Vincent S. Tseng

311 papers A* 6A 8B 33C 15Misc 22Journal 124Unranked 80
YearRankTypeTitle / Venue / Authors
2025 J jnl
AI-assisted anatomical structure recognition and segmentation via mamba-transformer architecture in abdominal ultrasound images.
Frontiers Artif. Intell.
Shih-Fang Chang, Po-Yi Wu, Ming-Chang Tsai, Vincent S. Tseng, Chi-Chih Wang
2025 A* conf
DL-KDD: Dual-Lightness Knowledge Distillation for Action Recognition in the Dark.
IJCAI
Chi-Jui Chang, Oscar Tai-Yuan Chen, Vincent S. Tseng
2025 — conf
DiPPSI: Diffusion-Based Pulsative Physiological Signal Imputation.
PAKDD (1)
Su-Jung Wu, Josh Jia-Ching Ying, Vincent S. Tseng
2025 J jnl
Early Time Series Anomaly Prediction With Multi-Objective Optimization.
IEEE Trans. Emerg. Top. Comput. Intell.
Ting-En Chao, Yu Huang, Hao Dai, Gary G. Yen, Vincent S. Tseng
2025 J jnl
Efficient genome sequence compression via the fusion of MDL-based heuristics.
Inf. Fusion
Muhammad Zohaib Nawaz, M. Saqib Nawaz, Philippe Fournier-Viger, Shoaib Nawaz, Jerry Chun-Wei Lin, Vincent S. Tseng
2025 J jnl
Forecasting leading economic indicators in the US from financial news using multi-task learning.
Soft Comput.
Josh Jia-Ching Ying, Chia-Chen Liu, Vincent S. Tseng, Wenbin Zhang, Ji Zhang
2025 A conf
HaGAR: Hardness-aware Generative Adversarial Recommender.
WSDM
Yuan-Heng Lee, Josh Jia-Ching Ying, Vincent S. Tseng
2025 J jnl
HiTrace: Hierarchical Class Tracing Approach for Open-Set Recognition on Skin Lesions.
IEEE J. Biomed. Health Informatics
Benny Wei-Yun Hsu, Vincent S. Tseng
2025 B conf
Multi-Agent Transformer-based Automated Imbalanced Time Series Classification with Hyperparameter Optimization.
IJCNN
Nai-Hsin Cheng, Yujia Wu, Vincent S. Tseng
2025 J jnl
Predicting Longitudinal Visual Field Progression With Class Imbalanced Data.
IEEE J. Biomed. Health Informatics
Ling Chen, Chun-Hung Chen, Wei Wang, Da-Wen Lu, Vincent S. Tseng
2025 C conf
Prompt Learner for Industrial Anomaly Detection: Towards Generalizable Multimodal Defect.
ICMLA
Yen-Han Chiang, Pablo Mollá, Yi-Lun Pan, Yi-Ju Tseng, Vincent S. Tseng
2025 J jnl
Subclinical atrial fibrillation prediction based on deep learning and strain analysis using echocardiography.
Medical Biol. Eng. Comput.
Sung-Hao Huang, Ying-Chi Lin, Ling Chen, Sayan Unankard, Vincent S. Tseng, Hsuan-Ming Tsao, Gau-Jun Tang
2024 A conf
A Deep Learning for Predicting Possibility of Bluetooth Low Energy Tag Signals.
ICS
Hao-Pei Teng, Vincent S. Tseng, Josh Jia-Ching Ying
2024 — ed.
Advances in Knowledge Discovery and Data Mining - 28th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2024, Taipei, Taiwan, May 7-10, 2024, Proceedings, Part I
PAKDD (1)
De-Nian Yang, Xing Xie, Vincent S. Tseng, Jian Pei, Jen-Wei Huang, Jerry Chun-Wei Lin
2024 — ed.
Advances in Knowledge Discovery and Data Mining - 28th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2024, Taipei, Taiwan, May 7-10, 2024, Proceedings, Part II
PAKDD (2)
De-Nian Yang, Xing Xie, Vincent S. Tseng, Jian Pei, Jen-Wei Huang, Jerry Chun-Wei Lin
2024 — ed.
Advances in Knowledge Discovery and Data Mining - 28th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2024, Taipei, Taiwan, May 7-10, 2024, Proceedings, Part III
PAKDD (3)
De-Nian Yang, Xing Xie, Vincent S. Tseng, Jian Pei, Jen-Wei Huang, Jerry Chun-Wei Lin
2024 — ed.
Advances in Knowledge Discovery and Data Mining - 28th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2024, Taipei, Taiwan, May 7-10, 2024, Proceedings, Part IV
PKDD (4)
De-Nian Yang, Xing Xie, Vincent S. Tseng, Jian Pei, Jen-Wei Huang, Jerry Chun-Wei Lin
2024 — ed.
Advances in Knowledge Discovery and Data Mining - 28th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2024, Taipei, Taiwan, May 7-10, 2024, Proceedings, Part V
PAKDD (5)
De-Nian Yang, Xing Xie, Vincent S. Tseng, Jian Pei, Jen-Wei Huang, Jerry Chun-Wei Lin
2024 — ed.
Advances in Knowledge Discovery and Data Mining - 28th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2024, Taipei, Taiwan, May 7-10, 2024, Proceedings, Part VI
PAKDD (6)
De-Nian Yang, Xing Xie, Vincent S. Tseng, Jian Pei, Jen-Wei Huang, Jerry Chun-Wei Lin
2024 — conf
An MDL-Based Genetic Algorithm for Genome Sequence Compression.
BIBM
Muhammad Zohaib Nawaz, M. Saqib Nawaz, Philippe Fournier-Viger, Vincent S. Tseng
2024 J jnl
Automatic 3D left atrial strain extraction framework on cardiac computed tomography.
Comput. Methods Programs Biomed.
Ling Chen, Sung-Hao Huang, Tzu-Hsiang Wang, Vincent S. Tseng, Hsuan-Ming Tsao, Gau-Jun Tang
2024 J jnl
CAAP: Class-Dependent Automatic Data Augmentation Based On Adaptive Policies For Time Series.
CoRR
Tien-Yu Chang, Hao Dai, Vincent S. Tseng
2024 — conf
DAT: Dual-Aspect Transformer for Travel Time Prediction.
ICCE-Taiwan
Hui-Ting Lin, Hao Dai, Vincent S. Tseng
2024 J jnl
DL-KDD: Dual-Light Knowledge Distillation for Action Recognition in the Dark.
CoRR
Chi-Jui Chang, Oscar Tai-Yuan Chen, Vincent S. Tseng
2024 B conf
Learning Location Semantics and Dynamics for Traffic Origin-Destination Demand Prediction.
IJCNN
Kuan-Hsuan Yung, Josh Jia-Ching Ying, Hui-Ting Lin, Vincent S. Tseng
2024 J jnl
LightDPH: Lightweight Dual-Projection-Head Hierarchical Contrastive Learning for Skin Lesion Classification.
J. Heal. Informatics Res.
Benny Wei-Yun Hsu, Vincent S. Tseng
2024 B conf
Periodic Stacked Transformer-based Framework for Travel Time Prediction.
IJCNN
Hui-Ting Lin, Hao Dai, Vincent S. Tseng
2024 J jnl
Predicting Fine-grained Behavioral and Psychological Symptoms of Dementia Based on Machine Learning and Smart Wearable Devices.
CoRR
Benny Wei-Yun Hsu, Yu-Ming Chen, Yuan-Han Yang, Vincent S. Tseng
2024 Misc conf
Privacy-Preserving Attention-Weighted Multi-Source Domain Adaptation for EEG Motor Imagery.
ICASSP
Yu-Mei Huang, Hui-Nien Hung, Vincent S. Tseng
2024 Misc conf
Self-Supervised Pulse-Aware Interpretable Disentangled ECG Representation Learning.
