Simon Malinowski

66 papers B 9C 5Journal 24Unranked 20
YearRankTypeTitle / Venue / Authors
2026 — ed.
Advanced Analytics and Learning on Temporal Data - 10th ECML PKDD Workshop, AALTD 2025, Porto, Portugal, September 19, 2025, Revised Selected Papers
AALTD@ECML/PKDD
Vincent Lemaire, Georgiana Ifrim, Anthony J. Bagnall, Simon Malinowski, Patrick Schäfer, Romain Tavenard
2026 J jnl
Solar radiation times-series forecasting in southern Brazil: A comprehensive analysis.
Ecol. Informatics
Ricardo H. G. Furiati, Filipe Sacchetto, Simon Malinowski, Zenilton Kleber Gonçalves do Patrocínio Jr., Felipe D. da Cunha, Cristiana Brasil Maia, Silvio Jamil Ferzoli Guimarães
2025 — ed.
Advanced Analytics and Learning on Temporal Data - 9th ECML PKDD Workshop, AALTD 2024, Vilnius, Lithuania, September 9-13, 2024, Revised Selected Papers
AALTD@ECML/PKDD
Vincent Lemaire, Georgiana Ifrim, Anthony J. Bagnall, Thomas Guyet, Simon Malinowski, Patrick Schäfer, Romain Tavenard
2025 — conf
Commercial Speed Impact Factors Identification for a Public Urban Bus Transport Network.
ITSC
Erwan Vincent, Zoltán Miklós, Simon Malinowski
2025 J jnl
Decreasing graph complexity with transitive reduction to improve temporal graph classification.
Int. J. Data Sci. Anal.
Carolina Jerônimo, Zenilton Kleber Gonçalves do Patrocínio Jr., Simon Malinowski, Guillaume Gravier, Silvio Jamil Ferzoli Guimarães
2023 B conf
A Novel Method for Temporal Graph Classification based on Transitive Reduction.
DSAA
Carolina Stephanie Jerônimo de Almeida, Zenilton K. G. do Patrocínio, Simon Malinowski, Silvio Jamil Ferzoli Guimarães, Guillaume Gravier
2023 — ed.
Advanced Analytics and Learning on Temporal Data - 7th ECML PKDD Workshop, AALTD 2022, Grenoble, France, September 19-23, 2022, Revised Selected Papers
AALTD@ECML/PKDD
Thomas Guyet, Georgiana Ifrim, Simon Malinowski, Anthony J. Bagnall, Patrick Schäfer, Vincent Lemaire
2023 — ed.
Advanced Analytics and Learning on Temporal Data - 8th ECML PKDD Workshop, AALTD 2023, Turin, Italy, September 18-22, 2023, Revised Selected Papers
AALTD@ECML/PKDD
Georgiana Ifrim, Romain Tavenard, Anthony J. Bagnall, Patrick Schäfer, Simon Malinowski, Thomas Guyet, Vincent Lemaire
2023 C conf
Filtering Safe Temporal Motifs in Dynamic Graphs for Dissemination Purposes.
CIARP
Carolina Jerônimo, Simon Malinowski, Zenilton Kleber G. do Patrocínio Jr., Guillaume Gravier, Silvio Jamil Ferzoli Guimarães
2023 J jnl
Graph-based image gradients aggregated with random forests.
Pattern Recognit. Lett.
Raquel Almeida, Ewa Kijak, Simon Malinowski, Zenilton Kleber G. do Patrocínio Jr., Arnaldo de Albuquerque Araújo, Silvio Jamil Ferzoli Guimarães
2023 — conf
Human Activity Segmentation Challenge @ ECML/PKDD'23.
AALTD@ECML/PKDD
Arik Ermshaus, Patrick Schäfer, Anthony J. Bagnall, Thomas Guyet, Georgiana Ifrim, Vincent Lemaire, Ulf Leser, Colin Leverger, Simon Malinowski
2023 J jnl
MAAIP: Multi-Agent Adversarial Interaction Priors for imitation from fighting demonstrations for physics-based characters.
