Talel Abdessalem

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 56

Top Topics

Betweenness Centrality

Evolving Data Streams

Top Venues

Publications

Hajer Kefi, Ekaterina Besson, Karina Sokolova, Talel Abdessalem
Lifelong Learning through a Virtual Learning Environment: The Determinants of Success in the Tourism and Hospitality Sector. AMCIS (2024)
Marie Al-Ghossein, Talel Abdessalem, Anthony Barré
A Survey on Stream-Based Recommender Systems. ACM Comput. Surv. 54 (5) (2021)
Jacob Montiel, Max Halford, Saulo Martiello Mastelini, Geoffrey Bolmier, Raphaël Sourty, Robin Vaysse, Adil Zouitine, Heitor Murilo Gomes, Jesse Read, Talel Abdessalem, Albert Bifet
River: machine learning for streaming data in Python. J. Mach. Learn. Res. 22 (2021)
Mostafa Haghir Chehreghani, Albert Bifet, Talel Abdessalem
Exact and Approximate Algorithms for Computing Betweenness Centrality in Directed Graphs. Fundam. Informaticae 182 (3) (2021)
Jacob Montiel, Rory Mitchell, Eibe Frank, Bernhard Pfahringer, Talel Abdessalem, Albert Bifet
Adaptive XGBoost for Evolving Data Streams. CoRR (2020)
Jacob Montiel, Max Halford, Saulo Martiello Mastelini, Geoffrey Bolmier, Raphaël Sourty, Robin Vaysse, Adil Zouitine, Heitor Murilo Gomes, Jesse Read, Talel Abdessalem, Albert Bifet
River: machine learning for streaming data in Python. CoRR (2020)
Mostafa Haghir Chehreghani, Talel Abdessalem, Albert Bifet, Meriem Bouzbila
Sampling informative patterns from large single networks. Future Gener. Comput. Syst. 106 (2020)
Jacob Montiel, Rory Mitchell, Eibe Frank, Bernhard Pfahringer, Talel Abdessalem, Albert Bifet
Adaptive XGBoost for Evolving Data Streams. IJCNN (2020)
Heitor Murilo Gomes, Albert Bifet, Jesse Read, Jean Paul Barddal, Fabrício Enembreck, Bernhard Pfahringer, Geoff Holmes, Talel Abdessalem
Correction to: Adaptive random forests for evolving data stream classification. Mach. Learn. 108 (10) (2019)
Mostafa Haghir Chehreghani, Talel Abdessalem, Albert Bifet
Metropolis-Hastings Algorithms for Estimating Betweenness Centrality. EDBT (2019)
Hajer Kefi, Aziz Nanthaamornphong, Stéphane Bressan, Talel Abdessalem
Determinants of Social Networking Usage and Regret in Two Cultural Settings: France and Thailand. AMCIS (2019)
Mostafa Haghir Chehreghani, Albert Bifet, Talel Abdessalem
-path Centralities. CIKM (2019)
Ashref Aloui, Mounira Msahli, Talel Abdessalem, Sihem Mesnager, Stéphane Bressan
Privacy as a Service: Anonymisation of NetFlow Traces. ICEBE (2019)
Rokia Missaoui, Abir Messaoudi, Mohamed Hamza Ibrahim, Talel Abdessalem
Detecting Communities in Complex Networks Using Formal Concept Analysis. EGC (best of volume) (2019)
Jacob Montiel, Jesse Read, Albert Bifet, Talel Abdessalem
Scikit-Multiflow: A Multi-output Streaming Framework. J. Mach. Learn. Res. 19 (2018)
Mostafa Haghir Chehreghani, Albert Bifet, Talel Abdessalem
Novel Adaptive Algorithms for Estimating Betweenness, Coverage and k-path Centralities. CoRR (2018)
Marie Al-Ghossein, Pierre-Alexandre Murena, Talel Abdessalem, Anthony Barré, Antoine Cornuéjols
Adaptive collaborative topic modeling for online recommendation. RecSys (2018)
Ngurah Agus Sanjaya, Jesse Read, Talel Abdessalem, Stéphane Bressan
Set Labelling using Multi-label Classification. iiWAS (2018)
Marie Al-Ghossein, Talel Abdessalem, Anthony Barré
L'exploitation de données contextuelles pour la recommandation d'hôtels. EGC (2018)