ICASSP
Chun-Ti Chou, Vincent S. Tseng
2024 J jnl
Snippet Policy Network V2: Knee-Guided Neuroevolution for Multi-Lead ECG Early Classification.
IEEE Trans. Neural Networks Learn. Syst.
Yu Huang, Gary G. Yen, Vincent S. Tseng
2023 J jnl
Continual learning with attentive recurrent neural networks for temporal data classification.
Neural Networks
Shao-Yu Yin, Yu Huang, Tien-Yu Chang, Shih-Fang Chang, Vincent S. Tseng
2023 J jnl
FLAG: Fast Label-Adaptive Aggregation for Multi-label Classification in Federated Learning.
CoRR
Shih-Fang Chang, Benny Wei-Yun Hsu, Tien-Yu Chang, Vincent S. Tseng
2023 J jnl
Large Models for Time Series and Spatio-Temporal Data: A Survey and Outlook.
CoRR
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
2023 J jnl
Multi-view knowledge distillation transformer for human action recognition.
CoRR
Ying-Chen Lin, Vincent S. Tseng
2023 J jnl
PoEMS: Policy Network-Based Early Warning Monitoring System for Sepsis in Intensive Care Units.
IEEE J. Biomed. Health Informatics
Hao Dai, Hsin-Ginn Hwang, Vincent S. Tseng
2023 J jnl
Snippet Policy Network for Multi-Class Varied-Length ECG Early Classification.
IEEE Trans. Knowl. Data Eng.
Yu Huang, Gary G. Yen, Vincent S. Tseng
2022 J jnl
A Novel Constraint-Based Knee- Guided Neuroevolutionary Algorithm for Context-Specific ECG Early Classification.
IEEE J. Biomed. Health Informatics
Yu Huang, Gary G. Yen, Vincent S. Tseng
2022 J jnl
A Scalable Analytical Framework for Complex Event Episode Mining With Various Domains Applications.
IEEE Access
Jerry C. C. Tseng, Sun-Yuan Hsieh, Vincent S. Tseng
2022 Misc conf
Contrastive Heartbeats: Contrastive Learning for Self-Supervised ECG Representation and Phenotyping.
ICASSP
Crystal T. Wei, Ming-En Hsieh, Chien-Liang Liu, Vincent S. Tseng
2022 J jnl
Hierarchy-aware contrastive learning with late fusion for skin lesion classification.
Comput. Methods Programs Biomed.
Benny Wei-Yun Hsu, Vincent S. Tseng
2022 Misc conf
IPreMom: a continual learning-based image rating framework for infant precious moments capturing.
SAC
Yu Huang, Ju-Hui Tseng, Ching-Jui Hsiao, Hui-Mei Hung, Vincent S. Tseng
2022 J jnl
Mining frequent weighted utility itemsets in hierarchical quantitative databases.
Knowl. Based Syst.
Ham Nguyen, Tuong Le, Minh Nguyen, Philippe Fournier-Viger, Vincent S. Tseng, Bay Vo
2022 J jnl
Periodic Attention-based Stacked Sequence to Sequence framework for long-term travel time prediction.
Knowl. Based Syst.
Yu Huang, Hao Dai, Vincent S. Tseng
2022 J jnl
Principle-Based Approach for the De-Identification of Code-Mixed Electronic Health Records.
IEEE Access
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
2021 J jnl
A Survey of Utility-Oriented Pattern Mining.
IEEE Trans. Knowl. Data Eng.
Wensheng Gan, Jerry Chun-Wei Lin, Philippe Fournier-Viger, Han-Chieh Chao, Vincent S. Tseng, Philip S. Yu
2021 J jnl
Convolutional neural network based automatic screening tool for cardiovascular diseases using different intervals of ECG signals.
Comput. Methods Programs Biomed.
Hao Dai, Hsin-Ginn Hwang, Vincent S. Tseng
2021 — ed.
Database Systems for Advanced Applications - 26th International Conference, DASFAA 2021, Taipei, Taiwan, April 11-14, 2021, Proceedings, Part I
DASFAA (1)
Christian S. Jensen, Ee-Peng Lim, De-Nian Yang, Wang-Chien Lee, Vincent S. Tseng, Vana Kalogeraki, Jen-Wei Huang, Chih-Ya Shen
2021 — ed.
Database Systems for Advanced Applications - 26th International Conference, DASFAA 2021, Taipei, Taiwan, April 11-14, 2021, Proceedings, Part II
DASFAA (2)
Christian S. Jensen, Ee-Peng Lim, De-Nian Yang, Wang-Chien Lee, Vincent S. Tseng, Vana Kalogeraki, Jen-Wei Huang, Chih-Ya Shen
2021 — ed.
Database Systems for Advanced Applications - 26th International Conference, DASFAA 2021, Taipei, Taiwan, April 11-14, 2021, Proceedings, Part III
DASFAA (3)
Christian S. Jensen, Ee-Peng Lim, De-Nian Yang, Wang-Chien Lee, Vincent S. Tseng, Vana Kalogeraki, Jen-Wei Huang, Chih-Ya Shen
2021 J jnl
Dynamic Graph Mining for Multi-weight Multi-destination Route Planning with Deadlines Constraints.
ACM Trans. Knowl. Discov. Data
Yu Huang, Josh Jia-Ching Ying, Philip S. Yu, Vincent S. Tseng
2021 J jnl
Editor's Note.
Int. J. Interact. Multim. Artif. Intell.
Jerry Chun-Wei Lin, Gautam Srivastava, Vincent S. Tseng
2021 B conf
GAWD: graph anomaly detection in weighted directed graph databases.
ASONAM
Meng-Chieh Lee, Hung T. Nguyen, Dimitris Berberidis, Vincent S. Tseng, Leman Akoglu
2021 J jnl
Guest Editorial: Artificial Intelligence for Securing Industrial-Based Cyber-Physical Systems.
IEEE Trans. Ind. Informatics
Gautam Srivastava, Jerry Chun-Wei Lin, Xuyun Zhang, Vincent S. Tseng
2021 J jnl
IEEE Access Special Section Editorial: Utility-Pattern Mining: Theoretical Analytics and Applications.
IEEE Access
Jerry Chun-Wei Lin, Philippe Fournier-Viger, Vincent S. Tseng, Philip S. Yu
2021 J jnl
Snippet Policy Network for Multi-class Varied-length ECG Early Classification.
CoRR
Yu Huang, Gary G. Yen, Vincent S. Tseng
2021 J jnl
Spatio-attention embedded recurrent neural network for air quality prediction.
Knowl. Based Syst.
Yu Huang, Josh Jia-Ching Ying, Vincent S. Tseng
2021 C conf
Stable High Utility Itemset Mining.
iiWAS
Acquah Hackman, Yu Huang, Philippe Fournier-Viger, Vincent S. Tseng
2020 B ed.
7th IEEE International Conference on Data Science and Advanced Analytics, DSAA 2020, Sydney, Australia, October 6-9, 2020
DSAA
Geoffrey I. Webb, Zhongfei Zhang, Vincent S. Tseng, Graham Williams, Michalis Vlachos, Longbing Cao
2020 J jnl
A Personalized Music Recommender System Using User Contents, Music Contents and Preference Ratings.
Vietnam. J. Comput. Sci.
Ja-Hwung Su, Chu-Yu Chin, Yi-Wen Liao, Hsiao-Chuan Yang, Vincent S. Tseng, Sun-Yuan Hsieh
2020 A conf
An Effective and Efficient Algorithm for Detecting Exact Deletion Breakpoints from Viral Next-Generation Sequencing Data.
ICS
Ji-Hong Cheng, Wen-Chun Liu, Ting-Tsung Chang, Sun-Yuan Hsieh, Vincent S. Tseng
2020 — conf
AutoAudit: Mining Accounting and Time-Evolving Graphs.
