Vincent S. Tseng

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 88

Top Venues

CoRR

TAAI

IEEE Trans. Knowl. Data Eng.

IEEE Access

Publications

Chi-Jui Chang, Oscar Tai-Yuan Chen, Vincent S. Tseng
DL-KDD: Dual-Light Knowledge Distillation for Action Recognition in the Dark. CoRR (2024)
Yu-Mei Huang, Hui-Nien Hung, Vincent S. Tseng
Privacy-Preserving Attention-Weighted Multi-Source Domain Adaptation for EEG Motor Imagery. ICASSP (2024)
Tien-Yu Chang, Hao Dai, Vincent S. Tseng
CAAP: Class-Dependent Automatic Data Augmentation Based On Adaptive Policies For Time Series. CoRR (2024)
Ling Chen, Sung-Hao Huang, Tzu-Hsiang Wang, Vincent S. Tseng, Hsuan-Ming Tsao, Gau-Jun Tang
Automatic 3D left atrial strain extraction framework on cardiac computed tomography. Comput. Methods Programs Biomed. 252 (2024)
Chun-Ti Chou, Vincent S. Tseng
Self-Supervised Pulse-Aware Interpretable Disentangled ECG Representation Learning. ICASSP (2024)
Yu Huang, Gary G. Yen, Vincent S. Tseng
Snippet Policy Network V2: Knee-Guided Neuroevolution for Multi-Lead ECG Early Classification. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Hao Dai, Hsin-Ginn Hwang, Vincent S. Tseng
PoEMS: Policy Network-Based Early Warning Monitoring System for Sepsis in Intensive Care Units. IEEE J. Biomed. Health Informatics 27 (7) (2023)
Yu Huang, Gary G. Yen, Vincent S. Tseng
Snippet Policy Network for Multi-Class Varied-Length ECG Early Classification. IEEE Trans. Knowl. Data Eng. 35 (6) (2023)
Ying-Chen Lin, Vincent S. Tseng
Multi-view knowledge distillation transformer for human action recognition. CoRR (2023)
Shih-Fang Chang, Benny Wei-Yun Hsu, Tien-Yu Chang, Vincent S. Tseng
FLAG: Fast Label-Adaptive Aggregation for Multi-label Classification in Federated Learning. CoRR (2023)
Shao-Yu Yin, Yu Huang, Tien-Yu Chang, Shih-Fang Chang, Vincent S. Tseng
Continual learning with attentive recurrent neural networks for temporal data classification. Neural Networks 158 (2023)
Ming Jin, Qingsong Wen, Yuxuan Liang, Chaoli Zhang, Siqiao Xue, Xue Wang, James Zhang, Yi Wang, Haifeng Chen, Xiaoli Li, Shirui Pan, Vincent S. Tseng, Yu Zheng, Lei Chen, Hui Xiong
Large Models for Time Series and Spatio-Temporal Data: A Survey and Outlook. CoRR (2023)
Yu Huang, Ju-Hui Tseng, Ching-Jui Hsiao, Hui-Mei Hung, Vincent S. Tseng
IPreMom: a continual learning-based image rating framework for infant precious moments capturing. SAC (2022)
Yu Huang, Gary G. Yen, Vincent S. Tseng
A Novel Constraint-Based Knee- Guided Neuroevolutionary Algorithm for Context-Specific ECG Early Classification. IEEE J. Biomed. Health Informatics 26 (11) (2022)
Chen-Kai Wang, Feng-Duo Wang, You-Qian Lee, Pei-Tsz Chen, Bo-Hong Wang, Chu-Hsien Su, Joseph Chin-Chi Kuo, Chi-Shin Wu, Yi-Ling Chien, Hong-Jie Dai, Vincent S. Tseng, Wen-Lian Hsu
Principle-Based Approach for the De-Identification of Code-Mixed Electronic Health Records. IEEE Access 10 (2022)
Crystal T. Wei, Ming-En Hsieh, Chien-Liang Liu, Vincent S. Tseng