Jacob Montiel, Albert Bifet, Viktor Losing, Jesse Read, Talel Abdessalem
Learning Fast and Slow: A Unified Batch/Stream Framework. IEEE BigData (2018)
Marie Al-Ghossein, Talel Abdessalem, Anthony Barré
Dynamic Local Models for Online Recommendation. WWW (Companion Volume) (2018)
Ngurah Agus Sanjaya, Mouhamadou Lamine Ba, Talel Abdessalem, Stéphane Bressan
Harnessing Truth Discovery Algorithms On The Topic Labelling Problem. iiWAS (2018)
Ngurah Agus Sanjaya Er, Mouhamadou Lamine Ba, Talel Abdessalem, Stéphane Bressan
Tuple Reconstruction. DASFAA Workshops (2018)
Marie Al-Ghossein, Talel Abdessalem, Anthony Barré
Cross-Domain Recommendation in the Hotel Sector. RecTour@RecSys (2018)
Marie Al-Ghossein, Talel Abdessalem, Anthony Barré
Exploiting Contextual and External Data for Hotel Recommendation. UMAP (Adjunct Publication) (2018)
Jean-Benoît Griesner, Talel Abdessalem, Hubert Naacke, Pierre Dosne
ALGeoSPF: Un modèle de factorisation basé sur du clustering géographique pour la recommandation de POI. EGC (2018)
Jacob Montiel, Jesse Read, Albert Bifet, Talel Abdessalem
Scalable Model-Based Cascaded Imputation of Missing Data. PAKDD (3) (2018)
Mostafa Haghir Chehreghani, Albert Bifet, Talel Abdessalem
DyBED: An Efficient Algorithm for Updating Betweenness Centrality in Directed Dynamic Graphs. IEEE BigData (2018)
Jacob Montiel, Jesse Read, Albert Bifet, Talel Abdessalem
Scikit-Multiflow: A Multi-output Streaming Framework. CoRR (2018)
Jean-Benoît Griesner, Talel Abdessalem, Hubert Naacke, Pierre Dosne
ALGeoSPF: A Hierarchical Factorization Model for POI Recommendation. ASONAM (2018)
Marie Al-Ghossein, Talel Abdessalem, Anthony Barré
Open data in the hotel industry: leveraging forthcoming events for hotel recommendation. J. Inf. Technol. Tour. 20 (1-4) (2018)
Mostafa Haghir Chehreghani, Albert Bifet, Talel Abdessalem
Discriminative Distance-Based Network Indices with Application to Link Prediction. Comput. J. 61 (7) (2018)
Mostafa Haghir Chehreghani, Albert Bifet, Talel Abdessalem
Efficient Exact and Approximate Algorithms for Computing Betweenness Centrality in Directed Graphs. PAKDD (3) (2018)
Pierre-Alexandre Murena, Marie Al-Ghossein, Talel Abdessalem, Antoine Cornuéjols
Adaptive Window Strategy for Topic Modeling in Document Streams. IJCNN (2018)
Mostafa Haghir Chehreghani, Albert Bifet, Talel Abdessalem
An In-depth Comparison of Group Betweenness Centrality Estimation Algorithms. IEEE BigData (2018)
Ashref Aloui, Mounira Msahli, Talel Abdessalem, Stéphane Bressan, Sihem Mesnager
Preserving privacy in distributed system (PPDS) protocol: Security analysis. IPCCC (2017)
Hajer Kefi, Sitesh Indra, Talel Abdessalem
Social media marketing analytics : a multicultural approach applied to the beauty \& cosmetic sector. CoRR (2017)
Ngurah Agus Sanjaya Er, Mouhamadou Lamine Ba, Talel Abdessalem, Stéphane Bressan
Set of tuples expansion by example with reliability. Int. J. Web Inf. Syst. 13 (4) (2017)
Jacob Montiel, Albert Bifet, Talel Abdessalem
Predicting over-indebtedness on batch and streaming data. IEEE BigData (2017)
Heitor Murilo Gomes, Albert Bifet, Jesse Read, Jean Paul Barddal, Fabrício Enembreck, Bernhard Pfahringer, Geoff Holmes, Talel Abdessalem
Adaptive random forests for evolving data stream classification. Mach. Learn. 106 (9-10) (2017)
Mostafa Haghir Chehreghani, Talel Abdessalem, Albert Bifet
