Karine Zeitouni

Orcid: 0000-0002-5602-6942

Affiliations:
  • Versailles Saint-Quentin-en-Yvelines University, France


According to our database1, Karine Zeitouni authored at least 117 papers between 2000 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
How opportunistic mobile monitoring can enhance air quality assessment?
GeoInformatica, October, 2024

Learning the micro-environment from rich trajectories in the context of mobile crowd sensing.
GeoInformatica, April, 2024

Corticosteroid sensitivity detection in sepsis patients using a personalized data mining approach: A clinical investigation.
Comput. Methods Programs Biomed., 2024

Federated TimeGAN for Privacy Preserving Synthetic Trajectory Generation.
Proceedings of the 25th IEEE International Conference on Mobile Data Management, 2024

2023
Recognition of oil & gas pipelines operational states using graph network structural features.
Eng. Appl. Artif. Intell., April, 2023

Graph convolutional networks for traffic forecasting with missing values.
Data Min. Knowl. Discov., March, 2023

Towards a Federated Learning Approach for Branched Wired Networks Prognosis.
Proceedings of the International Conference on Control, Automation and Diagnosis, 2023

Clustering Corticosteroids Responsiveness in Sepsis Patients using Game-Theoretic Rough Sets.
Proceedings of the 18th Conference on Computer Science and Intelligence Systems, 2023

Enriching fixed stations air pollution monitoring with opportunistic mobile monitoring.
Proceedings of the Workshops of the EDBT/ICDT 2023 Joint Conference, 2023

STREAMER 3.0: Towards Online Monitoring and Distributed Learning.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022
Modeling Trajectories Obtained from External Sensors for Location Prediction via NLP Approaches.
Sensors, 2022

Fine-grained location prediction of non geo-tagged tweets: a multi-view learning approach.
Proceedings of the 5th ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, 2022

2021
Mobile participatory sensing with strong privacy guarantees using secure probes.
GeoInformatica, 2021

Towards a semantic indoor trajectory model: application to museum visits.
GeoInformatica, 2021

Location prediction: a deep spatiotemporal learning from external sensors data.
Distributed Parallel Databases, 2021

Tell Me What Air You Breath, I Tell You Where You Are.
Proceedings of the 17th International Symposium on Spatial and Temporal Databases, 2021

SMATE: Semi-Supervised Spatio-Temporal Representation Learning on Multivariate Time Series.
Proceedings of the IEEE International Conference on Data Mining, 2021

Towards a Federated Learning Approach for Privacy-aware Analysis of Semantically Enriched Mobility Data.
Proceedings of the FRAME@HPDC 2021: Proceedings of the 1st Workshop on Flexible Resource and Application Management on the Edge, 2021

Micro-environment Recognition in the context of Environmental Crowdsensing.
Proceedings of the Workshops of the EDBT/ICDT 2021 Joint Conference, 2021

Un Modèle de Trajectoire Multidimensionnel dans le Contexte de la Collecte Participative par Micro-Capteurs.
Proceedings of the Business Intelligence & Big Data, 2021

From Raw Pedestrian Trajectories to Semantic Graph Structured Model - Towards an end-to-end spatiotemporal analytics framework.
Proceedings of the 12th International Conference on Ambient Systems, 2021

2020
ASTROIDE: A Unified Astronomical Big Data Processing Engine over Spark.
IEEE Trans. Big Data, 2020

Special issue on "Advances on Large Evolving Graphs".
Future Gener. Comput. Syst., 2020

Online Clustering of Trajectories in Road Networks.
Proceedings of the 21st IEEE International Conference on Mobile Data Management, 2020

2019
ISETS: Incremental Shapelet Extraction from Time Series Stream.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

Prospective Data Model and Distributed Query Processing for Mobile Sensing Data Streams.
Proceedings of the Multiple-Aspect Analysis of Semantic Trajectories, 2019

TrajSense: Trajectory Prediction from Sparse and Missing External Sensor Data.
Proceedings of the 20th IEEE International Conference on Mobile Data Management, 2019

Trajectory Prediction from a Mass of Sparse and Missing External Sensor Data.
Proceedings of the 20th IEEE International Conference on Mobile Data Management, 2019

Exploring Interpretable Features for Large Time Series with SE4TeC.
Proceedings of the Advances in Database Technology, 2019

