Loïc Cerf

ORCID

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 7

Top Venues

Data Min. Knowl. Discov.

SAC

KES

LA-WEB

INSA de Lyon, Lyon - Villeurbanne, France (PHD)

Education History

INSA de Lyon, Lyon - Villeurbanne, France

PHD

Publications

Loïc Cerf
Enforcement of Minimal Size and Area Constraints before and while Mining Patterns in Fuzzy Tensors. SAC (2023)
Victor Henrique Silva Ribeiro, Loïc Cerf
Summarizing Fuzzy Tensors with Sub-Tensors. SAC (2023)
Bernardo A. Abreu, João Paulo Ataide Martins, Loïc Cerf
Developing Biceps to completely compute in subquadratic time a new generic type of bicluster in dense and sparse matrices. Data Min. Knowl. Discov. 36 (4) (2022)
Lucas Maciel, Jônatas Alves, Vinícius Fernandes dos Santos, Loïc Cerf
Climbing the Hill with ILP to Grow Patterns in Fuzzy Tensors. Int. J. Comput. Intell. Syst. 13 (1) (2020)
Lucas José Carneiro Maciel, Jônatas Alves, Vinícius Fernandes dos Santos, Loïc Cerf
Bigfoot Climbing the Hill with ILP to Grow Patterns in Fuzzy Tensors. EUSFLAT Conf. (2019)
Nicolas Nadisic, Aurélien Coussat, Loïc Cerf
Mining skypatterns in fuzzy tensors. Data Min. Knowl. Discov. 33 (5) (2019)
Aurélien Coussat, Nicolas Nadisic, Loïc Cerf
Mining High-Utility Patterns in Uncertain Tensors. KES (2018)
Loïc Cerf, Wagner Meira Jr.
Complete discovery of high-quality patterns in large numerical tensors. ICDE (2014)
Gustavo Nascimento, Manoel Ribeiro, Loïc Cerf, Natalia Cesario, Mehdi Kaytoue, Chedy Raïssi, Thiago Vasconcelos, Wagner Meira Jr.
Modeling and Analyzing the Video Game Live-Streaming Community. LA-WEB (2014)
Gabriel Poesia, Loïc Cerf
A Lossless Data Reduction for Mining Constrained Patterns in n-ary Relations. ECML/PKDD (2) (2014)
Renê Rodrigues Veloso, Loïc Cerf, Wagner Meira Jr., Mohammed J. Zaki
Reachability Queries in Very Large Graphs: A Fast Refined Online Search Approach. EDBT (2014)
Loïc Cerf, Dominique Gay, Nazha Selmaoui-Folcher, Bruno Crémilleux, Jean-François Boulicaut
Parameter-free classification in multi-class imbalanced data sets. Data Knowl. Eng. 87 (2013)
Israel Guerra, Loïc Cerf, João Foscarini, Michel Boaventura, Wagner Meira Jr.
Constraint-Based Search of Straddling Biclusters and Discriminative Patterns. J. Inf. Data Manag. 4 (2) (2013)
Kim-Ngan Nguyen, Loïc Cerf, Marc Plantevit, Jean-François Boulicaut
Discovering descriptive rules in relational dynamic graphs. Intell. Data Anal. 17 (1) (2013)
Loïc Cerf, Jérémy Besson, Kim-Ngan Nguyen, Jean-François Boulicaut
Closed and noise-tolerant patterns in n-ary relations. Data Min. Knowl. Discov. 26 (3) (2013)
Loïc Cerf, João Foscarini, Israel Guerra, Michel Boaventura, Wagner Meira Jr.
Constraint-Based Search of Different Kinds of Discriminative Patterns. FLAIRS Conference (2013)
Mehdi Kaytoue, Arlei Silva, Loïc Cerf, Wagner Meira Jr., Chedy Raïssi
Watch me playing, i am a professional: a first study on video game live streaming. WWW (Companion Volume) (2012)
Israel Guerra, Loïc Cerf, João Foscarini, Michel Boaventura, Wagner Meira Jr.
Descoberta de n-conjuntos Fechados Eficiente e Restrita a Grupos de Interesse. SBBD (Short Papers) (2012)
Renê Rodrigues Veloso, Loïc Cerf, Chedy Raïssi, Wagner Meira Jr.
Distributed Skycube Computation with Anthill. SBAC-PAD (2011)
Kim-Ngan Nguyen, Loïc Cerf, Marc Plantevit, Jean-François Boulicaut
Multidimensional Association Rules in Boolean Tensors. SDM (2011)
Pedro Henrique Calais Guerra, Loïc Cerf, Thiago C. Porto, Adriano Veloso, Wagner Meira Jr., Virgílio A. F. Almeida
Exploiting Temporal Locality to Determine User Bias in Microblogging Platforms. J. Inf. Data Manag. 2 (3) (2011)
Kim-Ngan Nguyen, Loïc Cerf, Marc Plantevit, Jean-François Boulicaut
Discovering Inter-Dimensional Rules in Dynamic Graphs. NyNaK (2010)
Loïc Cerf, Pierre-Nicolas Mougel, Jean-François Boulicaut
Agglomerating local patterns hierarchically with ALPHA. CIKM (2009)
Loïc Cerf, Jérémy Besson, Jean-François Boulicaut
Extraction de motifs fermés dans des relations n-aires bruitées. EGC (2009)
Loïc Cerf, Tran Bao Nhan Nguyen, Jean-François Boulicaut
Discovering Relevant Cross-Graph Cliques in Dynamic Networks. ISMIS (2009)
Loïc Cerf, Jérémy Besson, Céline Robardet, Jean-François Boulicaut
-ary relations. ACM Trans. Knowl. Discov. Data 3 (1) (2009)
Loïc Cerf, Dominique Gay, Nazha Selmaoui, Jean-François Boulicaut
A Parameter-Free Associative Classification Method. DaWaK (2008)
Loïc Cerf, Jérémy Besson, Céline Robardet, Jean-François Boulicaut
Data Peeler: Contraint-Based Closed Pattern Mining in n-ary Relations. SDM (2008)

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Publication Activity (10 Years)

Top Topics

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Loïc Cerf