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1802.01059
Cited By
Deep Temporal Clustering : Fully Unsupervised Learning of Time-Domain Features
4 February 2018
N. Madiraju
Seid M. Sadat
Dimitry Fisher
H. Karimabadi
AI4TS
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Papers citing
"Deep Temporal Clustering : Fully Unsupervised Learning of Time-Domain Features"
32 / 32 papers shown
Discovering Operational Patterns Using Image-Based Convolutional Clustering and Composite Evaluation: A Case Study in Foundry Melting Processes
Z. Ma
Bo Nørregaard Jørgensen
Z. Ma
144
0
0
17 Nov 2025
Attention-Guided Deep Adversarial Temporal Subspace Clustering (A-DATSC) Model for multivariate spatiotemporal data
Francis Ndikum Nji
Vandana Janeja
Jianwu Wang
130
0
0
20 Oct 2025
AttentiveGRUAE: An Attention-Based GRU Autoencoder for Temporal Clustering and Behavioral Characterization of Depression from Wearable Data
Nidhi Soley
Vishal M Patel
Casey O Taylor
129
0
0
02 Oct 2025
B-TGAT: A Bi-directional Temporal Graph Attention Transformer for Clustering Multivariate Spatiotemporal Data
Francis Ndikum Nji
Vandana Janaja
Jianwu Wang
135
1
0
16 Sep 2025
Anomaly Detection in Event-triggered Traffic Time Series via Similarity Learning
IEEE Transactions on Dependable and Secure Computing (IEEE TDSC), 2025
Shaoyu Dou
Kai Yang
Yang Jiao
Chengbo Qiu
Kui Ren
AI4TS
299
5
0
20 Jun 2025
CognitionNet: A Collaborative Neural Network for Play Style Discovery in Online Skill Gaming Platform
Knowledge Discovery and Data Mining (KDD), 2022
Rukma Talwadker
Surajit Chakrabarty
Aditya Pareek
Tridib Mukherjee
Deepak Saini
315
6
0
01 May 2025
BP-SGCN: Behavioral Pseudo-Label Informed Sparse Graph Convolution Network for Pedestrian and Heterogeneous Trajectory Prediction
IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2025
Ruochen Li
Stamos Katsigiannis
Tae-Kyun Kim
Hubert P. H. Shum
529
13
0
20 Feb 2025
k
k
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-Graph: A Graph Embedding for Interpretable Time Series Clustering
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2025
Paul Boniol
Donato Tiano
Angela Bonifati
Themis Palpanas
AI4TS
223
6
0
18 Feb 2025
Concrete Dense Network for Long-Sequence Time Series Clustering
Redemptor Jr Laceda Taloma
Patrizio Pisani
Danilo Comminiello
AI4TS
214
0
0
08 May 2024
Delivery Optimized Discovery in Behavioral User Segmentation under Budget Constraint
Harshita Chopra
Atanu R. Sinha
Sunav Choudhary
Ryan Rossi
Paavan Kumar Indela
Veda Pranav Parwatala
Srinjayee Paul
Aurghya Maiti
200
1
0
04 Feb 2024
Pain Forecasting using Self-supervised Learning and Patient Phenotyping: An attempt to prevent Opioid Addiction
Swati Padhee
Tanvi Banerjee
Daniel M. Abrams
Nirmish Shah
190
0
0
09 Oct 2023
Deep Temporal Contrastive Clustering
Neural Processing Letters (NPL), 2022
Ying Zhong
Dong Huang
Chang-Dong Wang
AI4TS
246
23
0
29 Dec 2022
EDGAR: Embedded Detection of Gunshots by AI in Real-time
Nathan Morsa
78
0
0
25 Nov 2022
AUTOSHAPE: An Autoencoder-Shapelet Approach for Time Series Clustering
Guozhong Li
Byron Choi
Jianliang Xu
S. Bhowmick
D. Mah
G. Wong
AI4TS
223
8
0
06 Aug 2022
Task-aware Similarity Learning for Event-triggered Time Series
Shaoyu Dou
Kai Yang
Yang Jiao
Chengbo Qiu
Kui Ren
AI4TS
202