Towards A Semantic Indoor Trajectory Model.
Proceedings of the Workshops of the EDBT/ICDT 2019 Joint Conference, 2019

Incremental and Adaptive Feature Exploration over Time Series Stream.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018
Towards Rich Sensor Data Representation - Functional Data Analysis Framework for Opportunistic Mobile Monitoring.
Proceedings of the 4th International Conference on Geographical Information Systems Theory, 2018

Efficient astronomical query processing using spark.
Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2018

SE2TeC: A Scalable Engine for Efficient and Expressive Time Series Classification.
Proceedings of the 1st International Conference on Big Data and Cyber-Security Intelligence, 2018

Trajectory Prediction from External Sensor Data using Recurrent Neural Networks.
Proceedings of the 1st International Conference on Big Data and Cyber-Security Intelligence, 2018

An Atmospheric Dispersion Modeling Microservice for HazMat Transportation.
Proceedings of the 9th International Conference on Ambient Systems, 2018

2017
Nash Equilibrium-Based Semantic Cache in Mobile Sensor Grid Database Systems.
IEEE Trans. Syst. Man Cybern. Syst., 2017

MobiStore: A system for efficient mobile P2P data sharing.
Peer-to-Peer Netw. Appl., 2017

Smart preserving of cultural heritage with PACT-ART - Enrichment, data mining, and complex event processing in the internet of cultural things.
Multim. Tools Appl., 2017

An Automatic Matcher and Linker for Transportation Datasets.
ISPRS Int. J. Geo Inf., 2017

HX-MATCH: In-Memory Cross-Matching Algorithm for Astronomical Big Data.
Proceedings of the Advances in Spatial and Temporal Databases, 2017

Link++: Adaptive Linking of Multiple Transportation Networks.
Proceedings of the Workshop on Large-Scale Time Dependent Graphs (TD-LSG 2017) co-located with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2017), 2017

Design and Implementation Issues of a Time-dependent Shortest Path Algorithm for Multimodal Transportation Network.
Proceedings of the Workshop on Large-Scale Time Dependent Graphs (TD-LSG 2017) co-located with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2017), 2017

RETRy: IntegRating RidEsharing with Existing Trip PlanneRs.
Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2017

Automatic Learning of Predictive CEP Rules: Bridging the Gap between Data Mining and Complex Event Processing.
Proceedings of the 11th ACM International Conference on Distributed and Event-based Systems, 2017

Predictive Analysis of BPM tasks with autoCEP.
Proceedings of the BPM Demo Track and BPM Dissertation Award co-located with 15th International Conference on Business Process Modeling (BPM 2017), 2017

A new time-dependent shortest path algorithm for multimodal transportation network.
Proceedings of the 8th International Conference on Ambient Systems, 2017

Real-Time HazMat Environmental Information System: A micro-service based architecture.
Proceedings of the 8th International Conference on Ambient Systems, 2017

2016
Un protocole basé sur des mobiles sécurisés pour une collecte participative de données spatiales en mobilité réellement anonyme.
Rev. Int. Géomatique, 2016

éDitorial.
Rev. Int. Géomatique, 2016

Game balanced multi-factor multicast routing in sensor grid networks.
Inf. Sci., 2016

PAMPAS: Privacy-Aware Mobile Participatory Sensing Using Secure Probes.
Proceedings of the 28th International Conference on Scientific and Statistical Database Management, 2016

PACT-ART: Enrichment, Data Mining, and Complex Event Processing in the Internet of Cultural Things.
Proceedings of the 12th International Conference on Signal-Image Technology & Internet-Based Systems, 2016

A Framework for Online Mobility Pattern Discovery from Trajectory Data Streams.
Proceedings of the IEEE 17th International Conference on Mobile Data Management, 2016

Online Clustering of Trajectory Data Stream.
Proceedings of the IEEE 17th International Conference on Mobile Data Management, 2016

Discovering multimodal routes using connection patterns.
Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016

CUTiS: optimized online ClUstering of Trajectory data Stream.
Proceedings of the 20th International Database Engineering & Applications Symposium, 2016

The Butterfly: An Intelligent Framework for Violation Prediction within Business Processes.
Proceedings of the 20th International Database Engineering & Applications Symposium, 2016

