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Explainable Multivariate Time Series Classification: A Deep Neural
  Network Which Learns To Attend To Important Variables As Well As Informative
  Time Intervals

Explainable Multivariate Time Series Classification: A Deep Neural Network Which Learns To Attend To Important Variables As Well As Informative Time Intervals

23 November 2020
Tsung-Yu Hsieh
Suhang Wang
Yiwei Sun
Vasant Honavar
    BDLAI4TSFAtt
ArXiv (abs)PDFHTML

Papers citing "Explainable Multivariate Time Series Classification: A Deep Neural Network Which Learns To Attend To Important Variables As Well As Informative Time Intervals"

5 / 5 papers shown
Guided by Stars: Interpretable Concept Learning Over Time Series via Temporal Logic Semantics
Guided by Stars: Interpretable Concept Learning Over Time Series via Temporal Logic Semantics
Irene Ferfoglia
Simone Silvetti
Gaia Saveri
L. Nenzi
Luca Bortolussi
AI4TS
124
0
0
06 Nov 2025
Towards Interpretable Concept Learning over Time Series via Temporal Logic Semantics
Towards Interpretable Concept Learning over Time Series via Temporal Logic Semantics
Irene Ferfoglia
Simone Silvetti
Gaia Saveri
L. Nenzi
Luca Bortolussi
AI4TS
165
0
0
05 Aug 2025
Explainable artificial intelligence approaches for brain-computer
  interfaces: a review and design space
Explainable artificial intelligence approaches for brain-computer interfaces: a review and design space
Param S. Rajpura
H. Cecotti
Y. Meena
315
24
0
20 Dec 2023
An Empirical Comparison of Explainable Artificial Intelligence Methods
  for Clinical Data: A Case Study on Traumatic Brain Injury
An Empirical Comparison of Explainable Artificial Intelligence Methods for Clinical Data: A Case Study on Traumatic Brain InjuryAmerican Medical Informatics Association Annual Symposium (AMIA), 2022
Amin Nayebi
Sindhu Tipirneni
Brandon Foreman
Chandan K. Reddy
V. Subbian
197
6
0
13 Aug 2022
Longitudinal Deep Kernel Gaussian Process Regression
Longitudinal Deep Kernel Gaussian Process Regression
Junjie Liang
Yanting Wu
Dongkuan Xu
Vasant Honavar
BDL
307
9
0
24 May 2020
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