IEEE BigData
Meng-Chieh Lee, Yue Zhao, Aluna Wang, Pierre Jinghong Liang, Leman Akoglu, Vincent S. Tseng, Christos Faloutsos
2020 J jnl
AutoAudit: Mining Accounting and Time-Evolving Graphs.
CoRR
Meng-Chieh Lee, Yue Zhao, Aluna Wang, Pierre Jinghong Liang, Leman Akoglu, Vincent S. Tseng, Christos Faloutsos
2020 J jnl
Computational Intelligence Techniques for Combating COVID-19: A Survey.
IEEE Comput. Intell. Mag.
Vincent S. Tseng, Josh Jia-Ching Ying, Stephen T. C. Wong, Diane J. Cook, Jiming Liu
2020 J jnl
Efficient methods for mining weighted clickstream patterns.
Expert Syst. Appl.
Huy Minh Huynh, Loan T. T. Nguyen, Bay Vo, Anh Nguyen, Vincent S. Tseng
2020 — conf
PURL: Periodic User Representation Learning from Temporal Event Records for Personalized Health Management.
BigComp
Yu Huang, Chih-Ling Hsu, Vincent S. Tseng
2020 J jnl
Predicting Ventricular Fibrillation Through Deep Learning.
IEEE Access
Li-Ming Tseng, Vincent S. Tseng
2020 J jnl
[Guest Editorial].
IEEE Comput. Intell. Mag.
Vincent S. Tseng, Stephen T. C. Wong, Diane J. Cook, Jiming Liu
2019 — conf
An Efficient Algorithm for Mining High Utility Quantitative Itemsets.
ICDM Workshops
Chia Hua Li, Cheng-Wei Wu, Jiantao Huang, Vincent S. Tseng
2019 C conf
DeepIdentifier: A Deep Learning-Based Lightweight Approach for User Identity Recognition.
ADMA
Meng-Chieh Lee, Yu Huang, Josh Jia-Ching Ying, Chien Chen, Vincent S. Tseng
2019 J jnl
Discovering negative comments by sentiment analysis on web forum.
World Wide Web
Wei-Yun Hsu, Hui-Huang Hsu, Vincent S. Tseng
2019 J jnl
Epileptic Seizure Prediction With Multi-View Convolutional Neural Networks.
IEEE Access
Chien-Liang Liu, Bin Xiao, Wen-Hoar Hsaio, Vincent S. Tseng
2019 — conf
Large-scale Classification of 12-lead ECG with Deep Learning.
BHI
Yu-Jhen Chen, Chien-Liang Liu, Vincent S. Tseng, Yu-Feng Hu, Shih-Ann Chen
2019 — conf
Long-Term Traffic Time Prediction Using Deep Learning with Integration of Weather Effect.
PAKDD (2)
Chih-Hsin Chou, Yu Huang, Chian-Yun Huang, Vincent S. Tseng
2019 C conf
Mining Emerging High Utility Itemsets over Streaming Database.
ADMA
Acquah Hackman, Yu Huang, Philip S. Yu, Vincent S. Tseng
2019 J jnl
Mining high-utility itemsets in dynamic profit databases.
Knowl. Based Syst.
Loan T. T. Nguyen, Phuc Nguyen, Trinh D. D. Nguyen, Bay Vo, Philippe Fournier-Viger, Vincent S. Tseng
2019 — conf
Multivariate Time Series Early Classification with Interpretability Using Deep Learning and Attention Mechanism.
PAKDD (3)
En-Yu Hsu, Chien-Liang Liu, Vincent S. Tseng
2019 — conf
Parallel Mining of Top-k High Utility Itemsets in Spark In-Memory Computing Architecture.
PAKDD (2)
Chun-Han Lin, Cheng-Wei Wu, Jiantao Huang, Vincent S. Tseng
2019 J jnl
Parallel big image data retrieval by conceptualised clustering and un-conceptualised clustering.
Int. J. High Perform. Comput. Netw.
Ja-Hwung Su, Chu-Yu Chin, Jyun-Yu Li, Vincent S. Tseng
2019 C conf
Robust Sensor-based Human Activity Recognition with Snippet Consensus Neural Networks.
BSN
Yu Huang, Meng-Chieh Lee, Vincent S. Tseng, Ching-Jui Hsiao, Chi-Chiang Huang
2018 J jnl
A Survey of Utility-Oriented Pattern Mining.
CoRR
Wensheng Gan, Jerry Chun-Wei Lin, Philippe Fournier-Viger, Han-Chieh Chao, Vincent S. Tseng, Philip S. Yu
2018 — ed.
Advances in Knowledge Discovery and Data Mining - 22nd Pacific-Asia Conference, PAKDD 2018, Melbourne, VIC, Australia, June 3-6, 2018, Proceedings, Part I
PAKDD (1)
Dinh Q. Phung, Vincent S. Tseng, Geoffrey I. Webb, Bao Ho, Mohadeseh Ganji, Lida Rashidi
2018 — ed.
Advances in Knowledge Discovery and Data Mining - 22nd Pacific-Asia Conference, PAKDD 2018, Melbourne, VIC, Australia, June 3-6, 2018, Proceedings, Part II
PAKDD (2)
Dinh Q. Phung, Vincent S. Tseng, Geoffrey I. Webb, Bao Ho, Mohadeseh Ganji, Lida Rashidi
2018 — ed.
Advances in Knowledge Discovery and Data Mining - 22nd Pacific-Asia Conference, PAKDD 2018, Melbourne, VIC, Australia, June 3-6, 2018, Proceedings, Part III
PAKDD (3)
Dinh Q. Phung, Vincent S. Tseng, Geoffrey I. Webb, Bao Ho, Mohadeseh Ganji, Lida Rashidi
2018 — conf
Effective Risk Assessment of Type 2 Diabetes Using Diagnostic Information Retrieval.
SCIS&ISIS
Chu-Yu Chin, Sun-Yuan Hsieh, Vincent S. Tseng
2018 — conf
Emerging Product Topics Prediction in Social Media without Social Structure Information.
WWW (Companion Volume)
Sinya Peng, Vincent S. Tseng, Che-Wei Liang, Man-Kwan Shan
2018 — conf
Mining Trending High Utility Itemsets from Temporal Transaction Databases.
DEXA (2)
Acquah Hackman, Yu Huang, Vincent S. Tseng
2018 B conf
Multivariate Time Series Early Classification Using Multi-Domain Deep Neural Network.
DSAA
Huai-Shuo Huang, Chien-Liang Liu, Vincent S. Tseng
2018 — conf
Music Recommendation Based on Information of User Profiles, Music Genres and User Ratings.
ACIIDS (1)
Ja-Hwung Su, Chu-Yu Chin, Hsiao-Chuan Yang, Vincent S. Tseng, Sun-Yuan Hsieh
2017 — conf
A Big Data Analytical Framework for Sports Behavior Mining and Personalized Health Services.
TAAI
Vincent S. Tseng, Chih-Hsin Chou, Kai-Qi Yang, Jerry C. C. Tseng
2017 — conf
A Fast Fourier Transform-Coupled Machine Learning-Based Ensemble Model for Disease Risk Prediction Using a Real-Life Dataset.
PAKDD (1)
Raid Lafta, Ji Zhang, Xiaohui Tao, Yan Li, Wessam Abbas, Yonglong Luo, Fulong Chen, Vincent S. Tseng
2017 J jnl
A novel methodology for stock investment using high utility episode mining and genetic algorithm.
Appl. Soft Comput.
Yu-Feng Lin, Chien-Feng Huang, Vincent S. Tseng
2017 J jnl
An Efficient Framework for Multirequest Route Planning in Urban Environments.
IEEE Trans. Intell. Transp. Syst.
Eric Hsueh-Chan Lu, Huan-Sheng Chen, Vincent S. Tseng
2017 J jnl
EFIM: a fast and memory efficient algorithm for high-utility itemset mining.