A Service-Based System for Sentiment Analysis and Visualization of Twitter Data in Realtime.
Proceedings of the Service-Oriented Computing - ICSOC 2016 Workshops, 2016

autoCEP: Automatic Learning of Predictive Rules for Complex Event Processing.
Proceedings of the Service-Oriented Computing - 14th International Conference, 2016

Automatic detection and matching of geospatial properties in transportation data sources (demo paper).
Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, GIS 2016, Burlingame, California, USA, October 31, 2016

AstroSpark: towards a distributed data server for big data in astronomy.
Proceedings of the 3rd ACM SIGSPATIAL PhD Symposium, 2016

Link++: A Flexible and Customizable Tool for Connecting RDF Data Sources.
Proceedings of the Semantic Web - ESWC 2016 Satellite Events, Heraklion, Crete, Greece, May 29, 2016

On-Line Mobility Pattern Discovering using Trajectory Data.
Proceedings of the 19th International Conference on Extending Database Technology, 2016

Automatic learning of predictive rules for complex event processing: doctoral symposium.
Proceedings of the 10th ACM International Conference on Distributed and Event-based Systems, 2016

Complex event processing for the non-expert with autoCEP: demo.
Proceedings of the 10th ACM International Conference on Distributed and Event-based Systems, 2016

Toward the Support of Challenging Service Level Agreements (SLAs) in Manual and Context-Dependent Activities.
Proceedings of the 40th IEEE Annual Computer Software and Applications Conference, 2016

2015
TRIFL: A Generic Trajectory Index for Flash Storage.
ACM Trans. Spatial Algorithms Syst., 2015

Spatio-temporal compression of trajectories in road networks.
GeoInformatica, 2015

PPTM: Privacy-Aware Participatory Traffic Monitoring Using Mobile Secure Probes.
Proceedings of the 16th IEEE International Conference on Mobile Data Management, 2015

PACT-ART: Adaptive and context-aware processes for the transportation of artworks.
Proceedings of the 2nd Digital Heritage International Congress, 2015

2014
Gaia, validation des données. Un milliard d'étoiles, de pixels et de mégaoctets.
Ingénierie des Systèmes d Inf., 2014

MobiStore: Achieving availability and load balance in a mobile P2P data store.
Proceedings of the 6th International Conference on Mobile Computing, 2014

A General Nash Equilibrium Semantic Cache Algorithm in a Sensor Grid Database.
Proceedings of the Data Management in Cloud, Grid and P2P Systems, 2014

Prédiction des valeurs manquantes dans un entrepôt de données par combinaison de la programmation par contraintes et des KPPV.
Proceedings of the Actes des 10e journées francophones sur les Entrepôts de Données et l'Analyse en Ligne, 2014

2013
Proactive Vehicular Traffic Rerouting for Lower Travel Time.
IEEE Trans. Veh. Technol., 2013

Progressive ranking based on a dominance list.
Proceedings of the 7th International Workshop on Ranking in Databases (co-located with VLDB 2013), 2013

Personalized progressive filtering of skyline queries in high dimensional spaces.
Proceedings of the 17th International Database Engineering & Applications Symposium, 2013

Preferences Chain Guided Search and Ranking Refinement.
Proceedings of the Database and Expert Systems Applications, 2013

2012
Personal Data Server: Keeping Sensitive Data under the Individual's Control.
ERCIM News, 2012

Proactive Vehicle Re-routing Strategies for Congestion Avoidance.
Proceedings of the IEEE 8th International Conference on Distributed Computing in Sensor Systems, 2012

2011
Indexing in-network trajectory flows.
VLDB J., 2011

2010
Gestion efficace de séries temporelles en P2P: Application à l'analyse technique et l'étude des objets mobiles
CoRR, 2010

PARINET: A tunable access method for in-network trajectories.
Proceedings of the 26th International Conference on Data Engineering, 2010

2009
From Sequence Mining to Multidimensional Sequence Mining.
Proceedings of the Mining Complex Data, 2009

Éditorial.
Ingénierie des Systèmes d Inf., 2009

Base de données de capteurs à localisation mobile Modèle et langage.
Ingénierie des Systèmes d Inf., 2009

Caractérisation de la densité de trafic et de son évolution à partir de trajectoires d'objets mobiles.
Proceedings of the Actes des 5èmes journées francophones Mobilité et Ubiquité 2009, 2009

