Proceedings of the 20th anniversary Workshop on KDID
Published in Proceedings of the 20th anniversary Workshop on KDID, 2023
Publications
You can also find my articles on my Google Scholar profile.
Books
International Symposium on Intelligent Data Analysis, IDA
Published in International Symposium on Intelligent Data Analysis, IDA, 2009
Proceedings of Machine Learning and Knowledge Discovery in Databases - ECML PKDD
Published in Machine Learning and Knowledge Discovery in Databases - ECML PKDD, 2020
Proceedings ECML PKDD Workshops - MIDAS
Published in ECML PKDD Workshops - MIDAS, 2019
Journal Articles
Extraction of Temporal Network Structures From Graph-Based Signals
Published in IEEE Trans. Signal Inf. Process. over Networks, 2016
Recommended citation: Hamon, Ronan et al.(2016). "Extraction of Temporal Network Structures From Graph-Based Signals". IEEE Trans. Signal Inf. Process. over Networks. 2(2).
Download Paper
User-Driven Geolocated Event Detection in Social Media
Published in IEEE Trans. Knowl. Data Eng., 2021
Recommended citation: Bendimerad, Anes et al.(2021). "User-Driven Geolocated Event Detection in Social Media". IEEE Trans. Knowl. Data Eng.. 33(2).
Download Paper
What effects topological changes in dynamic graphs? - Elucidating relationships between vertex attributes and the graph structure
Published in Soc. Netw. Anal. Min., 2015
Recommended citation: Kaytoue, Mehdi et al.(2015). "What effects topological changes in dynamic graphs? - Elucidating relationships between vertex attributes and the graph structure". Soc. Netw. Anal. Min.. 5(1).
Download Paper
Closed patterns meet n-ary relations
Published in ACM Trans. Knowl. Discov. Data, 2009
Recommended citation: Cerf, Loïc et al.(2009). "Closed patterns meet n-ary relations". ACM Trans. Knowl. Discov. Data. 3(1).
Download Paper
Chemical features mining provides new descriptive structure-odor relationships
Published in PLoS Comput. Biol., 2019
Recommended citation: Licon, Carmen C. et al.(2019). "Chemical features mining provides new descriptive structure-odor relationships". PLoS Comput. Biol.. 15(4).
Download Paper
Rank correlated subgroup discovery
Published in J. Intell. Inf. Syst., 2019
Recommended citation: Hammal, Mohamed-Ali et al.(2019). "Rank correlated subgroup discovery". J. Intell. Inf. Syst.. 53(2).
Download Paper
Mining exceptional closed patterns in attributed graphs
Published in Knowl. Inf. Syst., 2018
Recommended citation: Bendimerad, Ahmed Anes et al.(2018). "Mining exceptional closed patterns in attributed graphs". Knowl. Inf. Syst.. 56(1).
Download Paper
Exceptional contextual subgraph mining
Published in Mach. Learn., 2017
Recommended citation: Kaytoue, Mehdi et al.(2017). "Exceptional contextual subgraph mining". Mach. Learn.. 106(8).
Download Paper
Guest editors’ introduction to the EcmlPkdd 2016 journal track special issue of Machine Learning
Published in Mach. Learn., 2016
Recommended citation: Gärtner, Thomas et al.(2016). "Guest editors' introduction to the EcmlPkdd 2016 journal track special issue of Machine Learning". Mach. Learn.. 104(2-3).
Download Paper
On GNN explainability with activation rules
Published in Data Min. Knowl. Discov., 2024
Recommended citation: Veyrin-Forrer, Luca et al.(2024). "On GNN explainability with activation rules". Data Min. Knowl. Discov.. 38(5).
Download Paper
Methods for explaining Top-N recommendations through subgroup discovery
Published in Data Min. Knowl. Discov., 2023
Recommended citation: Iferroudjene, Mouloud et al.(2023). "Methods for explaining Top-N recommendations through subgroup discovery". Data Min. Knowl. Discov.. 37(2).
