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veyrin-forrer.22.dke In Pursuit of the Hidden Features of GNN's Internal Representations Luca Veyrin-Forrer, Ataollah Kamal, Stefan Duffner, Marc Plantevit, Céline Robardet Data & Knowledge Engineering 26 October 2022
movn.22.nips Topology-Aware Method to Segment 3D Plan Tissue Images Minh Ôn Vũ Ngoc, Nicolas Boutry, Jonathan Fabrizio 36th Conference on Neural Information Processing SystemsAI for Science Workshop 25 October 2022
veyrin-forrer.22.dami On GNN Explainability with Activation Rules Luca Veyrin-Forrer, Ataollah Kamal, Marc Plantevit, Céline Robardet, DuffnerStefan Data Mining and Knowledge Discovery 20 October 2022
esteban.22.gpce The Cost of Dynamism in Static Languages for Image Processing Baptiste Esteban, Edwin Carlinet, Guillaume Tochon, Didier Verna Proceedings of the 21st International Conference on Generative Programming: Concepts & Experiences (GPCE 2022) 10 October 2022
roynard.22.gpce A Modern C++ Point of View of Programming in Image Processing Michaël Roynard, Edwin Carlinet, Thierry Géraud Proceedings of the 21st International Conference on Generative Programming: Concepts & Experiences (GPCE 2022) 10 October 2022
zhao.22.iros Multi-purpose Tactile Perception Based on Deep Learning in a New Tendon-driven Optical Tactile Sensor Zhou Zhao, Zhenyu Lu 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems 1 October 2022
duluard.22.mlsa Discovering and Visualizing Tactics in Table Tennis Games Based on Subgroup Discovery Pierre Duluard, Xinqing Li, Marc Plantevit, Céline Robardet, Romain Vuillemot Machine Learning and Data Mining for Sports Analytics - 9th International Workshop, MLSA 2022 19 September 2022
kamal.22.xkdd Improving the Quality of Rule-Based GNN Explanations Ataollah Kamal, Elouan Vincent, Marc Plantevit, Céline Robardet Workshop on eXplainable Knowledge Discovery in Data Mining. Machine Learning and Principles and Practice of Knowledge Discovery in Databases - International Workshops of ECML PKDD 2022, GrenobleFrance, September 19-23, 2022, Proceedings, Part I 12 September 2022
fahrenberg.22.concur A Kleene Theorem for Higher-Dimensional Automata Uli Fahrenberg, Christian Johansen, Georg Struth, Krzysztof Ziemiański 33rd International Conference on Concurrency Theory (CONCUR 2022) 6 September 2022
newton.22.ifl Comparing Use-Cases of Tree-Fold vs Fold-Left, How to Fold and Color a Map Jim Newton Symposium on Implementation and Application of Functional Languages 31 August 2022
lepage.22.interspeech Label-Efficient Self-Supervised Speaker Verification With Information Maximization and Contrastive Learning Théo Lepage, Réda Dehak Proc. Interspeech 2022 28 August 2022
moranges.22.taffc Using subgroup discovery to relate odor pleasantness and intensity to peripheral nervous system reactions Maelle Moranges, Marc Plantevit, Moustafa Bensafi IEEE Transactions on Affective Computing 24 July 2022
veyrin-forrer.22.ijcai What Does my GNN Really Capture? On Exploring Internal GNN Representations Luca Veyrin-Forrer, Ataollah Kamal, Stefan Duffner, Marc Plantevit, Céline Robardet International Joint Conference on Artificial Intelligence 2022 23 July 2022
akshay.22.stacs On Robustness for the Skolem and Positivity Problems S Akshay, Hugo Bazille, Blaise Genest, Mihir Vahanwala 39th International Symposium on Theoretical Aspects of Computer Science STACS 7 July 2022
