Christel Vrain

PROFILE

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Aliases
Ch. Vrain, Christel Vrain
Publication record
87 papers · 1,008 citations · H-index 16

PAPERS

Enhancing concept-based image classification via knowledge reasoning
20260 citationsauthor #3
Features Leverage in Graph Models for Mineral Prospectivity Mapping
20250 citationsauthor #4
A Constrained Declarative Based Approach for Explainable Clustering
20251 citationsauthor #2
Rule-Based Constraint Elicitation For Active Constraint-Incremental Clustering
20240 citationsauthor #4
Towards Explainable Clustering: A Constrained Declarative based Approach
20244 citationsauthor #2
A review on declarative approaches for constrained clustering
20248 citationsauthor #2
Dataset for image classification with knowledge
20243 citationsauthor #2
Knowledge graph-based image classification
20248 citationsauthor #2
Incremental Constrained Clustering by Minimal Weighted Modification
20232 citationsauthor #4
Anchored Constrained Clustering Ensemble
20222 citationsauthor #2
Knowledge Integration in Deep Clustering
20221 citationsauthor #2
Random Dilated Shapelet Transform: A New Approach for Time Series Shapelets
202145 citationsauthor #2
Convolutional Shapelet Transform: A new approach for time series shapelets
20210 citationsauthor #2
Designing Algorithms for Machine Learning and Data Mining
20201 citationsauthor #2
Post-traitement pour la classification probabiliste non supervisée sous contraintes
20200 citationsauthor #2
Constrained Clustering via Post-processing
20209 citationsauthor #2
Predictive maintenance on event logs: Application on an ATM fleet
20204 citationsauthor #2
Time series classification for predictive maintenance on event logs
20205 citationsauthor #2
Preface to special issue on Inductive Logic Programming, ILP 2017 and 2018
20190 citationsauthor #2
Constrained Distance-Based Clustering for Satellite Image Time-Series
201916 citationsauthor #5
Constrained distance based clustering for time-series: a comparative and experimental study
201834 citationsauthor #7
Inductive Logic Programming - 27th International Conference, ILP 2017, Orléans, France, September 4-6, 2017, Revised Selected Papers.
20181 citationsauthor #2
Descriptive Clustering: ILP and CP Formulations with Applications
201817 citationsauthor #4
MapFIM+: Memory Aware Parallelized Frequent Itemset Mining In Very Large Datasets
20182 citationsauthor #6
Late Breaking Papers of the 27th International Conference on Inductive Logic Programming, Orléans, France, September 4-6, 2017
20180 citationsauthor #2
MapFIM: Memory Aware Parallelized Frequent Itemset Mining in Very Large Datasets
201710 citationsauthor #6
A Framework for Minimal Clustering Modification via Constraint Programming
201712 citationsauthor #4
Understanding Interactions in Complex Systems: toward a Science of Interactions
20176 citationsauthor #7
Constrained clustering by constraint programming
201792 citationsauthor #3
Interactions in Complex Systems
20162 citationsauthor #7
Repetitive Branch-and-Bound Using Constraint Programming for Constrained Minimum Sum-of-Squares Clustering
201616 citationsauthor #3
A Framework for Actionable Clustering Using Constraint Programming
201614 citationsauthor #2
Constrained Minimum Sum of Squares Clustering by Constraint Programming
201521 citationsauthor #3
Learning Characteristic Rules in Geographic Information Systems
20154 citationsauthor #2
Learning a Markov Logic network for supervised gene regulatory network inference
201317 citationsauthor #2
QuantMiner for mining quantitative association rules
201348 citationsauthor #2
Rapport de Recherche A Constraint Programming Approach for Constrained Clustering
20130 citationsauthor #3
A Filtering Algorithm for Constrained Clustering with Within-Cluster Sum of Dissimilarities Criterion
20136 citationsauthor #3
A Declarative Framework for Constrained Clustering
201343 citationsauthor #3
A Link-Based Method for Propositionalization
20124 citationsauthor #2
Markov Logic Network for supervised gene regulation inference: application to the ID2 regulatory network in human keratinocytes
20121 citationsauthor #3
Learning Discriminant Rules as a Minimal Saturation Search
20103 citationsauthor #3
Generative Structure Learning for Markov Logic Networks
20101 citationsauthor #3
Abstracting Markov Networks
20101 citationsauthor #2
Heuristic Method for Discriminative Structure Learning of Markov Logic Networks
