France. ⟨hal-00324644⟩
  • A. Kharrat, Iulian Sandu-Popa, Karine Zeitouni. Clustering Algorithm for Network Constraint Trajectories. 13th International Symposium on Spatial Data Handling, SDH, 2008, Montpellier, France. ⟨hal-00324581⟩
  • A. Kharrat, Karine Zeitouni, S. Faiz. Clustering de trajectoires contrainte par un réseau. Atelier Fouille de données complexes, 8èmes Journées d’Extraction et de Gestion des Connaissances, 2008, Sophia-Antipolis, France. ⟨hal-00324690⟩
  • Caifeng Lai, Ling Wang, Jidong Chen, Xiaofeng Meng, Karine Zeitouni. Effective Density Queries for Moving Objects in Road Networks. APWeb WAIM 2007 Asia-Pacific Web Conference International Conference on Web-Age Information Management, Jun 2007, Huang Shan, China. pp.200-211, ⟨10.1007/978-3-540-72524-4_23⟩. ⟨hal-04371614⟩
  • Tao Wan, Karine Zeitouni, Xiaofeng Meng. An OLAP system for network-constrained moving objects. SAC07: The 2007 ACM Symposium on Applied Computing, Mar 2007, Seoul, South Korea. pp.13-18, ⟨10.1145/1244002.1244006⟩. ⟨hal-04371647⟩
  • Iulian Sandu-Popa, Karine Zeitouni, Georges Gardarin, Didier Nakache, Elisabeth Métais. Text Categorization for Multi-label Documents and many Categories. 20th IEEE International Symposium on Computer-Based Medical Systems, 2007, Maribor, Slovenia. ⟨hal-00324597⟩
  • Tao Wan, Karine Zeitouni, X. Meng. An OLAP System for Network-Constraint Moving Objects. The 22nd Annual ACM Symposium on Applied Computing, 2007, Séoul, South Korea. ⟨hal-00324598⟩
  • C. Lai, L. Wang, Jie Chen, X. Meng, Karine Zeitouni. Density Queries for Moving Objects in Road Networks. conference of the 9th Asia-Pacific Web Conference and the 8th International Conference on Web-Age Information Management, 2007, Huangshan, China. ⟨hal-00324592⟩
  • Y. Bai, Y. Guo, X. Meng, Tao Wan, Karine Zeitouni. Efficient Dynamic Traffic Navigation with Hierarchical Aggregation Tree. Lecture Notes in Computer Science, Volume 3841, 8th Asia Pacific Web Conference, 2006, Harbin, China. ⟨hal-00324602⟩
  • N. Chelgoum, Karine Zeitouni, T. Laugier, A. Fiandrino, L. Loubresac. Fouille de données spatiales – Approche basée sur la programmation logique inductive. 6èmes Journées d’Extraction et de Gestion des Connaissances, 2006, Lille, France. pp.529-540. ⟨hal-00324652⟩
  • Tao Wan, Karine Zeitouni. Vers un entrepôt d’objets mobiles contraints par le réseau. INFORSID, 2006, Hammamet, Tunisia. pp.1055-1070. ⟨hal-00324672⟩
  • A. Boulmakoul, Karine Zeitouni, R. Marghoubi. The Use of the Galois lattice for the extraction and the visualization of the spatial association rules. 6th IEEE International Symposium on Signal Processing and Information Technology, 2006, Vancouver, Canada. ⟨hal-00324603⟩
  • Tao Wan, Karine Zeitouni. Représentation et indexation d’objets mobiles contraints par le réseau dans un entrepôt de données. EDA, 2006, France. pp.193-154. ⟨hal-00324669⟩
  • R. Marghoubi, A. Boulmakoul, Karine Zeitouni. Utilisation des treillis de Galois pour l’extraction et la visualisation des règles d’association spatiales. INFORSID, 2006, Hammamet, Tunisia. pp.703-718. ⟨hal-00324667⟩
  • Lionel Savary, Karine Zeitouni. Indexed Bit Map (IBM) for Mining Frequent Sequences. PKDD 2005: 9th European Conference on Principles and Practice of Knowledge Discovery in Databases, Oct 2005, Porto, Portugal. pp.659-666, ⟨10.1007/11564126_70⟩. ⟨hal-04371643⟩
  • R. Marghoubi, A. Boulmakoul, Karine Zeitouni. Spatial Mining with the Galois lattice for information technologies. International Conference on Modeling and Simulation, 2005, Marrakech, Morocco. ⟨hal-00324674⟩
  • Tao Wan, Karine Zeitouni. Modélisation d’objets mobiles dans un entrepôt de données. EGC, 2005, Paris, France. pp.343-348. ⟨hal-00324675⟩