droste.22.iandc Greibach normal form for ω-algebraic systems and weighted simple ω-pushdown automata Manfred Droste, Sven Dziadek, Werner Kuich Information and Computation 30 June 2022
fahrenberg.22.iandc Posets With Interfaces as a Model for Concurrency Uli Fahrenberg, Christian Johansen, Georg Struth, Krzysztof Ziemiański Information and Computation 30 June 2022
esteban.22.gretsi.2 Généricité dynamique pour des algorithmes morphologiques Baptiste Esteban, Edwin Carlinet, Guillaume Tochon, Didier Verna 28e Colloque sur le traitement du signal et des images 15 June 2022
esteban.22.gretsi.1 Estimation de la fonction de niveau de bruit pour des images couleurs en utilisant la morphologie mathématique Baptiste Esteban, Guillaume Tochon, Edwin Carlinet, Didier Verna 28e Colloque sur le traitement du signal et des images 15 June 2022
duret.22.cav From Spot 2.0 to Spot 2.10: What's New? Alexandre Duret-Lutz, Etienne Renault, Maximilien Colange, Florian Renkin, Alexandre Gbaguidi Aisse, Philipp Schlehuber-Caissier, Thomas Medioni, Antoine Martin, Jérôme Dubois, Clément Gillard, Henrich Lauko Proceedings of the 34th International Conference on Computer Aided Verification (CAV'22) 6 June 2022
boutry.22.jmiv.2 Some Equivalence Relation between Persistent Homology and Morphological Dynamics Nicolas Boutry, Laurent Najman, Thierry Géraud Journal of Mathematical Imaging and Vision 17 May 2022
or.22.transparence Données, Transparence et Démocratie Olivier Ricou 1 May 2022
renkin.22.forte Effective Reductions of Mealy Machines Florian Renkin, Philipp Schlehuber-Caissier, Alexandre Duret-Lutz, Adrien Pommellet Proceedings of the 42nd International Conference on Formal Techniques for Distributed Objects, Components, and Systems (FORTE'22) 26 April 2022
paviot.22.forte LTL under reductions with weaker conditions than stutter invariance Emmanuel Paviot-Adet, Denis Poitrenaud, Etienne Renault, Yann Thierry-Mieg Proceedings of the 41th IFIP International Conference on Formal Techniques for Distributed Objects, Components and Systems (FORTE'22) 18 April 2022
esteban.22.icpr Estimation of the noise level function for color images using mathematical morphology and non-parametric statistics Baptiste Esteban, Guillaume Tochon, Edwin Carlinet, Didier Verna Proceedings of the 26th International Conference on Pattern Recognition 8 April 2022
abadie.22.das A Benchmark of Named Entity Recognition Approaches in Historical Documents Nathalie Abadie, Edwin Carlinet, Joseph Chazalon, Bertrand Duménieu Proceedings of the 15th IAPR International Workshop on Document Analysis System 7 April 2022
hermary.22.jmiv Learning Grayscale Mathematical Morphology with Smooth Morphological Layers Romain Hermary, Guillaume Tochon, Élodie Puybareau, Alexandre Kirszenberg, Jesús Angulo Journal of Mathematical Imaging and Vision 4 April 2022
veyrin-forrer.22.egc Qu'est-ce que mon GNN capture vraiment ? Exploration des représentations internes d'un GNN Luca Veyrin-Forrer, Ataollah Kamal, Stefan Duffner, Marc Plantevit, Céline Robardet Extraction et Gestion des Connaissances, EGC 2022Blois, France, 24 au 28 janvier 2022 24 March 2022
shi.21.itip Local Intensity Order Transformation for Robust Curvilinear Object Segmentation Tianyi Shi, Nicolas Boutry, Yongchao Xu, Thierry Géraud IEEE Transactions on Image Processing 22 March 2022