Download Paper
In pursuit of the hidden features of GNN’s internal representations
Published in Data Knowl. Eng., 2022
Recommended citation: Veyrin-Forrer, Luca et al.(2022). "In pursuit of the hidden features of GNN's internal representations". Data Knowl. Eng.. 142
Download Paper
Towards a better identification of Bitcoin actors by supervised learning
Published in Data Knowl. Eng., 2022
Recommended citation: Tubino, Rafael Ramos et al.(2022). "Towards a better identification of Bitcoin actors by supervised learning". Data Knowl. Eng.. 142
Download Paper
Sequential recommendation with metric models based on frequent sequences
Published in Data Min. Knowl. Discov., 2021
Recommended citation: Lonjarret, Corentin et al.(2021). "Sequential recommendation with metric models based on frequent sequences". Data Min. Knowl. Discov.. 35(3).
Download Paper
Graph dependency construction based on interval-event dependencies detection in data streams
Published in Intell. Data Anal., 2016
Recommended citation: Plantevit, Marc et al.(2016). "Graph dependency construction based on interval-event dependencies detection in data streams". Intell. Data Anal.. 20(2).
Download Paper
Guest editors’ introduction to the EcmlPkdd 2016 journal track special issue of Data Mining and Knowledge Discovery
Published in Data Min. Knowl. Discov., 2016
Recommended citation: Gärtner, Thomas et al.(2016). "Guest editors' introduction to the EcmlPkdd 2016 journal track special issue of Data Mining and Knowledge Discovery". Data Min. Knowl. Discov.. 30(5).
Download Paper
Parameter-less co-clustering for star-structured heterogeneous data
Published in Data Min. Knowl. Discov., 2013
Recommended citation: Ienco, Dino et al.(2013). "Parameter-less co-clustering for star-structured heterogeneous data". Data Min. Knowl. Discov.. 26(2).
Download Paper
An inductive database system based on virtual mining views
Published in Data Min. Knowl. Discov., 2012
Recommended citation: Blockeel, Hendrik et al.(2012). "An inductive database system based on virtual mining views". Data Min. Knowl. Discov.. 24(1).
Download Paper
Communities detection and the analysis of their dynamics in collaborative networks
Published in Int. J. Web Based Communities, 2009
Recommended citation: Robardet, Céline et al.(2009). "Communities detection and the analysis of their dynamics in collaborative networks". Int. J. Web Based Communities. 5(2).
Download Paper
Clustering Formal Concepts to Discover Biologically Relevant Knowledge from Gene Expression Data
Published in Silico Biol., 2007
Recommended citation: Blachon, Sylvain et al.(2007). "Clustering Formal Concepts to Discover Biologically Relevant Knowledge from Gene Expression Data". Silico Biol.. 7(4-5).
Download Paper
Supporting bi-cluster interpretation in 0/1 data by means of local patterns
Published in Intell. Data Anal., 2006
Recommended citation: Pensa, Ruggero G. et al.(2006). "Supporting bi-cluster interpretation in 0/1 data by means of local patterns". Intell. Data Anal.. 10(5).
Download Paper
Constraint-based concept mining and its application to microarray data analysis
Published in Intell. Data Anal., 2005
Recommended citation: Besson, Jérémy et al.(2005). "Constraint-based concept mining and its application to microarray data analysis". Intell. Data Anal.. 9(1).
Download Paper
Graph model selection by edge probability prequential inference
Published in J. Complex Networks, 2023
Recommended citation: Duvivier, Louis et al.(2023). "Graph model selection by edge probability prequential inference". J. Complex Networks. 11(3).
Download Paper
Relabelling vertices according to the network structure by minimizing the cyclic bandwidth sum
Published in J. Complex Networks, 2016
Recommended citation: Hamon, Ronan et al.(2016). "Relabelling vertices according to the network structure by minimizing the cyclic bandwidth sum". J. Complex Networks. 4(4).
