Simon Malinowski

According to our database, Simon Malinowski authored at least 51 papers between 2006 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Minimum Recall-Based Loss Function for Imbalanced Time Series Classification.

Josu Ircio, Aizea Lojo, Usue Mori, Simon Malinowski, José Antonio Lozano

IEEE Trans. Knowl. Data Eng., October, 2023

MAAIP: Multi-Agent Adversarial Interaction Priors for imitation from fighting demonstrations for physics-based characters.

Mohamed Younes, Ewa Kijak, Richard Kulpa, Simon Malinowski, Franck Multon

Proc. ACM Comput. Graph. Interact. Tech., August, 2023

Graph-based image gradients aggregated with random forests.

Raquel Almeida, Ewa Kijak, Simon Malinowski, Zenilton Kleber G. do Patrocínio Jr., Arnaldo de Albuquerque Araújo, Silvio Jamil Ferzoli Guimarães

Pattern Recognit. Lett., February, 2023

A Novel Method for Temporal Graph Classification based on Transitive Reduction.

Carolina Stephanie Jerônimo de Almeida, Zenilton K. G. do Patrocínio, Simon Malinowski, Silvio Jamil Ferzoli Guimarães, Guillaume Gravier

Proceedings of the 10th IEEE International Conference on Data Science and Advanced Analytics, 2023

Filtering Safe Temporal Motifs in Dynamic Graphs for Dissemination Purposes.

Carolina Jerônimo, Simon Malinowski, Zenilton Kleber G. do Patrocínio Jr., Guillaume Gravier, Silvio Jamil Ferzoli Guimarães

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2023

Human Activity Segmentation Challenge @ ECML/PKDD'23.

Arik Ermshaus, Patrick Schäfer, Anthony J. Bagnall, Thomas Guyet, Georgiana Ifrim, Vincent Lemaire, Ulf Leser, Colin Leverger, Simon Malinowski

Proceedings of the Advanced Analytics and Learning on Temporal Data, 2023

2022

Impact of Data Cleansing for Urban Bus Commercial Speed Prediction.

Gauthier Lyan, David Gross-Amblard, Jean-Marc Jézéquel, Simon Malinowski

SN Comput. Sci., 2022

AIP: Adversarial Interaction Priors for Multi-Agent Physics-based Character Control.

Mohamed Younes, Ewa Kijak, Simon Malinowski, Richard Kulpa, Franck Multon

Proceedings of the SIGGRAPH Asia 2022 Posters, 2022

Temporal Disaggregation of the Cumulative Grass Growth.

Thomas Guyet, Laurent Spillemaecker, Simon Malinowski, Anne-Isabelle Graux

Proceedings of the Pattern Recognition and Artificial Intelligence, 2022

Désagrégation temporelle du cumul annuel de croissance de l'herbe.

Laurent Spillemaecker, Thomas Guyet, Simon Malinowski, Anne-Isabelle Graux

Proceedings of the Extraction et Gestion des Connaissances, 2022

Prédiction du niveau de nappes phréatiques : comparaison d'approches locale, globale et hybride.

Lola Beuchée, Thomas Guyet, Simon Malinowski

Proceedings of the Extraction et Gestion des Connaissances, 2022

2021

Descriptive Image Gradient from Edge-Weighted Image Graph and Random Forests.

Raquel Almeida, Zenilton Kleber Gonçalves do Patrocínio Jr., Arnaldo de Albuquerque Araújo, Ewa Kijak, Simon Malinowski, Silvio Jamil Ferzoli Guimarães

Proceedings of the 34th SIBGRAPI Conference on Graphics, Patterns and Images, 2021

2020

Adversarial Regularization for Explainable-by-Design Time Series Classification.

Yichang Wang, Rémi Emonet, Élisa Fromont, Simon Malinowski, Romain Tavenard

Proceedings of the 32nd IEEE International Conference on Tools with Artificial Intelligence, 2020

2019

On time series classification with dictionary-based classifiers.

James Large, Anthony J. Bagnall, Simon Malinowski, Romain Tavenard

Intell. Data Anal., 2019

Learning Interpretable Shapelets for Time Series Classification through Adversarial Regularization.

