Temporal Classification

Temporal Classification is a temporal data mining task that categorizes time-stamped data instances into predefined classes based on their temporal patterns, distinguishing it from other classification tasks by explicitly incorporating time-ordered sequences and temporal dependencies in the predictive model.

394

Publications

34.3K

Citations

1.2K

Authors

405

Institutions

Publications per year

2017–2026

269

Parents

Temporal Data Mining

Publications

394

Speech recognition with deep recurrent neural networks

Alex Graves, Abdelrahman Mohamed, Geoffrey E. Hinton · 2013 · 8.8K citations

Computing, Computer Science, Computer Vision +16

Towards End-To-End Speech Recognition with Recurrent Neural Networks

Alex Graves, Navdeep Jaitly · 2014 · 1.9K citations

Computing, Computer Science, Computational Linguistics +14

Joint CTC-attention based end-to-end speech recognition using multi-task learning

Suyoun Kim, Takaaki Hori, Shinji Watanabe · 2017 · 906 citations

Computing, Computer Science, Machine Learning +16

Hybrid CTC/Attention Architecture for End-to-End Speech Recognition

Shinji Watanabe, Takaaki Hori, Suyoun Kim et al. · IEEE Journal of Selected Topics in Signal Processing · 2017 · 829 citations

Computing, Computer Science, Computational Linguistics +15

Online Detection and Classification of Dynamic Hand Gestures with Recurrent 3D Convolutional Neural Networks

Pavlo Molchanov, Xiaodong Yang, Shalini Gupta et al. · 2016 · 675 citations

Computing, Computer Science, Computer Vision +15

1–5 of 394

Authors

1.2K

SW
Shinji Watanabe
Johns Hopkins University, United States
22 publications · 3K citations
17
h-index
TH
Takaaki Hori
Mitsubishi Electric (United States), United States
13 publications · 2.5K citations
13
h-index
JL
Jinyu Li
Microsoft (United States), United States
10 publications · 781 citations
10
h-index
KR
Kanishka Rao
Google (United States), United States
9 publications · 957 citations
9
h-index
HS
Haşim Sak
Google (United States), United States
9 publications · 919 citations
9
h-index

1–5 of 1.2K

Institutions

405

1–8 of 405

Venues

arXiv (Cornell University)
Repository · 37 publications · 1.8K citations
20
h-index
IEEE/ACM Transactions on Audio Speech and Language Processing
TASLP · 9 publications · 235 citations
9
h-index
ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
Conference · 5 publications · 112 citations
5
h-index
IEEE Access
6 publications · 249 citations
5
h-index
International Journal of Intelligent Systems
4 publications · 133 citations
4
h-index

1–5