CoRR
Mohamed Younes, Ewa Kijak, Richard Kulpa, Simon Malinowski, Franck Multon
2023 J jnl
MAAIP: Multi-Agent Adversarial Interaction Priors for imitation from fighting demonstrations for physics-based characters.
Proc. ACM Comput. Graph. Interact. Tech.
Mohamed Younes, Ewa Kijak, Richard Kulpa, Simon Malinowski, Franck Multon
2023 J jnl
Minimum Recall-Based Loss Function for Imbalanced Time Series Classification.
IEEE Trans. Knowl. Data Eng.
Josu Ircio, Aizea Lojo, Usue Mori, Simon Malinowski, José Antonio Lozano
2022 — conf
AIP: Adversarial Interaction Priors for Multi-Agent Physics-based Character Control.
SIGGRAPH Asia Posters
Mohamed Younes, Ewa Kijak, Simon Malinowski, Richard Kulpa, Franck Multon
2022 — conf
Désagrégation temporelle du cumul annuel de croissance de l'herbe.
EGC
Laurent Spillemaecker, Thomas Guyet, Simon Malinowski, Anne-Isabelle Graux
2022 J jnl
Impact of Data Cleansing for Urban Bus Commercial Speed Prediction.
SN Comput. Sci.
Gauthier Lyan, David Gross-Amblard, Jean-Marc Jézéquel, Simon Malinowski
2022 — conf
Prédiction du niveau de nappes phréatiques : comparaison d'approches locale, globale et hybride.
EGC
Lola Beuchée, Thomas Guyet, Simon Malinowski
2022 — conf
Temporal Disaggregation of the Cumulative Grass Growth.
ICPRAI (2)
Thomas Guyet, Laurent Spillemaecker, Simon Malinowski, Anne-Isabelle Graux
2022 J jnl
Temporal Disaggregation of the Cumulative Grass Growth.
CoRR
Thomas Guyet, Laurent Spillemaecker, Simon Malinowski, Anne-Isabelle Graux
2021 — ed.
Advanced Analytics and Learning on Temporal Data - 6th ECML PKDD Workshop, AALTD 2021, Bilbao, Spain, September 13, 2021, Revised Selected Papers
AALTD@ECML/PKDD
Vincent Lemaire, Simon Malinowski, Anthony J. Bagnall, Thomas Guyet, Romain Tavenard, Georgiana Ifrim
2021 — conf
Descriptive Image Gradient from Edge-Weighted Image Graph and Random Forests.
SIBGRAPI
Raquel Almeida, Zenilton Kleber Gonçalves do Patrocínio Jr., Arnaldo de Albuquerque Araújo, Ewa Kijak, Simon Malinowski, Silvio Jamil Ferzoli Guimarães
2020 — ed.
Advanced Analytics and Learning on Temporal Data - 4th ECML PKDD Workshop, AALTD 2019, Würzburg, Germany, September 20, 2019, Revised Selected Papers
AALTD@PKDD/ECML
Vincent Lemaire, Simon Malinowski, Anthony J. Bagnall, Alexis Bondu, Thomas Guyet, Romain Tavenard
2020 — ed.
Advanced Analytics and Learning on Temporal Data - 5th ECML PKDD Workshop, AALTD 2020, Ghent, Belgium, September 18, 2020, Revised Selected Papers
AALTD@PKDD/ECML
Vincent Lemaire, Simon Malinowski, Anthony J. Bagnall, Thomas Guyet, Romain Tavenard, Georgiana Ifrim
2020 B conf
Adversarial Regularization for Explainable-by-Design Time Series Classification.
ICTAI
Yichang Wang, Rémi Emonet, Élisa Fromont, Simon Malinowski, Romain Tavenard
2019 C conf
BRIEF-Based Mid-Level Representations for Time Series Classification.
CIARP
Renato Augusto de Souza, Raquel Almeida, Roberto Miranda, Zenilton Kleber G. do Patrocínio Jr., Simon Malinowski, Silvio Jamil Ferzoli Guimarães
2019 B conf
Combining convolutional side-outputs for road image segmentation.
IJCNN
Felipe A. L. Reis, Raquel Almeida, Ewa Kijak, Simon Malinowski, Silvio Jamil Ferzoli Guimarães, Zenilton K. G. do Patrocínio
2019 J jnl
Learning Interpretable Shapelets for Time Series Classification through Adversarial Regularization.
