Talel Abdessalem

According to our database, Talel Abdessalem authored at least 86 papers between 1997 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Explaining the (Not So) Obvious: Simple and Fast Explanation of STAN, a Next Point of Interest Recommendation System.

Fajrian Yunus, Talel Abdessalem

CoRR, 2024

Lifelong Learning through a Virtual Learning Environment: The Determinants of Success in the Tourism and Hospitality Sector.

Hajer Kefi, Ekaterina Besson, Karina Sokolova, Talel Abdessalem

Proceedings of the 30th Americas Conference on Information Systems: Elevating Life through Digital Social Entrepreneurship, 2024

2022

A Survey on Stream-Based Recommender Systems.

Marie Al-Ghossein, Talel Abdessalem, Anthony Barré

ACM Comput. Surv., 2022

2021

River: machine learning for streaming data in Python.

Jacob Montiel, Max Halford, Saulo Martiello Mastelini, Geoffrey Bolmier, Raphaël Sourty, Robin Vaysse, Adil Zouitine, Heitor Murilo Gomes, Jesse Read, Talel Abdessalem, Albert Bifet

J. Mach. Learn. Res., 2021

Exact and Approximate Algorithms for Computing Betweenness Centrality in Directed Graphs.

Mostafa Haghir Chehreghani, Albert Bifet, Talel Abdessalem

Fundam. Informaticae, 2021

2020

Sampling informative patterns from large single networks.

Mostafa Haghir Chehreghani, Talel Abdessalem, Albert Bifet, Meriem Bouzbila

Future Gener. Comput. Syst., 2020

Adaptive XGBoost for Evolving Data Streams.

Jacob Montiel, Rory Mitchell, Eibe Frank, Bernhard Pfahringer, Talel Abdessalem, Albert Bifet

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2019

Correction to: Adaptive random forests for evolving data stream classification.

Heitor Murilo Gomes, Albert Bifet, Jesse Read, Jean Paul Barddal, Fabrício Enembreck, Bernhard Pfahringer, Geoff Holmes, Talel Abdessalem

Mach. Learn., 2019

Privacy as a Service: Anonymisation of NetFlow Traces.

Ashref Aloui, Mounira Msahli, Talel Abdessalem, Sihem Mesnager, Stéphane Bressan

Proceedings of the Advances in E-Business Engineering for Ubiquitous Computing, 2019

Detecting Communities in Complex Networks Using Formal Concept Analysis.

Rokia Missaoui, Abir Messaoudi, Mohamed Hamza Ibrahim, Talel Abdessalem

Proceedings of the Advances in Knowledge Discovery and Management, 2019

Metropolis-Hastings Algorithms for Estimating Betweenness Centrality.

Mostafa Haghir Chehreghani, Talel Abdessalem, Albert Bifet

Proceedings of the Advances in Database Technology, 2019

Adaptive Algorithms for Estimating Betweenness and <i>k</i>-path Centralities.

Mostafa Haghir Chehreghani, Albert Bifet, Talel Abdessalem

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Determinants of Social Networking Usage and Regret in Two Cultural Settings: France and Thailand.

Hajer Kefi, Aziz Nanthaamornphong, Stéphane Bressan, Talel Abdessalem

Proceedings of the 25th Americas Conference on Information Systems, 2019

2018

Scikit-Multiflow: A Multi-output Streaming Framework.

Jacob Montiel, Jesse Read, Albert Bifet, Talel Abdessalem

J. Mach. Learn. Res., 2018

Open data in the hotel industry: leveraging forthcoming events for hotel recommendation.

Marie Al-Ghossein, Talel Abdessalem, Anthony Barré

J. Inf. Technol. Tour., 2018

Novel Adaptive Algorithms for Estimating Betweenness, Coverage and k-path Centralities.

Mostafa Haghir Chehreghani, Albert Bifet, Talel Abdessalem

CoRR, 2018

Discriminative Distance-Based Network Indices with Application to Link Prediction.

Mostafa Haghir Chehreghani, Albert Bifet, Talel Abdessalem

Comput. J., 2018

Dynamic Local Models for Online Recommendation.

Marie Al-Ghossein, Talel Abdessalem, Anthony Barré

Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

Exploiting Contextual and External Data for Hotel Recommendation.

Marie Al-Ghossein, Talel Abdessalem, Anthony Barré

Proceedings of the Adjunct Publication of the 26th Conference on User Modeling, 2018

Adaptive collaborative topic modeling for online recommendation.

Marie Al-Ghossein, Pierre-Alexandre Murena, Talel Abdessalem, Anthony Barré, Antoine Cornuéjols

Proceedings of the 12th ACM Conference on Recommender Systems, 2018

Cross-Domain Recommendation in the Hotel Sector.