0
0
17 Jul 2022
SOM-CPC: Unsupervised Contrastive Learning with Self-Organizing Maps for Structured Representations of High-Rate Time Series
International Conference on Machine Learning (ICML), 2022
Iris A. M. Huijben
Arthur A. Nijdam
S. Overeem
M. V. Gilst
Ruud J. G. van Sloun
AI4TS
152
10
0
31 May 2022
CGC: Contrastive Graph Clustering for Community Detection and Tracking
The Web Conference (WWW), 2022
Namyong Park
Ryan Rossi
Eunyee Koh
I. Burhanuddin
Sungchul Kim
F. Du
Nesreen Ahmed
Christos Faloutsos
232
48
0
05 Apr 2022
KnAC: an approach for enhancing cluster analysis with background knowledge and explanations
Szymon Bobek
M. Kuk
Jakub Brzegowski
Edyta Brzychczy
Grzegorz J. Nalepa
297
13
0
16 Dec 2021
Longitudinal patient stratification of electronic health records with flexible adjustment for clinical outcomes
Oliver Carr
A. Javer
P. Rockenschaub
O. Parsons
Robert Durichen
252
6
0
11 Nov 2021
MixSeq: Connecting Macroscopic Time Series Forecasting with Microscopic Time Series Data
Zhibo Zhu
Ziqi Liu
Ge Jin
Qing Cui
Lei Chen
Jun Zhou
Jianyong Zhou
AI4TS
181
15
0
27 Oct 2021
A multi-stage semi-supervised improved deep embedded clustering method for bearing fault diagnosis under the situation of insufficient labeled samples
Tong Sun
Gang Yu
111
2
0
28 Sep 2021
THALIS: Human-Machine Analysis of Longitudinal Symptoms in Cancer Therapy
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2021
Carla Floricel
Nafiul Nipu
Mikayla Biggs
A. Wentzel
G. Canahuate
L. V. Dijk
A. Mohamed
Clifton Fuller
G. Marai
143
28
0
05 Aug 2021
Clustering of Time Series Data with Prior Geographical Information
Reza Asadi
Amelia Regan
AI4TS
193
3
0
03 Jul 2021
Identifying botnet IP address clusters using natural language processing techniques on honeypot command logs
V. Crespi
W. Hardaker
Sami Abu-El-Haija
Aram Galstyan
164
4
0
20 Apr 2021
CROCS: Clustering and Retrieval of Cardiac Signals Based on Patient Disease Class, Sex, and Age
Neural Information Processing Systems (NeurIPS), 2020
Dani Kiyasseh
T. Zhu
David Clifton
216
9
0
28 Nov 2020
RTFN: A Robust Temporal Feature Network for Time Series Classification
Information Sciences (Inf. Sci.), 2020
Zhiwen Xiao
Xin Xu
Huanlai Xing
Shouxi Luo
Penglin Dai
Dawei Zhan
AI4TS
378
178
0
24 Nov 2020
TimeAutoML: Autonomous Representation Learning for Multivariate Irregularly Sampled Time Series
Yang Jiao
Kai Yang
Shaoyu Dou
Pan Luo
Sijia Liu
Dongjin Song
AI4TS
264
9
0
04 Oct 2020
RTFN: Robust Temporal Feature Network
Zhiwen Xiao
Xin Xu
Huanlai Xing
Juan Chen
AI4TS
235
1
0
18 Aug 2020
Temporal clustering network for self-diagnosing faults from vibration measurements
G. Zhang
A. Singer
N. Vlahopoulos
88
4
0
16 Jun 2020
Temporal Phenotyping using Deep Predictive Clustering of Disease Progression
Changhee Lee
M. Schaar
OOD
238
65
0
15 Jun 2020
Instance Explainable Temporal Network For Multivariate Timeseries
N. Madiraju
H. Karimabadi
AI4TS
117
0
0
26 May 2020
A Temporal Clustering Algorithm for Achieving the trade-off between the User Experience and the Equipment Economy in the Context of IoT
Brazilian Conference on Intelligent Systems (BRACIS), 2019
Caio Ponte
Carlos Caminha
Rafael Bomfim
R. Moreira
Vasco Furtado
82
2
0
30 Jul 2019
1
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