20102 citationsauthor #3
On Learning Constraint Problems
201068 citationsauthor #4
Discriminative Markov Logic Network Structure Learning Based on Propositionalization and chi2-Test
20102 citationsauthor #3
Collections of Compounds – How to Deal with them?
200812 citationsauthor #3
A Comparison between Two Statistical Relational Models
20082 citationsauthor #2
QuantMiner: A Genetic Algorithm for Mining Quantitative Association Rules
2007155 citationsauthor #2
On the Discovery of Exception Rules: A Survey
200720 citationsauthor #3
Updates , Induction and Abduction in Deductive Databases
20071 citationsauthor #1
Structuring Natural Language Data by Learning Rewriting Rules
20071 citationsauthor #3
A Contribution to the Use of Decision Diagrams for Loading and Mining Transaction Databases
20074 citationsauthor #2
A Proximity Measure and a Clustering Method for Concept Extraction in an Ontology Building Perspective
20060 citationsauthor #5
Estimation of the Density of Datasets with Decision Diagrams
20059 citationsauthor #2
DDOC: Overlapping Clustering of Words for Document Classification
20043 citationsauthor #4
PoBOC: An Overlapping Clustering Algorithm, Application to Rule-Based Classification and Textual Data
200450 citationsauthor #3
Learning Characteristic Rules Relying on Quantified Paths
200315 citationsauthor #3
Disjunctive Learning with a Soft-Clustering Method
20033 citationsauthor #3
Mining maximal frequent itemsets by a boolean based approach
200217 citationsauthor #3
Mining maximal frequent itemsets by a boolean approach
20025 citationsauthor #3
A study of the scalability of a data mining Genetic Algorithm on a distributed database
20011 citationsauthor #2
A Genetic Algorithm for Propositionalization
20018 citationsauthor #2
Mining Relational Databases
20001 citationsauthor #3
Composition of Biasses of Inductive Logic Programming
20000 citationsauthor #2
An Application of Association Rules Discovery to Geographic Information Systems
200023 citationsauthor #2
Learning in Constraint Databases
19993 citationsauthor #2
A Relational Data Mining Tool Based On Genetic Programming
19989 citationsauthor #3
Systematic Predicate Invention in Inductive Logic Programming
19972 citationsauthor #2
Efficient Induction of Numerical Constraints
19971 citationsauthor #2
Learning Linear Constraints in Inductive Logic Programming
19978 citationsauthor #2
Learning Query Rules for Optimizing Databases with Update Rules
19965 citationsauthor #2
Induction of Constraint Logic Programs
19967 citationsauthor #2
Hierarchical Conceptual Clustering in a First Order Representation
19967 citationsauthor #1
Ilp-95, Leuven Mult Icn: an Empirical Multiple Predicate Learner
199514 citationsauthor #2
A three-valued framework for the induction of general logic programs
199522 citationsauthor #2
Inductive Learning of Normal Clauses
19943 citationsauthor #1
Acquiring first-order knowledge about air traffic control
199315 citationsauthor #2
Building a Tool for Software Code Analysis: A Machine Learning Approach
19924 citationsauthor #2
OGUST: a system that learns using domain properties expressed as the theorems
199025 citationsauthor #1
Analogous dissimilarities
19890 citationsauthor #1
An Analogical Method to do Incremental Learning of Concepts
19886 citationsauthor #1
The Use of Analogy in Incremental SBL
19874 citationsauthor #1
Proceedings of the International Meeting on Advances in Learning Held in Les Arcs, France 28 July-1 August 1986,
19864 citationsauthor #5
Hierarchical Conceptual Clustering
19863 citationsauthor #3
Counter Examples and Explanations
19860 citationsauthor #1

TIMELINE

1986 7 citations

1987 4 citations

1988 6 citations

1989 0 citations

1990 25 citations

1992 4 citations

1993 15 citations

1994 3 citations

1995 36 citations

1996 19 citations

1997 11 citations

1998 9 citations

1999 3 citations

2000 24 citations

2001 9 citations

2002 22 citations

2003 18 citations

2004 53 citations

2005 9 citations

2006 0 citations

2007 181 citations

2008 14 citations

2010 77 citations

2012 5 citations

2013 114 citations

2015 25 citations

2016 32 citations

2017 120 citations

2018 54 citations

2019 16 citations

2020 19 citations

2021 45 citations

2022 3 citations

2023 2 citations

2024 23 citations

2025 1 citations

2026 0 citations

Christel Vrain

PROFILE

PAPERS

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