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2020 – today
- 2023
[j14]Mohamed Younes
, Ewa Kijak, Richard Kulpa, Simon Malinowski, Franck Multon:
MAAIP: Multi-Agent Adversarial Interaction Priors for imitation from fighting demonstrations for physics-based characters. Proc. ACM Comput. Graph. Interact. Tech. 6(3): 32:1-32:20 (2023)- [j13]Raquel Almeida, Ewa Kijak, Simon Malinowski, Zenilton Kleber G. do Patrocínio Jr., Arnaldo de Albuquerque Araújo, Silvio Jamil Ferzoli Guimarães:
Graph-based image gradients aggregated with random forests. Pattern Recognit. Lett. 166: 182-189 (2023) - [j12]Josu Ircio, Aizea Lojo, Usue Mori, Simon Malinowski, José Antonio Lozano:
Minimum Recall-Based Loss Function for Imbalanced Time Series Classification. IEEE Trans. Knowl. Data Eng. 35(10): 10024-10034 (2023) - [c33]Arik Ermshaus, Patrick Schäfer, Anthony J. Bagnall, Thomas Guyet, Georgiana Ifrim, Vincent Lemaire, Ulf Leser, Colin Leverger, Simon Malinowski:
Human Activity Segmentation Challenge @ ECML/PKDD'23. AALTD@ECML/PKDD 2023: 3-13 - [c32]Carolina Jerônimo, Simon Malinowski, Zenilton Kleber G. do Patrocínio Jr., Guillaume Gravier, Silvio Jamil Ferzoli Guimarães:
Filtering Safe Temporal Motifs in Dynamic Graphs for Dissemination Purposes. CIARP 2023: 480-493 - [c31]Carolina Stephanie Jerônimo de Almeida, Zenilton K. G. do Patrocínio, Simon Malinowski, Silvio Jamil Ferzoli Guimarães, Guillaume Gravier:
A Novel Method for Temporal Graph Classification based on Transitive Reduction. DSAA 2023: 1-10 - [e5]Thomas Guyet, Georgiana Ifrim, Simon Malinowski, Anthony J. Bagnall, Patrick Schäfer, Vincent Lemaire:
Advanced Analytics and Learning on Temporal Data - 7th ECML PKDD Workshop, AALTD 2022, Grenoble, France, September 19-23, 2022, Revised Selected Papers. Lecture Notes in Computer Science 13812, Springer 2023, ISBN 978-3-031-24377-6 [contents] - [e4]Georgiana Ifrim, Romain Tavenard, Anthony J. Bagnall, Patrick Schäfer, Simon Malinowski, Thomas Guyet, Vincent Lemaire:
Advanced Analytics and Learning on Temporal Data - 8th ECML PKDD Workshop, AALTD 2023, Turin, Italy, September 18-22, 2023, Revised Selected Papers. Lecture Notes in Computer Science 14343, Springer 2023, ISBN 978-3-031-49895-4 [contents] - [i8]Mohamed Younes, Ewa Kijak, Richard Kulpa, Simon Malinowski, Franck Multon:
MAAIP: Multi-Agent Adversarial Interaction Priors for imitation from fighting demonstrations for physics-based characters. CoRR abs/2311.02502 (2023) - 2022
- [j11]Gauthier Lyan, David Gross-Amblard, Jean-Marc Jézéquel, Simon Malinowski:
Impact of Data Cleansing for Urban Bus Commercial Speed Prediction. SN Comput. Sci. 3(1): 82 (2022) - [c30]Lola Beuchée, Thomas Guyet, Simon Malinowski:
Prédiction du niveau de nappes phréatiques : comparaison d'approches locale, globale et hybride. EGC 2022: 15-26 - [c29]Laurent Spillemaecker, Thomas Guyet, Simon Malinowski, Anne-Isabelle Graux:
Désagrégation temporelle du cumul annuel de croissance de l'herbe. EGC 2022: 27-38 - [c28]Thomas Guyet, Laurent Spillemaecker, Simon Malinowski, Anne-Isabelle Graux:
Temporal Disaggregation of the Cumulative Grass Growth. ICPRAI (2) 2022: 383-394 - [c27]Mohamed Younes, Ewa Kijak, Simon Malinowski, Richard Kulpa, Franck Multon:
AIP: Adversarial Interaction Priors for Multi-Agent Physics-based Character Control. SIGGRAPH Asia Posters 2022: 6:1-6:2 - [i7]Thomas Guyet, Laurent Spillemaecker, Simon Malinowski, Anne-Isabelle Graux:
Temporal Disaggregation of the Cumulative Grass Growth. CoRR abs/2212.10865 (2022) - 2021
- [c26]Raquel Almeida, Zenilton Kleber Gonçalves do Patrocínio Jr., Arnaldo de Albuquerque Araújo, Ewa Kijak, Simon Malinowski, Silvio Jamil Ferzoli Guimarães:
Descriptive Image Gradient from Edge-Weighted Image Graph and Random Forests. SIBGRAPI 2021: 338-345 - [e3]Vincent Lemaire, Simon Malinowski, Anthony J. Bagnall, Thomas Guyet, Romain Tavenard, Georgiana Ifrim:
Advanced Analytics and Learning on Temporal Data - 6th ECML PKDD Workshop, AALTD 2021, Bilbao, Spain, September 13, 2021, Revised Selected Papers. Lecture Notes in Computer Science 13114, Springer 2021, ISBN 978-3-030-91444-8 [contents] - 2020
- [c25]Yichang Wang, Rémi Emonet, Élisa Fromont, Simon Malinowski, Romain Tavenard:
Adversarial Regularization for Explainable-by-Design Time Series Classification. ICTAI 2020: 1079-1087 - [e2]Vincent Lemaire, Simon Malinowski, Anthony J. Bagnall, Alexis Bondu, Thomas Guyet, Romain Tavenard:
Advanced Analytics and Learning on Temporal Data - 4th ECML PKDD Workshop, AALTD 2019, Würzburg, Germany, September 20, 2019, Revised Selected Papers. Lecture Notes in Computer Science 11986, Springer 2020, ISBN 978-3-030-39097-6 [contents] - [e1]Vincent Lemaire, Simon Malinowski, Anthony J. Bagnall, Thomas Guyet, Romain Tavenard, Georgiana Ifrim:
Advanced Analytics and Learning on Temporal Data - 5th ECML PKDD Workshop, AALTD 2020, Ghent, Belgium, September 18, 2020, Revised Selected Papers. Lecture Notes in Computer Science 12588, Springer 2020, ISBN 978-3-030-65741-3 [contents]
2010 – 2019
- 2019
- [j10]James Large, Anthony J. Bagnall, Simon Malinowski, Romain Tavenard:
On time series classification with dictionary-based classifiers. Intell. Data Anal. 23(5): 1073-1089 (2019) - [c24]Renato Augusto de Souza, Raquel Almeida, Roberto Miranda, Zenilton Kleber G. do Patrocínio Jr., Simon Malinowski, Silvio Jamil Ferzoli Guimarães:
BRIEF-Based Mid-Level Representations for Time Series Classification. CIARP 2019: 449-457 - [c23]Colin Leverger, Simon Malinowski, Thomas Guyet, Vincent Lemaire, Alexis Bondu, Alexandre Termier:
Toward a Framework for Seasonal Time Series Forecasting Using Clustering. IDEAL (1) 2019: 328-340 - [c22]Felipe A. L. Reis, Raquel Almeida, Ewa Kijak, Simon Malinowski, Silvio Jamil Ferzoli Guimarães, Zenilton K. G. do Patrocínio:
Combining convolutional side-outputs for road image segmentation. IJCNN 2019: 1-8 - [c21]Maël Guillemé, Simon Malinowski, Romain Tavenard, Xavier Renard:
Localized Random Shapelets. AALTD@PKDD/ECML 2019: 85-97 - [i6]Yichang Wang, Rémi Emonet, Élisa Fromont, Simon Malinowski, Etienne Menager, Loïc Mosser, Romain Tavenard:
Learning Interpretable Shapelets for Time Series Classification through Adversarial Regularization. CoRR abs/1906.00917 (2019) - 2018
- [c20]Raquel Almeida, Hugo Herlanin, Zenilton Kleber G. do Patrocínio Jr., Simon Malinowski, Silvio Jamil Ferzoli Guimarães:
Evaluation of Bag-of-Word Performance for Time Series Classification Using Discriminative SIFT-Based Mid-Level Representations. CIARP 2018: 109-116 - [c19]Colin Leverger, Régis Marguerie, Vincent Lemaire, Thomas Guyet, Simon Malinowski:
PerForecast : un outil de prévision de l'évolution de séries temporelles pour le planning capacitaire. EGC 2018: 455-458 - [c18]Ricardo C. Sperandio, Simon Malinowski, Laurent Amsaleg, Romain Tavenard:
Time Series Retrieval Using DTW-Preserving Shapelets. SISAP 2018: 257-270 - [i5]James Large, Anthony J. Bagnall, Simon Malinowski, Romain Tavenard:
From BOP to BOSS and Beyond: Time Series Classification with Dictionary Based Classifiers. CoRR abs/1809.06751 (2018) - [i4]Colin Leverger, Vincent Lemaire, Simon Malinowski, Thomas Guyet, Laurence Rozé:
Day-ahead time series forecasting: application to capacity planning. CoRR abs/1811.02215 (2018) - 2017
- [j9]Racha Khelif, Brigitte Chebel-Morello, Simon Malinowski, Emna Laajili, Farhat Fnaiech, Noureddine Zerhouni:
Direct Remaining Useful Life Estimation Based on Support Vector Regression. IEEE Trans. Ind. Electron. 64(3): 2276-2285 (2017) - [c17]Arnaud Lods, Simon Malinowski, Romain Tavenard, Laurent Amsaleg:
Learning DTW-Preserving Shapelets. IDA 2017: 198-209 - [c16]Romain Tavenard, Simon Malinowski, Laetitia Chapel, Adeline Bailly, Heider Sanchez, Benjamin Bustos:
Efficient Temporal Kernels Between Feature Sets for Time Series Classification. ECML/PKDD (2) 2017: 528-543 - 2016
- [j8]Brigitte Chebel-Morello, Simon Malinowski, Hafida Senoussi:
Feature selection for fault detection systems: application to the Tennessee Eastman process. Appl. Intell. 44(1): 111-122 (2016) - [c15]Romain Tavenard, Simon Malinowski:
Cost-Aware Early Classification of Time Series. ECML/PKDD (1) 2016: 632-647 - [i3]Adeline Bailly, Simon Malinowski, Romain Tavenard, Thomas Guyet, Laetitia Chapel:
Dense Bag-of-Temporal-SIFT-Words for Time Series Classification. CoRR abs/1601.01799 (2016) - 2015
- [j7]Angelos K. Marnerides, Simon Malinowski, Ricardo Morla, Hyong S. Kim:
Fault diagnosis in DSL networks using support vector machines. Comput. Commun. 62: 72-84 (2015) - [j6]Simon Malinowski, Brigitte Chebel-Morello, Noureddine Zerhouni:
Remaining useful life estimation based on discriminating shapelet extraction. Reliab. Eng. Syst. Saf. 142: 279-288 (2015) - [j5]Thomas Guyet, Simon Malinowski, Mohand Cherif Benyounès:
Extraction des zones cohérentes par l'analyse spatio-temporelle d'images de télédétection. Rev. Int. Géomatique 25(4): 473-494 (2015) - [c14]Adeline Bailly, Simon Malinowski, Romain Tavenard, Laetitia Chapel, Thomas Guyet:
Dense Bag-of-Temporal-SIFT-Words for Time Series Classification. AALTD@PKDD/ECML (Revised Selected Papers) 2015: 17-30 - [c13]Adeline Bailly, Simon Malinowski, Romain Tavenard, Thomas Guyet, Lætitia Chapel:
Bag-of-Temporal-SIFT-Words for Time Series Classification. AALTD@PKDD/ECML 2015 - [c12]Corentin Hardy, Laurent Amsaleg, Guillaume Gravier, Simon Malinowski, René Quiniou:
Sequential Pattern Mining on Multimedia Data. AALTD@PKDD/ECML 2015 - 2014
- [c11]Simon Malinowski, Brigitte Chebel-Morello, Noureddine Zerhouni:
Shapelet-based remaining useful life estimation. CASE 2014: 794-799 - [c10]Simon Malinowski, Thomas Guyet, René Quiniou, Romain Tavenard:
1d-SAX : une nouvelle représentation symbolique pour les séries temporelles. EGC 2014: 203-208 - [c9]Racha Khelif, Simon Malinowski, Brigitte Chebel-Morello, Noureddine Zerhouni:
RUL prediction based on a new similarity-instance based approach. ISIE 2014: 2463-2468 - [i2]Hadi Fanaee-T, Márcia D. B. Oliveira, João Gama, Simon Malinowski, Ricardo Morla:
Event and Anomaly Detection Using Tucker3 Decomposition. CoRR abs/1406.3266 (2014) - 2013
- [c8]Simon Malinowski, Thomas Guyet, René Quiniou, Romain Tavenard:
1d-SAX: A Novel Symbolic Representation for Time Series. IDA 2013: 273-284 - [c7]Angelos K. Marnerides, Simon Malinowski, Ricardo Morla, Miguel R. D. Rodrigues, Hyong S. Kim:
On the comprehension of DSL SyncTrap events in IPTV networks. ISCC 2013: 670-675 - 2012
- [c6]Simon Malinowski, Ricardo Morla:
A Single Pass Trellis-Based Algorithm for Clustering Evolving Data Streams. DaWaK 2012: 315-326 - [c5]Angelos K. Marnerides, Simon Malinowski, Ricardo Morla, Miguel R. D. Rodrigues, Hyong S. Kim:
Towards the improvement of diagnostic metrics Fault diagnosis for DSL-Based IPTV networks using the Rényi entropy. GLOBECOM 2012: 2779-2784
2000 – 2009
- 2009
- [j4]Simon Malinowski, Hervé Jégou, Christine Guillemot:
Computation of posterior marginals on aggregated state models for soft source decoding. IEEE Trans. Commun. 57(4): 888-892 (2009) - [j3]Simon Malinowski, Xavier Artigas, Christine Guillemot, Luis Torres:
Distributed coding using punctured quasi-arithmetic codes for memory and memoryless sources. IEEE Trans. Signal Process. 57(10): 4154-4158 (2009) - [c4]Simon Malinowski, Xavier Artigas, Christine Guillemot, Luis Torres:
Distributed coding using punctured quasi-arithmetic codes for memory and memoryless sources. PCS 2009: 1-4 - 2008
- [b1]Simon Malinowski:
Codes joints source-canal pour transmission robuste sur canaux mobiles. (Joint source-channel codes for robust transmission on mobile channels). University of Rennes 1, France, 2008 - [j2]Simon Malinowski, Hervé Jégou, Christine Guillemot:
Error Recovery Properties and Soft Decoding of Quasi-Arithmetic Codes. EURASIP J. Adv. Signal Process. 2008 (2008) - [c3]Xavier Artigas, Simon Malinowski, Christine Guillemot, Luis Torres:
Overlapped arithmetic codes with memory. EUSIPCO 2008: 1-5 - 2007
- [j1]Simon Malinowski, Hervé Jégou, Christine Guillemot:
Synchronization Recovery and State Model Reduction for Soft Decoding of Variable Length Codes. IEEE Trans. Inf. Theory 53(1): 368-377 (2007) - [c2]Xavier Artigas, Simon Malinowski, Christine Guillemot, Luis Torres:
Overlapped Quasi-Arithmetic Codes for Distributed Video Coding. ICIP (2) 2007: 9-12 - 2006
- [c1]Simon Malinowski, Hervé Jégou, Christine Guillemot:
Error recovery properties of quasi-arithmetic codes and soft decoding with length constraint. ISIT 2006: 2338-2342 - [i1]Simon Malinowski, Hervé Jégou, Christine Guillemot:
Synchronization recovery and state model reduction for soft decoding of variable length codes. CoRR abs/cs/0612059 (2006)
Coauthor Index
aka: Zenilton Kleber G. do Patrocínio Jr.
aka: Zenilton K. G. do Patrocínio
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