Grégory Smits

Orcid: 0000-0002-0436-9273

According to our database1, Grégory Smits authored at least 82 papers between 2006 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Leveraging an Isolation Forest to Anomaly Detection and Data Clustering.
Data Knowl. Eng., 2024

MAD: Multi-Scale Anomaly Detection in Link Streams.
Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024

CADI: Contextual Anomaly Detection using an Isolation-Forest.
Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing, 2024

Mining Discriminative Sequential Patterns of Self-regulated Learners.
Proceedings of the Generative Intelligence and Intelligent Tutoring Systems, 2024

myCADI: my Contextual Anomaly Detection using Isolation.
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023
Fuzzy-Vocabulary-Based Detection and Explanation of Anomalies.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2023

Diversifying Top-k Answers in a Query by Example Setting.
Proceedings of the Flexible Query Answering Systems - 15th International Conference, 2023

Vers un partitionnement des données à partir d'une forêt d'isolation.
Proceedings of the Extraction et Gestion des Connaissances, 2023

Learning Path Recommendation from an Inferred Learning Space.
Proceedings of the Responsive and Sustainable Educational Futures, 2023

2022
Anomaly explanation: A review.
Data Knowl. Eng., 2022

PANDA : Personnaliser les ANomalies Détectées par Apprentissage.
Proceedings of the Rencontres francophones sur la Logique Floue et ses Applications, 2022

Exploration de données massives à l'aide d'estimations de cardinalités.
Proceedings of the Rencontres francophones sur la Logique Floue et ses Applications, 2022

PANDA: Human-in-the-Loop Anomaly Detection and Explanation.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2022

Massive Data Exploration using Estimated Cardinalities.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2022

2021
Fuzzy Extensions of Databases.
Proceedings of the Fuzzy Approaches for Soft Computing and Approximate Reasoning: Theories and Applications, 2021

A Classification of Anomaly Explanation Methods.
Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2021

Flexible Querying Using Disjunctive Concepts.
Proceedings of the Flexible Query Answering Systems - 14th International Conference, 2021

2020
Fuzzy quality-Aware queries to graph databases.
Inf. Sci., 2020

Concept Membership Modeling Using a Choquet Integral.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2020

Explaining Data Regularities and Anomalies.
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

2019
Linguistically characterizing clusters of database query answers.
Fuzzy Sets Syst., 2019

FRELS: Fast and Reliable Estimated Linguistic Summaries.
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

Processing Fuzzy Relational Queries Using Fuzzy Views.
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

2018
A soft computing approach to big data summarization.
Fuzzy Sets Syst., 2018

Fuzzy query by example.
Proceedings of the 33rd Annual ACM Symposium on Applied Computing, 2018

On Dissimilarity Measures at the Fuzzy Partition Level.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations, 2018

Efficient Generation of Reliable Estimated Linguistic Summaries.
Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018

Personnalisation et enrichissement des méthodes d'accès aux données.
, 2018

2017
Vocabulary elicitation for informative descriptions of classes.
Proceedings of the Joint 17th World Congress of International Fuzzy Systems Association and 9th International Conference on Soft Computing and Intelligent Systems, 2017

Interactive data exploration on top of linguistic summaries.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

A Typicality-Based Recommendation Approach Leveraging Demographic Data.
Proceedings of the Flexible Query Answering Systems - 12th International Conference, 2017

2016
Une approche coopérative d'aide à la réparation de requêtes floues.
Ingénierie des Systèmes d Inf., 2016

A fuzzy extension of SPARQL for querying gradual RDF data.
Proceedings of the Tenth IEEE International Conference on Research Challenges in Information Science, 2016

SUGAR: A graph database fuzzy querying system.
Proceedings of the Tenth IEEE International Conference on Research Challenges in Information Science, 2016

A Fuzzy Approach to the Characterization of Database Query Answers.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2016

A soft computing approach to agile business intelligence.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

IKEYS: Interactive KEYword Search Dedicated to Corporate Data.
Proceedings of the Knowledge Engineering and Knowledge Management, 2016

2015
How to Efficiently Diagnose and Repair Fuzzy Database Queries that Fail.
Proceedings of the Fifty Years of Fuzzy Logic and its Applications, 2015

Interrogation floue de bases de données relationnelles. De la théorie à la pratique.
Rev. d'Intelligence Artif., 2015

Linguistic and Graphical Explanation of a Cluster-Based Data Structure.
Proceedings of the Scalable Uncertainty Management - 9th International Conference, 2015

Connected keywords.
Proceedings of the 9th IEEE International Conference on Research Challenges in Information Science, 2015

Coarse to fine keyword queries with user interactions.
Proceedings of the 17th International Conference on Information Integration and Web-based Applications & Services, 2015

Expression and efficient processing of fuzzy queries in a graph database context.
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

A Clustering-Based Approach to the Explanation of Database Query Answers.
Proceedings of the Flexible Query Answering Systems 2015, 2015

2014
Plethoric Answers to Fuzzy Queries: A Reduction Method Based on Query Mining.
Proceedings of the Foundations of Intelligent Systems - 21st International Symposium, 2014

Data-Quality-Aware Skyline Queries.
Proceedings of the Foundations of Intelligent Systems - 21st International Symposium, 2014

