Laure Berti-Équille

Orcid: 0000-0002-8046-0570

According to our database1, Laure Berti-Équille authored at least 112 papers between 1997 and 2024.

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Bibliography

2024
Creating a computer assisted ICD coding system: Performance metric choice and use of the ICD hierarchy.
J. Biomed. Informatics, 2024

Single Word Change is All You Need: Designing Attacks and Defenses for Text Classifiers.
CoRR, 2024

2023
Integrating HPC, AI, and Workflows for Scientific Data Analysis (Dagstuhl Seminar 23352).
Dagstuhl Reports, 2023

Pyreal: A Framework for Interpretable ML Explanations.
CoRR, 2023

Making the End-User a Priority in Benchmarking: OrionBench for Unsupervised Time Series Anomaly Detection.
CoRR, 2023

Discovering Transition Pathways Towards Coviability with Machine Learning.
CoRR, 2023

Comparing Spatial and Spatio-Temporal Paradigms to Estimate The Evolution of Socio-Economical Indicators from Satellite Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

M2-Mixer: A Multimodal Mixer with Multi-head Loss for Classification from Multimodal Data.
Proceedings of the IEEE International Conference on Big Data, 2023

2022
The Need for Interpretable Features: Motivation and Taxonomy.
SIGKDD Explor., 2022

Reconstruction of Long-Term Historical Demand Data.
CoRR, 2022

Sintel: A Machine Learning Framework to Extract Insights from Signals.
Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

Advances in Exploratory Data Analysis, Visualisation and Quality for Data Centric AI Systems.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

R&R: Metric-guided Adversarial Sentence Generation.
Proceedings of the Findings of the Association for Computational Linguistics: AACL-IJCNLP 2022, 2022

Stochastic Pairing for Contrastive Anomaly Detection on Time Series.
Proceedings of the Pattern Recognition and Artificial Intelligence, 2022

In Situ Augmentation for Defending Against Adversarial Attacks on Text Classifiers.
Proceedings of the Neural Information Processing - 29th International Conference, 2022

Provenance-aware Discovery of Functional Dependencies on Integrated Views.
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

AER: Auto-Encoder with Regression for Time Series Anomaly Detection.
Proceedings of the IEEE International Conference on Big Data, 2022

2021
Balancing Familiarity and Curiosity in Data Exploration with Deep Reinforcement Learning.
Proceedings of the aiDM '21: Fourth Workshop in Exploiting AI Techniques for Data Management, 2021

2nd International Workshop on Data Quality Assessment for Machine Learning.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Challenges in KDD and ML for Sustainable Development.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

QeNoBi: A System for QuErying and mining BehavIoral Patterns.
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

Amélioration du pronostic par apprentissage profond pour des applications de maintenance prédictive.
Proceedings of the Extraction et Gestion des Connaissances, 2021

A Framework for Statistically-Sound Customer Segment Search.
Proceedings of the 8th IEEE International Conference on Data Science and Advanced Analytics, 2021

DORA THE EXPLORER: Exploring Very Large Data With Interactive Deep Reinforcement Learning.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020
Discovering Multi-Table Functional Dependencies Without Full Join Computation.
CoRR, 2020

Assessment of CNN-Based Methods for Poverty Estimation from Satellite Images.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Data Quality Checking for Machine Learning with MeSQuaL.
Proceedings of the 23rd International Conference on Extending Database Technology, 2020

Active Reinforcement Learning for Data Preparation: Learn2Clean with Human-In-The-Loop.
Proceedings of the 10th Conference on Innovative Data Systems Research, 2020

2019
Truth Discovery.
Proceedings of the Encyclopedia of Big Data Technologies., 2019

Are Outlier Detection Methods Resilient to Sampling?
CoRR, 2019

Learn2Clean: Optimizing the Sequence of Tasks for Web Data Preparation.
Proceedings of the World Wide Web Conference, 2019

ML-Based Knowledge Graph Curation: Current Solutions and Challenges.
Proceedings of the Companion of The 2019 World Wide Web Conference, 2019

Reinforcement Learning for Data Preparation with Active Reward Learning.
Proceedings of the Internet Science - 6th International Conference, 2019

2018
Discovery of Genuine Functional Dependencies from Relational Data with Missing Values.
Proc. VLDB Endow., 2018

Remote sensing image analysis by aggregation of segmentation-classification collaborative agents.
Pattern Recognit., 2018

Machine Learning to Data Management: A Round Trip.
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

2017
Interactions segmentation-classification dans un cadre multi-paradigme pour l'analyse d'images de télédétection.
Rev. d'Intelligence Artif., 2017

On the Role of Political Affiliation in Human Perception The Case of Delhi OddEven Experiment.
Proceedings of the Social Informatics, 2017

UGuide: User-Guided Discovery of FD-Detectable Errors.
Proceedings of the 2017 ACM International Conference on Management of Data, 2017