Contrastive Heartbeats: Contrastive Learning for Self-Supervised ECG Representation and Phenotyping. ICASSP (2022)
Benny Wei-Yun Hsu, Vincent S. Tseng
Hierarchy-aware contrastive learning with late fusion for skin lesion classification. Comput. Methods Programs Biomed. 216 (2022)
Ham Nguyen, Tuong Le, Minh Nguyen, Philippe Fournier-Viger, Vincent S. Tseng, Bay Vo
Mining frequent weighted utility itemsets in hierarchical quantitative databases. Knowl. Based Syst. 237 (2022)
Yu Huang, Hao Dai, Vincent S. Tseng
Periodic Attention-based Stacked Sequence to Sequence framework for long-term travel time prediction. Knowl. Based Syst. 258 (2022)
Jerry C. C. Tseng, Sun-Yuan Hsieh, Vincent S. Tseng
A Scalable Analytical Framework for Complex Event Episode Mining With Various Domains Applications. IEEE Access 10 (2022)
Hao Dai, Hsin-Ginn Hwang, Vincent S. Tseng
Convolutional neural network based automatic screening tool for cardiovascular diseases using different intervals of ECG signals. Comput. Methods Programs Biomed. 203 (2021)
Jerry Chun-Wei Lin, Gautam Srivastava, Vincent S. Tseng
Editor's Note. Int. J. Interact. Multim. Artif. Intell. 6 (7) (2021)
Yu Huang, Josh Jia-Ching Ying, Philip S. Yu, Vincent S. Tseng
Dynamic Graph Mining for Multi-weight Multi-destination Route Planning with Deadlines Constraints. ACM Trans. Knowl. Discov. Data 15 (1) (2021)
Yu Huang, Gary G. Yen, Vincent S. Tseng
Snippet Policy Network for Multi-class Varied-length ECG Early Classification. CoRR (2021)
Gautam Srivastava, Jerry Chun-Wei Lin, Xuyun Zhang, Vincent S. Tseng
Guest Editorial: Artificial Intelligence for Securing Industrial-Based Cyber-Physical Systems. IEEE Trans. Ind. Informatics 17 (8) (2021)
Meng-Chieh Lee, Hung T. Nguyen, Dimitris Berberidis, Vincent S. Tseng, Leman Akoglu
GAWD: graph anomaly detection in weighted directed graph databases. ASONAM (2021)
Jerry Chun-Wei Lin, Philippe Fournier-Viger, Vincent S. Tseng, Philip S. Yu
IEEE Access Special Section Editorial: Utility-Pattern Mining: Theoretical Analytics and Applications. IEEE Access 9 (2021)
Wensheng Gan, Jerry Chun-Wei Lin, Philippe Fournier-Viger, Han-Chieh Chao, Vincent S. Tseng, Philip S. Yu
A Survey of Utility-Oriented Pattern Mining. IEEE Trans. Knowl. Data Eng. 33 (4) (2021)
Acquah Hackman, Yu Huang, Philippe Fournier-Viger, Vincent S. Tseng
Stable High Utility Itemset Mining. iiWAS (2021)
Yu Huang, Josh Jia-Ching Ying, Vincent S. Tseng
Spatio-attention embedded recurrent neural network for air quality prediction. Knowl. Based Syst. 233 (2021)
Huy M. Huynh, Loan T. T. Nguyen, Bay Vo, Anh Nguyen, Vincent S. Tseng
Efficient methods for mining weighted clickstream patterns. Expert Syst. Appl. 142 (2020)
Li-Ming Tseng, Vincent S. Tseng
Predicting Ventricular Fibrillation Through Deep Learning. IEEE Access 8 (2020)
Vincent S. Tseng, Stephen T. C. Wong, Diane J. Cook, Jiming Liu
[Guest Editorial]. IEEE Comput. Intell. Mag. 15 (4) (2020)
Yu Huang, Chih-Ling Hsu, Vincent S. Tseng
