InceptionTime: Finding AlexNet for Time Series Classification

InceptionTime: Finding AlexNet for Time Series Classification

11 September 2019

Hassan Ismail Fawaz

Germain Forestier

Charlotte Pelletier

Daniel F. Schmidt

Geoffrey I. Webb

Pierre-Alain Muller

Franccois Petitjean

Papers citing "InceptionTime: Finding AlexNet for Time Series Classification"

11 / 11 papers shown

Title
Lightweight Defense Against Adversarial Attacks in Time Series Classification Yi Han AAML 25 0 0 04 May 2025
Evaluation of (Un-)Supervised Machine Learning Methods for GNSS Interference Classification with Real-World Data Discrepancies Lucas Heublein N. Raichur Tobias Feigl Tobias Brieger Fin Heuer Lennart Asbach A. Rügamer Felix Ott 39 7 0 31 Mar 2025
Class-Dependent Perturbation Effects in Evaluating Time Series Attributions Gregor Baer Isel Grau Chao Zhang Pieter Van Gorp AAML 36 0 0 24 Feb 2025
$k$ -Graph: A Graph Embedding for Interpretable Time Series Clustering Paul Boniol Donato Tiano Angela Bonifati Themis Palpanas AI4TS 41 1 0 18 Feb 2025
Enhancing Visual Inspection Capability of Multi-Modal Large Language Models on Medical Time Series with Supportive Conformalized and Interpretable Small Specialized Models Huayu Li Xiwen Chen C. Zhang S. Quan William D.S. Killgore Shu-Fen Wung Chen X. Chen Geng Yuan Jin Lu Ao Li 28 0 0 28 Jan 2025
Converting Time Series Data to Numeric Representations Using Alphabetic Mapping and k-mer strategy Sarwan Ali Tamkanat E. Ali I. Khan Murray Patterson AI4TS 26 0 0 31 Dec 2024
Estimating the Number of HTTP/3 Responses in QUIC Using Deep Learning Barak Gahtan Robert J. Shahla R. Cohen A. Bronstein 37 0 0 08 Oct 2024
Explanation Space: A New Perspective into Time Series Interpretability Shahbaz Rezaei Xin Liu AI4TS 21 0 0 02 Sep 2024
Time series classification with random convolution kernels: pooling operators and input representations matter Mouhamadou Mansour Lo Gildas Morvan Mathieu Rossi Fabrice Morganti David Mercier AI4TS 19 0 0 02 Sep 2024
Combining Multi-Objective Bayesian Optimization with Reinforcement Learning for TinyML M. Deutel G. Kontes Christopher Mutschler Jürgen Teich 33 0 0 23 May 2023
Soft-DTW: a Differentiable Loss Function for Time-Series Marco Cuturi Mathieu Blondel AI4TS 121 601 0 05 Mar 2017