Download Paper
Modeling the emergence of multi-protein dynamic structures by principles of self-organization through the use of 3DSpi, a multi-agent-based software
Published in BMC Bioinform., 2005
Recommended citation: Soula, Hédi et al.(2005). "Modeling the emergence of multi-protein dynamic structures by principles of self-organization through the use of 3DSpi, a multi-agent-based software". BMC Bioinform.. 6
Download Paper
Description and simulation of dynamic mobility networks
Published in Comput. Networks, 2008
Recommended citation: Scherrer, Antoine et al.(2008). "Description and simulation of dynamic mobility networks". Comput. Networks. 52(15).
Download Paper
Conference Papers
Transformation from Graphs to Signals and Back
Published in Vertex-Frequency Analysis of Graph Signals, 2019
Recommended citation: Ronan Hamon et al.(2019). "Transformation from Graphs to Signals and Back". Vertex-Frequency Analysis of Graph Signals.
Download Paper
A New Constraint for Mining Sets in Sequences
Published in SIAM International Conference on Data Mining, SDM, 2009
Recommended citation: Cule, Boris et al.(2009). "A New Constraint for Mining Sets in Sequences". SIAM International Conference on Data Mining, SDM.
Download Paper
Improving the Quality of Rule-Based GNN Explanations
Published in Machine Learning and Principles and Practice of Knowledge Discovery in Databases - ECML PKDD, 2022
Recommended citation: Kamal, Ataollah et al.(2022). "Improving the Quality of Rule-Based GNN Explanations". Machine Learning and Principles and Practice of Knowledge Discovery in Databases - ECML PKDD.
Download Paper
Discovering and Visualizing Tactics in a Table Tennis Game Based on Subgroup Discovery
Published in Machine Learning and Data Mining for Sports Analytics - Workshop, 2022
Recommended citation: Duluard, Pierre et al.(2022). "Discovering and Visualizing Tactics in a Table Tennis Game Based on Subgroup Discovery". Machine Learning and Data Mining for Sports Analytics - Workshop.
Download Paper
Finding interest groups from Twitter lists
Published in Symposium on Applied Computing, SAC, 2020
Recommended citation: Benabdelkrim, Mohamed et al.(2020). "Finding interest groups from Twitter lists". Symposium on Applied Computing, SAC.
Download Paper
Trend Mining in Dynamic Attributed Graphs
Published in Machine Learning and Knowledge Discovery in Databases, ECML PKDD, 2013
Recommended citation: Desmier, Elise et al.(2013). "Trend Mining in Dynamic Attributed Graphs". Machine Learning and Knowledge Discovery in Databases, ECML PKDD.
Download Paper
Constraint-Based Mining of Fault-Tolerant Patterns from Boolean Data
Published in Knowledge Discovery in Inductive Databases, Workshop, 2005
Recommended citation: Besson, Jérémy et al.(2005). "Constraint-Based Mining of Fault-Tolerant Patterns from Boolean Data". Knowledge Discovery in Inductive Databases, Workshop.
Download Paper
Mining Formal Concepts with a Bounded Number of Exceptions from Transactional Data
Published in Knowledge Discovery in Inductive Databases, Workshop, 2004
Recommended citation: Besson, Jérémy et al.(2004). "Mining Formal Concepts with a Bounded Number of Exceptions from Transactional Data". Knowledge Discovery in Inductive Databases, Workshop.
Download Paper
What Does My GNN Really Capture? On Exploring Internal GNN Representations
Published in International Joint Conference on Artificial Intelligence, IJCAI, 2022
Recommended citation: Veyrin-Forrer, Luca et al.(2022). "What Does My GNN Really Capture? On Exploring Internal GNN Representations". International Joint Conference on Artificial Intelligence, IJCAI.
Download Paper
Mining Convex Polygon Patterns with Formal Concept Analysis
Published in International Joint Conference on Artificial Intelligence, IJCAI, 2017
Recommended citation: Belfodil, Aimene et al.(2017). "Mining Convex Polygon Patterns with Formal Concept Analysis". International Joint Conference on Artificial Intelligence, IJCAI.