Metropolis-Hastings Algorithms for Estimating Betweenness Centrality in Large Networks. CoRR (2017)
Mostafa Haghir Chehreghani, Albert Bifet, Talel Abdessalem
Efficient Exact and Approximate Algorithms for Computing Betweenness Centrality in Directed Graphs. CoRR (2017)
Mostafa Haghir Chehreghani, Talel Abdessalem
Upper and lower bounds for the q-entropy of network models with application to network model selection. Inf. Process. Lett. 119 (2017)
Ngurah Agus Sanjaya Er, Mouhamadou Lamine Ba, Talel Abdessalem, Stéphane Bressan
Truthfulness of Candidates in Set of t-uples Expansion. DEXA (1) (2017)
Jean-Benoît Griesner, Talel Abdessalem, Hubert Naacke
Un Modèle de Factorisation de Poisson pour la Recommandation de Points d'Intérêt. EGC (2017)
Mostafa Haghir Chehreghani, Albert Bifet, Talel Abdessalem
Discriminative Distance-Based Network Indices and the Tiny-World Property. CoRR (2017)
Ashref Aloui, Mounira Msahli, Talel Abdessalem, Stéphane Bressan, Sihem Mesnager
Protocol for preserving privacy in distributed system (PPDS). IWCMC (2017)
Qing Liu, Debabrota Basu, Shruti Goel, Talel Abdessalem, Stéphane Bressan
How to Find the Best Rated Items on a Likert Scale and How Many Ratings Are Enough. DEXA (2) (2017)
Jean-Benoît Griesner, Talel Abdessalem, Hubert Naacke
Intégration des Influences Géographique et Temporelle pour la Recommandation de Points d'Intérêt. EGC (2016)
Marie Al-Ghossein, Talel Abdessalem
SoMap: Dynamic Clustering and Ranking of Geotagged Posts. WWW (Companion Volume) (2016)
Qing Liu, Debabrota Basu, Talel Abdessalem, Stéphane Bressan
Top-k Queries Over Uncertain Scores. OTM Conferences (2016)
Diego Marron, Jesse Read, Albert Bifet, Talel Abdessalem, Eduard Ayguadé, José R. Herrero
Echo State Hoeffding Tree Learning. ACML (2016)
Ngurah Agus Sanjaya Er, Talel Abdessalem, Stéphane Bressan
Set of t-uples expansion by example. iiWAS (2016)
Ashish Dandekar, Stéphane Bressan, Talel Abdessalem, Huayu Wu, Wee Siong Ng
Detecting Communities of Commuters: Graph Based Techniques Versus Generative Models. OTM Conferences (2016)
Qing Liu, Talel Abdessalem, Huayu Wu, Zihong Yuan, Stéphane Bressan
Cost Minimization and Social Fairness for Spatial Crowdsourcing Tasks. DASFAA (1) (2016)
Hajer Kefi, Sitesh Indra, Talel Abdessalem
Social Media Marketing Analytics: a Multicultural Approach Applied to the Beauty & cosmetics Sector. PACIS (2016)
Jean-Benoît Griesner, Talel Abdessalem, Hubert Naacke
POI Recommendation: Towards Fused Matrix Factorization with Geographical and Temporal Influences. RecSys (2015)
Mouhamadou Lamine Ba, Talel Abdessalem, Pierre Senellart
Gestion de versions incertaines de documents XML. Ingénierie des Systèmes d Inf. 19 (4) (2014)
Modou Gueye, Talel Abdessalem, Hubert Naacke
A parameter-free algorithm for an optimized tag recommendation list size. RecSys (2014)
Mouhamadou Lamine Ba, Sébastien Montenez, Talel Abdessalem, Pierre Senellart
Monitoring moving objects using uncertain web data. SIGSPATIAL/GIS (2014)
Modou Gueye, Talel Abdessalem, Hubert Naacke
A Social and Popularity-Based Tag Recommender. BDCloud (2014)
Mouhamadou Lamine Ba, Sébastien Montenez, Ruiming Tang, Talel Abdessalem
Integration of Web Sources Under Uncertainty and Dependencies Using Probabilistic XML. DASFAA Workshops (2014)
Modou Gueye, Talel Abdessalem, Hubert Naacke
Dynamic Recommender System: Using Cluster-Based Biases to Improve the Accuracy of the Predictions. EGC (best of volume) (2013)
