Error recovery properties of quasi-arithmetic codes and soft decoding with length constraint. - Simon Malinowski; Hervé Jégou; Christine Guillemot (ISIT, 2006)

Overlapped Quasi-Arithmetic Codes for Distributed Video Coding. - Xavier Artigas; Simon Malinowski; Christine Guillemot; Luis Torres (ICIP (2), 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 arithmetic codes with memory. - Xavier Artigas; Simon Malinowski; Christine Guillemot; Luis Torres (EUSIPCO, 2008)

Error Recovery Properties and Soft Decoding of Quasi-Arithmetic Codes. - Simon Malinowski; Hervé Jégou; Christine Guillemot (EURASIP J. Adv. Signal Process., 2008)

Codes joints source-canal pour transmission robuste sur canaux mobiles. (Joint source-channel codes for robust transmission on mobile channels). - Simon Malinowski (2008)

Computation of posterior marginals on aggregated state models for soft source decoding. - Simon Malinowski; Hervé Jégou; Christine Guillemot (IEEE Trans. Commun., 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)

A Single Pass Trellis-Based Algorithm for Clustering Evolving Data Streams. - Simon Malinowski; Ricardo Morla (DaWaK, 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 001 (GLOBECOM, 2012)

1d-SAX: A Novel Symbolic Representation for Time Series. - Simon Malinowski; Thomas Guyet; René Quiniou; Romain Tavenard (IDA, 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 001 (ISCC, 2013)

Shapelet-based remaining useful life estimation. - Simon Malinowski; Brigitte Chebel-Morello; Noureddine Zerhouni (CASE, 2014)

1d-SAX : une nouvelle représentation symbolique pour les séries temporelles. - Simon Malinowski; Thomas Guyet; René Quiniou; Romain Tavenard (EGC, 2014)

RUL prediction based on a new similarity-instance based approach. - Racha Khelif; Simon Malinowski; Brigitte Chebel-Morello; Noureddine Zerhouni (ISIE, 2014)

Event and Anomaly Detection Using Tucker3 Decomposition. - Hadi Fanaee-T; Márcia D. B. Oliveira; João Gama 001; Simon Malinowski; Ricardo Morla (CoRR, 2014)

Dense Bag-of-Temporal-SIFT-Words for Time Series Classification. - Adeline Bailly; Simon Malinowski; Romain Tavenard; Laetitia Chapel; Thomas Guyet (AALTD@PKDD/ECML (Revised Selected Papers), 2015)

Bag-of-Temporal-SIFT-Words for Time Series Classification. - Adeline Bailly; Simon Malinowski; Romain Tavenard; Thomas Guyet; Lætitia Chapel (AALTD@PKDD/ECML, 2015)

Sequential Pattern Mining on Multimedia Data. - Corentin Hardy; Laurent Amsaleg; Guillaume Gravier; Simon Malinowski; René Quiniou (AALTD@PKDD/ECML, 2015)

Fault diagnosis in DSL networks using support vector machines. - Angelos K. Marnerides; Simon Malinowski; Ricardo Morla; Hyong S. Kim 001 (Comput. Commun., 2015)

Remaining useful life estimation based on discriminating shapelet extraction. - Simon Malinowski; Brigitte Chebel-Morello; Noureddine Zerhouni (Reliab. Eng. Syst. Saf., 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)

Cost-Aware Early Classification of Time Series. - Romain Tavenard; Simon Malinowski (ECML/PKDD (1), 2016)

Feature selection for fault detection systems: application to the Tennessee Eastman process. - Brigitte Chebel-Morello; Simon Malinowski; Hafida Senoussi (Appl. Intell., 2016)

Learning DTW-Preserving Shapelets. - Arnaud Lods; Simon Malinowski; Romain Tavenard; Laurent Amsaleg (IDA, 2017)

Efficient Temporal Kernels Between Feature Sets for Time Series Classification. - Romain Tavenard; Simon Malinowski; Laetitia Chapel; Adeline Bailly; Heider Sanchez; Benjamin Bustos (ECML/PKDD (2), 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)

Evaluation of Bag-of-Word Performance for Time Series Classification Using Discriminative SIFT-Based Mid-Level Representations. - Raquel Almeida 001; Hugo Herlanin; Zenilton Kleber G. do Patrocínio Jr.; Simon Malinowski; Silvio Jamil Ferzoli Guimarães (CIARP, 2018)

