Marcin Detyniecki

Proceedings of the Joint Proceedings of the ACM IUI 2021 Workshops co-located with 26th ACM Conference on Intelligent User Interfaces (ACM IUI 2021), 2021

Enforcing Individual Fairness via Rényi Variational Inference.

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[DOI]

Proceedings of the Neural Information Processing - 28th International Conference, 2021

2020

Achieving Fairness with Decision Trees: An Adversarial Approach.

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[DOI]

Data Sci. Eng., 2020

QUACKIE: A NLP Classification Task With Ground Truth Explanations.

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[DOI]

CoRR, 2020

Sentence-Based Model Agnostic NLP Interpretability.

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[DOI]

CoRR, 2020

Active Fairness Instead of Unawareness.

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[DOI]

CoRR, 2020

Vehicle Telematics Via Exteroceptive Sensors: A Survey.

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[DOI]

Fernando Molano Ortiz

Luís Henrique M. K. Costa

CoRR, 2020

Getting Fairness Right: Towards a Toolbox for Practitioners.

[BibT_eX]

[DOI]

Chaouki Boutharouite

CoRR, 2020

Fairness-Aware Neural Rényi Minimization for Continuous Features.

[BibT_eX]

[DOI]

Vincent Grari

Sylvain Lamprier

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

2019

Fairness-Aware Neural Réyni Minimization for Continuous Features.

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[DOI]

CoRR, 2019

Imperceptible Adversarial Attacks on Tabular Data.

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[DOI]

CoRR, 2019

Issues with post-hoc counterfactual explanations: a discussion.

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[DOI]

CoRR, 2019

Concept Tree: High-Level Representation of Variables for More Interpretable Surrogate Decision Trees.

[BibT_eX]

[DOI]

CoRR, 2019

Detecting Adversarial Examples and Other Misclassifications in Neural Networks by Introspection.

[BibT_eX]

[DOI]

Jonathan Aigrain

CoRR, 2019

Contract Statements Knowledge Service for Chatbots.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

Unjustified Classification Regions and Counterfactual Explanations in Machine Learning.

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[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

Unsupervised Detection of Adversarial Collaboration in Data-Driven Networking.

[BibT_eX]

[DOI]

Miguel Elias Mitre Campista

Tahiry Razafindralambo

Marcelo Dias de Amorim

Proceedings of the 10th International Conference on Networks of the Future, 2019

The Dangers of Post-hoc Interpretability: Unjustified Counterfactual Explanations.

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[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Fair Adversarial Gradient Tree Boosting.

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[DOI]

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

2018

Multimodal Stress Detection from Multiple Assessments.

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[DOI]

IEEE Trans. Affect. Comput., 2018

Defining Locality for Surrogates in Post-hoc Interpretablity.

[BibT_eX]

[DOI]

CoRR, 2018

Crashzam: Sound-based Car Crash Detection.

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[DOI]

Proceedings of the 4th International Conference on Vehicle Technology and Intelligent Transport Systems, 2018

Car Accident Detection and Reconstruction Through Sound Analysis with Crashzam.

[BibT_eX]

[DOI]

Proceedings of the Smart Cities, Green Technologies and Intelligent Transport Systems, 2018

Detecting Potential Local Adversarial Examples for Human-Interpretable Defense.

[BibT_eX]

[DOI]

Proceedings of the ECML PKDD 2018 Workshops, 2018

Comparison-Based Inverse Classification for Interpretability in Machine Learning.

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[DOI]

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations, 2018

2017

Interpretation of approximate numerical expressions: Computational model and empirical study.

[BibT_eX]

[DOI]

Int. J. Approx. Reason., 2017

Inverse Classification for Comparison-based Interpretability in Machine Learning.

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[DOI]

CoRR, 2017

Dimensions for Automatic Interpretation of Approximate Numerical Expressions: An empirical study.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Intelligent User Interfaces, 2017

Droplet Ensemble Learning on Drifting Data Streams.

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[DOI]

Albert Bifet

Proceedings of the Advances in Intelligent Data Analysis XVI, 2017

How arithmetically fuzzy are we? An empirical comparison of human imprecise calculation and fuzzy arithmetic.

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[DOI]

Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

2016

How Much Is "About"? Fuzzy Interpretation of Approximate Numerical Expressions.

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[DOI]

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2016

On leveraging crowdsourced data for automatic perceived stress detection.

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[DOI]

Proceedings of the 18th ACM International Conference on Multimodal Interaction, 2016

Improving the Prediction Cost of Drift Handling Algorithms by Abstaining.

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[DOI]

Vincent Lemaire

Proceedings of the IEEE International Conference on Data Mining Workshops, 2016

Transformation-based constraint-guided Generalised Modus Ponens.

[BibT_eX]

[DOI]

Michaël Blot

Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

La révolution de l'assurance par la donnée : défis scientifiques de l'extraction à la gestion de connaissances.

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[DOI]

Proceedings of the 16ème Journées Francophones Extraction et Gestion des Connaissances, 2016

Memory management for data streams subject to concept drift.

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[DOI]

Proceedings of the 24th European Symposium on Artificial Neural Networks, 2016

2015

Person-specific behavioural features for automatic stress detection.