PURL: Periodic User Representation Learning from Temporal Event Records for Personalized Health Management. BigComp (2020)
Ji-Hong Cheng, Wen-Chun Liu, Ting-Tsung Chang, Sun-Yuan Hsieh, Vincent S. Tseng
An Effective and Efficient Algorithm for Detecting Exact Deletion Breakpoints from Viral Next-Generation Sequencing Data. ICS (2020)
Ja-Hwung Su, Chu-Yu Chin, Yi-Wen Liao, Hsiao-Chuan Yang, Vincent S. Tseng, Sun-Yuan Hsieh
A Personalized Music Recommender System Using User Contents, Music Contents and Preference Ratings. Vietnam. J. Comput. Sci. 7 (1) (2020)
Meng-Chieh Lee, Yue Zhao, Aluna Wang, Pierre Jinghong Liang, Leman Akoglu, Vincent S. Tseng, Christos Faloutsos
AutoAudit: Mining Accounting and Time-Evolving Graphs. CoRR (2020)
Vincent S. Tseng, Josh Jia-Ching Ying, Stephen T. C. Wong, Diane J. Cook, Jiming Liu
Computational Intelligence Techniques for Combating COVID-19: A Survey. IEEE Comput. Intell. Mag. 15 (4) (2020)
Meng-Chieh Lee, Yue Zhao, Aluna Wang, Pierre Jinghong Liang, Leman Akoglu, Vincent S. Tseng, Christos Faloutsos
AutoAudit: Mining Accounting and Time-Evolving Graphs. IEEE BigData (2020)
Ja-Hwung Su, Chu-Yu Chin, Jyun-Yu Li, Vincent S. Tseng
Parallel big image data retrieval by conceptualised clustering and un-conceptualised clustering. Int. J. High Perform. Comput. Netw. 15 (1/2) (2019)
Yu-Jhen Chen, Chien-Liang Liu, Vincent S. Tseng, Yu-Feng Hu, Shih-Ann Chen
Large-scale Classification of 12-lead ECG with Deep Learning. BHI (2019)
Acquah Hackman, Yu Huang, Philip S. Yu, Vincent S. Tseng
Mining Emerging High Utility Itemsets over Streaming Database. ADMA (2019)
Chia Hua Li, Cheng-Wei Wu, JianTao Huang, Vincent S. Tseng
An Efficient Algorithm for Mining High Utility Quantitative Itemsets. ICDM Workshops (2019)
Chih-Hsin Chou, Yu Huang, Chian-Yun Huang, Vincent S. Tseng
Long-Term Traffic Time Prediction Using Deep Learning with Integration of Weather Effect. PAKDD (2) (2019)
Chun-Han Lin, Cheng-Wei Wu, JianTao Huang, Vincent S. Tseng
Parallel Mining of Top-k High Utility Itemsets in Spark In-Memory Computing Architecture. PAKDD (2) (2019)
Wei-Yun Hsu, Hui-Huang Hsu, Vincent S. Tseng
Discovering negative comments by sentiment analysis on web forum. World Wide Web 22 (3) (2019)
Chien-Liang Liu, Bin Xiao, Wen-Hoar Hsaio, Vincent S. Tseng
Epileptic Seizure Prediction With Multi-View Convolutional Neural Networks. IEEE Access 7 (2019)
Loan T. T. Nguyen, Phuc Nguyen, Trinh D. D. Nguyen, Bay Vo, Philippe Fournier-Viger, Vincent S. Tseng
Mining high-utility itemsets in dynamic profit databases. Knowl. Based Syst. 175 (2019)
En-Yu Hsu, Chien-Liang Liu, Vincent S. Tseng
Multivariate Time Series Early Classification with Interpretability Using Deep Learning and Attention Mechanism. PAKDD (3) (2019)
Meng-Chieh Lee, Yu Huang, Josh Jia-Ching Ying, Chien Chen, Vincent S. Tseng
DeepIdentifier: A Deep Learning-Based Lightweight Approach for User Identity Recognition. ADMA (2019)