Download Paper
A New Methodology to Compare Clustering Algorithms
Published in Intelligent Data Engineering and Automated Learning - IDEAL, 2000
Recommended citation: Robardet, Céline et al.(2000). "A New Methodology to Compare Clustering Algorithms". Intelligent Data Engineering and Automated Learning - IDEAL.
Download Paper
Granularity of Co-evolution Patterns in Dynamic Attributed Graphs
Published in International Symposium, IDA, 2014
Recommended citation: Desmier, Elise et al.(2014). "Granularity of Co-evolution Patterns in Dynamic Attributed Graphs". International Symposium, IDA.
Download Paper
Unsupervised Exceptional Attributed Sub-Graph Mining in Urban Data
Published in IEEE International Conference on Data Mining, ICDM, 2016
Recommended citation: Bendimerad, Ahmed Anes et al.(2016). "Unsupervised Exceptional Attributed Sub-Graph Mining in Urban Data". IEEE International Conference on Data Mining, ICDM.
Download Paper
Profiling Users of the Velo’v Bike Sharing System
Published in International Workshop on Mining Urban Data, 2015
Recommended citation: Zimmermann, Albrecht et al.(2015). "Profiling Users of the Velo'v Bike Sharing System". International Workshop on Mining Urban Data.
Download Paper
Supporting the Discovery of Relevant Topological Patterns in Attributed Graphs
Published in IEEE International Conference on Data Mining Workshops, Workshops, 2012
Recommended citation: Salotti, Julien et al.(2012). "Supporting the Discovery of Relevant Topological Patterns in Attributed Graphs". IEEE International Conference on Data Mining Workshops, Workshops.
Download Paper
Constraint-Based Pattern Mining in Dynamic Graphs
Published in IEEE International Conference on Data Mining, ICDM, 2009
Recommended citation: Robardet, Célinet al.(2009). "Constraint-Based Pattern Mining in Dynamic Graphs". IEEE International Conference on Data Mining, ICDM.
Download Paper
Communities detection and analysis of their dynamics in collaborative networks
Published in IEEE International Conference on Digital Information Management (ICDIM), 2007
Recommended citation: Jdidia, Manel Ben et al.(2007). "Communities detection and analysis of their dynamics in collaborative networks". IEEE International Conference on Digital Information Management (ICDIM).
Download Paper
Découverte de labels dupliqués par l’exploration du treillis des classifieurs binaires
Published in Extraction et Gestion des Connaissances, EGC, 2016
Recommended citation: Labernia, Quentin et al.(2016). "Découverte de labels dupliqués par l'exploration du treillis des classifieurs binaires". Extraction et Gestion des Connaissances, EGC.
Download Paper
Transparent Explainable Logic Layers
Published in European Conference on Artificial Intelligence, ECAI, 2024
Recommended citation: Ragno, Alessio et al.(2024). "Transparent Explainable Logic Layers". European Conference on Artificial Intelligence, ECAI.
Download Paper
A Simple Yet Effective Interpretable Bayesian Personalized Ranking for Cognitive Diagnosis
Published in European Conference on Artificial Intelligence, ECAI, 2024
Recommended citation: Batel, Arthur et al.(2024). "A Simple Yet Effective Interpretable Bayesian Personalized Ranking for Cognitive Diagnosis". European Conference on Artificial Intelligence, ECAI.
Download Paper
Improving the non-urgent sanitary transportation
Published in International Conference on Control, Automation and Diagnosis, ICCAD, 2023
Recommended citation: Chane-Haï, Timothée et al.(2023). "Improving the non-urgent sanitary transportation". International Conference on Control, Automation and Diagnosis, ICCAD.
Download Paper
Qu’est-ce que mon GNN capture vraiment ? Exploration des représentations internes d’un GNN
Published in Extraction et Gestion des Connaissances, EGC, 2022
Recommended citation: Veyrin-Forrer, Luca et al.(2022). "Qu'est-ce que mon GNN capture vraiment ? Exploration des représentations internes d'un GNN". Extraction et Gestion des Connaissances, EGC.