PerForecast : un outil de prévision de l'évolution de séries temporelles pour le planning capacitaire. - Colin Leverger; Régis Marguerie; Vincent Lemaire 001; Thomas Guyet; Simon Malinowski (EGC, 2018)

Time Series Retrieval Using DTW-Preserving Shapelets. - Ricardo C. Sperandio; Simon Malinowski; Laurent Amsaleg; Romain Tavenard (SISAP, 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)

Day-ahead time series forecasting: application to capacity planning. - Colin Leverger; Vincent Lemaire 001; Simon Malinowski; Thomas Guyet; Laurence Rozé (CoRR, 2018)

BRIEF-Based Mid-Level Representations for Time Series Classification. - Renato Augusto de Souza; Raquel Almeida 001; Roberto Miranda; Zenilton Kleber G. do Patrocínio Jr.; Simon Malinowski; Silvio Jamil Ferzoli Guimarães (CIARP, 2019)

Toward a Framework for Seasonal Time Series Forecasting Using Clustering. - Colin Leverger; Simon Malinowski; Thomas Guyet; Vincent Lemaire 001; Alexis Bondu; Alexandre Termier (IDEAL (1), 2019)

Combining convolutional side-outputs for road image segmentation. - Felipe A. L. Reis; Raquel Almeida 001; Ewa Kijak; Simon Malinowski; Silvio Jamil Ferzoli Guimarães; Zenilton K. G. do Patrocínio (IJCNN, 2019)

Localized Random Shapelets. - Maël Guillemé; Simon Malinowski; Romain Tavenard; Xavier Renard (AALTD@PKDD/ECML, 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)

On time series classification with dictionary-based classifiers. - James Large; Anthony J. Bagnall; Simon Malinowski; Romain Tavenard (Intell. Data Anal., 2019)

Adversarial Regularization for Explainable-by-Design Time Series Classification. - Yichang Wang; Rémi Emonet; Élisa Fromont; Simon Malinowski; Romain Tavenard (ICTAI, 2020)

Descriptive Image Gradient from Edge-Weighted Image Graph and Random Forests. - Raquel Almeida 001; Zenilton Kleber Gonçalves do Patrocínio Jr.; Arnaldo de Albuquerque Araújo; Ewa Kijak; Simon Malinowski; Silvio Jamil Ferzoli Guimarães (SIBGRAPI, 2021)

Prédiction du niveau de nappes phréatiques : comparaison d'approches locale, globale et hybride. - Lola Beuchée; Thomas Guyet; Simon Malinowski (EGC, 2022)

Désagrégation temporelle du cumul annuel de croissance de l'herbe. - Laurent Spillemaecker; Thomas Guyet; Simon Malinowski; Anne-Isabelle Graux (EGC, 2022)

Temporal Disaggregation of the Cumulative Grass Growth. - Thomas Guyet; Laurent Spillemaecker; Simon Malinowski; Anne-Isabelle Graux (ICPRAI (2), 2022)

AIP: Adversarial Interaction Priors for Multi-Agent Physics-based Character Control. - Mohamed Younes; Ewa Kijak; Simon Malinowski; Richard Kulpa; Franck Multon (SIGGRAPH Asia Posters, 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)

Human Activity Segmentation Challenge @ ECML/PKDD'23. - Arik Ermshaus; Patrick Schäfer 001; Anthony J. Bagnall; Thomas Guyet; Georgiana Ifrim; Vincent Lemaire 001; Ulf Leser; Colin Leverger; Simon Malinowski (AALTD@ECML/PKDD, 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 (CIARP, 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 (DSAA, 2023)

Graph-based image gradients aggregated with random forests. - Raquel Almeida 001; Ewa Kijak; Simon Malinowski; Zenilton Kleber G. do Patrocínio Jr.; Arnaldo de Albuquerque Araújo; Silvio Jamil Ferzoli Guimarães (Pattern Recognit. Lett., 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., 2023)

Minimum Recall-Based Loss Function for Imbalanced Time Series Classification. - Josu Ircio; Aizea Lojo; Usue Mori; Simon Malinowski; José Antonio Lozano 001 (IEEE Trans. Knowl. Data Eng., 2023)

Decreasing graph complexity with transitive reduction to improve temporal graph classification. - Carolina Jerônimo; Zenilton Kleber Gonçalves do Patrocínio Jr.; Simon Malinowski; Guillaume Gravier; Silvio Jamil Ferzoli Guimarães (Int. J. Data Sci. Anal., 2025)