Loïc Cerf

According to our database, Loïc Cerf authored at least 30 papers between 2008 and 2023.

Collaborative distances:

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

2023

Summarizing Fuzzy Tensors with Sub-Tensors.

Victor Henrique Silva Ribeiro, Loïc Cerf

Proceedings of the 38th ACM/SIGAPP Symposium on Applied Computing, 2023

Enforcement of Minimal Size and Area Constraints before and while Mining Patterns in Fuzzy Tensors.

Loïc Cerf

Proceedings of the 38th ACM/SIGAPP Symposium on Applied Computing, 2023

2022

Developing Biceps to completely compute in subquadratic time a new generic type of bicluster in dense and sparse matrices.

Bernardo A. Abreu, João Paulo Ataide Martins, Loïc Cerf

Data Min. Knowl. Discov., 2022

2020

Climbing the Hill with ILP to Grow Patterns in Fuzzy Tensors.

Lucas Maciel, Jônatas Alves, Vinícius Fernandes dos Santos, Loïc Cerf

Int. J. Comput. Intell. Syst., 2020

2019

Mining skypatterns in fuzzy tensors.

Nicolas Nadisic, Aurélien Coussat, Loïc Cerf

Data Min. Knowl. Discov., 2019

Bigfoot Climbing the Hill with ILP to Grow Patterns in Fuzzy Tensors.

Lucas José Carneiro Maciel, Jônatas Alves, Vinícius Fernandes dos Santos, Loïc Cerf

Proceedings of the 11th Conference of the European Society for Fuzzy Logic and Technology, 2019

2018

Mining High-Utility Patterns in Uncertain Tensors.

Aurélien Coussat, Nicolas Nadisic, Loïc Cerf

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 22nd International Conference KES-2018, 2018

2014

A Lossless Data Reduction for Mining Constrained Patterns in n-ary Relations.

Gabriel Poesia, Loïc Cerf

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014

Modeling and Analyzing the Video Game Live-Streaming Community.

Gustavo Nascimento, Manoel Horta Ribeiro, Loïc Cerf, Natalia Cesario, Mehdi Kaytoue, Chedy Raïssi, Thiago Vasconcelos, Wagner Meira Jr.

Proceedings of the 9th Latin American Web Congress, 2014

Complete discovery of high-quality patterns in large numerical tensors.

Loïc Cerf, Wagner Meira Jr.

Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014

Reachability Queries in Very Large Graphs: A Fast Refined Online Search Approach.

Renê Rodrigues Veloso, Loïc Cerf, Wagner Meira Jr., Mohammed J. Zaki

Proceedings of the 17th International Conference on Extending Database Technology, 2014

2013

Constraint-Based Search of Straddling Biclusters and Discriminative Patterns.

Israel Guerra, Loïc Cerf, João Foscarini, Michel Boaventura, Wagner Meira Jr.

J. Inf. Data Manag., 2013

Discovering descriptive rules in relational dynamic graphs.

Kim-Ngan Nguyen, Loïc Cerf, Marc Plantevit, Jean-François Boulicaut

Intell. Data Anal., 2013

Parameter-free classification in multi-class imbalanced data sets.

Loïc Cerf, Dominique Gay, Nazha Selmaoui-Folcher, Bruno Crémilleux, Jean-François Boulicaut

Data Knowl. Eng., 2013

Closed and noise-tolerant patterns in n-ary relations.

Loïc Cerf, Jérémy Besson, Kim-Ngan Nguyen, Jean-François Boulicaut

Data Min. Knowl. Discov., 2013

Constraint-Based Search of Different Kinds of Discriminative Patterns.

Loïc Cerf, João Foscarini, Israel Guerra, Michel Boaventura, Wagner Meira Jr.

Proceedings of the Twenty-Sixth International Florida Artificial Intelligence Research Society Conference, 2013

2012

Watch me playing, i am a professional: a first study on video game live streaming.

Mehdi Kaytoue, Arlei Silva, Loïc Cerf, Wagner Meira Jr., Chedy Raïssi

Proceedings of the 21st World Wide Web Conference, 2012

Descoberta de n-conjuntos Fechados Eficiente e Restrita a Grupos de Interesse.

Israel Guerra, Loïc Cerf, João Foscarini, Michel Boaventura, Wagner Meira Jr.

Proceedings of the XXVII Simpósio Brasileiro de Banco de Dados, 2012

2011

Exploiting Temporal Locality to Determine User Bias in Microblogging Platforms.

Pedro Henrique Calais Guerra, Loïc Cerf, Thiago C. Porto, Adriano Veloso, Wagner Meira Jr., Virgílio A. F. Almeida

J. Inf. Data Manag., 2011

Multidimensional Association Rules in Boolean Tensors.

Kim-Ngan Nguyen, Loïc Cerf, Marc Plantevit, Jean-François Boulicaut

Proceedings of the Eleventh SIAM International Conference on Data Mining, 2011

Distributed Skycube Computation with Anthill.

Renê Rodrigues Veloso, Loïc Cerf, Chedy Raïssi, Wagner Meira Jr.

Proceedings of the 23rd International Symposium on Computer Architecture and High Performance Computing, 2011

2010

Constraint-Based Mining of Closed Patterns in Noisy n-ary Relations. (Fouille Sous Contraintes de Motifs Fermés dans des Relations n-aires Bruitées).

Loïc Cerf

PhD thesis, 2010

Discovering Inter-Dimensional Rules in Dynamic Graphs.

Kim-Ngan Nguyen, Loïc Cerf, Marc Plantevit, Jean-François Boulicaut

Proceedings of the 1st Workshop on Dynamic Networks and Knowledge Discovery, 2010

Mining Constrained Cross-Graph Cliques in Dynamic Networks.

Loïc Cerf, Tran Bao Nhan Nguyen, Jean-François Boulicaut

Proceedings of the Inductive Databases and Constraint-Based Data Mining., 2010

2009

Closed patterns meet <i>n</i>-ary relations.

Loïc Cerf, Jérémy Besson, Céline Robardet, Jean-François Boulicaut

ACM Trans. Knowl. Discov. Data, 2009

Discovering Relevant Cross-Graph Cliques in Dynamic Networks.

Loïc Cerf, Tran Bao Nhan Nguyen, Jean-François Boulicaut

Proceedings of the Foundations of Intelligent Systems, 18th International Symposium, 2009

Extraction de motifs fermés dans des relations n-aires bruitées.

Loïc Cerf, Jérémy Besson, Jean-François Boulicaut

Proceedings of the Extraction et gestion des connaissances (EGC'2009), 2009

Agglomerating local patterns hierarchically with ALPHA.

Loïc Cerf, Pierre-Nicolas Mougel, Jean-François Boulicaut

Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2008

Data Peeler: Contraint-Based Closed Pattern Mining in n-ary Relations.

Loïc Cerf, Jérémy Besson, Céline Robardet, Jean-François Boulicaut

Proceedings of the SIAM International Conference on Data Mining, 2008

A Parameter-Free Associative Classification Method.

Loïc Cerf, Dominique Gay, Nazha Selmaoui, Jean-François Boulicaut

Proceedings of the Data Warehousing and Knowledge Discovery, 10th International Conference, 2008