Knowl. Inf. Syst.
Souleymane Zida, Philippe Fournier-Viger, Jerry Chun-Wei Lin, Cheng-Wei Wu, Vincent S. Tseng
2017 — conf
Early Classification of Multivariate Time Series on Distributed and In-Memory Platforms.
PAKDD (Workshops)
Vincent S. Tseng, Huai-Shuo Huang, Chia-Wei Huang, Ping-Feng Wang, Chu-Feng Li
2017 J jnl
Effective social content-based collaborative filtering for music recommendation.
Intell. Data Anal.
Ja-Hwung Su, Wei-Yi Chang, Vincent S. Tseng
2017 B conf
Efficient Multi-Destinations Route Planning with Deadlines and Cost Constraints.
MDM
Yu Huang, Bo-Hau Lin, Vincent S. Tseng
2017 — conf
Efficient big image data retrieval using clustering index and parallel computation.
iCAST
Ja-Hwung Su, Chu-Yu Chin, Jyun-Yu Li, Vincent S. Tseng
2017 J jnl
Efficiently mining high utility sequential patterns in static and streaming data.
Intell. Data Anal.
Morteza Zihayat, Cheng-Wei Wu, Aijun An, Vincent S. Tseng, Chien Lin
2017 J jnl
Efficiently mining uncertain high-utility itemsets.
Soft Comput.
Jerry Chun-Wei Lin, Wensheng Gan, Philippe Fournier-Viger, Tzung-Pei Hong, Vincent S. Tseng
2017 C conf
Long-Term User Location Prediction Using Deep Learning and Periodic Pattern Mining.
ADMA
Mun Hou Wong, Vincent S. Tseng, Jerry C. C. Tseng, Sun-Wei Liu, Cheng-Hung Tsai
2017 — conf
Mining High-Utility Itemsets with Both Positive and Negative Unit Profits from Uncertain Databases.
PAKDD (1)
Wensheng Gan, Jerry Chun-Wei Lin, Philippe Fournier-Viger, Han-Chieh Chao, Vincent S. Tseng
2017 — conf
Mining Life Patterns from Wearable Sensors Data for Elderly Anomaly Detection.
TAAI
Cheng-Hung Tsai, Cheng-Hao Chu, Sun-Wei Liu, Sun-Yuan Hsieh, Vincent S. Tseng
2017 J jnl
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
Yi-Ting Cheng, Yu-Feng Lin, Kuo-Hwa Chiang, Vincent S. Tseng
2017 A ed.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017
CIKM
Ee-Peng Lim, Marianne Winslett, Mark Sanderson, Ada Wai-Chee Fu, Jimeng Sun, J. Shane Culpepper, Eric Lo, Joyce C. Ho, Debora Donato, Rakesh Agrawal, Yu Zheng, Carlos Castillo, Aixin Sun, Vincent S. Tseng, Chenliang Li
2016 J jnl
A GA-based approach for finding appropriate granularity levels of patterns from time series.
Int. J. Web Grid Serv.
Chun-Hao Chen, Vincent S. Tseng, Hsieh-Hui Yu, Tzung-Pei Hong, Neil Y. Yen
2016 B conf
A scalable complex event analytical system with incremental episode mining over data streams.
CEC
Jerry C. C. Tseng, Jia-Yuan Gu, Ping-Feng Wang, Ching-Yu Chen, Chu-Feng Li, Vincent S. Tseng
2016 J jnl
An intelligent recommender system based on predictive analysis in telehealthcare environment.
Web Intell.
Raid Lafta, Ji Zhang, Xiaohui Tao, Yan Li, Vincent S. Tseng, Yonglong Luo, Fulong Chen
2016 — conf
EFIM-Closed: Fast and Memory Efficient Discovery of Closed High-Utility Itemsets.
MLDM
Philippe Fournier-Viger, Souleymane Zida, Jerry Chun-Wei Lin, Cheng-Wei Wu, Vincent S. Tseng
2016 J jnl
Efficient Algorithms for Mining Top-K High Utility Itemsets.
IEEE Trans. Knowl. Data Eng.
Vincent S. Tseng, Cheng-Wei Wu, Philippe Fournier-Viger, Philip S. Yu
2016 — conf
Efficient Mining of Uncertain Data for High-Utility Itemsets.
WAIM (1)
Jerry Chun-Wei Lin, Wensheng Gan, Philippe Fournier-Viger, Tzung-Pei Hong, Vincent S. Tseng
2016 J jnl
Efficient algorithms for mining high-utility itemsets in uncertain databases.
Knowl. Based Syst.
Jerry Chun-Wei Lin, Wensheng Gan, Philippe Fournier-Viger, Tzung-Pei Hong, Vincent S. Tseng
2016 Misc conf
Efficient closed high-utility itemset mining.
SAC
Philippe Fournier-Viger, Souleymane Zida, Jerry Chun-Wei Lin, Cheng-Wei Wu, Vincent S. Tseng
2016 J jnl
Fast algorithms for mining high-utility itemsets with various discount strategies.
Adv. Eng. Informatics
Jerry Chun-Wei Lin, Wensheng Gan, Philippe Fournier-Viger, Tzung-Pei Hong, Vincent S. Tseng
2016 C conf
IRS-HD: An Intelligent Personalized Recommender System for Heart Disease Patients in a Tele-Health Environment.
ADMA
Raid Lafta, Ji Zhang, Xiaohui Tao, Yan Li, Vincent S. Tseng
2016 J jnl
Integrating tourist packages and tourist attractions for personalized trip planning based on travel constraints.
GeoInformatica
Eric Hsueh-Chan Lu, Shih Hsin Fang, Vincent S. Tseng
2016 — conf
Mining Minimal High-Utility Itemsets.
DEXA (1)
Philippe Fournier-Viger, Jerry Chun-Wei Lin, Cheng-Wei Wu, Vincent S. Tseng, Usef Faghihi
2016 — conf
Mining disease sequential risk patterns from nationwide clinical databases for early assessment of chronic obstructive pulmonary disease.
BHI
Yi-Ting Cheng, Yu-Feng Lin, Kuo-Hwa Chiang, Vincent S. Tseng
2016 B conf
PFrauDetector: A Parallelized Graph Mining Approach for Efficient Fraudulent Phone Call Detection.
ICPADS
Josh Jia-Ching Ying, Ji Zhang, Che-Wei Huang, Kuan-Ta Chen, Vincent S. Tseng
2016 J jnl
Weighted frequent itemset mining over uncertain databases.
Appl. Intell.
Jerry Chun-Wei Lin, Wensheng Gan, Philippe Fournier-Viger, Tzung-Pei Hong, Vincent S. Tseng
2015 — conf
A Novel Complex-Events Analytical System Using Episode Pattern Mining Techniques.
IScIDE (2)
Jerry C. C. Tseng, Jia-Yuan Gu, Ping-Feng Wang, Ching-Yu Chen, Vincent S. Tseng
2015 — conf
An Intelligent Recommender System Based on Short-Term Risk Prediction for Heart Disease Patients.
WI-IAT (3)
Raid Lafta, Ji Zhang, Xiaohui Tao, Yan Li, Vincent S. Tseng
2015 — conf
An interactive healthcare system with personalized diet and exercise guideline recommendation.
TAAI
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
2015 — conf
CPT+: Decreasing the Time/Space Complexity of the Compact Prediction Tree.
PAKDD (2)
Ted Gueniche, Philippe Fournier-Viger, Rajeev Raman, Vincent S. Tseng
2015 J jnl
Discovering utility-based episode rules in complex event sequences.
Expert Syst. Appl.
Yu-Feng Lin, Cheng-Wei Wu, Chien-Feng Huang, Vincent S. Tseng
2015 — conf
EFIM: A Highly Efficient Algorithm for High-Utility Itemset Mining.