Marie Al-Ghossein, Talel Abdessalem, Anthony Barré

Proceedings of the Workshop on Recommenders in Tourism, 2018

Scalable Model-Based Cascaded Imputation of Missing Data.

Jacob Montiel, Jesse Read, Albert Bifet, Talel Abdessalem

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

Efficient Exact and Approximate Algorithms for Computing Betweenness Centrality in Directed Graphs.

Mostafa Haghir Chehreghani, Albert Bifet, Talel Abdessalem

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

Adaptive Window Strategy for Topic Modeling in Document Streams.

Pierre-Alexandre Murena, Marie Al-Ghossein, Talel Abdessalem, Antoine Cornuéjols

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Set Labelling using Multi-label Classification.

Ngurah Agus Sanjaya, Jesse Read, Talel Abdessalem, Stéphane Bressan

Proceedings of the 20th International Conference on Information Integration and Web-based Applications & Services, 2018

Harnessing Truth Discovery Algorithms On The Topic Labelling Problem.

Ngurah Agus Sanjaya, Mouhamadou Lamine Ba, Talel Abdessalem, Stéphane Bressan

Proceedings of the 20th International Conference on Information Integration and Web-based Applications & Services, 2018

ALGeoSPF: Un modèle de factorisation basé sur du clustering géographique pour la recommandation de POI.

Jean-Benoît Griesner, Talel Abdessalem, Hubert Naacke, Pierre Dosne

Proceedings of the Extraction et Gestion des Connaissances, 2018

L'exploitation de données contextuelles pour la recommandation d'hôtels.

Marie Al-Ghossein, Talel Abdessalem, Anthony Barré

Proceedings of the Extraction et Gestion des Connaissances, 2018

Tuple Reconstruction.

Ngurah Agus Sanjaya Er, Mouhamadou Lamine Ba, Talel Abdessalem, Stéphane Bressan

Proceedings of the Database Systems for Advanced Applications, 2018

Learning Fast and Slow: A Unified Batch/Stream Framework.

Jacob Montiel, Albert Bifet, Viktor Losing, Jesse Read, Talel Abdessalem

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

DyBED: An Efficient Algorithm for Updating Betweenness Centrality in Directed Dynamic Graphs.

Mostafa Haghir Chehreghani, Albert Bifet, Talel Abdessalem

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

An In-depth Comparison of Group Betweenness Centrality Estimation Algorithms.

Mostafa Haghir Chehreghani, Albert Bifet, Talel Abdessalem

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

ALGeoSPF: A Hierarchical Factorization Model for POI Recommendation.

Jean-Benoît Griesner, Talel Abdessalem, Hubert Naacke, Pierre Dosne

Proceedings of the IEEE/ACM 2018 International Conference on Advances in Social Networks Analysis and Mining, 2018

2017

Adaptive random forests for evolving data stream classification.

Heitor Murilo Gomes, Albert Bifet, Jesse Read, Jean Paul Barddal, Fabrício Enembreck, Bernhard Pfahringer, Geoff Holmes, Talel Abdessalem

Mach. Learn., 2017

Upper and lower bounds for the q-entropy of network models with application to network model selection.

Mostafa Haghir Chehreghani, Talel Abdessalem

Inf. Process. Lett., 2017

Set of tuples expansion by example with reliability.

Ngurah Agus Sanjaya Er, Mouhamadou Lamine Ba, Talel Abdessalem, Stéphane Bressan

Int. J. Web Inf. Syst., 2017

Social media marketing analytics : a multicultural approach applied to the beauty \& cosmetic sector.

Hajer Kefi, Sitesh Indra, Talel Abdessalem

CoRR, 2017

Discriminative Distance-Based Network Indices and the Tiny-World Property.

Mostafa Haghir Chehreghani, Albert Bifet, Talel Abdessalem

CoRR, 2017

Metropolis-Hastings Algorithms for Estimating Betweenness Centrality in Large Networks.

Mostafa Haghir Chehreghani, Talel Abdessalem, Albert Bifet

CoRR, 2017

Protocol for preserving privacy in distributed system (PPDS).

Ashref Aloui, Mounira Msahli, Talel Abdessalem, Stéphane Bressan, Sihem Mesnager

Proceedings of the 13th International Wireless Communications and Mobile Computing Conference, 2017

Preserving privacy in distributed system (PPDS) protocol: Security analysis.

Ashref Aloui, Mounira Msahli, Talel Abdessalem, Stéphane Bressan, Sihem Mesnager

Proceedings of the 36th IEEE International Performance Computing and Communications Conference, 2017

Un Modèle de Factorisation de Poisson pour la Recommandation de Points d'Intérêt.

Jean-Benoît Griesner, Talel Abdessalem, Hubert Naacke

Proceedings of the 17ème Journées Francophones Extraction et Gestion des Connaissances, 2017

How to Find the Best Rated Items on a Likert Scale and How Many Ratings Are Enough.