tschora.22.apen Electricity Price Forecasting on the Day-Ahead Market using Machine Learning Léonard Tschora, Erwan Pierre, Marc Plantevit, Céline Robardet Applied Energy 10 March 2022
blin.22.tpds Max-Tree Computation on GPUs Nicolas Blin, Edwin Carlinet, Florian Lemaitre, Lionel Lacassagne, Thierry Géraud IEEE Transactions on Parallel and Distributed Systems 9 March 2022
verna.22.els ETAP: Experimental Typesetting Algorithms Platform Didier Verna 15th European Lisp Symposium 1 March 2022
casares.22.tacas Practical Applications of the Alternating Cycle Decomposition Antonio Casares, Alexandre Duret-Lutz, Klara J Meyer, Florian Renkin, Salomon Sickert Proceedings of the 28th International Conference on Tools and Algorithms for the Construction and Analysis of Systems (TACAS'22) 1 February 2022
mandel.22.aghm GenIDA, une base de données participative internationale permettant de mieux connaître l'histoire naturelle et les comorbidités des formes génétiques de troubles neurodéveloppementaux J-L Mandel, P Burger, A Strehle, F Colin, T Mazzucotelli, N Collot, S Baer, B Durand, A Piton, R Coutelle, E Schaefer, P Parrend, L Faivre, K Jobard Garou, D Geneviève, V Ruault, D Martin, CaumesR., T Smol, J Ghoumid, F Ropert Conquer, J Kummeling, C Ockeloen, T Kleefstra, D Koolen Assises de Génétique Humaine et Médicale 1 February 2022
remil.22.egc Découverte de sous-groupes de prédictions interprétables pour le triage d'incidents Youcef Remil, Anes Bendimerad, Marc Plantevit, Céline Robardet, Mehdi Kaytoue Extraction et Gestion des Connaissances, EGC 2022Blois, France, 24 au 28 janvier 2022 24 January 2022
guillaume.22.egc Hate Speech and Toxic Comment Detection using Transformers Pierre Guillaume, Corentin Duchene, Réda Dehak Workshop EGC 2022 DL for NLP 12 January 2022
mehta.22.melba QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation — Analysis of Ranking Scores and Benchmarking Results Raghav Mehta, Angelos Filos, Ujjwal Baid, Chiharu Sako, Richard McKinley, Michael Rebsamen, Katrin Dätwyler, Raphael Meier, Piotr Radojewski, Gowtham Krishnan Murugesan, Sahil Nalawade, Chandan Ganesh, Ben Wagner, YuFang F., Baowei Fei, Ananth J Madhuranthakam, Joseph A Maldjian, Laura Daza, GómezCatalina, Pablo Arbeláez, Chengliang Dai, Shuo Wang, Hadrien Reynaud, Yuanhan Mo, Elsa Angelini, Yike Guo, Wenjia Bai, BanerjeeSubhashis, Linmin Pei, Murat AK, Sarahi Rosas-González, Ilyess Zemmoura, Clovis Tauber, Minh Hoang Vu, Tufve Nyholm, Tommy Löfstedt, Laura Mora Ballestar, Veronica Vilaplana, Hugh McHugh, Gonzalo Maso Talou, Alan Wang, Jay Patel, Ken Chang, Katharina Hoebel, Mishka Gidwani, Nishanth Arun, Sharut Gupta, Mehak Aggarwal, Praveer Singh, Elizabeth R Gerstner, Jayashree Kalpathy-Cramer, Nicolas Boutry, Alexis Huard, VidyaratneLasitha, Md Monibor Rahman, Khan M Iftekharuddin, Joseph Chazalon, Elodie Puybareau, TochonGuillaume, Jun Ma, Mariano Cabezas, LladoXavier, Arnau Oliver, Liliana Valencia, Sergi Valverde, Mehdi Amian, SoltaninejadMohammadreza, Andriy Myronenko, Ali Hatamizadeh, Xue Feng, Quan Dou, Nicholas Tustison, MeyerCraig, Nisarg A Shah, Sanjay Talbar, WeberMarc-André, Abhishek Mahajan, Andras Jakab, Roland Wiest, Hassan M Fathallah-Shaykh, Arash Nazeri, Mikhail Milchenko, Daniel Marcus, Aikaterini Kotrotsou, Rivka Colen, John Freymann, Justin Kirby, Christos Davatzikos, MenzeBjoern, Spyridon Bakas, Yarin Gal, Tal Arbel Journal of Machine Learning for Biomedical Imaging (MELBA) 9 January 2022