  • L. Savary, Karine Zeitouni. Indexed Bit Map (IBM) for Mining Frequent Sequences. 9th European Conference on Principles and Practice of Knowledge Discovery in Databases, 2005, Porto, Portugal. pp.659-666. ⟨hal-00324633⟩
  • L. Savary, Karine Zeitouni. Tableau de bits indexé (TBI) pour la recherche de séquences fréquentes. Poster aux 5èmes Journées d’Extraction et de Gestion des Connaissances, 2005, Paris, France. ⟨hal-00324806⟩
  • L. Savary, Karine Zeitouni. Entrepôt de données spatiales basé sur GML : politique de gestion de cache. Poster aux 5èmes Journées d’Extraction et de Gestion des Connaissances, 2005, Paris, France. ⟨hal-00324780⟩
  • L. Savary, Karine Zeitouni. Mining Multidimensional Sequential Rules – A Characterization Approach. International Workshop on Mining Complex Data, 2005, Houston, United States. pp.99-102. ⟨hal-00324628⟩
  • N. Chelgoum, Karine Zeitouni. ADS : Arbre de Décision Spatial. Démonstration aux 5èmes journées EGC, 2005, Paris, France. ⟨hal-00324746⟩
  • Arnaud Banos, Bruno Jobard, S. Lassarre, Julien Lesbegueries, P. Mudu, et al.. Micro-simulation and visualization of individual space-time paths within a GI. , Annual Meeting of the Association of American Geographers, 2005, Denver, United States. ⟨hal-00324859⟩
  • L. Savary, Karine Zeitouni. Automated Linear Geometric Conflation for Spatial Data Warehouse Integration Process. 8th AGILE International Conference on Geographic Information Science, 2005, Estoril, Portugal. pp.23-32. ⟨hal-00324637⟩
  • L. Savary, T. Wan, Karine Zeitouni. Spatio-temporal data warehouse design for human activity pattern analysis. Proceedings. 15th International Workshop on Database and Expert Systems Applications, 2004., Sep 2004, Zaragoza, Spain. pp.814-818, ⟨10.1109/DEXA.2004.1333576⟩. ⟨hal-04371664⟩
  • R. Marghoubi, A. Boulmakoul, Karine Zeitouni. Spécification d’un système de data mining Spatial dans le contexte de gestion de services à valeur ajouté. 3èmes Journées nationales sur les Systèmes Intelligents – Théorie et Applications, 2004, Rabat, Morocco. ⟨hal-00324912⟩
  • L. Savary, Karine Zeitouni. Modélisation et analyse spatio-temporelle de la mobilité urbaine. 7ème conférence du GDR SIGMA, 2004, Grenoble, France. pp.27-32. ⟨hal-00324684⟩
  • L. Savary, Tao Wan, Karine Zeitouni. Spatio-Temporal Data Warehouse Design for Activity Pattern Analysis. DEXA Workshop on Geographic Information Management, 2004, Zaragoza, Spain. pp.814-818. ⟨hal-00324642⟩
  • N. Chelgoum, Karine Zeitouni. Data Mining Implementation – Alternatives and Performances. 9th Brazilian Symposium on GeoInformatics, 2004, Campos do Jordão, Brazil. ⟨hal-00324680⟩
  • N. Chelgoum, Karine Zeitouni. Mise en oeuvre des méthodes du data mining spatial. Alternatives et performances. 4èmes Journées d’Extraction et de Gestion des Connaissances, 2004, Clermont-Ferrand, France. pp.211-217. ⟨hal-00324681⟩
  • A. Elmzabi, M. Bellafkih, M. Ramdani, Karine Zeitouni. A Conditional Fuzzy Clustering with Adaptive Method. 10th Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2004, Perugia, Italy. pp.85-90. ⟨hal-00324640⟩
  • Nadjim Chelghoum, Karine Zeitouni, Azedine Boulmakoul. A Decision Tree for Multi-Layered Spatial Data. 10th International Symposium on Spatial Data Handling, Jul 2002, Ottawa, Canada. pp.1-10, ⟨10.1007/978-3-642-56094-1_1⟩. ⟨hal-04371584⟩
  • Karine Zeitouni, Nadjim Chelghoum. Spatial decision tree-application to traffic risk analysis. ACS/IEEE International Conference on Computer Systems and Applications, Jun 2001, Beirut, Lebanon. pp.203-207, ⟨10.1109/aiccsa.2001.933978⟩. ⟨hal-04371594⟩
  • Karine Zeitouni, Laurent Yeh, Marie-Aude Aufaure. Join indices as a tool for spatial data mining. International Workshop on Temporal, Spatial, and Spatio-Temporal Data Mining, TSDM 2000, Sep 2000, Lyon, France. pp.105-116, ⟨10.1007/3-540-45244-3_9⟩. ⟨hal-04371588⟩

