Grégory Smits

ORCID

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 33

Top Venues

University of Caen Normandy, France (PHD)

Education History

University of Caen Normandy, France

PHD

Publications

Véronne Yepmo, Grégory Smits, Marie-Jeanne Lesot, Olivier Pivert
Leveraging an Isolation Forest to Anomaly Detection and Data Clustering. Data Knowl. Eng. 151 (2024)
Véronne Yepmo, Grégory Smits, Marie-Jeanne Lesot, Olivier Pivert
CADI: Contextual Anomaly Detection using an Isolation-Forest. SAC (2024)
Esteban Bautista, Laurent Brisson, Cécile Bothorel, Grégory Smits
MAD: Multi-Scale Anomaly Detection in Link Streams. WSDM (2024)
Rahul Nath, Grégory Smits, Olivier Pivert
Fuzzy-Vocabulary-Based Detection and Explanation of Anomalies. FUZZ (2023)
Véronne Yepmo, Grégory Smits, Marie-Jeanne Lesot, Olivier Pivert
Vers un partitionnement des données à partir d'une forêt d'isolation. EGC (2023)
Madjid Sadallah, Grégory Smits
Learning Path Recommendation from an Inferred Learning Space. EC-TEL (2023)
Grégory Smits, Marie-Jeanne Lesot, Olivier Pivert, Marek Z. Reformat
Diversifying Top-k Answers in a Query by Example Setting. FQAS (2023)
Pierre Nerzic, Grégory Smits, Olivier Pivert, Marie-Jeanne Lesot
Massive Data Exploration using Estimated Cardinalities. FUZZ-IEEE (2022)
Véronne Yepmo, Grégory Smits, Olivier Pivert
Anomaly explanation: A review. Data Knowl. Eng. 137 (2022)
Grégory Smits, Marie-Jeanne Lesot, Véronne Yepmo Tchaghe, Olivier Pivert
PANDA : Personnaliser les ANomalies Détectées par Apprentissage. LFA (2022)
Pierre Nerzic, Grégory Smits, Olivier Pivert, Marie-Jeanne Lesot
Exploration de données massives à l'aide d'estimations de cardinalités. LFA (2022)
Grégory Smits, Marie-Jeanne Lesot, Véronne Yepmo Tchaghe, Olivier Pivert
PANDA: Human-in-the-Loop Anomaly Detection and Explanation. IPMU (2) (2022)
Véronne Yepmo Tchaghe, Grégory Smits, Olivier Pivert
A Classification of Anomaly Explanation Methods. PKDD/ECML Workshops (1) (2021)
Grégory Smits, Marie-Jeanne Lesot, Olivier Pivert, Ronald R. Yager
Flexible Querying Using Disjunctive Concepts. FQAS (2021)
Olivier Pivert, Étienne Scholly, Grégory Smits, Virginie Thion
Fuzzy quality-Aware queries to graph databases. Inf. Sci. 521 (2020)
Grégory Smits, Ronald R. Yager, Marie-Jeanne Lesot, Olivier Pivert
Concept Membership Modeling Using a Choquet Integral. IPMU (1) (2020)
Amit K. Shukla, Grégory Smits, Olivier Pivert, Marie-Jeanne Lesot
Explaining Data Regularities and Anomalies. FUZZ-IEEE (2020)
Aurélien Moreau, Olivier Pivert, Grégory Smits
Linguistically characterizing clusters of database query answers. Fuzzy Sets Syst. 366 (2019)
Grégory Smits, Pierre Nerzic, Marie-Jeanne Lesot, Olivier Pivert
FRELS: Fast and Reliable Estimated Linguistic Summaries. FUZZ-IEEE (2019)
Emmanuel Doumard, Olivier Pivert, Grégory Smits, Virginie Thion
Processing Fuzzy Relational Queries Using Fuzzy Views. FUZZ-IEEE (2019)
Grégory Smits, Olivier Pivert, Toan Ngoc Duong
On Dissimilarity Measures at the Fuzzy Partition Level. IPMU (2) (2018)
Grégory Smits, Olivier Pivert, Ronald R. Yager, Pierre Nerzic
A soft computing approach to big data summarization. Fuzzy Sets Syst. 348 (2018)
Aurélien Moreau, Olivier Pivert, Grégory Smits
Fuzzy query by example. SAC (2018)
Grégory Smits, Pierre Nerzic, Olivier Pivert, Marie-Jeanne Lesot
Efficient Generation of Reliable Estimated Linguistic Summaries. FUZZ-IEEE (2018)
Grégory Smits, Ronald R. Yager, Olivier Pivert
Interactive data exploration on top of linguistic summaries. FUZZ-IEEE (2017)
Grégory Smits, Olivier Pivert, Marie-Jeanne Lesot