Yu Huang, Meng-Chieh Lee, Vincent S. Tseng, Ching-Jui Hsiao, Chi-Chiang Huang
Robust Sensor-based Human Activity Recognition with Snippet Consensus Neural Networks. BSN (2019)
Acquah Hackman, Yu Huang, Vincent S. Tseng
Mining Trending High Utility Itemsets from Temporal Transaction Databases. DEXA (2) (2018)
Sinya Peng, Vincent S. Tseng, Che-Wei Liang, Man-Kwan Shan
Emerging Product Topics Prediction in Social Media without Social Structure Information. WWW (Companion Volume) (2018)
Ja-Hwung Su, Chu-Yu Chin, Hsiao-Chuan Yang, Vincent S. Tseng, Sun-Yuan Hsieh
Music Recommendation Based on Information of User Profiles, Music Genres and User Ratings. ACIIDS (1) (2018)
Josh Jia-Ching Ying, Ji Zhang, Che-Wei Huang, Kuan-Ta Chen, Vincent S. Tseng
: An Incremental Graph-Mining Approach for Efficient Fraudulent Phone Call Detection. ACM Trans. Knowl. Discov. Data 12 (6) (2018)
Wensheng Gan, Jerry Chun-Wei Lin, Philippe Fournier-Viger, Han-Chieh Chao, Vincent S. Tseng, Philip S. Yu
A Survey of Utility-Oriented Pattern Mining. CoRR (2018)
Huai-Shuo Huang, Chien-Liang Liu, Vincent S. Tseng
Multivariate Time Series Early Classification Using Multi-Domain Deep Neural Network. DSAA (2018)
Chu-Yu Chin, Sun-Yuan Hsieh, Vincent S. Tseng
Effective Risk Assessment of Type 2 Diabetes Using Diagnostic Information Retrieval. SCIS&ISIS (2018)
Raid Lafta, Ji Zhang, Xiaohui Tao, Yan Li, Wessam Abbas, Yonglong Luo, Fulong Chen, Vincent S. Tseng
A Fast Fourier Transform-Coupled Machine Learning-Based Ensemble Model for Disease Risk Prediction Using a Real-Life Dataset. PAKDD (1) (2017)
Souleymane Zida, Philippe Fournier-Viger, Jerry Chun-Wei Lin, Cheng-Wei Wu, Vincent S. Tseng
EFIM: a fast and memory efficient algorithm for high-utility itemset mining. Knowl. Inf. Syst. 51 (2) (2017)
Yi-Ting Cheng, Yu-Feng Lin, Kuo-Hwa Chiang, Vincent S. Tseng
Mining Sequential Risk Patterns From Large-Scale Clinical Databases for Early Assessment of Chronic Diseases: A Case Study on Chronic Obstructive Pulmonary Disease. IEEE J. Biomed. Health Informatics 21 (2) (2017)
Vincent S. Tseng, Huai-Shuo Huang, Chia-Wei Huang, Ping-Feng Wang, Chu-Feng Li
Early Classification of Multivariate Time Series on Distributed and In-Memory Platforms. PAKDD (Workshops) (2017)
Eric Hsueh-Chan Lu, Huan-Sheng Chen, Vincent S. Tseng
An Efficient Framework for Multirequest Route Planning in Urban Environments. IEEE Trans. Intell. Transp. Syst. 18 (4) (2017)
Ja-Hwung Su, Wei-Yi Chang, Vincent S. Tseng
Effective social content-based collaborative filtering for music recommendation. Intell. Data Anal. 21 (S1) (2017)
Morteza Zihayat, Cheng-Wei Wu, Aijun An, Vincent S. Tseng, Chien Lin
Efficiently mining high utility sequential patterns in static and streaming data. Intell. Data Anal. 21 (S1) (2017)
Ja-Hwung Su, Chu-Yu Chin, Jyun-Yu Li, Vincent S. Tseng
Efficient big image data retrieval using clustering index and parallel computation. iCAST (2017)
Mun Hou Wong, Vincent S. Tseng, Jerry C. C. Tseng, Sun-Wei Liu, Cheng-Hung Tsai