Download Paper
Vers une meilleure identification d’acteurs de Bitcoin par apprentissage supervisé
Published in Extraction et Gestion des Connaissances, EGC, 2022
Recommended citation: Tubino, Rafael Ramos et al.(2022). "Vers une meilleure identification d'acteurs de Bitcoin par apprentissage supervisé". Extraction et Gestion des Connaissances, EGC.
Download Paper
Découverte de sous-groupes de prédictions interprétables pour le triage d’incidents
Published in Extraction et Gestion des Connaissances, EGC, 2022
Recommended citation: Remil, Youcef et al.(2022). "Découverte de sous-groupes de prédictions interprétables pour le triage d'incidents". Extraction et Gestion des Connaissances, EGC.
Download Paper
Une méthode de découverte de motifs contextualisés dans les traces de mobilité d’une personne
Published in Extraction et Gestion des Connaissances, EGC, 2016
Recommended citation: Belfodil, Aimene et al.(2016). "Une méthode de découverte de motifs contextualisés dans les traces de mobilité d'une personne". Extraction et Gestion des Connaissances, EGC.
Download Paper
Interpretable Summaries of Black Box Incident Triaging with Subgroup Discovery
Published in IEEE International Conference on Data Science and Advanced Analytics, DSAA, 2021
Recommended citation: Remil, Youcef et al.(2021). "Interpretable Summaries of Black Box Incident Triaging with Subgroup Discovery". IEEE International Conference on Data Science and Advanced Analytics, DSAA.
Download Paper
Why Should I Trust This Item? Explaining the Recommendations of any Model
Published in IEEE International Conference on Data Science and Advanced Analytics, DSAA, 2020
Recommended citation: Lonjarret, Corentin et al.(2020). "Why Should I Trust This Item? Explaining the Recommendations of any Model". IEEE International Conference on Data Science and Advanced Analytics, DSAA.
Download Paper
Sampling Rank Correlated Subgroups
Published in Distributed Computing and Artificial Intelligence, DCAI, 2019
Recommended citation: Hammal, Mohamed-Ali et al.(2019). "Sampling Rank Correlated Subgroups". Distributed Computing and Artificial Intelligence, DCAI.
Download Paper
Edge Based Stochastic Block Model Statistical Inference
Published in Complex Networks and Their Applications, 2020
Recommended citation: Duvivier, Louis et al.(2020). "Edge Based Stochastic Block Model Statistical Inference". Complex Networks and Their Applications.
Download Paper
Minimum Entropy Stochastic Block Models Neglect Edge Distribution Heterogeneity
Published in Complex Networks and Their Applications, 2019
Recommended citation: Duvivier, Louis et al.(2019). "Minimum Entropy Stochastic Block Models Neglect Edge Distribution Heterogeneity". Complex Networks and Their Applications.
Download Paper
Contextual Subgraph Discovery with Mobility Models
Published in Complex Networks and Their Applications, 2017
Recommended citation: Bendimerad, Ahmed Anes et al.(2017). "Contextual Subgraph Discovery with Mobility Models". Complex Networks and Their Applications.
Download Paper
Contribution to Gene Expression Data Analysis by Means of Set Pattern Mining
Published in Constraint-Based Mining and Inductive Databases, Workshop, 2004
Recommended citation: Pensa, Ruggero G. et al.(2004). "Contribution to Gene Expression Data Analysis by Means of Set Pattern Mining". Constraint-Based Mining and Inductive Databases, Workshop.
Download Paper
Leveraging semantic for community mining in multilayer networks
Published in Canadian Conference on Artificial Intelligence, 2021
Recommended citation: Benabdelkrim, Mohamed et al.(2021). "Leveraging semantic for community mining in multilayer networks". Canadian Conference on Artificial Intelligence.
Download Paper
Gibbs Sampling Subjectively Interesting Tiles
Published in International Symposium on Intelligent Data Analysis, IDA, 2020
Recommended citation: Bendimerad, Anes et al.(2020). "Gibbs Sampling Subjectively Interesting Tiles". International Symposium on Intelligent Data Analysis, IDA.