A Vocabulary Revision Method Based on Modality Splitting.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2014

Uncertainty in Ontology Matching: A Decision Rule-Based Approach.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2014

On a Fuzzy Algebra for Querying Graph Databases.
Proceedings of the 26th IEEE International Conference on Tools with Artificial Intelligence, 2014

AGGREGO SEARCH: Interactive Keyword Query Construction.
Proceedings of the 17th International Conference on Extending Database Technology, 2014

A Distance-Based Decision in the Credal Level.
Proceedings of the Artificial Intelligence and Symbolic Computation, 2014

2013
Fuzzy Cardinalities as a Basis to Cooperative Answering.
Proceedings of the Flexible Approaches in Data, Information and Knowledge Management, 2013

ReqFlex: Fuzzy Queries for Everyone.
Proc. VLDB Endow., 2013

Towards reconciling expressivity, efficiency and user-friendliness in database flexible querying.
Proceedings of the FUZZ-IEEE 2013, 2013

Adequacy of a user-defined vocabulary to the data structure.
Proceedings of the FUZZ-IEEE 2013, 2013

An Autocompletion Mechanism for Enriched Keyword Queries to RDF Data Sources.
Proceedings of the Flexible Query Answering Systems - 10th International Conference, 2013

Finding Similar Objects in Relational Databases - An Association-Based Fuzzy Approach.
Proceedings of the Flexible Query Answering Systems - 10th International Conference, 2013

2012
An Approach to Database Preference Queries Based on an Outranking Relation.
Int. J. Comput. Intell. Syst., 2012

Towards an Efficient Processing of Outranking-Based Preference Queries.
Proceedings of the Advances on Computational Intelligence, 2012

On Fuzzy Preference Queries Explicitly Handling Satisfaction Levels.
Proceedings of the Advances on Computational Intelligence, 2012

LUCIFER : Un système de détection de conflits dans les requêtes flexibles.
Proceedings of the Extraction et gestion des connaissances (EGC'2012), Actes, janvier 31, 2012

A Fuzzy-Summary-Based Approach to Faceted Search in Relational Databases.
Proceedings of the Advances in Databases and Information Systems, 2012

On a Preference Query Language That Handles Symbolic Scores.
Proceedings of the Advances in Databases and Information Systems, 2012

2011
Processing Fuzzy Queries in a Peer Data Management System Using Distributed Fuzzy Summaries.
Proceedings of the Scalable Uncertainty Management - 5th International Conference, 2011

On Database Queries Involving Inferred Fuzzy Predicates.
Proceedings of the Foundations of Intelligent Systems - 19th International Symposium, 2011

Searching for a compromise between satisfaction and diversity in database fuzzy querying.
Proceedings of the 7th conference of the European Society for Fuzzy Logic and Technology, 2011

A Preference Query Model Based on a Fusion of Local Orders.
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2011

Efficient Detection of Minimal Failing Subqueries in a Fuzzy Querying Context.
Proceedings of the Advances in Databases and Information Systems, 2011

2010
On the Use of Fuzzy Cardinalities for Reducing Plethoric Answers to Fuzzy Queries.
Proceedings of the Scalable Uncertainty Management - 4th International Conference, 2010

Estimating the relevance of a data source using a fuzzy-cardinality-based summary.
Proceedings of the 5th IEEE International Conference on Intelligent Systems, 2010

A Model Based on Outranking for Database Preference Queries.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Applications, 2010

Trimming Plethoric Answers to Fuzzy Queries: An Approach Based on Predicate Correlation.
Proceedings of the Computational Intelligence for Knowledge-Based Systems Design, 2010

A database preference query model based on a fuzzy outranking relation.
Proceedings of the FUZZ-IEEE 2010, 2010

An Approach Based on Predicate Correlation to the Reduction of Plethoric Answer Sets.
Proceedings of the Advances in Knowledge Discovery and Management, 2010

Une approche fondée sur la corrélation entre prédicats pour le traitement des réponses pléthoriques.
Proceedings of the Extraction et gestion des connaissances (EGC'2010), 2010

On a Fuzzy Group-By and Its Use for Fuzzy Association Rule Mining.
Proceedings of the Advances in Databases and Information Systems, 2010

2009
A Flexible Querying Approach Based on Outranking and Classification.
Proceedings of the Flexible Query Answering Systems, 8th International Conference, 2009

2008
Une approche par surclassement pour le contrôle d'un processus d'analyse linguistique. (An outranking approach to the control of a natural language processing chain).
PhD thesis, 2008

TiLT: a natural language processing platform.
Trait. Autom. des Langues, 2008

2007
Vers une méthodologie générique de contrôle basée sur la combinaison de sources de jugement.
Proceedings of the Actes de la 14ème conférence sur le Traitement Automatique des Langues Naturelles. Posters, 2007

2006
Contrôle dynamique multicritère des résultats d'une chaîne de TAL.
Proceedings of the Actes de la 13ème conférence sur le Traitement Automatique des Langues Naturelles. REncontres jeunes Chercheurs en Informatique pour le Traitement Automatique des Langues (Posters), 2006

Personal Semantic Indexation of Images Using Textual Annotations.
Proceedings of the Semantic Multimedia, 2006


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