CoRR
Yichang Wang, Rémi Emonet, Élisa Fromont, Simon Malinowski, Etienne Menager, Loïc Mosser, Romain Tavenard
2019 — conf
Localized Random Shapelets.
AALTD@PKDD/ECML
Maël Guillemé, Simon Malinowski, Romain Tavenard, Xavier Renard
2019 J jnl
On time series classification with dictionary-based classifiers.
Intell. Data Anal.
James Large, Anthony J. Bagnall, Simon Malinowski, Romain Tavenard
2019 — conf
Toward a Framework for Seasonal Time Series Forecasting Using Clustering.
IDEAL (1)
Colin Leverger, Simon Malinowski, Thomas Guyet, Vincent Lemaire, Alexis Bondu, Alexandre Termier
2018 J jnl
Day-ahead time series forecasting: application to capacity planning.
CoRR
Colin Leverger, Vincent Lemaire, Simon Malinowski, Thomas Guyet, Laurence Rozé
2018 C conf
Evaluation of Bag-of-Word Performance for Time Series Classification Using Discriminative SIFT-Based Mid-Level Representations.
CIARP
Raquel Almeida, Hugo Herlanin, Zenilton Kleber G. do Patrocínio Jr., Simon Malinowski, Silvio Jamil Ferzoli Guimarães
2018 J jnl
From BOP to BOSS and Beyond: Time Series Classification with Dictionary Based Classifiers.
CoRR
James Large, Anthony J. Bagnall, Simon Malinowski, Romain Tavenard
2018 — conf
PerForecast : un outil de prévision de l'évolution de séries temporelles pour le planning capacitaire.
EGC
Colin Leverger, Régis Marguerie, Vincent Lemaire, Thomas Guyet, Simon Malinowski
2018 B conf
Time Series Retrieval Using DTW-Preserving Shapelets.
SISAP
Ricardo C. Sperandio, Simon Malinowski, Laurent Amsaleg, Romain Tavenard
2017 J jnl
Direct Remaining Useful Life Estimation Based on Support Vector Regression.
IEEE Trans. Ind. Electron.
Racha Khelif, Brigitte Chebel-Morello, Simon Malinowski, Emna Laajili, Farhat Fnaiech, Noureddine Zerhouni
2017 — conf
Efficient Temporal Kernels Between Feature Sets for Time Series Classification.
ECML/PKDD (2)
Romain Tavenard, Simon Malinowski, Laetitia Chapel, Adeline Bailly, Heider Sanchez, Benjamin Bustos
2017 B conf
Learning DTW-Preserving Shapelets.
IDA
Arnaud Lods, Simon Malinowski, Romain Tavenard, Laurent Amsaleg
2016 — conf
Cost-Aware Early Classification of Time Series.
ECML/PKDD (1)
Romain Tavenard, Simon Malinowski
2016 J jnl
Dense Bag-of-Temporal-SIFT-Words for Time Series Classification.
CoRR
Adeline Bailly, Simon Malinowski, Romain Tavenard, Thomas Guyet, Laetitia Chapel
2016 J jnl
Feature selection for fault detection systems: application to the Tennessee Eastman process.
Appl. Intell.
Brigitte Chebel-Morello, Simon Malinowski, Hafida Senoussi
2015 — conf
Bag-of-Temporal-SIFT-Words for Time Series Classification.
AALTD@PKDD/ECML
Adeline Bailly, Simon Malinowski, Romain Tavenard, Thomas Guyet, Lætitia Chapel
2015 — conf
Dense Bag-of-Temporal-SIFT-Words for Time Series Classification.
AALTD@PKDD/ECML (Revised Selected Papers)
Adeline Bailly, Simon Malinowski, Romain Tavenard, Laetitia Chapel, Thomas Guyet
2015 J jnl
Extraction des zones cohérentes par l'analyse spatio-temporelle d'images de télédétection.
Rev. Int. Géomatique
Thomas Guyet, Simon Malinowski, Mohand Cherif Benyounès
2015 J jnl
Fault diagnosis in DSL networks using support vector machines.