Yichang Wang, Rémi Emonet, Élisa Fromont, Simon Malinowski, Etienne Menager, Loïc Mosser, Romain Tavenard

CoRR, 2019

Localized Random Shapelets.

Maël Guillemé, Simon Malinowski, Romain Tavenard, Xavier Renard

Proceedings of the Advanced Analytics and Learning on Temporal Data, 2019

Combining convolutional side-outputs for road image segmentation.

Felipe A. L. Reis, Raquel Almeida, Ewa Kijak, Simon Malinowski, Silvio Jamil Ferzoli Guimarães, Zenilton K. G. do Patrocínio

Proceedings of the International Joint Conference on Neural Networks, 2019

Toward a Framework for Seasonal Time Series Forecasting Using Clustering.

Colin Leverger, Simon Malinowski, Thomas Guyet, Vincent Lemaire, Alexis Bondu, Alexandre Termier

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2019, 2019

BRIEF-Based Mid-Level Representations for Time Series Classification.

Renato Augusto de Souza, Raquel Almeida, Roberto Miranda, Zenilton Kleber G. do Patrocínio Jr., Simon Malinowski, Silvio Jamil Ferzoli Guimarães

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2019

2018

Day-ahead time series forecasting: application to capacity planning.

Colin Leverger, Vincent Lemaire, Simon Malinowski, Thomas Guyet, Laurence Rozé

CoRR, 2018

From BOP to BOSS and Beyond: Time Series Classification with Dictionary Based Classifiers.

James Large, Anthony J. Bagnall, Simon Malinowski, Romain Tavenard

CoRR, 2018

Time Series Retrieval Using DTW-Preserving Shapelets.

Ricardo C. Sperandio, Simon Malinowski, Laurent Amsaleg, Romain Tavenard

Proceedings of the Similarity Search and Applications - 11th International Conference, 2018

PerForecast : un outil de prévision de l'évolution de séries temporelles pour le planning capacitaire.

Colin Leverger, Régis Marguerie, Vincent Lemaire, Thomas Guyet, Simon Malinowski

Proceedings of the Extraction et Gestion des Connaissances, 2018

Evaluation of Bag-of-Word Performance for Time Series Classification Using Discriminative SIFT-Based Mid-Level Representations.

Raquel Almeida, Hugo Herlanin, Zenilton Kleber G. do Patrocínio Jr., Simon Malinowski, Silvio Jamil Ferzoli Guimarães

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2018

2017

Direct Remaining Useful Life Estimation Based on Support Vector Regression.

Racha Khelif, Brigitte Chebel-Morello, Simon Malinowski, Emna Laajili, Farhat Fnaiech, Noureddine Zerhouni

IEEE Trans. Ind. Electron., 2017

Efficient Temporal Kernels Between Feature Sets for Time Series Classification.

Romain Tavenard, Simon Malinowski, Laetitia Chapel, Adeline Bailly, Heider Sanchez, Benjamin Bustos

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

Learning DTW-Preserving Shapelets.

Arnaud Lods, Simon Malinowski, Romain Tavenard, Laurent Amsaleg

Proceedings of the Advances in Intelligent Data Analysis XVI, 2017

2016

Feature selection for fault detection systems: application to the Tennessee Eastman process.

Brigitte Chebel-Morello, Simon Malinowski, Hafida Senoussi

Appl. Intell., 2016

Cost-Aware Early Classification of Time Series.

Romain Tavenard, Simon Malinowski

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

2015

Extraction des zones cohérentes par l'analyse spatio-temporelle d'images de télédétection.

Thomas Guyet, Simon Malinowski, Mohand Cherif Benyounès

Rev. Int. Géomatique, 2015

Remaining useful life estimation based on discriminating shapelet extraction.

Simon Malinowski, Brigitte Chebel-Morello, Noureddine Zerhouni

Reliab. Eng. Syst. Saf., 2015

Fault diagnosis in DSL networks using support vector machines.

Angelos K. Marnerides, Simon Malinowski, Ricardo Morla, Hyong S. Kim

Comput. Commun., 2015

Sequential Pattern Mining on Multimedia Data.

Corentin Hardy, Laurent Amsaleg, Guillaume Gravier, Simon Malinowski, René Quiniou

Proceedings of the 1st International Workshop on Advanced Analytics and Learning on Temporal Data, 2015

Bag-of-Temporal-SIFT-Words for Time Series Classification.