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[DOI]

Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

Random-shapelet: An algorithm for fast shapelet discovery.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015

Classification with a reject option under Concept Drift: The Droplets algorithm.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015

Fast community structure local uncovering by independent vertex-centred process.

[BibT_eX]

[DOI]

Maël Canu

Adrien Revault d'Allonnes

Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015

2014

Intuitionistic Fuzzy Tautology Definitions for the Validity of Intuitionistic Fuzzy Implications: An Experimental Study.

[BibT_eX]

[DOI]

Paul Moncuquet

Proceedings of the Intelligent Systems'2014, 2014

Comparaison de bornes théoriques pour l'accélération du clustering incrémental en une passe.

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[DOI]

Nicolas Labroche

Proceedings of the 14èmes Journées Francophones Extraction et Gestion des Connaissances, 2014

2013

UPMC at MediaEval 2013: Relevance by Text and Diversity by Visual Clustering.

[BibT_eX]

[DOI]

Christian Kuoman

Sabrina Tollari

Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop, 2013

Accelerating One-Pass Clustering by Cluster Selection Racing.

[BibT_eX]

[DOI]

Nicolas Labroche

Proceedings of the 25th IEEE International Conference on Tools with Artificial Intelligence, 2013

Gradual Generalized Modus Ponens.

[BibT_eX]

[DOI]

Phuc-Nguyen Vo

Proceedings of the FUZZ-IEEE 2013, 2013

Towards Smooth Monotonicity in Fuzzy Inference System based on Gradual Generalized Modus Ponens.

[BibT_eX]

[DOI]

Phuc-Nguyen Vo

Proceedings of the 8th conference of the European Society for Fuzzy Logic and Technology, 2013

Diversité hiérarchique et utilisation d'arbres de concepts pour la recherche d'images.

[BibT_eX]

[DOI]

Christian Kuoman

Sabrina Tollari

Proceedings of the CORIA 2013 - Conférence en Recherche d'Infomations et Applications, 2013

Using tree of concepts and hierarchical reordering for diversity in image retrieval.

[BibT_eX]

[DOI]

Christian Kuoman

Sabrina Tollari

Proceedings of the 11th International Workshop on Content-Based Multimedia Indexing, 2013

2012

On the Paradoxical Success of Mamdani's Minimum-Based Inference.

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[DOI]

Benjamin Moubêche

Proceedings of the Combining Experimentation and Theory - A Hommage to Abe Mamdani, 2012

Weather-based solar energy prediction.

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[DOI]

Proceedings of the FUZZ-IEEE 2012, 2012

2011

Double-linear fuzzy interpolation method.

[BibT_eX]

[DOI]

Proceedings of the FUZZ-IEEE 2011, 2011

Object set matching with an evolutionary algorithm.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE Symposium on Computational Intelligence for Security and Defense Applications, 2011

Fuzzy present value.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE Symposium on Computational Intelligence for Financial Engineering and Economics, 2011

2010

The Application of Spatio-temporal Feature and Multi-Sensor in Home Medical Devices.

[BibT_eX]

[DOI]

Zan Gao

Ming-yu Chen

Alexander G. Hauptmann

Howard D. Wactlar

Anni Cai

J. Digit. Content Technol. its Appl., 2010

Exploitation du contenu visuel pour améliorer la recherche textuelle d'images en ligne.

[BibT_eX]

[DOI]

Document Numérique, 2010

Multi-camera Monitoring of Infusion Pump Use.

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[DOI]

Alexander G. Hauptmann

Howard D. Wactlar

Anni Cai

Proceedings of the 4th IEEE International Conference on Semantic Computing (ICSC 2010), 2010

Using Association Rules to Discover Color-Emotion Relationships Based on Social Tagging.

[BibT_eX]

[DOI]

Haifeng Feng

Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2010

2009

Comparaison de distances et noyaux classiques par degré d'équivalence des ordres induits.

[BibT_eX]

[DOI]

Proceedings of the Extraction et gestion des connaissances (EGC'2009), 2009

Exploiting Visual Concepts to Improve Text-Based Image Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval, 2009

Utilisation de concepts visuels et de la diversité visuelle pour améliorer la recherche d'images.

[BibT_eX]

[DOI]

Proceedings of the COnférence en Recherche d'Infomations et Applications, 2009

High Scale Fuzzy Video Mining.

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[DOI]

Proceedings of the Scalable Fuzzy Algorithms for Data Management and Analysis, 2009

2008

High scale video mining with forests of fuzzy decision trees.

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[DOI]

Proceedings of the CSTST 2008: Proceedings of the 5th International Conference on Soft Computing as Transdisciplinary Science and Technology, 2008

UPMC-LIP6 at TrecVid'08: Balanced and Unbalanced Forests of Fuzzy Decision Trees for High-Level Feature Detection.

[BibT_eX]

[DOI]

Proceedings of the TRECVID 2008 workshop participants notebook papers, 2008

Adaptive acceleration and shot stacking for video rushes summarization.

[BibT_eX]

[DOI]

Proceedings of the 2nd ACM Workshop on Video Summarization, 2008

A Comparative Study of Diversity Methods for Hybrid Text and Image Retrieval Approaches.