Characterizing the Traffic Density and Its Evolution through Moving Object Trajectories.
Proceedings of the KDIR 2009 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, Funchal, 2009

2008
Clustering Algorithm for Network Constraint Trajectories.
Proceedings of the Headway in Spatial Data Handling, 2008

2007
GeoCache: A Cache for GML Geographical Data.
Int. J. Data Warehous. Min., 2007

Effective Density Queries for Moving Objects in Road Networks.
Proceedings of the Advances in Data and Web Management, 2007

An OLAP system for network-constrained moving objects.
Proceedings of the 2007 ACM Symposium on Applied Computing (SAC), 2007

Text Categorization for Multi-label Documents and Many Categories.
Proceedings of the 20th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2007), 2007

2006
Vers un entrepôt d'objets mobiles contraints par le réseau.
Proceedings of the Actes du XXIVème Congrès INFORSID, Hammamet, Tunisie, 31 mai, 2006

Utilisation des treillis de Galois pour l'extraction et la visualisation des règles d'association spatiales.
Proceedings of the Actes du XXIVème Congrès INFORSID, Hammamet, Tunisie, 31 mai, 2006

Fouille de données spatiales. Approche basée sur la programmation logique inductive.
Proceedings of the Extraction et gestion des connaissances (EGC'2006), 2006

Représentation et indexation d'objets mobiles dans un entrepôt de données.
Proceedings of the Actes de la 2ème journée francophone sur les Entrepôts de Données et l'Analyse en ligne, 2006

Efficient Dynamic Traffic Navigation with Hierarchical Aggregation Tree.
Proceedings of the Frontiers of WWW Research and Development, 2006

Analyse et extraction de connaissances des bases de données spatio-temporelles. (Data Analysis and Knowledge Discovery in Spatio-Temporal Databases).
, 2006

2005
Indexed Bit Map (IBM) for Mining Frequent Sequences.
Proceedings of the Knowledge Discovery in Databases: PKDD 2005, 2005

Modélisation d'objets mobiles dans un entrepôt de données.
Proceedings of the Extraction et gestion des connaissances (EGC'2005), 2005

Tableau de bits indexé (TBI) pour la recherche de séquences fréquentes.
Proceedings of the Extraction et gestion des connaissances (EGC'2005), 2005

Entrepôt de données spatiales basé sur GML : politique de gestion de cache.
Proceedings of the Extraction et gestion des connaissances (EGC'2005), 2005

2004
Spatial Data Mining Implementation: Alternatives and Performances.
Proceedings of the VI Brazilian Symposium on Geoinformatics, 2004

Mise en oeuvre des méthodes de fouille de données spatiales - Alternatives et performances.
Proceedings of the Extraction et gestion des connaissances (EGC'2004), 2004

Spatio-Temporal Data Warehouse Design for Human Activity Pattern Analysis.
Proceedings of the 15th International Workshop on Database and Expert Systems Applications (DEXA 2004), with CD-ROM, 30 August, 2004

2003
DocCat: un composant logiciel de catégorisation de documents et de marquage sémantique XML.
Ingénierie des Systèmes d Inf., 2003

Approaches to Feature Selection for Document Categorization.
Proceedings of the Natural Language Processing and Information Systems, 2003

SEWISE: An Ontology-based Web Information Search Engine.
Proceedings of the Natural Language Processing and Information Systems, 2003

Spatial Data Warehouse - A Prototype.
Proceedings of the Electronic Government, Second International Conference, 2003

Mining association rules with multiple Min-supports - Application to Symbolic data.
Proceedings of the 19èmes Journées Bases de Données Avancées, 2003

2002
Fouille de données spatiales par arbre de décision multi-thème.
Proceedings of the Extraction et gestion des connaissances (EGC'2002), 2002

2001
Arbre de décision spatial - Application en sécurité routière.
Proceedings of the Extraction et gestion des connaissances (EGC'2001), 2001

Spatial Decision Tree-Application to Traffic Risk Analysis.
Proceedings of the 2001 ACS / IEEE International Conference on Computer Systems and Applications (AICCSA 2001), 2001

2000
Join Indices as a Tool for Spatial Data Mining.
Proceedings of the Temporal, 2000

A survey of spatial data mining methods databases and statistics point of views.
Proceedings of the Challenges of Information Technology Management in the 21st Century, 2000


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