MICAI (1)
Souleymane Zida, Philippe Fournier-Viger, Jerry Chun-Wei Lin, Cheng-Wei Wu, Vincent S. Tseng
2015 J jnl
Efficient Algorithms for Mining the Concise and Lossless Representation of High Utility Itemsets.
IEEE Trans. Knowl. Data Eng.
Vincent S. Tseng, Cheng-Wei Wu, Philippe Fournier-Viger, Philip S. Yu
2015 — conf
Efficient Mining of High-Utility Sequential Rules.
MLDM
Souleymane Zida, Philippe Fournier-Viger, Cheng-Wei Wu, Jerry Chun-Wei Lin, Vincent S. Tseng
2015 J jnl
Efficient algorithms for mining up-to-date high-utility patterns.
Adv. Eng. Informatics
Jerry Chun-Wei Lin, Wensheng Gan, Tzung-Pei Hong, Vincent S. Tseng
2015 J jnl
Finding Active Membership Functions for Genetic-Fuzzy Data Mining.
Int. J. Inf. Technol. Decis. Mak.
Chun-Hao Chen, Tzung-Pei Hong, Yeong-Chyi Lee, Vincent S. Tseng
2015 A* conf
FrauDetector: A Graph-Mining-based Framework for Fraudulent Phone Call Detection.
KDD
Vincent S. Tseng, Jia-Ching Ying, Che-Wei Huang, Yimin Kao, Kuan-Ta Chen
2015 Misc conf
Hewin: High expected weighted itemset mining in uncertain databases.
ICMLC
Jerry Chun-Wei Lin, Wensheng Gan, Tzung-Pei Hong, Vincent S. Tseng
2015 — conf
Mining High Utility Itemsets in Big Data.
PAKDD (2)
Ying Chun Lin, Cheng-Wei Wu, Vincent S. Tseng
2015 — conf
Mining High Utility Sequential Patterns from Evolving Data Streams.
ASE BD&SI
Morteza Zihayat, Cheng-Wei Wu, Aijun An, Vincent S. Tseng
2015 J jnl
Mining Partially-Ordered Sequential Rules Common to Multiple Sequences.
IEEE Trans. Knowl. Data Eng.
Philippe Fournier-Viger, Cheng-Wei Wu, Vincent S. Tseng, Longbing Cao, Roger Nkambou
2015 — conf
Mining Potential High-Utility Itemsets over Uncertain Databases.
ASE BD&SI
Jerry Chun-Wei Lin, Wensheng Gan, Philippe Fournier-Viger, Tzung-Pei Hong, Vincent S. Tseng
2015 — conf
Mining closed+ high utility itemsets without candidate generation.
TAAI
Cheng-Wei Wu, Philippe Fournier-Viger, Jia-Yuan Gu, Vincent S. Tseng
2015 B conf
Mining high-utility itemsets with various discount strategies.
DSAA
Jerry Chun-Wei Lin, Wensheng Gan, Philippe Fournier-Viger, Tzung-Pei Hong, Vincent S. Tseng
2015 — conf
Reliable Early Classification on Multivariate Time Series with Numerical and Categorical Attributes.
PAKDD (1)
Yu-Feng Lin, Hsuan-Hsu Chen, Vincent S. Tseng, Jian Pei
2015 — conf
Transfer Learning on High Variety Domains for Activity Recognition.
ASE BD&SI
Josh Jia-Ching Ying, Bo-Hau Lin, Vincent S. Tseng, Sun-Yuan Hsieh
2015 — conf
UP-Miner: A Utility Pattern Mining Toolbox.
ICDM Workshops
Vincent S. Tseng, Cheng-Wei Wu, Jun-Han Lin, Philippe Fournier-Viger
2014 — conf
A Framework for Personalized Diet and Exercise Guideline Recommendation.
TAAI
Yu-Feng Lin, Cheng-Hao Chu, Bo-Hau Lin, Yi-Ching Yang, Vincent S. Tseng, Miin-Luen Day, Shyh-Chyi Wang, Kuen-Rong Lo
2014 J jnl
A Novel Episode Mining Methodology for Stock Investment.
J. Inf. Sci. Eng.
Yu-Feng Lin, Chien-Feng Huang, Vincent S. Tseng
2014 — ed.
Advances in Knowledge Discovery and Data Mining - 18th Pacific-Asia Conference, PAKDD 2014, Tainan, Taiwan, May 13-16, 2014. Proceedings, Part I
PAKDD (1)
Vincent S. Tseng, Tu Bao Ho, Zhi-Hua Zhou, Arbee L. P. Chen, Hung-Yu Kao
2014 — ed.
Advances in Knowledge Discovery and Data Mining - 18th Pacific-Asia Conference, PAKDD 2014, Tainan, Taiwan, May 13-16, 2014. Proceedings, Part II
PAKDD (2)
Vincent S. Tseng, Tu Bao Ho, Zhi-Hua Zhou, Arbee L. P. Chen, Hung-Yu Kao
2014 J jnl
An efficient projection-based indexing approach for mining high utility itemsets.
Knowl. Inf. Syst.
Guo-Cheng Lan, Tzung-Pei Hong, Vincent S. Tseng
2014 J jnl
Applying the maximum utility measure in high utility sequential pattern mining.
Expert Syst. Appl.
Guo-Cheng Lan, Tzung-Pei Hong, Vincent S. Tseng, Shyue-Liang Wang
2014 B conf
ERMiner: Sequential Rule Mining Using Equivalence Classes.
IDA
Philippe Fournier-Viger, Ted Gueniche, Souleymane Zida, Vincent S. Tseng
2014 J jnl
Effective peak alignment for mass spectrometry data analysis using two-phase clustering approach.
Int. J. Data Min. Bioinform.
Yu-Cheng Liu, Lien-Chin Chen, Chi-Wei Liu, Vincent S. Tseng
2014 A conf
Efficient Mining of Frequent Target Episodes from Complex Event Sequences.
ICS
Yu-Feng Lin, Pei-Wen Jiang, Vincent S. Tseng
2014 Misc conf
Efficient vertical mining of high utility quantitative itemsets.
GrC
Chia Hua Li, Cheng-Wei Wu, Vincent S. Tseng
2014 C conf
FHM: Faster High-Utility Itemset Mining Using Estimated Utility Co-occurrence Pruning.
ISMIS
Philippe Fournier-Viger, Cheng-Wei Wu, Souleymane Zida, Vincent S. Tseng
2014 B conf
Location semantics prediction for living analytics by mining smartphone data.
DSAA
Chi-Min Huang, Josh Jia-Ching Ying, Vincent S. Tseng, Zhi-Hua Zhou
2014 J jnl
Mining User Check-In Behavior with a Random Walk for Urban Point-of-Interest Recommendations.
ACM Trans. Intell. Syst. Technol.
Josh Jia-Ching Ying, Wen-Ning Kuo, Vincent S. Tseng, Eric Hsueh-Chan Lu
2014 J jnl
MiningABs: mining associated biomarkers across multi-connected gene expression datasets.
BMC Bioinform.
Chun-Pei Cheng, Christopher M. DeBoever, Kelly A. Frazer, Yu-Cheng Liu, Vincent S. Tseng
2014 J jnl
Network-based analysis identifies epigenetic biomarkers of esophageal squamous cell carcinoma progression.
Bioinform.
Chun-Pei Cheng, I-Ying Kuo, Hakan Alakus, Kelly A. Frazer, Olivier Harismendy, Yi-Ching Wang, Vincent S. Tseng
2014 C conf
Novel Concise Representations of High Utility Itemsets Using Generator Patterns.
ADMA
Philippe Fournier-Viger, Cheng-Wei Wu, Vincent S. Tseng
2014 J jnl
On-shelf utility mining with negative item values.
Expert Syst. Appl.