Sur l'évaluation et l'élaboration d'un jeu de données de référence de bonne qualité en télédétection.
Proceedings of the 17ème Journées Francophones Extraction et Gestion des Connaissances, 2017

Principled Data Preprocessing: Application to Biological Aquatic Indicators of Water Pollution.
Proceedings of the 28th International Workshop on Database and Expert Systems Applications, 2017

Profiling DRDoS Attacks with Data Analytics Pipeline.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

2016
Veracity of Big Data: Challenges of Cross-Modal Truth Discovery.
ACM J. Data Inf. Qual., 2016

VERA: A Platform for Veracity Estimation over Web Data.
Proceedings of the 25th International Conference on World Wide Web, 2016


Using Twitter to Understand Public Interest in Climate Change: The Case of Qatar.
Proceedings of the Social Web for Environmental and Ecological Monitoring, 2016

Collaborative segmentation and classification for remote sensing image analysis.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Towards Ontology Reasoning for Topological Cluster Labeling.
Proceedings of the Neural Information Processing - 23rd International Conference, 2016

Scaling up truth discovery.
Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

A Collaborative Framework for Joint Segmentation and Classification of Remote Sensing Images.
Proceedings of the Advances in Knowledge Discovery and Management, 2016

Un cadre collaboratif pour la segmentation et la classification d'images de télédétection.
Proceedings of the 16ème Journées Francophones Extraction et Gestion des Connaissances, 2016

Génération de contraintes pour le clustering à partir d'une ontologie - Application à la classification d'images satellites.
Proceedings of the 16ème Journées Francophones Extraction et Gestion des Connaissances, 2016

On the Use of Ontology as A Priori Knowledge into Constrained Clustering.
Proceedings of the 2016 IEEE International Conference on Data Science and Advanced Analytics, 2016

Metabolomic Data Profiling for Diabetes Research in Qatar.
Proceedings of the 27th International Workshop on Database and Expert Systems Applications, 2016

2015
Veracity of Data: From Truth Discovery Computation Algorithms to Models of Misinformation Dynamics
Synthesis Lectures on Data Management, Morgan & Claypool Publishers, ISBN: 978-3-031-01855-8, 2015

Unsupervised Quantification of Under- and Over-Segmentation for Object-Based Remote Sensing Image Analysis.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

A masking index for quantifying hidden glitches.
Knowl. Inf. Syst., 2015

A quality-aware spatial data warehouse for querying hydroecological data.
Comput. Geosci., 2015

Towards Principled Data Science Assessment - The Personal Data Science Process (PdsP).
Proceedings of the ICEIS 2015, 2015

AllegatorTrack: Combining and reporting results of truth discovery from multi-source data.
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

Data veracity estimation with ensembling truth discovery methods.
Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

2014
Web Data Quality: Current State and New Challenges.
Int. J. Semantic Web Inf. Syst., 2014

Truth Discovery Algorithms: An Experimental Evaluation.
CoRR, 2014

2013
Data Fusion: Resolving Conflicts from Multiple Sources.
Proceedings of the Web-Age Information Management - 14th International Conference, 2013

Don't be SCAREd: use SCalable Automatic REpairing with maximal likelihood and bounded changes.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

Data Fusion: Resolving Conflicts from Multiple Sources.
Proceedings of the Handbook of Data Quality, Research and Practice., 2013

2012
Multi-Scale Data Integration Challenges in the Observational Science Data Space.
it Inf. Technol., 2012

ADVISU: Interactive Visualization of Anomalies and Dependencies from Massive Scientific Datasets.
Proceedings of the Extraction et gestion des connaissances (EGC'2012), Actes, janvier 31, 2012

2011
Assessment and analysis of information quality: a multidimensional model and case studies.
Int. J. Inf. Qual., 2011

DAQ_UWE: A framework for designing data quality aware web applications.
Proceedings of the 16th International Conference on Information Quality, 2011

Discovery of complex glitch patterns: A novel approach to Quantitative Data Cleaning.
Proceedings of the 27th International Conference on Data Engineering, 2011

2010
Processing Top-k Join Queries.
Proc. VLDB Endow., 2010

SOLOMON: Seeking the Truth Via Copying Detection.
Proc. VLDB Endow., 2010

Global Detection of Complex Copying Relationships Between Sources.
Proc. VLDB Endow., 2010

La qualité des systèmes d'information.
Ingénierie des Systèmes d Inf., 2010

Challenges of Quality-Driven Resource Discovery.
Proceedings of the Resource Discovery - Third International Workshop, 2010

2009
Truth Discovery and Copying Detection in a Dynamic World.
Proc. VLDB Endow., 2009

Integrating Conflicting Data: The Role of Source Dependence.
Proc. VLDB Endow., 2009

