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ORCIDMarcin Detyniecki
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- affiliation: LIP6, Paris, France
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2020 – today
- 2024
[j17]Xavier Renard, Thibault Laugel
, Marcin Detyniecki:
Understanding prediction discrepancies in classification. Mach. Learn. 113(10): 7997-8026 (2024)- [c87]Vincent Grari, Thibault Laugel, Tatsunori Hashimoto, Sylvain Lamprier, Marcin Detyniecki:
On the Fairness ROAD: Robust Optimization for Adversarial Debiasing. ICLR 2024 - [i36]Vincent Grari, Marcin Detyniecki:
OptiGrad: A Fair and more Efficient Price Elasticity Optimization via a Gradient Based Learning. CoRR abs/2404.10275 (2024) - [i35]Clara Bove, Thibault Laugel, Marie-Jeanne Lesot, Charles Tijus, Marcin Detyniecki:
Why do explanations fail? A typology and discussion on failures in XAI. CoRR abs/2405.13474 (2024) - [i34]Federico Di Gennaro, Thibault Laugel, Vincent Grari, Xavier Renard, Marcin Detyniecki:
Post-processing fairness with minimal changes. CoRR abs/2408.15096 (2024) - 2023
- [j16]Guilherme A. Thomaz, Matheus B. Guerra, Matteo Sammarco, Marcin Detyniecki, Miguel Elias M. Campista:
Tamper-proof access control for IoT clouds using enclaves. Ad Hoc Networks 147: 103191 (2023) - [j15]Adulam Jeyasothy, Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Marcin Detyniecki:
A general framework for personalising post hoc explanations through user knowledge integration. Int. J. Approx. Reason. 160: 108944 (2023) - [j14]Vincent Grari, Sylvain Lamprier, Marcin Detyniecki:
Adversarial learning for counterfactual fairness. Mach. Learn. 112(3): 741-763 (2023) - [j13]Fernando Molano Ortiz, Matteo Sammarco, Luís Henrique M. K. Costa, Marcin Detyniecki:
Applications and Services Using Vehicular Exteroceptive Sensors: A Survey. IEEE Trans. Intell. Veh. 8(1): 949-969 (2023) - [c86]Thibault Laugel, Adulam Jeyasothy, Marie-Jeanne Lesot, Christophe Marsala, Marcin Detyniecki:
Achieving Diversity in Counterfactual Explanations: a Review and Discussion. FAccT 2023: 1859-1869 - [c85]Boris Ruf, Marcin Detyniecki:
Open and Linked Data Model for Carbon Footprint Scenarios. ICAIT 2023: 423-427 - [c84]Arthur Chevalley, Ciprian Tomoiaga, Marcin Detyniecki, Marc Rußwurm, Devis Tuia:
Improving Few-Shot Object Detection with Object Part Proposals. IGARSS 2023: 6502-6505 - [c83]Clara Bove, Marie-Jeanne Lesot, Charles Albert Tijus, Marcin Detyniecki:
Investigating the Intelligibility of Plural Counterfactual Examples for Non-Expert Users: an Explanation User Interface Proposition and User Study. IUI 2023: 188-203 - [i33]Natasa Krco, Thibault Laugel, Jean-Michel Loubes, Marcin Detyniecki:
When Mitigating Bias is Unfair: A Comprehensive Study on the Impact of Bias Mitigation Algorithms. CoRR abs/2302.07185 (2023) - [i32]Thibault Laugel, Adulam Jeyasothy, Marie-Jeanne Lesot, Christophe Marsala, Marcin Detyniecki:
Achieving Diversity in Counterfactual Explanations: a Review and Discussion. CoRR abs/2305.05840 (2023) - [i31]Boris Ruf, Marcin Detyniecki:
Open and Linked Data Model for Carbon Footprint Scenarios. CoRR abs/2310.01278 (2023) - [i30]Vincent Grari, Thibault Laugel, Tatsunori Hashimoto, Sylvain Lamprier, Marcin Detyniecki:
On the Fairness ROAD: Robust Optimization for Adversarial Debiasing. CoRR abs/2310.18413 (2023) - 2022
- [j12]Thomas Bärecke, Marcin Detyniecki:
Graph Matching with Distance-Preserving Crossover. Complex Syst. 31(2): 219-246 (2022) - [j11]Leonardo Solé, Matteo Sammarco, Marcin Detyniecki, Miguel Elias M. Campista:
Towards drivers' safety with multi-criteria car navigation systems. Future Gener. Comput. Syst. 135: 1-9 (2022) - [c82]Boris Ruf, Marcin Detyniecki:
A Tool Bundle for AI Fairness in Practice. CHI Extended Abstracts 2022: 191:1-191:3 - [c81]Vincent Grari, Sylvain Lamprier, Marcin Detyniecki:
Fairness without the Sensitive Attribute via Causal Variational Autoencoder. IJCAI 2022: 696-702 - [c80]Adulam Jeyasothy, Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Marcin Detyniecki:
Integrating Prior Knowledge in Post-hoc Explanations. IPMU (2) 2022: 707-719 - [c79]Clara Bove, Jonathan Aigrain, Marie-Jeanne Lesot, Charles Tijus, Marcin Detyniecki:
Contextualization and Exploration of Local Feature Importance Explanations to Improve Understanding and Satisfaction of Non-Expert Users. IUI 2022: 807-819 - [c78]Luana Gantert, Matteo Sammarco, Marcin Detyniecki, Miguel Elias M. Campista:
Super Learner Ensemble for Sound Classification using Spectral Features. LATINCOM 2022: 1-6 - [c77]Adulam Jeyasothy, Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Marcin Detyniecki:
Intégration de connaissances dans les méthodes d'explications post-hoc. LFA 2022 - [c76]Yves Rychener, Xavier Renard, Djamé Seddah, Pascal Frossard, Marcin Detyniecki:
On the Granularity of Explanations in Model Agnostic NLP Interpretability. PKDD/ECML Workshops (1) 2022: 498-512 - [i29]Vincent Grari, Arthur Charpentier, Sylvain Lamprier, Marcin Detyniecki:
A fair pricing model via adversarial learning. CoRR abs/2202.12008 (2022) - [i28]Adulam Jeyasothy, Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Marcin Detyniecki:
Integrating Prior Knowledge in Post-hoc Explanations. CoRR abs/2204.11634 (2022) - 2021
- [c75]Vincent Grari, Oualid El Hajouji, Sylvain Lamprier, Marcin Detyniecki:
Enforcing Individual Fairness via Rényi Variational Inference. ICONIP (5) 2021: 608-616 - [c74]Clara Bove, Jonathan Aigrain, Marcin Detyniecki:
Building Trust in Artificial Conversational Agents. IUI Workshops 2021 - [c73]Clara Bove, Jonathan Aigrain, Marie-Jeanne Lesot, Charles Tijus, Marcin Detyniecki:
Contextualising local explanations for non-expert users: an XAI pricing interface for insurance. IUI Workshops 2021 - [c72]Tom Vermeire, Thibault Laugel, Xavier Renard, David Martens, Marcin Detyniecki:
How to Choose an Explainability Method? Towards a Methodical Implementation of XAI in Practice. PKDD/ECML Workshops (1) 2021: 521-533 - [c71]Vincent Grari, Oualid El Hajouji, Sylvain Lamprier, Marcin Detyniecki:
Learning Unbiased Representations via Rényi Minimization. ECML/PKDD (2) 2021: 749-764 - [c70]Kaylani Bochie, Matteo Sammarco, Marcin Detyniecki, Miguel Elias M. Campista:
Análise do Aprendizado Federado em Redes Móveis. SBRC 2021: 71-84 - [c69]Luana Gantert, Matteo Sammarco, Marcin Detyniecki, Miguel Elias M. Campista:
A Supervised Approach for Corrective Maintenance Using Spectral Features from Industrial Sounds. WF-IoT 2021: 723-728 - [p3]Marcin Detyniecki:
Interpolative Reasoning: Valid, Specificity-Gradual and Similarity-Based. Fuzzy Approaches for Soft Computing and Approximate Reasoning 2021: 31-43 - [i27]Boris Ruf, Marcin Detyniecki:
Towards the Right Kind of Fairness in AI. CoRR abs/2102.08453 (2021) - [i26]Boris Ruf, Marcin Detyniecki:
Implementing Fair Regression In The Real World. CoRR abs/2104.04353 (2021) - [i25]Xavier Renard, Thibault Laugel, Marcin Detyniecki:
Understanding Prediction Discrepancies in Machine Learning Classifiers. CoRR abs/2104.05467 (2021) - [i24]Boris Ruf, Marcin Detyniecki:
Explaining how your AI system is fair. CoRR abs/2105.00667 (2021) - [i23]Rafael Poyiadzi, Xavier Renard, Thibault Laugel, Raúl Santos-Rodríguez, Marcin Detyniecki:
On the overlooked issue of defining explanation objectives for local-surrogate explainers. CoRR abs/2106.05810 (2021) - [i22]Rafael Poyiadzi, Xavier Renard, Thibault Laugel, Raúl Santos-Rodríguez, Marcin Detyniecki:
Understanding surrogate explanations: the interplay between complexity, fidelity and coverage. CoRR abs/2107.04309 (2021) - [i21]Tom Vermeire, Thibault Laugel, Xavier Renard, David Martens, Marcin Detyniecki:
How to choose an Explainability Method? Towards a Methodical Implementation of XAI in Practice. CoRR abs/2107.04427 (2021) - [i20]Vincent Grari, Sylvain Lamprier, Marcin Detyniecki:
Fairness without the sensitive attribute via Causal Variational Autoencoder. CoRR abs/2109.04999 (2021) - 2020
- [j10]Vincent Grari, Boris Ruf, Sylvain Lamprier, Marcin Detyniecki:
Achieving Fairness with Decision Trees: An Adversarial Approach. Data Sci. Eng. 5(2): 99-110 (2020) - [c68]Vincent Grari, Sylvain Lamprier, Marcin Detyniecki:
Fairness-Aware Neural Rényi Minimization for Continuous Features. IJCAI 2020: 2262-2268 - [i19]Boris Ruf, Chaouki Boutharouite, Marcin Detyniecki:
Getting Fairness Right: Towards a Toolbox for Practitioners. CoRR abs/2003.06920 (2020) - [i18]Fernando Molano Ortiz, Matteo Sammarco, Luís Henrique M. K. Costa, Marcin Detyniecki:
Vehicle Telematics Via Exteroceptive Sensors: A Survey. CoRR abs/2008.12632 (2020) - [i17]Vincent Grari, Sylvain Lamprier, Marcin Detyniecki:
Adversarial Learning for Counterfactual Fairness. CoRR abs/2008.13122 (2020) - [i16]Vincent Grari, Oualid El Hajouji, Sylvain Lamprier, Marcin Detyniecki:
Learning Unbiased Representations via Rényi Minimization. CoRR abs/2009.03183 (2020) - [i15]Boris Ruf, Marcin Detyniecki:
Active Fairness Instead of Unawareness. CoRR abs/2009.06251 (2020) - [i14]Yves Rychener, Xavier Renard, Djamé Seddah, Pascal Frossard, Marcin Detyniecki:
Sentence-Based Model Agnostic NLP Interpretability. CoRR abs/2012.13189 (2020) - [i13]Yves Rychener, Xavier Renard, Djamé Seddah, Pascal Frossard, Marcin Detyniecki:
QUACKIE: A NLP Classification Task With Ground Truth Explanations. CoRR abs/2012.13190 (2020)
2010 – 2019
- 2019
- [c67]Vincent Grari, Boris Ruf, Sylvain Lamprier, Marcin Detyniecki:
Fair Adversarial Gradient Tree Boosting. ICDM 2019: 1060-1065 - [c66]Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Xavier Renard, Marcin Detyniecki:
The Dangers of Post-hoc Interpretability: Unjustified Counterfactual Explanations. IJCAI 2019: 2801-2807 - [c65]Matteo Sammarco, Miguel Elias Mitre Campista, Marcin Detyniecki, Tahiry Razafindralambo, Marcelo Dias de Amorim:
Unsupervised Detection of Adversarial Collaboration in Data-Driven Networking. NOF 2019: 1-8 - [c64]Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Xavier Renard, Marcin Detyniecki:
Unjustified Classification Regions and Counterfactual Explanations in Machine Learning. ECML/PKDD (2) 2019: 37-54 - [c63]Boris Ruf, Matteo Sammarco, Marcin Detyniecki:
Contract Statements Knowledge Service for Chatbots. SMC 2019: 3180-3185 - [i12]Jonathan Aigrain, Marcin Detyniecki:
Detecting Adversarial Examples and Other Misclassifications in Neural Networks by Introspection. CoRR abs/1905.09186 (2019) - [i11]Xavier Renard, Nicolas Woloszko, Jonathan Aigrain, Marcin Detyniecki:
Concept Tree: High-Level Representation of Variables for More Interpretable Surrogate Decision Trees. CoRR abs/1906.01297 (2019) - [i10]Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Marcin Detyniecki:
Issues with post-hoc counterfactual explanations: a discussion. CoRR abs/1906.04774 (2019) - [i9]Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Xavier Renard, Marcin Detyniecki:
The Dangers of Post-hoc Interpretability: Unjustified Counterfactual Explanations. CoRR abs/1907.09294 (2019) - [i8]Boris Ruf, Matteo Sammarco, Marcin Detyniecki:
Contract Statements Knowledge Service for Chatbots. CoRR abs/1910.04424 (2019) - [i7]Vincent Ballet, Xavier Renard, Jonathan Aigrain, Thibault Laugel, Pascal Frossard, Marcin Detyniecki:
Imperceptible Adversarial Attacks on Tabular Data. CoRR abs/1911.03274 (2019) - [i6]Vincent Grari, Boris Ruf, Sylvain Lamprier, Marcin Detyniecki:
Fairness-Aware Neural Réyni Minimization for Continuous Features. CoRR abs/1911.04929 (2019) - [i5]Vincent Grari, Boris Ruf, Sylvain Lamprier, Marcin Detyniecki:
Fair Adversarial Gradient Tree Boosting. CoRR abs/1911.05369 (2019) - 2018
- [j9]Jonathan Aigrain, Michel Spodenkiewicz, Séverine Dubuisson, Marcin Detyniecki, David Cohen, Mohamed Chetouani:
Multimodal Stress Detection from Multiple Assessments. IEEE Trans. Affect. Comput. 9(4): 491-506 (2018) - [c62]Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Xavier Renard, Marcin Detyniecki:
Comparison-Based Inverse Classification for Interpretability in Machine Learning. IPMU (1) 2018: 100-111 - [c61]Xavier Renard, Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Marcin Detyniecki:
Detecting Potential Local Adversarial Examples for Human-Interpretable Defense. Nemesis/UrbReas/SoGood/IWAISe/GDM@PKDD/ECML 2018: 41-47 - [c60]Matteo Sammarco, Marcin Detyniecki:
Car Accident Detection and Reconstruction Through Sound Analysis with Crashzam. SMARTGREENS/VEHITS (Selected Papers) 2018: 159-180 - [c59]Matteo Sammarco, Marcin Detyniecki:
Crashzam: Sound-based Car Crash Detection. VEHITS 2018: 27-35 - [i4]Thibault Laugel, Xavier Renard, Marie-Jeanne Lesot, Christophe Marsala, Marcin Detyniecki:
Defining Locality for Surrogates in Post-hoc Interpretablity. CoRR abs/1806.07498 (2018) - [i3]Xavier Renard, Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Marcin Detyniecki:
Detecting Potential Local Adversarial Examples for Human-Interpretable Defense. CoRR abs/1809.02397 (2018) - 2017
- [j8]Sébastien Lefort, Marie-Jeanne Lesot, Elisabetta Zibetti, Charles Tijus, Marcin Detyniecki:
Interpretation of approximate numerical expressions: Computational model and empirical study. Int. J. Approx. Reason. 82: 193-209 (2017) - [c58]Sébastien Lefort, Marie-Jeanne Lesot, Elisabetta Zibetti, Charles Tijus, Marcin Detyniecki:
How arithmetically fuzzy are we? An empirical comparison of human imprecise calculation and fuzzy arithmetic. FUZZ-IEEE 2017: 1-6 - [c57]Pierre-Xavier Loeffel, Albert Bifet, Christophe Marsala, Marcin Detyniecki:
Droplet Ensemble Learning on Drifting Data Streams. IDA 2017: 210-222 - [c56]Sébastien Lefort, Elisabetta Zibetti, Marie-Jeanne Lesot, Marcin Detyniecki, Charles Tijus:
Dimensions for Automatic Interpretation of Approximate Numerical Expressions: An empirical study. IUI 2017: 107-117 - [i2]Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Xavier Renard, Marcin Detyniecki:
Inverse Classification for Comparison-based Interpretability in Machine Learning. CoRR abs/1712.08443 (2017) - 2016