Guo-Cheng Lan, Tzung-Pei Hong, Jen-peng Huang, Vincent S. Tseng
2014 J jnl
Prediction of regulatory gene pairs using dynamic time warping and gene ontology.
Int. J. Data Min. Bioinform.
Andy C. Yang, Hui-Huang Hsu, Ming-Da Lu, Vincent S. Tseng, Timothy K. Shih
2014 J jnl
SPMF: a Java open-source pattern mining library.
J. Mach. Learn. Res.
Philippe Fournier-Viger, Antonio Gomariz, Ted Gueniche, Azadeh Soltani, Cheng-Wei Wu, Vincent S. Tseng
2014 Misc conf
Semantic content-based music retrieval using audio and fuzzy-music-sense features.
GrC
Ja-Hwung Su, Chun-Yen Wang, Ting-Wei Chiu, Josh Jia-Ching Ying, Vincent S. Tseng
2014 J jnl
Semantic trajectory-based high utility item recommendation system.
Expert Syst. Appl.
Jia-Ching Ying, Huan-Sheng Chen, Kawuu Weicheng Lin, Eric Hsueh-Chan Lu, Vincent S. Tseng, Huan-Wen Tsai, Kuang Hung Cheng, Shun-Chieh Lin
2014 — ed.
Trends and Applications in Knowledge Discovery and Data Mining - PAKDD 2014 International Workshops: DANTH, BDM, MobiSocial, BigEC, CloudSD, MSMV-MBI, SDA, DMDA-Health, ALSIP, SocNet, DMBIH, BigPMA,Tainan, Taiwan, May 13-16, 2014. Revised Selected Papers
PAKDD Workshops
Wen-Chih Peng, Haixun Wang, James Bailey, Vincent S. Tseng, Tu Bao Ho, Zhi-Hua Zhou, Arbee L. P. Chen
2014 — conf
Trip Recommendation with Multiple User Constraints by Integrating Point-of-Interests and Travel Packages.
MDM (1)
Shih Hsin Fang, Eric Hsueh-Chan Lu, Vincent S. Tseng
2014 — conf
VMSP: Efficient Vertical Mining of Maximal Sequential Patterns.
Canadian AI
Philippe Fournier-Viger, Cheng-Wei Wu, Antonio Gomariz, Vincent S. Tseng
2014 C conf
WBPL: An Open-Source Library for Predicting Web Surfing Behaviors.
ISMIS
Ted Gueniche, Philippe Fournier-Viger, Roger Nkambou, Vincent S. Tseng
2013 J jnl
A hybrid scheme for energy-efficient object tracking in sensor networks.
Knowl. Inf. Syst.
Ming-Hua Hsieh, Kawuu Weicheng Lin, Vincent S. Tseng
2013 — ed.
Advances in Knowledge Discovery and Data Mining, 17th Pacific-Asia Conference, PAKDD 2013, Gold Coast, Australia, April 14-17, 2013, Proceedings, Part I
PAKDD (1)
Jian Pei, Vincent S. Tseng, Longbing Cao, Hiroshi Motoda, Guandong Xu
2013 — ed.
Advances in Knowledge Discovery and Data Mining, 17th Pacific-Asia Conference, PAKDD 2013, Gold Coast, Australia, April 14-17, 2013, Proceedings, Part II
PAKDD (2)
Jian Pei, Vincent S. Tseng, Longbing Cao, Hiroshi Motoda, Guandong Xu
2013 J jnl
An efficient method for mining cross-timepoint gene regulation sequential patterns from time course gene expression datasets.
BMC Bioinform.
Chun-Pei Cheng, Yu-Cheng Liu, Yi-Lin Tsai, Vincent S. Tseng
2013 — conf
Compact Prediction Tree: A Lossless Model for Accurate Sequence Prediction.
ADMA (2)
Ted Gueniche, Philippe Fournier-Viger, Vincent S. Tseng
2013 J jnl
Efficient Algorithms for Mining High Utility Itemsets from Transactional Databases.
IEEE Trans. Knowl. Data Eng.
Vincent S. Tseng, Bai-En Shie, Cheng-Wei Wu, Philip S. Yu
2013 — conf
Efficient Approaches for Multi-requests Route Planning in Urban Areas.
MDM (1)
Eric Hsueh-Chan Lu, Huan-Sheng Chen, Vincent S. Tseng
2013 J jnl
Efficient algorithms for discovering high utility user behavior patterns in mobile commerce environments.
Knowl. Inf. Syst.
Bai-En Shie, Hui-Fang Hsiao, Vincent S. Tseng
2013 — conf
Empirical analysis of multi-labeling algorithms for music emotion annotation.
ICME Workshops
Ja-Hwung Su, Yi-Cheng Tsai, Vincent S. Tseng
2013 — conf
Mining Maximal Sequential Patterns without Candidate Maintenance.
ADMA (1)
Philippe Fournier-Viger, Cheng-Wei Wu, Vincent S. Tseng
2013 J jnl
Mining differential top-k co-expression patterns from time course comparative gene expression datasets.
BMC Bioinform.
Yu-Cheng Liu, Chun-Pei Cheng, Vincent S. Tseng
2013 J jnl
Mining geographic-temporal-semantic patterns in trajectories for location prediction.
ACM Trans. Intell. Syst. Technol.
Josh Jia-Ching Ying, Wang-Chien Lee, Vincent S. Tseng
2013 A* conf
Mining high utility episodes in complex event sequences.
KDD
Cheng-Wei Wu, Yu-Feng Lin, Philip S. Yu, Vincent S. Tseng
2013 J jnl
Mining interesting user behavior patterns in mobile commerce environments.
Appl. Intell.
Bai-En Shie, Philip S. Yu, Vincent S. Tseng
2013 B conf
Personalized Music Recommendation by Mining Social Media Tags.
KES
Ja-Hwung Su, Wei-Yi Chang, Vincent S. Tseng
2013 — conf
Preference-Aware Community Detection for Item Recommendation.
TAAI
Jia-Ching Ying, Bo-Nian Shi, Vincent S. Tseng, Huan-Wen Tsai, Kuang Hung Cheng, Shun-Chieh Lin
2013 J jnl
Preference-oriented mining techniques for location-based store search.
Knowl. Inf. Syst.
Jess Soo-Fong Tan, Eric Hsueh-Chan Lu, Vincent S. Tseng
2013 — ed.
Smart Health - International Conference, ICSH 2013, Beijing, China, August 3-4, 2013. Proceedings
ICSH
Daniel Zeng, Christopher C. Yang, Vincent S. Tseng, Chunxiao Xing, Hsinchun Chen, Fei-Yue Wang, Xiaolong Zheng
2013 Misc conf
TNS: mining top-k non-redundant sequential rules.
SAC
Philippe Fournier-Viger, Vincent S. Tseng
2013 J jnl
Time series pattern discovery by a PIP-based evolutionary approach.
Soft Comput.
Chun-Hao Chen, Vincent S. Tseng, Hsieh-Hui Yu, Tzung-Pei Hong
2013 — ed.
Trends and Applications in Knowledge Discovery and Data Mining - PAKDD 2013 International Workshops: DMApps, DANTH, QIMIE, BDM, CDA, CloudSD, Gold Coast, QLD, Australia, April 14-17, 2013, Revised Selected Papers
PAKDD Workshops
Jiuyong Li, Longbing Cao, Can Wang, Kay Chen Tan, Bo Liu, Jian Pei, Vincent S. Tseng
2013 B conf
TripCloud: An Intelligent Cloud-Based Trip Recommendation System.
SSTD
Josh Jia-Ching Ying, Eric Hsueh-Chan Lu, Bo-Nian Shi, Vincent S. Tseng
2012 — conf
A Mobile Framework for Personalized Diabetes Telecare.