Qing Liu, Debabrota Basu, Shruti Goel, Talel Abdessalem, Stéphane Bressan

Proceedings of the Database and Expert Systems Applications, 2017

Truthfulness of Candidates in Set of t-uples Expansion.

Ngurah Agus Sanjaya Er, Mouhamadou Lamine Ba, Talel Abdessalem, Stéphane Bressan

Proceedings of the Database and Expert Systems Applications, 2017

Predicting over-indebtedness on batch and streaming data.

Jacob Montiel, Albert Bifet, Talel Abdessalem

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016

SoMap: Dynamic Clustering and Ranking of Geotagged Posts.

Marie Al-Ghossein, Talel Abdessalem

Proceedings of the 25th International Conference on World Wide Web, 2016

Social Media Marketing Analytics: a Multicultural Approach Applied to the Beauty & cosmetics Sector.

Hajer Kefi, Sitesh Indra, Talel Abdessalem

Proceedings of the 20th Pacific Asia Conference on Information Systems, 2016

Top-k Queries Over Uncertain Scores.

Qing Liu, Debabrota Basu, Talel Abdessalem, Stéphane Bressan

Proceedings of the On the Move to Meaningful Internet Systems: OTM 2016 Conferences, 2016

Detecting Communities of Commuters: Graph Based Techniques Versus Generative Models.

Ashish Dandekar, Stéphane Bressan, Talel Abdessalem, Huayu Wu, Wee Siong Ng

Proceedings of the On the Move to Meaningful Internet Systems: OTM 2016 Conferences, 2016

Set of t-uples expansion by example.

Ngurah Agus Sanjaya Er, Talel Abdessalem, Stéphane Bressan

Proceedings of the 18th International Conference on Information Integration and Web-based Applications and Services, 2016

Intégration des Influences Géographique et Temporelle pour la Recommandation de Points d'Intérêt.

Jean-Benoît Griesner, Talel Abdessalem, Hubert Naacke

Proceedings of the 16ème Journées Francophones Extraction et Gestion des Connaissances, 2016

Cost Minimization and Social Fairness for Spatial Crowdsourcing Tasks.

Qing Liu, Talel Abdessalem, Huayu Wu, Zihong Yuan, Stéphane Bressan

Proceedings of the Database Systems for Advanced Applications, 2016

Echo State Hoeffding Tree Learning.

Diego Marron, Jesse Read, Albert Bifet, Talel Abdessalem, Eduard Ayguadé, José R. Herrero

Proceedings of The 8th Asian Conference on Machine Learning, 2016

2015

POI Recommendation: Towards Fused Matrix Factorization with Geographical and Temporal Influences.

Jean-Benoît Griesner, Talel Abdessalem, Hubert Naacke

Proceedings of the 9th ACM Conference on Recommender Systems, 2015

2014

Gestion de versions incertaines de documents XML.

Mouhamadou Lamine Ba, Talel Abdessalem, Pierre Senellart

Ingénierie des Systèmes d Inf., 2014

A parameter-free algorithm for an optimized tag recommendation list size.

Modou Gueye, Talel Abdessalem, Hubert Naacke

Proceedings of the Eighth ACM Conference on Recommender Systems, 2014

Monitoring moving objects using uncertain web data.

Mouhamadou Lamine Ba, Sébastien Montenez, Talel Abdessalem, Pierre Senellart

Proceedings of the 22nd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2014

Integration of Web Sources Under Uncertainty and Dependencies Using Probabilistic XML.

Mouhamadou Lamine Ba, Sébastien Montenez, Ruiming Tang, Talel Abdessalem

Proceedings of the Database Systems for Advanced Applications, 2014

A Social and Popularity-Based Tag Recommender.

Modou Gueye, Talel Abdessalem, Hubert Naacke

Proceedings of the 2014 IEEE Fourth International Conference on Big Data and Cloud Computing, 2014

2013

Improving tag recommendation by folding in more consistency.

Modou Gueye, Talel Abdessalem, Hubert Naacke

CoRR, 2013

FoldCons: A Simple Way To Improve Tag Recommendation.

Modou Gueye, Talel Abdessalem, Hubert Naacke

Proceedings of the Fifth ACM RecSys Workshop on Recommender Systems and the Social Web co-located with the 7th ACM Conference on Recommender Systems (RecSys 2013), 2013

STRec: An Improved Graph-based Tag Recommender.

Modou Gueye, Talel Abdessalem, Hubert Naacke

Proceedings of the Fifth ACM RecSys Workshop on Recommender Systems and the Social Web co-located with the 7th ACM Conference on Recommender Systems (RecSys 2013), 2013

Dynamic Recommender System: Using Cluster-Based Biases to Improve the Accuracy of the Predictions.