Vocabulary elicitation for informative descriptions of classes. IFSA-SCIS (2017)
Aurélien Moreau, Olivier Pivert, Grégory Smits
A Typicality-Based Recommendation Approach Leveraging Demographic Data. FQAS (2017)
Aurélien Moreau, Olivier Pivert, Grégory Smits
A Fuzzy Approach to the Characterization of Database Query Answers. IPMU (2) (2016)
Grégory Smits, Olivier Pivert, Ronald R. Yager
A soft computing approach to agile business intelligence. FUZZ-IEEE (2016)
Grégory Smits, Olivier Pivert
Une approche coopérative d'aide à la réparation de requêtes floues. Ingénierie des Systèmes d Inf. 21 (3) (2016)
Khadim Dramé, Grégory Smits, Olivier Pivert
IKEYS: Interactive KEYword Search Dedicated to Corporate Data. EKAW (Satellite Events) (2016)
Olivier Pivert, Olfa Slama, Grégory Smits, Virginie Thion
A fuzzy extension of SPARQL for querying gradual RDF data. RCIS (2016)
Olivier Pivert, Olfa Slama, Grégory Smits, Virginie Thion
SUGAR: A graph database fuzzy querying system. RCIS (2016)
Grégory Smits, Olivier Pivert
Linguistic and Graphical Explanation of a Cluster-Based Data Structure. SUM (2015)
Khadim Dramé, Grégory Smits, Olivier Pivert
Coarse to fine keyword queries with user interactions. iiWAS (2015)
Olivier Pivert, Grégory Smits, Virginie Thion
Expression and efficient processing of fuzzy queries in a graph database context. FUZZ-IEEE (2015)
Aurélien Moreau, Olivier Pivert, Grégory Smits
A Clustering-Based Approach to the Explanation of Database Query Answers. FQAS (2015)
Amira Essaid, Arnaud Martin, Grégory Smits, Boutheina Ben Yaghlane
Uncertainty in Ontology Matching: A Decision Rule-Based Approach. CoRR (2015)
Grégory Smits, Olivier Pivert, Thomas Girault
Interrogation floue de bases de données relationnelles. De la théorie à la pratique. Rev. d'Intelligence Artif. 29 (5) (2015)
Grégory Smits, Olivier Pivert, Virginie Thion
Connected keywords. RCIS (2015)
Amira Essaid, Arnaud Martin, Grégory Smits, Boutheina Ben Yaghlane
A Distance-Based Decision in the Credal Level. CoRR (2015)
Amira Essaid, Arnaud Martin, Grégory Smits, Boutheina Ben Yaghlane
Uncertainty in Ontology Matching: A Decision Rule-Based Approach. IPMU (1) (2014)
Hélène Jaudoin, Olivier Pivert, Grégory Smits, Virginie Thion
Data-Quality-Aware Skyline Queries. ISMIS (2014)
Olivier Pivert, Grégory Smits
Plethoric Answers to Fuzzy Queries: A Reduction Method Based on Query Mining. ISMIS (2014)
Grégory Smits, Olivier Pivert, Hélène Jaudoin, François Paulus
AGGREGO SEARCH: Interactive Keyword Query Construction. EDBT (2014)
Grégory Smits, Olivier Pivert, Marie-Jeanne Lesot
A Vocabulary Revision Method Based on Modality Splitting. IPMU (3) (2014)
Amira Essaid, Arnaud Martin, Grégory Smits, Boutheina Ben Yaghlane
A Distance-Based Decision in the Credal Level. AISC (2014)
Olivier Pivert, Virginie Thion, Hélène Jaudoin, Grégory Smits
On a Fuzzy Algebra for Querying Graph Databases. ICTAI (2014)
Grégory Smits, Olivier Pivert, Hélène Jaudoin, François Paulus
An Autocompletion Mechanism for Enriched Keyword Queries to RDF Data Sources. FQAS (2013)
Grégory Smits, Olivier Pivert, Thomas Girault
Towards reconciling expressivity, efficiency and user-friendliness in database flexible querying. FUZZ-IEEE (2013)
Grégory Smits, Olivier Pivert, Thomas Girault
ReqFlex: Fuzzy Queries for Everyone. Proc. VLDB Endow. 6 (12) (2013)
Marie-Jeanne Lesot, Grégory Smits, Olivier Pivert
Adequacy of a user-defined vocabulary to the data structure. FUZZ-IEEE (2013)
Olivier Pivert, Grégory Smits, Hélène Jaudoin