TAAI
I-Hen Tsai, Yu-Feng Lin, Yi-Ching Yang, Vincent S. Tseng
2012 — conf
A Novel Methodology for Stock Investment Using Episode Mining and Technical Indicators.
TAAI
Yu-Feng Lin, Chien-Feng Huang, Vincent S. Tseng
2012 C conf
A One-Phase Method for Mining High Utility Mobile Sequential Patterns in Mobile Commerce Environments.
IEA/AIE
Bai-En Shie, Ji-Hong Cheng, Kun-Ta Chuang, Vincent S. Tseng
2012 J jnl
A Projection-Based Approach for Discovering High Average-Utility Itemsets.
J. Inf. Sci. Eng.
Guo-Cheng Lan, Tzung-Pei Hong, Vincent S. Tseng
2012 Misc conf
An improved approach for sequential utility pattern mining.
GrC
Guo-Cheng Lan, Tzung-Pei Hong, Vincent S. Tseng, Shyue-Liang Wang
2012 — conf
CTGR-Span: Efficient mining of cross-timepoint gene regulation sequential patterns from microarray datasets.
BIBM
Chun-Pei Cheng, Yi-Lin Tsai, Vincent S. Tseng
2012 — conf
Disease Risk Prediction by Mining Personalized Health Trend Patterns: A Case Study on Diabetes.
TAAI
Guo-Cheng Lan, Chao-Hui Lee, Yu-Yen Lee, Vincent S. Tseng, Jin-Shang Wu, Chu-Yu Chin, Miin-Luen Day, Shyh-Chyi Wang, Ching-Nain Chang, Shyr-Yuan Cheng
2012 J jnl
Editorial for the special issue of service computing and service oriented enterprise systems in design, manufacturing and supply chain.
J. Intell. Manuf.
Ying Liu, Rossi Setchi, Vincent S. Tseng, Feng Chun Wang
2012 — conf
Effective Music Retrieval by Sequential Pattern-Based Alignment.
TAAI
Ja-Hwung Su, Shao-Yu Fu, Vincent S. Tseng
2012 J jnl
Efficient algorithms for mining maximal high utility itemsets from data streams with different models.
Expert Syst. Appl.
Bai-En Shie, Philip S. Yu, Vincent S. Tseng
2012 Misc conf
Efficient pattern-based conceptual image retrieval.
GrC
Ja-Hwung Su, Chun-Yi Kuo, Vincent S. Tseng
2012 J jnl
Efficiently Mining High Average-Utility Itemsets with an Improved Upper-Bound Strategy.
Int. J. Inf. Technol. Decis. Mak.
Guo-Cheng Lan, Tzung-Pei Hong, Vincent S. Tseng
2012 J jnl
Finding Pareto-front Membership Functions in Fuzzy Data Mining.
Int. J. Comput. Intell. Syst.
Chun-Hao Chen, Tzung-Pei Hong, Vincent S. Tseng
2012 Misc conf
Followee recommendation in asymmetrical location-based social networks.
UbiComp
Josh Jia-Ching Ying, Eric Hsueh-Chan Lu, Vincent S. Tseng
2012 J jnl
Fuzzy data mining for time-series data.
Appl. Soft Comput.
Chun-Hao Chen, Tzung-Pei Hong, Vincent S. Tseng
2012 — conf
Mining Sequential Rules Common to Several Sequences with the Window Size Constraint.
Canadian AI
Philippe Fournier-Viger, Cheng-Wei Wu, Vincent S. Tseng, Roger Nkambou
2012 — conf
Mining Top-K Association Rules.
Canadian AI
Philippe Fournier-Viger, Cheng-Wei Wu, Vincent S. Tseng
2012 C conf
Mining Top-K Non-redundant Association Rules.
ISMIS
Philippe Fournier-Viger, Vincent S. Tseng
2012 A* conf
Mining top-K high utility itemsets.
KDD
Cheng-Wei Wu, Bai-En Shie, Vincent S. Tseng, Philip S. Yu
2012 Misc conf
Mining web navigation patterns with dynamic thresholds for navigation prediction.
GrC
Jia-Ching Ying, Chu-Yu Chin, Vincent S. Tseng
2012 — conf
Personalized trip recommendation with multiple constraints by mining user check-in behaviors.
SIGSPATIAL/GIS
Eric Hsueh-Chan Lu, Ching-Yu Chen, Vincent S. Tseng
2012 J jnl
Societally connected multimedia across cultures.
J. Zhejiang Univ. Sci. C
Zhongfei Zhang, Zhengyou Zhang, Ramesh C. Jain, Yueting Zhuang, Noshir S. Contractor, Alexander G. Hauptmann, Alejandro Jaimes, Wanqing Li, Alexander C. Loui, Tao Mei, Nicu Sebe, Yonghong Tian, Vincent S. Tseng, Qing Wang, Changsheng Xu, Huimin Yu, Shiwen Yu
2012 — conf
Urban point-of-interest recommendation by mining user check-in behaviors.
UrbComp@KDD
Josh Jia-Ching Ying, Eric Hsueh-Chan Lu, Wen-Ning Kuo, Vincent S. Tseng
2012 C conf
Using Partially-Ordered Sequential Rules to Generate More Accurate Sequence Prediction.
ADMA
Philippe Fournier-Viger, Ted Gueniche, Vincent S. Tseng
2011 B conf
A fast algorithm for mining frequent closed itemsets over stream sliding window.
FUZZ-IEEE
Show-Jane Yen, Cheng-Wei Wu, Yue-Shi Lee, Vincent S. Tseng, Chaur-Heh Hsieh
2011 J jnl
A novel data mining mechanism considering bio-signal and environmental data with applications on asthma monitoring.
Comput. Methods Programs Biomed.
Chao-Hui Lee, Jessie Chia-Yu Chen, Vincent S. Tseng
2011 J jnl
An Intelligent and Effective Mechanism for Mental Disorder Treatment by Using Biofeedback Analysis and Web Technologies.
Int. J. Softw. Eng. Knowl. Eng.
Bai-En Shie, Fong-Lin Jang, Vincent S. Tseng
2011 B conf
Challenges for Mobile Data Management in the Era of Cloud and Social Computing.
Mobile Data Management (1)
Chatschik Bisdikian, Bernhard Mitschang, Dino Pedreschi, Vincent S. Tseng, Claudio Bettini
2011 — conf
Discovering Valuable User Behavior Patterns in Mobile Commerce Environments.
PAKDD Workshops
Bai-En Shie, Hui-Fang Hsiao, Philip S. Yu, Vincent S. Tseng
2011 J jnl
Discovering relational-based association rules with multiple minimum supports on microarray datasets.
Bioinform.
Yu-Cheng Liu, Chun-Pei Cheng, Vincent S. Tseng
2011 J jnl
Discovery of high utility itemsets from on-shelf time periods of products.
Expert Syst. Appl.
Guo-Cheng Lan, Tzung-Pei Hong, Vincent S. Tseng
2011 — conf
Effective Content-Based Music Retrieval with Pattern-Based Relevance Feedback.
KES (2)
Ja-Hwung Su, Tzu-Shiang Hung, Chun-Jen Lee, Chung-Li Lu, Wei-Lun Chang, Vincent S. Tseng
2011 J jnl
Effective Semantic Annotation by Image-to-Concept Distribution Model.
IEEE Trans. Multim.
Ja-Hwung Su, Chien-Li Chou, Ching-Yung Lin, Vincent S. Tseng
2011 A* conf
Efficient Mining of a Concise and Lossless Representation of High Utility Itemsets.
ICDM
Cheng-Wei Wu, Philippe Fournier-Viger, Philip S. Yu, Vincent S. Tseng
2011 J jnl
Efficient Relevance Feedback for Content-Based Image Retrieval by Mining User Navigation Patterns.
IEEE Trans. Knowl. Data Eng.