Modou Gueye, Talel Abdessalem, Hubert Naacke

Proceedings of the Advances in Knowledge Discovery and Management, 2013

Technique de factorisation multi-biais pour des recommandations dynamiques.

Modou Gueye, Talel Abdessalem, Hubert Naacke

Proceedings of the Extraction et gestion des connaissances (EGC'2013), Actes, 29 janvier, 2013

Merging Uncertain Multi-Version XML Documents.

Mouhamadou Lamine Ba, Talel Abdessalem, Pierre Senellart

Proceedings of the International workshop on Document Changes: Modeling, 2013

Uncertain version control in open collaborative editing of tree-structured documents.

Mouhamadou Lamine Ba, Talel Abdessalem, Pierre Senellart

Proceedings of the ACM Symposium on Document Engineering 2013, 2013

2012

Automatic Extraction of Structured Web Data with Domain Knowledge.

Nora Derouiche, Bogdan Cautis, Talel Abdessalem

Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

Primates: a privacy management system for social networks.

Imen Ben Dhia, Talel Abdessalem, Mauro Sozio

Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011

Casting a web of trust over Wikipedia: an interaction-based approach.

Silviu Maniu, Talel Abdessalem, Bogdan Cautis

Proceedings of the 20th International Conference on World Wide Web, 2011

A probabilistic XML merging tool.

Talel Abdessalem, Mouhamadou Lamine Ba, Pierre Senellart

Proceedings of the EDBT 2011, 2011

Building a signed network from interactions in Wikipedia.

Silviu Maniu, Bogdan Cautis, Talel Abdessalem

Proceedings of the First ACM SIGMOD Workshop on Databases and Social Networks, 2011

A reachability-based access control model for online social networks.

Talel Abdessalem, Imen Ben Dhia

Proceedings of the First ACM SIGMOD Workshop on Databases and Social Networks, 2011

Towards a version control model with uncertain data.

Mouhamadou Lamine Ba, Talel Abdessalem, Pierre Senellart

Proceedings of the 4th workshop on Workshop for Ph.D. students in information & knowledge management, 2011

2010

ObjectRunner: Lightweight, Targeted Extraction and Querying of Structured Web Data.

Talel Abdessalem, Bogdan Cautis, Nora Derouiche

Proc. VLDB Endow., 2010

2008

Semantics of Spatial Window over Spatio-Temporal Data Stream.

Yi Yu, Talel Abdessalem, Junwei Yan

Proceedings of the Extraction et gestion des connaissances (EGC'2008), 2008

Pruning nested XQuery queries.

Bilel Gueni, Talel Abdessalem, Bogdan Cautis, Emmanuel Waller

Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

2007

Using data stream management systems to analyze electric power consumption data.

Talel Abdessalem, Raja Chiky, Georges Hébrail, Jean Louis Vitti

Monde des Util. Anal. Données, 2007

Traitement de données de consommation électrique par un Système de Gestion de Flux de Données.

Talel Abdessalem, Raja Chiky, Georges Hébrail, Jean Louis Vitti

Proceedings of the Extraction et gestion des connaissances (EGC'2007), 2007

2006

Evaluation of probabilistic queries in moving objects databases.

Talel Abdessalem, Laurent Decreusefond, José Manuel Moreira

Proceedings of the Fifth ACM International Workshop on Data Engineering for Wireless and Mobile Access, 2006

2005

Probabilistic measurement of uncertainty in moving objects databases.

Talel Abdessalem, Laurent Decreusefond, José Manuel Moreira

Proceedings of the 21èmes Journées Bases de Données Avancées, 2005

Management of Large Moving Objects Datasets: Indexing, Benchmarking and Uncertainty in Movement Representation.

Talel Abdessalem, Cédric du Mouza, José Manuel Moreira, Philippe Rigaux

Proceedings of the Spatial Databases: Technologies, Techniques and Trends, 2005

2002

A comparative study for XML change detection.

Gregory Cobena, Talel Abdessalem, Yassine Hinnach

Proceedings of the 18èmes Journées Bases de Données Avancées, 2002

2001

Movement Query Operations for Spatio-Temporal Databases.

Talel Abdessalem, José Manuel Moreira, Cristina Ribeiro

Proceedings of the 17èmes Journées Bases de Données Avancées, 2001

2000

Query operations for moving objects database systems.

José Manuel Moreira, Cristina Ribeiro, Talel Abdessalem

Proceedings of the ACM-GIS 2000, 2000

1997

VQL: A Query Language for Multiversion Databases.

Talel Abdessalem, Geneviève Jomier

Proceedings of the Database Programming Languages, 6th International Workshop, 1997

VQL : un langage de requêtes pour bases de données multiversions.

Talel Abdessalem, Geneviève Jomier

Proceedings of the 13ème Journées Bases de Données Avancées, 1997