Finding Similar Objects in Relational Databases - An Association-Based Fuzzy Approach. FQAS (2013)
Olivier Pivert, Grégory Smits, Allel HadjAli, Hélène Jaudoin
LUCIFER : Un système de détection de conflits dans les requêtes flexibles. EGC (2012)
Olivier Pivert, Grégory Smits
Towards an Efficient Processing of Outranking-Based Preference Queries. IPMU (1) (2012)
Patrick Bosc, Olivier Pivert, Grégory Smits
An Approach to Database Preference Queries Based on an Outranking Relation. Int. J. Comput. Intell. Syst. 5 (4) (2012)
Olivier Pivert, Grégory Smits
On a Preference Query Language That Handles Symbolic Scores. ADBIS (2012)
Grégory Smits, Olivier Pivert
A Fuzzy-Summary-Based Approach to Faceted Search in Relational Databases. ADBIS (2012)
Olivier Pivert, Grégory Smits
On Fuzzy Preference Queries Explicitly Handling Satisfaction Levels. IPMU (1) (2012)
Olivier Pivert, Allel HadjAli, Grégory Smits
On Database Queries Involving Inferred Fuzzy Predicates. ISMIS (2011)
Olivier Pivert, Grégory Smits, Allel HadjAli
Processing Fuzzy Queries in a Peer Data Management System Using Distributed Fuzzy Summaries. SUM (2011)
Patrick Bosc, Olivier Pivert, Grégory Smits
A Preference Query Model Based on a Fusion of Local Orders. ECSQARU (2011)
Olivier Pivert, Allel Hadjali, Grégory Smits
Searching for a compromise between satisfaction and diversity in database fuzzy querying. EUSFLAT Conf. (2011)
Olivier Pivert, Grégory Smits, Allel HadjAli, Hélène Jaudoin
Efficient Detection of Minimal Failing Subqueries in a Fuzzy Querying Context. ADBIS (2011)
Patrick Bosc, Olivier Pivert, Grégory Smits
A Model Based on Outranking for Database Preference Queries. IPMU (2) (2010)
Olivier Pivert, Allel HadjAli, Grégory Smits
Estimating the relevance of a data source using a fuzzy-cardinality-based summary. IEEE Conf. of Intelligent Systems (2010)
Patrick Bosc, Allel HadjAli, Olivier Pivert, Grégory Smits
Une approche fondée sur la corrélation entre prédicats pour le traitement des réponses pléthoriques. EGC (2010)
Patrick Bosc, Olivier Pivert, Grégory Smits
A database preference query model based on a fuzzy outranking relation. FUZZ-IEEE (2010)
Patrick Bosc, Allel HadjAli, Olivier Pivert, Grégory Smits
Trimming Plethoric Answers to Fuzzy Queries: An Approach Based on Predicate Correlation. IPMU (2010)
Patrick Bosc, Allel HadjAli, Olivier Pivert, Grégory Smits
An Approach Based on Predicate Correlation to the Reduction of Plethoric Answer Sets. EGC (best of volume) (2010)
Patrick Bosc, Allel HadjAli, Olivier Pivert, Grégory Smits
On the Use of Fuzzy Cardinalities for Reducing Plethoric Answers to Fuzzy Queries. SUM (2010)
Patrick Bosc, Olivier Pivert, Grégory Smits
On a Fuzzy Group-By and Its Use for Fuzzy Association Rule Mining. ADBIS (2010)
Patrick Bosc, Olivier Pivert, Grégory Smits
A Flexible Querying Approach Based on Outranking and Classification. FQAS (2009)
Johannes Heinecke, Grégory Smits, Christine Chardenon, Emilie Guimier De Neef, Estelle Maillebuau, Malek Boualem
TiLT: a natural language processing platform. Trait. Autom. des Langues 49 (2) (2008)
Grégory Smits, Christine Chardenon
Vers une méthodologie générique de contrôle basée sur la combinaison de sources de jugement. TALN (Posters) (2007)
Grégory Smits, Michel Plu, Pascal Bellec
Personal Semantic Indexation of Images Using Textual Annotations. SAMT (2006)
Grégory Smits
Contrôle dynamique multicritère des résultats d'une chaîne de TAL. RECITAL (Posters) (2006)

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Publication Activity (10 Years)

Top Topics

Top Venues

Grégory Smits