Long-Term User Location Prediction Using Deep Learning and Periodic Pattern Mining. ADMA (2017)
Vincent S. Tseng, Chih-Hsin Chou, Kai-Qi Yang, Jerry C. C. Tseng
A Big Data Analytical Framework for Sports Behavior Mining and Personalized Health Services. TAAI (2017)
Yu Huang, Bo-Hau Lin, Vincent S. Tseng
Efficient Multi-Destinations Route Planning with Deadlines and Cost Constraints. MDM (2017)
Jerry Chun-Wei Lin, Wensheng Gan, Philippe Fournier-Viger, Tzung-Pei Hong, Vincent S. Tseng
Efficiently mining uncertain high-utility itemsets. Soft Comput. 21 (11) (2017)
Yu-Feng Lin, Chien-Feng Huang, Vincent S. Tseng
A novel methodology for stock investment using high utility episode mining and genetic algorithm. Appl. Soft Comput. 59 (2017)
Cheng-Hung Tsai, Cheng-Hao Chu, Sun-Wei Liu, Sun-Yuan Hsieh, Vincent S. Tseng
Mining Life Patterns from Wearable Sensors Data for Elderly Anomaly Detection. TAAI (2017)
Wensheng Gan, Jerry Chun-Wei Lin, Philippe Fournier-Viger, Han-Chieh Chao, Vincent S. Tseng
Mining High-Utility Itemsets with Both Positive and Negative Unit Profits from Uncertain Databases. PAKDD (1) (2017)
Raid Lafta, Ji Zhang, Xiaohui Tao, Yan Li, Vincent S. Tseng
IRS-HD: An Intelligent Personalized Recommender System for Heart Disease Patients in a Tele-Health Environment. ADMA (2016)
Josh Jia-Ching Ying, Ji Zhang, Che-Wei Huang, Kuan-Ta Chen, Vincent S. Tseng
PFrauDetector: A Parallelized Graph Mining Approach for Efficient Fraudulent Phone Call Detection. ICPADS (2016)
Jerry Chun-Wei Lin, Wensheng Gan, Philippe Fournier-Viger, Tzung-Pei Hong, Vincent S. Tseng
Fast algorithms for mining high-utility itemsets with various discount strategies. Adv. Eng. Informatics 30 (2) (2016)
Jerry Chun-Wei Lin, Wensheng Gan, Philippe Fournier-Viger, Tzung-Pei Hong, Vincent S. Tseng
Weighted frequent itemset mining over uncertain databases. Appl. Intell. 44 (1) (2016)
Philippe Fournier-Viger, Jerry Chun-Wei Lin, Cheng-Wei Wu, Vincent S. Tseng, Usef Faghihi
Mining Minimal High-Utility Itemsets. DEXA (1) (2016)
Philippe Fournier-Viger, Souleymane Zida, Jerry Chun-Wei Lin, Cheng-Wei Wu, Vincent S. Tseng
Efficient closed high-utility itemset mining. SAC (2016)
Jerry C. C. Tseng, Jia-Yuan Gu, Ping-Feng Wang, Ching-Yu Chen, Chu-Feng Li, Vincent S. Tseng
A scalable complex event analytical system with incremental episode mining over data streams. CEC (2016)
Jerry Chun-Wei Lin, Wensheng Gan, Philippe Fournier-Viger, Tzung-Pei Hong, Vincent S. Tseng
Efficient algorithms for mining high-utility itemsets in uncertain databases. Knowl. Based Syst. 96 (2016)
Raid Lafta, Ji Zhang, Xiaohui Tao, Yan Li, Vincent S. Tseng, Yonglong Luo, Fulong Chen
An intelligent recommender system based on predictive analysis in telehealthcare environment. Web Intell. 14 (4) (2016)
Chun-Hao Chen, Vincent S. Tseng, Hsieh-Hui Yu, Tzung-Pei Hong, Neil Y. Yen
A GA-based approach for finding appropriate granularity levels of patterns from time series. Int. J. Web Grid Serv. 12 (3) (2016)