N°spécial de revue/special issue2 documents

  • Abdelkader Hameurlain, A Min Tjoa, Philippe Lamarre, Karine Zeitouni. Transactions on Large-Scale Data- and Knowledge-Centered Systems. Vol. XLIV, LNCS 12380. Special Issue on Data Management – Principles, Technologies, and Applications. 2020, Lecture Notes in Computer Science, ⟨10.1007/978-3-662-62271-1⟩. ⟨hal-03102005⟩
  • Sabeur Aridhi, José Macedo, Engelbert Mephu Nguifo, Karine Zeitouni. Special issue on “Advances on Large Evolving Graphs”. Future Generation Computer Systems, 110, pp.310, 2020. ⟨hal-04371695⟩

Ouvrages (y compris édition critique et traduction)5 documents

  • Abdelkader Hameurlain, A Min Tjoa, Philippe Lamarre, Karine Zeitouni. Transactions on Large-Scale Data-and Knowledge-Centered Systems – XLIV. Springer, LNCS 12380, pp.1–204, 2020, Book series: Transactions on Large-Scale Data- and Knowledge-Centered Systems, 978-3662622711. ⟨10.1007/978-3-662-62271-1⟩. ⟨hal-04458571⟩
  • Karine Zeitouni, Philippe Lamarre (Dir.). Post-actes BDA 2019 -Gestion de Données Principes Technologies et Applications. 2019. ⟨hal-03176580⟩
  • Sylvie Servigne, Karine Zeitouni. Systèmes d’information et géolocalisation. Lavoisier, pp.130, 2009, 978-2-7462-2533-6. ⟨hal-01437843⟩
  • Daniela Grigori, Stéphane Lopes, Benjamin Nguyen, Karine Zeitouni. Entrepôts de données et Analyse en ligne. Cépaduès, pp.200, 2006, Numéro spécial de la revue RNTI. ⟨hal-00324554⟩
  • Daniela Grigori, Stéphane Lopes, Benjamin Nguyen, Karine Zeitouni (Dir.). Entrepôts de données et Analyse en ligne (Actes de la conférence EDA 2006). Cépaduès, pp.200, 2006. ⟨hal-00325642⟩