Adeline Bailly, Simon Malinowski, Romain Tavenard, Thomas Guyet, Lætitia Chapel

Proceedings of the 1st International Workshop on Advanced Analytics and Learning on Temporal Data, 2015

Dense Bag-of-Temporal-SIFT-Words for Time Series Classification.

Adeline Bailly, Simon Malinowski, Romain Tavenard, Laetitia Chapel, Thomas Guyet

Proceedings of the Advanced Analysis and Learning on Temporal Data, 2015

2014

Event and Anomaly Detection Using Tucker3 Decomposition.

Hadi Fanaee-T, Márcia D. B. Oliveira, João Gama, Simon Malinowski, Ricardo Morla

CoRR, 2014

RUL prediction based on a new similarity-instance based approach.

Racha Khelif, Simon Malinowski, Brigitte Chebel-Morello, Noureddine Zerhouni

Proceedings of the 23rd IEEE International Symposium on Industrial Electronics, 2014

1d-SAX : une nouvelle représentation symbolique pour les séries temporelles.

Simon Malinowski, Thomas Guyet, René Quiniou, Romain Tavenard

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

Shapelet-based remaining useful life estimation.

Simon Malinowski, Brigitte Chebel-Morello, Noureddine Zerhouni

Proceedings of the 2014 IEEE International Conference on Automation Science and Engineering, 2014

2013

On the comprehension of DSL SyncTrap events in IPTV networks.

Angelos K. Marnerides, Simon Malinowski, Ricardo Morla, Miguel R. D. Rodrigues, Hyong S. Kim

Proceedings of the 2013 IEEE Symposium on Computers and Communications, 2013

1d-SAX: A Novel Symbolic Representation for Time Series.

Simon Malinowski, Thomas Guyet, René Quiniou, Romain Tavenard

Proceedings of the Advances in Intelligent Data Analysis XII, 2013

2012

Towards the improvement of diagnostic metrics Fault diagnosis for DSL-Based IPTV networks using the Rényi entropy.

Angelos K. Marnerides, Simon Malinowski, Ricardo Morla, Miguel R. D. Rodrigues, Hyong S. Kim

Proceedings of the 2012 IEEE Global Communications Conference, 2012

A Single Pass Trellis-Based Algorithm for Clustering Evolving Data Streams.

Simon Malinowski, Ricardo Morla

Proceedings of the Data Warehousing and Knowledge Discovery, 2012

2009

Distributed coding using punctured quasi-arithmetic codes for memory and memoryless sources.

Simon Malinowski, Xavier Artigas, Christine Guillemot, Luis Torres

IEEE Trans. Signal Process., 2009

Computation of posterior marginals on aggregated state models for soft source decoding.

Simon Malinowski, Hervé Jégou, Christine Guillemot

IEEE Trans. Commun., 2009

2008

Codes joints source-canal pour transmission robuste sur canaux mobiles. (Joint source-channel codes for robust transmission on mobile channels).

Simon Malinowski

PhD thesis, 2008

Error Recovery Properties and Soft Decoding of Quasi-Arithmetic Codes.

Simon Malinowski, Hervé Jégou, Christine Guillemot

EURASIP J. Adv. Signal Process., 2008

Overlapped arithmetic codes with memory.

Xavier Artigas, Simon Malinowski, Christine Guillemot, Luis Torres

Proceedings of the 2008 16th European Signal Processing Conference, 2008

2007

Synchronization Recovery and State Model Reduction for Soft Decoding of Variable Length Codes.

Simon Malinowski, Hervé Jégou, Christine Guillemot

IEEE Trans. Inf. Theory, 2007

Overlapped Quasi-Arithmetic Codes for Distributed Video Coding.

Xavier Artigas, Simon Malinowski, Christine Guillemot, Luis Torres

Proceedings of the International Conference on Image Processing, 2007

2006

Error recovery properties of quasi-arithmetic codes and soft decoding with length constraint.

Simon Malinowski, Hervé Jégou, Christine Guillemot

Proceedings of the Proceedings 2006 IEEE International Symposium on Information Theory, 2006