- [c55]Pierre-Xavier Loeffel, Christophe Marsala, Marcin Detyniecki:
Memory management for data streams subject to concept drift. ESANN 2016 - [c54]Marcin Detyniecki:
La révolution de l'assurance par la donnée : défis scientifiques de l'extraction à la gestion de connaissances. EGC 2016: 5-6 - [c53]Michaël Blot, Marie-Jeanne Lesot, Marcin Detyniecki:
Transformation-based constraint-guided Generalised Modus Ponens. FUZZ-IEEE 2016: 1316-1322 - [c52]Pierre-Xavier Loeffel, Vincent Lemaire, Christophe Marsala, Marcin Detyniecki:
Improving the Prediction Cost of Drift Handling Algorithms by Abstaining. ICDM Workshops 2016: 1213-1222 - [c51]Jonathan Aigrain, Arnaud Dapogny, Kevin Bailly, Séverine Dubuisson, Marcin Detyniecki, Mohamed Chetouani:
On leveraging crowdsourced data for automatic perceived stress detection. ICMI 2016: 113-120 - [c50]Sébastien Lefort, Marie-Jeanne Lesot, Elisabetta Zibetti, Charles Tijus, Marcin Detyniecki:
How Much Is "About"? Fuzzy Interpretation of Approximate Numerical Expressions. IPMU (1) 2016: 226-237 - 2015
- [c49]Maël Canu, Marcin Detyniecki, Marie-Jeanne Lesot, Adrien Revault d'Allonnes:
Fast community structure local uncovering by independent vertex-centred process. ASONAM 2015: 823-830 - [c48]Pierre-Xavier Loeffel, Christophe Marsala, Marcin Detyniecki:
Classification with a reject option under Concept Drift: The Droplets algorithm. DSAA 2015: 1-9 - [c47]Xavier Renard, Maria Rifqi, Walid Erray, Marcin Detyniecki:
Random-shapelet: An algorithm for fast shapelet discovery. DSAA 2015: 1-10 - [c46]Jonathan Aigrain, Séverine Dubuisson, Marcin Detyniecki, Mohamed Chetouani:
Person-specific behavioural features for automatic stress detection. FG 2015: 1-6 - [i1]Maël Canu, Marcin Detyniecki, Marie-Jeanne Lesot, Adrien Revault d'Allonnes:
Fast community structure local uncovering by independent vertex-centred process. CoRR abs/1509.03500 (2015) - 2014
- [c45]Nicolas Labroche, Marcin Detyniecki, Thomas Bärecke:
Comparaison de bornes théoriques pour l'accélération du clustering incrémental en une passe. EGC 2014: 467-478 - [c44]Marcin Detyniecki, Marie-Jeanne Lesot, Paul Moncuquet:
Intuitionistic Fuzzy Tautology Definitions for the Validity of Intuitionistic Fuzzy Implications: An Experimental Study. IEEE Conf. on Intelligent Systems (1) 2014: 171-182 - [e9]Andreas Nürnberger, Sebastian Stober, Birger Larsen, Marcin Detyniecki:
Adaptive Multimedia Retrieval: Semantics, Context, and Adaptation, 10th International Workshop, AMR 2012, Copenhagen, Denmark, October 24-25, 2012, Revised Selected Papers. Lecture Notes in Computer Science 8382, Springer 2014, ISBN 978-3-319-12092-8 [contents] - 2013
- [c43]Christian Kuoman, Sabrina Tollari, Marcin Detyniecki:
Using tree of concepts and hierarchical reordering for diversity in image retrieval. CBMI 2013: 251-256 - [c42]Christian Kuoman, Sabrina Tollari, Marcin Detyniecki:
Diversité hiérarchique et utilisation d'arbres de concepts pour la recherche d'images. CORIA 2013: 47-62 - [c41]Phuc-Nguyen Vo, Marcin Detyniecki:
Towards Smooth Monotonicity in Fuzzy Inference System based on Gradual Generalized Modus Ponens. EUSFLAT Conf. 2013 - [c40]Phuc-Nguyen Vo, Marcin Detyniecki, Bernadette Bouchon-Meunier:
Gradual Generalized Modus Ponens. FUZZ-IEEE 2013: 1-7 - [c39]Nicolas Labroche, Marcin Detyniecki, Thomas Bärecke:
Accelerating One-Pass Clustering by Cluster Selection Racing. ICTAI 2013: 491-498 - [c38]Christian Kuoman, Sabrina Tollari, Marcin Detyniecki:
UPMC at MediaEval 2013: Relevance by Text and Diversity by Visual Clustering. MediaEval 2013 - [e8]Marcin Detyniecki, Ana García-Serrano, Andreas Nürnberger, Sebastian Stober:
Adaptive Multimedia Retrieval. Large-Scale Multimedia Retrieval and Evaluation - 9th International Workshop, AMR 2011, Barcelona, Spain, July 18-19, 2011, Revised Selected Papers. Lecture Notes in Computer Science 7836, Springer 2013, ISBN 978-3-642-37424-1 [contents] - 2012
- [c37]Marcin Detyniecki, Christophe Marsala, Ashwati Krishnan, Mel W. Siegel:
Weather-based solar energy prediction. FUZZ-IEEE 2012: 1-7 - [p2]Marcin Detyniecki, Benjamin Moubêche, Bernadette Bouchon-Meunier:
On the Paradoxical Success of Mamdani's Minimum-Based Inference. Combining Experimentation and Theory 2012: 259-270 - 2011
- [c36]Thomas Bärecke, Bernadette Bouchon-Meunier, Marcin Detyniecki:
Fuzzy present value. CIFEr 2011: 65-80 - [c35]Andrew R. Buck, James M. Keller, Marjorie Skubic, Marcin Detyniecki, Thomas Bärecke:
Object set matching with an evolutionary algorithm. CISDA 2011: 43-50 - [c34]Marcin Detyniecki, Christophe Marsala, Maria Rifqi:
Double-linear fuzzy interpolation method. FUZZ-IEEE 2011: 455-462 - [e7]Marcin Detyniecki, Ana García-Serrano, Andreas Nürnberger:
Adaptive Multimedia Retrieval. Understanding Media and Adapting to the User - 7th International Workshop, AMR 2009, Madrid, Spain, September 24-25, 2009, Revised Selected Papers. Lecture Notes in Computer Science 6535, Springer 2011, ISBN 978-3-642-18448-2 [contents] - [e6]Marcin Detyniecki, Peter Knees, Andreas Nürnberger, Markus Schedl, Sebastian Stober:
Adaptive Multimedia Retrieval. Context, Exploration, and Fusion - 8th International Workshop, AMR 2010, Linz, Austria, August 17-18, 2010, Revised Selected Papers. Lecture Notes in Computer Science 6817, Springer 2011, ISBN 978-3-642-27168-7 [contents] - 2010
- [j7]Sabrina Tollari, Marcin Detyniecki, Ali Fakeri-Tabrizi, Christophe Marsala, Massih-Reza Amini, Patrick Gallinari:
Exploitation du contenu visuel pour améliorer la recherche textuelle d'images en ligne. Document Numérique 13(1): 187-209 (2010) - [j6]Zan Gao, Marcin Detyniecki, Ming-yu Chen, Alexander G. Hauptmann, Howard D. Wactlar, Anni Cai:
The Application of Spatio-temporal Feature and Multi-Sensor in Home Medical Devices. J. Digit. Content Technol. its Appl. 4(7): 69-78 (2010) - [c33]Haifeng Feng, Marie-Jeanne Lesot, Marcin Detyniecki:
Using Association Rules to Discover Color-Emotion Relationships Based on Social Tagging. KES (1) 2010: 544-553 - [c32]Zan Gao, Ming-yu Chen, Marcin Detyniecki, Wen Wu, Alexander G. Hauptmann, Howard D. Wactlar, Anni Cai:
Multi-camera Monitoring of Infusion Pump Use. ICSC 2010: 105-111 - [e5]Marcin Detyniecki, Ulrich Leiner, Andreas Nürnberger:
Adaptive Multimedia Retrieval. Identifying, Summarizing, and Recommending Image and Music, 6th International Workshop, AMR 2008, Berlin, Germany, June 26-27, 2008. Revised Selected Papers. Lecture Notes in Computer Science 5811, Springer 2010, ISBN 978-3-642-14757-9 [contents]
2000 – 2009
- 2009
- [c31]Sabrina Tollari, Marcin Detyniecki, Ali Fakeri-Tabrizi, Christophe Marsala, Massih-Reza Amini, Patrick Gallinari:
Utilisation de concepts visuels et de la diversité visuelle pour améliorer la recherche d'images. CORIA 2009: 83-98 - [c30]Sabrina Tollari, Marcin Detyniecki, Christophe Marsala, Ali Fakeri-Tabrizi, Massih-Reza Amini, Patrick Gallinari:
Exploiting Visual Concepts to Improve Text-Based Image Retrieval. ECIR 2009: 701-705 - [c29]Marie-Jeanne Lesot, Maria Rifqi, Marcin Detyniecki:
Comparaison de distances et noyaux classiques par degré d'équivalence des ordres induits. EGC 2009: 55-60 - [p1]Christophe Marsala, Marcin Detyniecki:
High Scale Fuzzy Video Mining. Scalable Fuzzy Algorithms for Data Management and Analysis 2009: 365-378 - 2008
- [c28]Boris Ruf, Effrosini Kokiopoulou, Marcin Detyniecki:
Mobile Museum Guide Based on Fast SIFT Recognition. Adaptive Multimedia Retrieval 2008: 170-183 - [c27]Sabrina Tollari, Marcin Detyniecki, Ali Fakeri-Tabrizi, Massih-Reza Amini, Patrick Gallinari:
UPMC/LIP6 at ImageCLEFphoto 2008: on the Exploitation of Visual Concepts (VCDT). CLEF (Working Notes) 2008 - [c26]Sabrina Tollari, Marcin Detyniecki, Marin Ferecatu, Hervé Glotin, Philippe Mulhem, Massih-Reza Amini, Ali Fakeri-Tabrizi, Patrick Gallinari, Hichem Sahbi, Zhong-Qiu Zhao:
Consortium AVEIR at ImageCLEFphoto 2008: on the Fusion of Runs. CLEF (Working Notes) 2008 - [c25]Sabrina Tollari, Marcin Detyniecki, Ali Fakeri-Tabrizi, Christophe Marsala, Massih-Reza Amini, Patrick Gallinari:
Using Visual Concepts and Fast Visual Diversity to Improve Image Retrieval. CLEF 2008: 577-584 - [c24]Sabrina Tollari, Philippe Mulhem, Marin Ferecatu, Hervé Glotin, Marcin Detyniecki, Patrick Gallinari, Hichem Sahbi, Zhong-Qiu Zhao:
A Comparative Study of Diversity Methods for Hybrid Text and Image Retrieval Approaches. CLEF 2008: 585-592 - [c23]Marcin Detyniecki, Christophe Marsala:
Adaptive acceleration and shot stacking for video rushes summarization. TVS 2008: 109-113 - [c22]Christophe Marsala, Marcin Detyniecki:
UPMC-LIP6 at TrecVid'08: Balanced and Unbalanced Forests of Fuzzy Decision Trees for High-Level Feature Detection. TRECVID 2008 - [c21]Christophe Marsala, Marcin Detyniecki:
High scale video mining with forests of fuzzy decision trees. CSTST 2008: 413-418 - [e4]Nozha Boujemaa, Marcin Detyniecki, Andreas Nürnberger:
Adaptive Multimedial Retrieval: Retrieval, User, and Semantics, 5th International Workshop, AMR 2007, Paris, France, July 5-6, 2007, Revised Selected Papers. Lecture Notes in Computer Science 4918, Springer 2008, ISBN 978-3-540-79859-0 [contents] - 2007
- [c20]Christian Hentschel, Sebastian Stober, Andreas Nürnberger, Marcin Detyniecki:
Automatic Image Annotation Using a Visual Dictionary Based on Reliable Image Segmentation. Adaptive Multimedia Retrieval 2007: 45-56 - [c19]Thomas Bärecke, Marcin Detyniecki:
Memetic algorithms for inexact graph matching. IEEE Congress on Evolutionary Computation 2007: 4238-4245 - [c18]Marcin Detyniecki, Christophe Marsala:
Forest of Fuzzy Decision Trees and Their Application in Video Mining. EUSFLAT Conf. (1) 2007: 345-352 - [c17]Marcin Detyniecki, Christophe Marsala:
Video rushes summarization by adaptive acceleration and stacking of shots. TVS 2007: 65-69 - [c16]Christophe Marsala, Marcin Detyniecki, Nicolas Usunier, Massih-Reza Amini:
UHigh-Level Feature Detection with Forests of Fuzzy Decision Trees combined with the RankBoost Algorithm. TRECVID 2007 - [e3]Stéphane Marchand-Maillet, Eric Bruno, Andreas Nürnberger, Marcin Detyniecki:
Adaptive Multimedia Retrieval: User, Context, and Feedback, 4th International Workshop, AMR 2006, Geneva, Switzerland, July 27-28, 2006, Revised Selected Papers. Lecture Notes in Computer Science 4398, Springer 2007, ISBN 978-3-540-71544-3 [contents] - 2006
- [j5]Andreas Nürnberger, Marcin Detyniecki:
Externally growing self-organizing maps and its application to e-mail database visualization and exploration. Appl. Soft Comput. 6(4): 357-371 (2006) - [j4]Jean-François Omhover, Marcin Detyniecki:
Fast gradual matching measure for image retrieval based on visual similarity and spatial relations. Int. J. Intell. Syst. 21(7): 711-723 (2006) - [c15]Thomas Bärecke, Ewa Kijak, Andreas Nürnberger, Marcin Detyniecki:
Video Navigation Based on Self-Organizing Maps. CIVR 2006: 340-349 - [c14]Thomas Bärecke, Ewa Kijak, Andreas Nürnberger, Marcin Detyniecki:
VideoSOM: A SOM-Based Interface for Video Browsing. CIVR 2006: 506-509 - [c13]Thomas Bärecke, Ewa Kijak, Andreas Nürnberger, Marcin Detyniecki:
Summarizing Video Information Using Self-Organizing Maps. FUZZ-IEEE 2006: 540-546 - [c12]Thomas Bärecke, Ewa Kijak, Andreas Nürnberger, Marcin Detyniecki:
Using Self-Organizing Maps to Support Video Navigation. ICANN (1) 2006: 396-405 - [c11]Christophe Marsala, Marcin Detyniecki:
University of Paris 6 at TRECVID 2006: Forest of Fuzzy Decision Trees for High-Level Feature Extraction. TRECVID 2006 - [e2]Marcin Detyniecki, Joemon M. Jose, Andreas Nürnberger, C. J. van Rijsbergen:
Adaptive Multimedia Retrieval: User, Context, and Feedback, Third International Workshop, AMR 2005, Glasgow, UK, July 28-29, 2005, Revised Selected Papers. Lecture Notes in Computer Science 3877, Springer 2006, ISBN 3-540-32174-8 [contents] - 2005
- [c10]Jean-François Omhover, Maria Rifqi, Marcin Detyniecki:
Ranking Invariance Based on Similarity Measures in Document Retrieval. Adaptive Multimedia Retrieval 2005: 55-64 - [c9]Christophe Marsala, Marcin Detyniecki:
University of Paris 6 at TRECVID 2005: High-Level Feature Extraction. TRECVID 2005 - 2004
- [c8]Jean-François Omhover, Marcin Detyniecki:
STRICT: An Image Retrieval Platform for Queries Based on Regional Content. CIVR 2004: 473-482 - [c7]Jean-François Omhover, Marcin Detyniecki, Maria Rifqi, Bernadette Bouchon-Meunier:
Ranking invariance between fuzzy similarity measures applied to image retrieval. FUZZ-IEEE 2004: 1367-1372 - [e1]Andreas Nürnberger, Marcin Detyniecki:
Adaptive Multimedia Retrieval: First International Workshop, AMR 2003, Hamburg, Germany, September 15-16, 2003, Revised Selected and Invited Papers. Lecture Notes in Computer Science 3094, Springer 2004, ISBN 3-540-22163-8 [contents] - 2003
- [c6]Marcin Detyniecki:
Adaptive Discovery of Indexing Rules for Video. Adaptive Multimedia Retrieval 2003: 176-184 - [c5]Christophe Marsala, Marcin Detyniecki:
Fuzzy data mining for video. EUSFLAT Conf. 2003: 73-78 - [c4]Marcin Detyniecki, Christophe Marsala:
Discovering knowledge for better video indexing based on colors. FUZZ-IEEE 2003: 1177-1181 - [c3]Andreas Nürnberger, Marcin Detyniecki:
Weighted Self-Organizing Maps: Incorporating User Feedback. ICANN 2003: 883-890 - 2002
- [j3]Marcin Detyniecki, Ronald R. Yager, Bernadette Bouchon-Meunier:
Reducing t-norms and augmenting t-conorms. Int. J. Gen. Syst. 31(3): 265-276 (2002) - 2001
- [j2]Ronald R. Yager, Marcin Detyniecki, Bernadette Bouchon-Meunier:
A context-dependent method for ordering fuzzy numbers using probabilities. Inf. Sci. 138(1-4): 237-255 (2001) - [c2]Marcin Detyniecki, Christophe Marsala:
Fuzzy inductive learning for multimedia mining. EUSFLAT Conf. 2001: 390-393 - 2000
- [j1]Marcin Detyniecki, Ronald R. Yager:
Ranking Fuzzy Numbers Using a-Weighted Valuations. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 8(5): 573-591 (2000) - [c1]Marcin Detyniecki:
Browsing a Video with Simple Constrained Queries over Fuzzy Annotations. FQAS 2000: 282-288
Coauthor Index
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