Chapitres d'ouvrage4 documents

  • Mariem Brahem, Hafsa E.L. Hafyani, Souheir Mehanna, Karine Zeitouni, Laurent Yeh, et al.. Data perspective on environmental mobile crowd sensing. Intelligent Environmental Data Monitoring for Pollution Management, Elsevier, pp.269-288, 2021, 978-0-12-819671-7. ⟨10.1016/B978-0-12-819671-7.00012-9⟩. ⟨hal-04371689⟩
  • Karine Zeitouni, Mariem Brahem, Laurent Yeh, Atanas Hristov. Chapter 8 – Query Processing and Access Methods for Big Astro and Geo Databases. Knowledge Discovery in Big Data from Astronomy and Earth Observation, IEEE; Elsevier, pp.593-602, 2020, 978-0-12-819154-5. ⟨10.1016/B978-0-12-819154-5.00018-7⟩. ⟨hal-04371713⟩
  • Karine Zeitouni. From Sequence Mining to Multidimensional Sequence Mining. Handbook of Research on Advances in Mining Complex Data for Knowledge Discovery, Springer Verlag, To appear, 2008. ⟨hal-00292905⟩
  • Karine Zeitouni. A Survey of Spatial Data Mining Methods. Shirley Becker. Data Warehousing and Web Engineering, 2001, 9781931777025. ⟨hal-04371616⟩

Autres publications7 documents

  • Nicolas Anciaux, Jean-Marc Petit, Philippe Pucheral, Karine Zeitouni. Personal Data Server: Keeping Sensitive Data under the Individual’s Control. 2012, pp.39-40. ⟨hal-00768354⟩
  • Karine Zeitouni, Georges Gardarin. cification des services web d’import et d’export de dossiers. 2008. ⟨hal-00324913⟩
  • Nicolas Anciaux, M. Berthelot, Luc Bouganim, C. Buton, Georges Gardarin, et al.. Architecture fonctionnelle de PlugDB : Dossier Personnel Nomade et Sécurisé. 2007. ⟨hal-00324935⟩
  • Karine Zeitouni, Iulian Sandu-Popa, Georges Gardarin. Rapport final du sous-projet CIREA – Aide à la codification des Actes. 2007. ⟨hal-00324936⟩
  • Karine Zeitouni. Analyse et extraction de connaissances des bases de données spatio-temporelles. 2006. ⟨hal-00324560⟩
  • Karine Zeitouni. Conception, Prototype et Résultats de la base de données mobilité. 2005. ⟨hal-00324939⟩
  • D. Nakatche, Elisabeth Métais, A. Dierstein, Karine Zeitouni, Georges Gardarin. Spécifications du module d’aide à la codification des actes (sous-projet 3 – CIREA). 2005. ⟨hal-00324937⟩

Rapports1 document

  • Nathalie Redon, Laurence Allard, Christophe Debert, Stephan Gabet, Benjamin Hanoune, et al.. Micro-capteurs pour le suivi de la qualité de l’air intérieur et extérieur – Volume 1 De l’usage de micro-capteurs à des fins d’évaluation de l’exposition individuelle.. Saisine n° 2018-SA-0271, Anses. 2022, 318 p. ⟨hal-03875171⟩

Thèses1 document

  • Trung Dung Le, Ecole Doctorale, Karine Zeitouni. Data Management in a Cloud Federation. Computer Science [cs]. Rennes 1, 2019. English. ⟨NNT : ⟩. ⟨tel-02931831v2⟩

Habilitation à diriger des recherches1 document

  • Karine Zeitouni. Analyse et extraction de connaissances des bases de données spatio-temporelles. Interface homme-machine [cs.HC]. Université de Versailles-Saint Quentin en Yvelines, 2006. ⟨tel-00325468⟩

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Description: L’université de Versailles St-Quentin recrute un poste de maître(sse) de conférences en informatique (section 27) lors de la session synchronisée du concours. Il sera rattaché à l’UFR des sciences, département informatique et au laboratoire DAVID en recherche.  Profil recherche : La recherche du candidat devra s’inscrire dans les domaines de l’équipe ADAM (Ambient Data Access […]

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