Simon Malinowski

Computer Science · Physical Sciences

16h-index2.0kcitations86works0.32yr avg
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Research Topics

Time Series Analysis and Forecasting(29), Algorithms and Data Compression(12), Music and Audio Processing(12), Error Correcting Code Techniques(12), Anomaly Detection Techniques and Applications(10)

Publications86 total

Review of: "Undefinable True Target Learning: Towards Learning with Democratic Supervision"
2026Open Access
Decreasing graph complexity with transitive reduction to improve temporal graph classification
International Journal of Data Science and Analytics·2024Open Access
Predicting COVID-19 cases in Belo Horizonte—Brazil taking into account mobility and vaccination issues
PLoS ONE·2024· 1 citedOpen Access
Filtering Safe Temporal Motifs in Dynamic Graphs for Dissemination Purposes
Lecture notes in computer science·2023
Learning on graphs and hierarchies
2023Open Access
MAAIP: Multi-Agent Adversarial Interaction Priors for imitation from fighting demonstrations for physics-based characters
arXiv (Cornell University)·2023Open Access
A Novel Method for Temporal Graph Classification based on Transitive Reduction
2023· 1 citedOpen Access
MAAIP
Proceedings of the ACM on Computer Graphics and Interactive Techniques·2023· 5 cited
Minimum Recall-Based Loss Function for Imbalanced Time Series Classification
IEEE Transactions on Knowledge and Data Engineering·2023· 9 cited
Probabilistic Forecasting of Seasonal Time Series
Contributions to statistics·2023· 1 cited
Advanced Analytics and Learning on Temporal Data
Lecture notes in computer science·2023· 2 citedOpen Access
Human Activity Segmentation Challenge @ ECML/PKDD’23
Lecture notes in computer science·2023· 4 cited
Prédiction du niveau de nappes phréatiques : comparaison d'approches locale, globale et hybride
SPIRE - Sciences Po Institutional REpository·2022Open Access
Désagrégation temporelle du cumul annuel de croissance de l'herbe
SPIRE - Sciences Po Institutional REpository·2022Open Access
Temporal Disaggregation of the Cumulative Grass Growth
Lecture notes in computer science·2022Open Access
Impact of Data Cleansing for Urban Bus Commercial Speed Prediction
SN Computer Science·2021· 4 cited
Descriptive Image Gradient from Edge-Weighted Image Graph and Random Forests
2021· 1 cited
Probabilistic forecasting of seasonal time series Combining clustering and classification for forecasting
HAL (Le Centre pour la Communication Scientifique Directe)·2021Open Access
Advanced Analytics and Learning on Temporal Data
Lecture notes in computer science·2021· 14 cited
Adversarial Regularization for Explainable-by-Design Time Series Classification
2020· 4 citedOpen Access
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Frequent Co-authors

Romain Tavenard(16), Thomas Guyet(12), Christine Guillemot(12), Anthony Bagnall(7), Hervé Jeǵou(6), Brigitte Chebel‐Morello(5), Vincent Lemaire(5), Ricardo Morla(5), Noureddine Zerhouni(4), L. Torres(4), Colin Leverger(4), Racha Khelif(3), Xavi Artigas(3), Adeline Bailly(3), Laëtitia Chapel(3), Rémi Emonet(3), Georgiana Ifrim(3), Angelos K. Marnerides(3), Vincent Lemaire(3), Alexis Bondu(3)