Multidimensional Management and Analysis of Quality Measures for CRM Applications in an Electricity Company.
Proceedings of the 14th International Conference on Information Quality, 2009

Sailing the Information Ocean with Awareness of Currents: Discovery and Application of Source Dependence.
Proceedings of the Fourth Biennial Conference on Innovative Data Systems Research, 2009

2008
Measuring and Constraining Data Quality with Analytic Workflows.
Proceedings of the International Workshop on Quality in Databases and Management of Uncertain Data, 2008

Tracing Data Pollution in Large Business Applications.
Proceedings of the 13th International Conference on Information Quality, 2008

2007
Measuring and Modelling Data Quality for Quality-Awareness in Data Mining.
Proceedings of the Quality Measures in Data Mining, 2007

Data quality awareness: a case study for cost optimal association rule mining.
Knowl. Inf. Syst., 2007

End-to-end quality of service provisioning through an integrated management system for multimedia content delivery.
Comput. Commun., 2007

QDex: A Database Profiler for Generic Bio-data Exploration and Quality Aware Integration.
Proceedings of the Web Information Systems Engineering - WISE 2007 Workshops, 2007


Quality Awareness for Managing and Mining Data.
, 2007

2006
Report from the First and Second International Workshops on Information Quality in Information Systems: IQIS 2004 and IQIS 2005 in conjunction with ACM SIGMOD/PODS Conferences.
SIGMOD Rec., 2006

Contributions to Quality-Aware Online Query Processing.
IEEE Data Eng. Bull., 2006

Quality-Aware Association Rule Mining.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2006

Modèle décisionnel basé sur la qualité des données pour sélectionner les règles d'associations légitimement intéressantes.
Proceedings of the Extraction et gestion des connaissances (EGC'2006), 2006

2005
Enriching Multimedia Content Description for Broadcast Environments: From a Unified Metadata Model to a New Generation of Authoring Tool.
Proceedings of the Seventh IEEE International Symposium on Multimedia (ISM 2005), 2005

Quality-Aware Integration and Warehousing of Genomic Data.
Proceedings of the 2005 International Conference on Information Quality (MIT ICIQ Conference), 2005

Nettoyage des données XML : combien ça coûte ?
Proceedings of the Extraction des connaissances : Etat et perspectives (Ateliers de la conférence EGC'2005), 2005

Integrating and Warehousing Liver Gene Expression Data and Related Biomedical Resources in GEDAW.
Proceedings of the Data Integration in the Life Sciences, Second InternationalWorkshop, 2005

Optimizing Progressive Query-By-Example over Pre-Clustered Large Image Databases.
Proceedings of the 21èmes Journées Bases de Données Avancées, 2005

2004
Un état de l'art sur la qualité des données.
Ingénierie des Systèmes d Inf., 2004

Quality-Adaptive Query Processing Over Distributed Sources.
Proceedings of the Ninth International Conference on Information Quality (ICIQ 2004), 2004

Multimedia indexing and retrieval with features association rules mining.
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

Recherche dans de grandes bases d'images fixes : une nouvelle approche guidée par les règles d'association.
Proceedings of the Extraction et gestion des connaissances (EGC'2004), 2004

2003
Quality-Based Recommendation of XML Documents.
J. Digit. Inf. Manag., 2003

Renseigner la qualité des connaissances par la fusion d'indicateurs sur la qualité des données.
Proceedings of the Extraction et gestion des connaissances (EGC'2003), 2003

2002
Annotation et recommandation collaboratives de documents selon leur qualité.
Ingénierie des Systèmes d Inf., 2002

2001
Integration of biological data on transcriptome.
Ingénierie des Systèmes d Inf., 2001

Integration of Biological Data and Quality-Driven Source Negotiation.
Proceedings of the Conceptual Modeling, 2001

1999
Qualité de données multi-sources et recommandation multi-critères.
Proceedings of the Actes du XVIIème Congrès INFORSID, La Garde, France, 1-4 juin, 1999, 1999

Quality and Recommendation of Multi-source Data for Assisting Technological Intelligence Applications.
Proceedings of the Database and Expert Systems Applications, 10th International Conference, 1999

1998
From Data Source Quality to Information Quality: The Relative Dimension.
Proceedings of the Third Conference on Information Quality (IQ 1998), 1998

Combining the Power of Query Languages and Search Engines for On-line Document and Information Retrieval : The QIRi@D Environment.
Proceedings of the Principles of Digital Document Processing, 4th International Workshop, 1998

1997
Out of Overinformation by Information Filtering and Information Quality Weighting.
Proceedings of the Second Conference on Information Quality (IQ 1997), 1997

Merging an Active Database and a Reflective System: Modelling a New Several Active Meta-Levels Architecture (Abstract).
Proceedings of the Advances in Databases, 15th British National Conferenc on Databases, 1997


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