Download Paper
Contrastive Antichains in Hierarchies
Published in SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD, 2019
Recommended citation: Bendimerad, Anes et al.(2019). "Contrastive Antichains in Hierarchies". SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD.
Download Paper
Exceptional Attributed Subgraph Mining to Understand the Olfactory Percept
Published in Discovery Science, DS, 2018
Recommended citation: Moranges, Ma"elle et al.(2018). "Exceptional Attributed Subgraph Mining to Understand the Olfactory Percept". Discovery Science, DS.
Download Paper
Local Subgroup Discovery for Eliciting and Understanding New Structure-Odor Relationships
Published in Discovery Science, DS, 2016
Recommended citation: Bosc, Guillaume et al.(2016). "Local Subgroup Discovery for Eliciting and Understanding New Structure-Odor Relationships". Discovery Science, DS.
Download Paper
Local Pattern Detection in Attributed Graphs
Published in Solving Large Scale Learning Tasks. Challenges and Algorithms - Essays Dedicated to Katharina Morik on the Occasion of Her 60th Birthday, 2016
Recommended citation: Boulicaut, Jean-François et al.(2016). "Local Pattern Detection in Attributed Graphs". Solving Large Scale Learning Tasks. Challenges and Algorithms - Essays Dedicated to Katharina Morik on the Occasion of Her 60th Birthday.
Download Paper
Temporal Dependency Detection Between Interval-Based Event Sequences
Published in New Frontiers in Mining Complex Patterns - Workshop, 2014
Recommended citation: Plantevit, Marc et al.(2014). "Temporal Dependency Detection Between Interval-Based Event Sequences". New Frontiers in Mining Complex Patterns - Workshop.
Download Paper
Nonnegative matrix factorization to find features in temporal networks
Published in IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP, 2014
Recommended citation: Hamon, Ronan et al.(2014). "Nonnegative matrix factorization to find features in temporal networks". IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP.
Download Paper
Triggering patterns of topology changes in dynamic graphs
Published in IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM, 2014
Recommended citation: Kaytoue, Mehdi et al.(2014). "Triggering patterns of topology changes in dynamic graphs". IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM.
Download Paper
Networks as signals, with an application to a bike sharing system
Published in IEEE Global Conference on Signal and Information Processing, GlobalSIP, 2013
Recommended citation: Hamon, Ronan et al.(2013). "Networks as signals, with an application to a bike sharing system". IEEE Global Conference on Signal and Information Processing, GlobalSIP.
Download Paper
Extraction de co-variations entre des propriétés de sommets et leur position topologique dans un graphe attribué
Published in Extraction et gestion des connaissances, EGC, 2012
Recommended citation: Prado, Adriana et al.(2012). "Extraction de co-variations entre des propriétés de sommets et leur position topologique dans un graphe attribué". Extraction et gestion des connaissances, EGC.
Download Paper
Cohesive Co-evolution Patterns in Dynamic Attributed Graphs
Published in Discovery Science, DS, 2012
Recommended citation: Desmier, Elise et al.(2012). "Cohesive Co-evolution Patterns in Dynamic Attributed Graphs". Discovery Science, DS.
Download Paper
Inductive Querying with Virtual Mining Views
Published in Inductive Databases and Constraint-Based Data Mining, 2010
Recommended citation: Blockeel, Hendrik et al.(2010). "Inductive Querying with Virtual Mining Views". Inductive Databases and Constraint-Based Data Mining.
Download Paper
A Practical Comparative Study Of Data Mining Query Languages
Published in Inductive Databases and Constraint-Based Data Mining, 2010
Recommended citation: Blockeel, Hendrik et al.(2010). "A Practical Comparative Study Of Data Mining Query Languages". Inductive Databases and Constraint-Based Data Mining.
Download Paper
Constraint-Based Subspace Clustering
Published in SIAM International Conference on Data Mining, SDM, 2009
Recommended citation: élisa Fromont et al.(2009). "Constraint-Based Subspace Clustering". SIAM International Conference on Data Mining, SDM.