avanthey.22.rs How to Boost Close-Range Remote Sensing Courses Using a Serious Game: Uncover in a Fun Way the Complexity and Transversality of Multi-Domain Field Acquisitions Loïca Avanthey, Laurent Beaudoin Remote Sensing 1 January 2022
rida.22.raccisc Anomaly Detection on Static and Dynamic Graphs using Graph Convolutional Neural Networks A Abou Rida, R Amhaz, P Parrend Robotics and AI for Cybersecurity and Critical Infrastructure in Smart Cities 1 January 2022
maldonado-ruiz.22.ieee Current Trends in Blockchain Implementations on the Paradigm of Public Key Infrastructure: A Survey Daniel Maldonado-Ruiz, Jenny Torres, El MadhounNour, Mohamad Badra IEEE Access 1 January 2022
beaudoin.22.eit How to help digital-native students to successfully take control of their learning : A return of 8 years of experience on a computer science e-learning platform in higher education Laurent Beaudoin, Loïca Avanthey 1 January 2022
el-madhoun.22.aina New Security Protocols for Offline Point-of-Sale Machines Nour El Madhoun, Emmanuel Bertin, Mohamad Badra, Guy Pujolle 36th International Conference on Advanced Information Networking and Applications (AINA) 1 January 2022
beaudoin.22.jmse Automatically Guided Selection of a Set of Underwater Calibration Images Laurent Beaudoin, Loïca Avanthey, Charles Villard, BunelCorentin 1 January 2022
boutry.22.dgmm Gradient Vector Fields of Discrete Morse Functions and Watershed-Cuts Nicolas Boutry, Laurent Najman, Gilles Bertrand Proceedings of the IAPR International Conference on Discrete Geometry and Mathematical Morphology (DGMM) 31 December 2021
boutry.21.miccai Residual 3D U-Net with Localization for Brain Tumor Segmentation Marc Demoustier, Ines Khemir, Lucien Martin-Gaffé, Nicolas Boutry, Quoc Duon Nguyen International MICCAI Brainlesion Workshop 31 December 2021
randrianasoa.21.softx AGAT: Building and Evaluating Binary Partition Trees for Image Segmentation Jimmy Francky Randrianasoa, Camille Kurtz, Éric Desjardin, Nicolas Passat SoftwareX 17 December 2021
movn.21.bmvc Introducing the Boundary-Aware Loss for Deep Image Segmentation Minh Ôn Vũ Ngoc, Yizi Chen, Joseph Chazalon, Edwin Carlinet, Jonathan Fabrizio, Clément Mallet, Thierry Géraud, Nicolas Boutry Proceedings of the 32nd British Machine Vision Conference (BMVC) 28 November 2021
boutry.21.joco Strong Euler Wellcomposedness Nicolas Boutry, Rocio Gonzalez-Diaz, Maria-Jose Jimenez, Eduardo Paluzo-Hildago Journal of Combinatorial Optimization 23 November 2021
boutry.21.jmiv Continuous Well-Composedness implies Digital Well-Composedness in n-D Nicolas Boutry, Rocio Gonzalez-Diaz, Laurent Najman, Thierry Géraud Journal of Mathematical Imaging and Vision 9 November 2021
rida.21.cn Evaluation of Anomaly Detection for Cybersecurity Using Inductive Node Embedding with Convolutional Graph Neural Networks A Abou Rida, P Parrend, R Amhaz Complex Network 2021 1 October 2021
el-madhoune.21.csnet A Secure Blockchain-Based Architecture for the COVID-19 Data Network Darine Al-Mohtar, Amani Ramzi Daou, Nour El Madhoun, Rachad Maallawi 2021 5th Cyber Security in Networking Conference (CSNet) 1 October 2021