Comput. Commun.
Angelos K. Marnerides, Simon Malinowski, Ricardo Morla, Hyong S. Kim
2015 J jnl
Remaining useful life estimation based on discriminating shapelet extraction.
Reliab. Eng. Syst. Saf.
Simon Malinowski, Brigitte Chebel-Morello, Noureddine Zerhouni
2015 — conf
Sequential Pattern Mining on Multimedia Data.
AALTD@PKDD/ECML
Corentin Hardy, Laurent Amsaleg, Guillaume Gravier, Simon Malinowski, René Quiniou
2014 — conf
1d-SAX : une nouvelle représentation symbolique pour les séries temporelles.
EGC
Simon Malinowski, Thomas Guyet, René Quiniou, Romain Tavenard
2014 J jnl
Event and Anomaly Detection Using Tucker3 Decomposition.
CoRR
Hadi Fanaee-T, Márcia D. B. Oliveira, João Gama, Simon Malinowski, Ricardo Morla
2014 — conf
RUL prediction based on a new similarity-instance based approach.
ISIE
Racha Khelif, Simon Malinowski, Brigitte Chebel-Morello, Noureddine Zerhouni
2014 — conf
Shapelet-based remaining useful life estimation.
CASE
Simon Malinowski, Brigitte Chebel-Morello, Noureddine Zerhouni
2013 B conf
1d-SAX: A Novel Symbolic Representation for Time Series.
IDA
Simon Malinowski, Thomas Guyet, René Quiniou, Romain Tavenard
2013 C conf
On the comprehension of DSL SyncTrap events in IPTV networks.
ISCC
Angelos K. Marnerides, Simon Malinowski, Ricardo Morla, Miguel R. D. Rodrigues, Hyong S. Kim
2012 B conf
A Single Pass Trellis-Based Algorithm for Clustering Evolving Data Streams.
DaWaK
Simon Malinowski, Ricardo Morla
2012 B conf
Towards the improvement of diagnostic metrics Fault diagnosis for DSL-Based IPTV networks using the Rényi entropy.
GLOBECOM
Angelos K. Marnerides, Simon Malinowski, Ricardo Morla, Miguel R. D. Rodrigues, Hyong S. Kim
2009 J jnl
Computation of posterior marginals on aggregated state models for soft source decoding.
IEEE Trans. Commun.
Simon Malinowski, Hervé Jégou, Christine Guillemot
2009 C conf
Distributed coding using punctured quasi-arithmetic codes for memory and memoryless sources.
PCS
Simon Malinowski, Xavier Artigas, Christine Guillemot, Luis Torres
2009 J jnl
Distributed coding using punctured quasi-arithmetic codes for memory and memoryless sources.
IEEE Trans. Signal Process.
Simon Malinowski, Xavier Artigas, Christine Guillemot, Luis Torres
2008 — —
Codes joints source-canal pour transmission robuste sur canaux mobiles. (Joint source-channel codes for robust transmission on mobile channels).
Simon Malinowski
2008 J jnl
Error Recovery Properties and Soft Decoding of Quasi-Arithmetic Codes.
EURASIP J. Adv. Signal Process.
Simon Malinowski, Hervé Jégou, Christine Guillemot
2008 — conf
Overlapped arithmetic codes with memory.
EUSIPCO
Xavier Artigas, Simon Malinowski, Christine Guillemot, Luis Torres
2007 — conf
Overlapped Quasi-Arithmetic Codes for Distributed Video Coding.
ICIP (2)
Xavier Artigas, Simon Malinowski, Christine Guillemot, Luis Torres
2007 J jnl
Synchronization Recovery and State Model Reduction for Soft Decoding of Variable Length Codes.
IEEE Trans. Inf. Theory
Simon Malinowski, Hervé Jégou, Christine Guillemot
2006 B conf
Error recovery properties of quasi-arithmetic codes and soft decoding with length constraint.
ISIT
Simon Malinowski, Hervé Jégou, Christine Guillemot
2006 J jnl
Synchronization recovery and state model reduction for soft decoding of variable length codes
CoRR
Simon Malinowski, Hervé Jégou, Christine Guillemot