Philippe Fournier-Viger, Souleymane Zida, Jerry Chun-Wei Lin, Cheng-Wei Wu, Vincent S. Tseng
EFIM-Closed: Fast and Memory Efficient Discovery of Closed High-Utility Itemsets. MLDM (2016)
Yi-Ting Cheng, Yu-Feng Lin, Kuo-Hwa Chiang, Vincent S. Tseng
Mining disease sequential risk patterns from nationwide clinical databases for early assessment of chronic obstructive pulmonary disease. BHI (2016)
Eric Hsueh-Chan Lu, Shih Hsin Fang, Vincent S. Tseng
Integrating tourist packages and tourist attractions for personalized trip planning based on travel constraints. GeoInformatica 20 (4) (2016)
Jerry Chun-Wei Lin, Wensheng Gan, Philippe Fournier-Viger, Tzung-Pei Hong, Vincent S. Tseng
Efficient Mining of Uncertain Data for High-Utility Itemsets. WAIM (1) (2016)
Vincent S. Tseng, Cheng-Wei Wu, Philippe Fournier-Viger, Philip S. Yu
Efficient Algorithms for Mining Top-K High Utility Itemsets. IEEE Trans. Knowl. Data Eng. 28 (1) (2016)
Yu-Feng Lin, Hsuan-Hsu Chen, Vincent S. Tseng, Jian Pei
Reliable Early Classification on Multivariate Time Series with Numerical and Categorical Attributes. PAKDD (1) (2015)
Souleymane Zida, Philippe Fournier-Viger, Cheng-Wei Wu, Jerry Chun-Wei Lin, Vincent S. Tseng
Efficient Mining of High-Utility Sequential Rules. MLDM (2015)
Jerry Chun-Wei Lin, Wensheng Gan, Tzung-Pei Hong, Vincent S. Tseng
Hewin: High expected weighted itemset mining in uncertain databases. ICMLC (2015)
Josh Jia-Ching Ying, Bo-Hau Lin, Vincent S. Tseng, Sun-Yuan Hsieh
Transfer Learning on High Variety Domains for Activity Recognition. ASE BD&SI (2015)
Jerry Chun-Wei Lin, Wensheng Gan, Philippe Fournier-Viger, Tzung-Pei Hong, Vincent S. Tseng
Mining Potential High-Utility Itemsets over Uncertain Databases. ASE BD&SI (2015)
Morteza Zihayat, Cheng-Wei Wu, Aijun An, Vincent S. Tseng
Mining High Utility Sequential Patterns from Evolving Data Streams. ASE BD&SI (2015)
Jerry Chun-Wei Lin, Wensheng Gan, Philippe Fournier-Viger, Tzung-Pei Hong, Vincent S. Tseng
Mining high-utility itemsets with various discount strategies. DSAA (2015)
Jerry C. C. Tseng, Bo-Hau Lin, Yu-Feng Lin, Vincent S. Tseng, Miin-Luen Day, Shyh-Chyi Wang, Kuen-Rong Lo, Yi-Ching Yang
An interactive healthcare system with personalized diet and exercise guideline recommendation. TAAI (2015)
Vincent S. Tseng, Jia-Ching Ying, Che-Wei Huang, Yimin Kao, Kuan-Ta Chen
FrauDetector: A Graph-Mining-based Framework for Fraudulent Phone Call Detection. KDD (2015)
Chun-Hao Chen, Tzung-Pei Hong, Yeong-Chyi Lee, Vincent S. Tseng
Finding Active Membership Functions for Genetic-Fuzzy Data Mining. Int. J. Inf. Technol. Decis. Mak. 14 (6) (2015)
Cheng-Wei Wu, Philippe Fournier-Viger, Jia-Yuan Gu, Vincent S. Tseng
Mining closed+ high utility itemsets without candidate generation. TAAI (2015)
Ying Chun Lin, Cheng-Wei Wu, Vincent S. Tseng
Mining High Utility Itemsets in Big Data. PAKDD (2) (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Vincent S. Tseng