Download Paper
Characteristics of the Dynamic of Mobile Networks
Published in Bioinspired Models of Network, 2009
Recommended citation: Borgnat, Pierre et al.(2009). "Characteristics of the Dynamic of Mobile Networks". Bioinspired Models of Network.
Download Paper
An inductive database prototype based on virtual mining views
Published in International Conference on Knowledge Discovery and Data Mining, ACM SIGKDD, 2008
Recommended citation: Blockeel, Hendrik et al.(2008). "An inductive database prototype based on virtual mining views". International Conference on Knowledge Discovery and Data Mining, ACM SIGKDD.
Download Paper
A methodology to identify characteristics of the dynamic of mobile networks
Published in Asian Internet Engineering Conference, 2008
Recommended citation: Scherrer, Antoine et al.(2008). "A methodology to identify characteristics of the dynamic of mobile networks". Asian Internet Engineering Conference.
Download Paper
Evolving networks
Published in Mining Massive Data Sets for Security, NATO, 2007
Recommended citation: Borgnat, Pierre et al.(2007). "Evolving networks". Mining Massive Data Sets for Security, NATO.
Download Paper
Mining Bi-sets in Numerical Data
Published in Knowledge Discovery in Inductive Databases, Workshop, 2006
Recommended citation: Besson, Jérémy et al.(2006). "Mining Bi-sets in Numerical Data". Knowledge Discovery in Inductive Databases, Workshop.
Download Paper
Towards Constrained Co-clustering in Ordered 0/1 Data Sets
Published in International Symposium, ISMIS, 2006
Recommended citation: Pensa, Ruggero G. et al.(2006). "Towards Constrained Co-clustering in Ordered 0/1 Data Sets". International Symposium, ISMIS.
Download Paper
Pattern management challenges
Published in Workshop on Pattern Representation and Management, 2004
Recommended citation: Vassiliadis, Panos et al.(2004). "Pattern management challenges". Workshop on Pattern Representation and Management.
Download Paper
Using Classification and Visualization on Pattern Databases for Gene Expression Data Analysis
Published in Workshop on Pattern Representation and Management, 2004
Recommended citation: Robardet, Céline et al.(2004). "Using Classification and Visualization on Pattern Databases for Gene Expression Data Analysis". Workshop on Pattern Representation and Management.
Download Paper
Constraint-Based Mining of Formal Concepts in Transactional Data
Published in Pacific-Asia Knowledge Discovery and Data Mining Conference, PAKDD, 2004
Recommended citation: Besson, Jérémy et al.(2004). "Constraint-Based Mining of Formal Concepts in Transactional Data". Pacific-Asia Knowledge Discovery and Data Mining Conference, PAKDD.
Download Paper
Mining Concepts from Large {SAGE} Gene Expression Matrices
Published in International Workshop on Inductive Databases, 2003
Recommended citation: Rioult, François et al.(2003). "Mining Concepts from Large SAGE Gene Expression Matrices". International Workshop on Inductive Databases.
Comparison of Three Objective Functions for Conceptual Clustering
Published in Principles of Data Mining and Knowledge Discovery, PKDD, 2001
Recommended citation: Robardet, Céline et al.(2001). "Comparison of Three Objective Functions for Conceptual Clustering". Principles of Data Mining and Knowledge Discovery, PKDD.
Download Paper
Efficient Local Search in Conceptual Clustering
Published in Discovery Science, DS, 2001
Recommended citation: Robardet, Céline et al.(2001). "Efficient Local Search in Conceptual Clustering". Discovery Science, DS.
Download Paper
An Experimental Study of Partition Quality Indices in Clustering
Published in Principles of Data Mining and Knowledge Discovery, PKDD, 2000
Recommended citation: Robardet, Céline et al.(2000). "An Experimental Study of Partition Quality Indices in Clustering". Principles of Data Mining and Knowledge Discovery, PKDD.
Download Paper