[BibT_eX]

[DOI]

Proceedings of the Evaluating Systems for Multilingual and Multimodal Information Access, 2008

Using Visual Concepts and Fast Visual Diversity to Improve Image Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Evaluating Systems for Multilingual and Multimodal Information Access, 2008

Consortium AVEIR at ImageCLEFphoto 2008: on the Fusion of Runs.

[BibT_eX]

[DOI]

Proceedings of the Working Notes for CLEF 2008 Workshop co-located with the 12th European Conference on Digital Libraries (ECDL 2008) , 2008

UPMC/LIP6 at ImageCLEFphoto 2008: on the Exploitation of Visual Concepts (VCDT).

[BibT_eX]

[DOI]

Proceedings of the Working Notes for CLEF 2008 Workshop co-located with the 12th European Conference on Digital Libraries (ECDL 2008) , 2008

Mobile Museum Guide Based on Fast SIFT Recognition.

[BibT_eX]

[DOI]

Effrosini Kokiopoulou

Proceedings of the Adaptive Multimedia Retrieval. Identifying, 2008

2007

UHigh-Level Feature Detection with Forests of Fuzzy Decision Trees combined with the RankBoost Algorithm.

[BibT_eX]

[DOI]

Proceedings of the TRECVID 2007 workshop participants notebook papers, 2007

Video rushes summarization by adaptive acceleration and stacking of shots.

[BibT_eX]

[DOI]

Proceedings of the 1st ACM Workshop on Video Summarization, 2007

Forest of Fuzzy Decision Trees and Their Application in Video Mining.

[BibT_eX]

[DOI]

Proceedings of the New Dimensions in Fuzzy Logic and Related Technologies. Proceedings of the 5th EUSFLAT Conference, 2007

Memetic algorithms for inexact graph matching.

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[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2007

Automatic Image Annotation Using a Visual Dictionary Based on Reliable Image Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Adaptive Multimedial Retrieval: Retrieval, 2007

2006

Fast gradual matching measure for image retrieval based on visual similarity and spatial relations.

[BibT_eX]

[DOI]

Int. J. Intell. Syst., 2006

Externally growing self-organizing maps and its application to e-mail database visualization and exploration.

[BibT_eX]

[DOI]

Andreas Nürnberger

Appl. Soft Comput., 2006

University of Paris 6 at TRECVID 2006: Forest of Fuzzy Decision Trees for High-Level Feature Extraction.

[BibT_eX]

[DOI]

Proceedings of the 2006 TREC Video Retrieval Evaluation, 2006

Using Self-Organizing Maps to Support Video Navigation.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2006

Summarizing Video Information Using Self-Organizing Maps.

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[DOI]

Proceedings of the IEEE International Conference on Fuzzy Systems, 2006

VideoSOM: A SOM-Based Interface for Video Browsing.

[BibT_eX]

[DOI]

Proceedings of the Image and Video Retrieval, 5th International Conference, 2006

Video Navigation Based on Self-Organizing Maps.

[BibT_eX]

[DOI]

Proceedings of the Image and Video Retrieval, 5th International Conference, 2006

2005

University of Paris 6 at TRECVID 2005: High-Level Feature Extraction.

[BibT_eX]

[DOI]

Proceedings of the 2005 TREC Video Retrieval Evaluation, 2005

Ranking Invariance Based on Similarity Measures in Document Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Adaptive Multimedia Retrieval: User, 2005

2004

Ranking invariance between fuzzy similarity measures applied to image retrieval.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Fuzzy Systems, 2004

STRICT: An Image Retrieval Platform for Queries Based on Regional Content.

[BibT_eX]

[DOI]

Proceedings of the Image and Video Retrieval: Third International Conference, 2004

2003

Weighted Self-Organizing Maps: Incorporating User Feedback.

[BibT_eX]

[DOI]

Andreas Nürnberger

Proceedings of the Artificial Neural Networks and Neural Information Processing, 2003

Discovering knowledge for better video indexing based on colors.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Fuzzy Systems, 2003

Fuzzy data mining for video.

[BibT_eX]

[DOI]

Proceedings of the 3rd Conference of the European Society for Fuzzy Logic and Technology, 2003

Adaptive Discovery of Indexing Rules for Video.

[BibT_eX]

[DOI]

Proceedings of the Adaptive Multimedia Retrieval: First International Workshop, 2003

2002

Reducing t-norms and augmenting t-conorms.

[BibT_eX]

[DOI]

Ronald R. Yager

Int. J. Gen. Syst., 2002

2001

A context-dependent method for ordering fuzzy numbers using probabilities.

[BibT_eX]

[DOI]

Ronald R. Yager

Inf. Sci., 2001

Fuzzy inductive learning for multimedia mining.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Conference in Fuzzy Logic and Technology, 2001

2000

Ranking Fuzzy Numbers Using a-Weighted Valuations.

[BibT_eX]

[DOI]

Ronald R. Yager

Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2000

Browsing a Video with Simple Constrained Queries over Fuzzy Annotations.

[BibT_eX]

[DOI]