Modou Gueye, Talel Abdessalem, Hubert Naacke
Improving tag recommendation by folding in more consistency. CoRR (2013)
Mouhamadou Lamine Ba, Talel Abdessalem, Pierre Senellart
Merging Uncertain Multi-Version XML Documents. DChanges (2013)
Modou Gueye, Talel Abdessalem, Hubert Naacke
FoldCons: A Simple Way To Improve Tag Recommendation. RSWeb@RecSys (2013)
Modou Gueye, Talel Abdessalem, Hubert Naacke
STRec: An Improved Graph-based Tag Recommender. RSWeb@RecSys (2013)
Mouhamadou Lamine Ba, Talel Abdessalem, Pierre Senellart
Uncertain version control in open collaborative editing of tree-structured documents. ACM Symposium on Document Engineering (2013)
Modou Gueye, Talel Abdessalem, Hubert Naacke
Technique de factorisation multi-biais pour des recommandations dynamiques. EGC (2013)
Imen Ben Dhia, Talel Abdessalem, Mauro Sozio
Primates: a privacy management system for social networks. CIKM (2012)
Nora Derouiche, Bogdan Cautis, Talel Abdessalem
Automatic Extraction of Structured Web Data with Domain Knowledge. ICDE (2012)
Modou Gueye, Talel Abdessalem, Hubert Naacke
Dynamic recommender system : using cluster-based biases to improve the accuracy of the predictions CoRR (2012)
Silviu Maniu, Talel Abdessalem, Bogdan Cautis
Casting a web of trust over Wikipedia: an interaction-based approach. WWW (Companion Volume) (2011)
Talel Abdessalem, Imen Ben Dhia
A reachability-based access control model for online social networks. DBSocial (2011)
Talel Abdessalem, Mouhamadou Lamine Ba, Pierre Senellart
A probabilistic XML merging tool. EDBT (2011)
Mouhamadou Lamine Ba, Talel Abdessalem, Pierre Senellart
Towards a version control model with uncertain data. PIKM@CIKM (2011)
Silviu Maniu, Bogdan Cautis, Talel Abdessalem
Building a signed network from interactions in Wikipedia. DBSocial (2011)
Talel Abdessalem, Bogdan Cautis, Nora Derouiche
ObjectRunner: Lightweight, Targeted Extraction and Querying of Structured Web Data. Proc. VLDB Endow. 3 (2) (2010)
Bilel Gueni, Talel Abdessalem, Bogdan Cautis, Emmanuel Waller
Pruning nested XQuery queries. CIKM (2008)
Yi Yu, Talel Abdessalem, Junwei Yan
Semantics of Spatial Window over Spatio-Temporal Data Stream. EGC (2008)
Talel Abdessalem, Raja Chiky, Georges Hébrail, Jean Louis Vitti
Using data stream management systems to analyze electric power consumption data. Monde des Util. Anal. Données 36 (2007)
Talel Abdessalem, Raja Chiky, Georges Hébrail, Jean Louis Vitti
Traitement de données de consommation électrique par un Système de Gestion de Flux de Données. EGC (2007)
Talel Abdessalem, Laurent Decreusefond, José Moreira
Evaluation of probabilistic queries in moving objects databases. MobiDE (2006)
Talel Abdessalem, Laurent Decreusefond, José Moreira
Probabilistic measurement of uncertainty in moving objects databases. BDA (2005)
Gregory Cobena, Talel Abdessalem, Yassine Hinnach
A comparative study for XML change detection. BDA (2002)
Talel Abdessalem, José Moreira, Cristina Ribeiro
Movement Query Operations for Spatio-Temporal Databases. BDA (2001)
José Moreira, Cristina Ribeiro, Talel Abdessalem
Query operations for moving objects database systems. ACM-GIS (2000)
Talel Abdessalem, Geneviève Jomier
VQL: A Query Language for Multiversion Databases. DBPL (1997)
Talel Abdessalem, Geneviève Jomier
VQL : un langage de requêtes pour bases de données multiversions. BDA (1997)