Ja-Hwung Su, Wei-Jyun Huang, Philip S. Yu, Vincent S. Tseng
2011 J jnl
Genetic-fuzzy mining with multiple minimum supports based on fuzzy clustering.
Soft Comput.
Chun-Hao Chen, Tzung-Pei Hong, Vincent S. Tseng
2011 J jnl
Hybrid data mining approaches for prevention of drug dispensing errors.
J. Intell. Inf. Syst.
Lien-Chin Chen, Chun-Hao Chen, Hsiao-Ming Chen, Vincent S. Tseng
2011 J jnl
Microarray data classification by multi-information based gene scoring integrated with Gene Ontology.
Int. J. Data Min. Bioinform.
Vincent S. Tseng, Hsieh-Hui Yu
2011 J jnl
Mining Cluster-Based Temporal Mobile Sequential Patterns in Location-Based Service Environments.
IEEE Trans. Knowl. Data Eng.
Eric Hsueh-Chan Lu, Vincent S. Tseng, Philip S. Yu
2011 — conf
Mining High Utility Mobile Sequential Patterns in Mobile Commerce Environments.
DASFAA (1)
Bai-En Shie, Hui-Fang Hsiao, Vincent S. Tseng, Philip S. Yu
2011 — conf
Mining Top-K Sequential Rules.
ADMA (2)
Philippe Fournier-Viger, Vincent S. Tseng
2011 J jnl
Mining fastest path from trajectories with multiple destinations in road networks.
Knowl. Inf. Syst.
Eric Hsueh-Chan Lu, Wang-Chien Lee, Vincent S. Tseng
2011 A conf
Photosense: Make sense of your photos with enriched harmonic music via emotion association.
ICME
Ja-Hwung Su, Ming-Hua Hsieh, Tao Mei, Vincent S. Tseng
2011 — conf
Prediction of Essential Genes by Mining Gene Ontology Semantics.
ISBRA
Yu-Cheng Liu, Po-I Chiu, Hsuan-Cheng Huang, Vincent S. Tseng
2011 — conf
Semantic trajectory mining for location prediction.
GIS
Josh Jia-Ching Ying, Wang-Chien Lee, Tz-Chiao Weng, Vincent S. Tseng
2011 B conf
Trip-Mine: An Efficient Trip Planning Approach with Travel Time Constraints.
Mobile Data Management (1)
Eric Hsueh-Chan Lu, Chih-Yuan Lin, Vincent S. Tseng
2011 — conf
User association analysis of locales on location based social networks.
GIS-LBSN
Josh Jia-Ching Ying, Wang-Chien Lee, Mao Ye, Ching-Yu Chen, Vincent S. Tseng
2011 J jnl
WF-MSB: A weighted fuzzy-based biclustering method for gene expression data.
Int. J. Data Min. Bioinform.
Lien-Chin Chen, Philip S. Yu, Vincent S. Tseng
2010 B conf
A SPEA2-based genetic-fuzzy mining algorithm.
FUZZ-IEEE
Chun-Hao Chen, Tzung-Pei Hong, Vincent S. Tseng
2010 Misc conf
A Summary of Genetic-Fuzzy Data Mining Techniques.
GrC
Tzung-Pei Hong, Chun-Hao Chen, Vincent S. Tseng
2010 — conf
A Three-Scan Algorithm to Mine High On-Shelf Utility Itemsets.
ACIIDS (2)
Guo-Cheng Lan, Tzung-Pei Hong, Vincent S. Tseng
2010 Misc conf
A novel music recommender by discovering preferable perceptual-patterns from music pieces.
SAC
Ja-Hwung Su, Hsin-Ho Yeh, Vincent S. Tseng
2010 — conf
A novel peak alignment method for LC-MS data analysis using cluster-based techniques.
BIBM Workshops
Yu-Cheng Liu, Lien-Chin Chen, Hui-Yin Chang, Hsin-Yi Wu, Pao-Chi Liao, Vincent S. Tseng
2010 J jnl
A novel prediction-based strategy for object tracking in sensor networks by mining seamless temporal movement patterns.
Expert Syst. Appl.
Kawuu Weicheng Lin, Ming-Hua Hsieh, Vincent S. Tseng
2010 J jnl
A novel two-level clustering method for time series data analysis.
Expert Syst. Appl.
Cheng-Ping Lai, Pau-Choo Chung, Vincent S. Tseng
2010 — conf
Automatic Chinese Text Classification Using N-Gram Model.
ICCSA (3)
Show-Jane Yen, Yue-Shi Lee, Yu-Chieh Wu, Jia-Ching Ying, Vincent S. Tseng
2010 J jnl
Effective content-based video retrieval using pattern-indexing and matching techniques.
Expert Syst. Appl.
Ja-Hwung Su, Yu-Ting Huang, Hsin-Ho Yeh, Vincent S. Tseng
2010 A conf
Effective image semantic annotation by discovering visual-concept associations from image-concept distribution model.
ICME
Ja-Hwung Su, Chien-Li Chou, Ching-Yung Lin, Vincent S. Tseng
2010 Misc conf
Genetic-Fuzzy Data Mining Techniques.
GrC
Tzung-Pei Hong, Chun-Hao Chen, Vincent S. Tseng
2010 J jnl
Intelligent panic disorder treatment by using biofeedback analysis and web technologies.
Int. J. Bus. Intell. Data Min.
Bai-En Shie, Fong-Lin Jang, Vincent S. Tseng
2010 — conf
Mining user similarity from semantic trajectories.
GIS-LBSN
Josh Jia-Ching Ying, Eric Hsueh-Chan Lu, Wang-Chien Lee, Tz-Chiao Weng, Vincent S. Tseng
2010 J jnl
Music Recommendation Using Content and Context Information Mining.
IEEE Intell. Syst.
Ja-Hwung Su, Hsin-Ho Yeh, Philip S. Yu, Vincent S. Tseng
2010 Misc conf
Online mining of temporal maximal utility itemsets from data streams.
SAC
Bai-En Shie, Vincent S. Tseng, Philip S. Yu
2010 — conf
PTCR-Miner: Progressive Temporal Class Rule Mining for Multivariate Temporal Data Classification.
ICDM Workshops
Chao-Hui Lee, Vincent S. Tseng
2010 J jnl
Personalized rough-set-based recommendation by integrating multiple contents and collaborative information.
Inf. Sci.
Ja-Hwung Su, Bo-Wen Wang, Chin-Yuan Hsiao, Vincent S. Tseng
2010 A* conf
UP-Growth: an efficient algorithm for high utility itemset mining.
KDD
Vincent S. Tseng, Cheng-Wei Wu, Bai-En Shie, Philip S. Yu
2009 — conf
A Framework for Personalized Health Trend Analysis.
ISPAN
Guo-Cheng Lan, Chao-Hui Lee, Jin-Shang Wu, Huan-Chung Li, Shing-Hua Ho, Vincent S. Tseng
2009 J jnl
A genetic-fuzzy mining approach for items with multiple minimum supports.
Soft Comput.
Chun-Hao Chen, Tzung-Pei Hong, Vincent S. Tseng, Chang-Shing Lee
2009 J jnl
A novel method for personalized music recommendation.
Expert Syst. Appl.
Cheng-Che Lu, Vincent S. Tseng
2009 J jnl
An improved approach to find membership functions and multiple minimum supports in fuzzy data mining.
Expert Syst. Appl.
Chun-Hao Chen, Tzung-Pei Hong, Vincent S. Tseng
2009 J jnl
Cluster-based genetic segmentation of time series with DWT.
Pattern Recognit. Lett.
Vincent S. Tseng, Chun-Hao Chen, Pai-Chieh Huang, Tzung-Pei Hong
2009 J jnl
Effective temporal data classification by integrating sequential pattern mining and probabilistic induction.
Expert Syst. Appl.
Vincent S. Tseng, Chao-Hui Lee
2009 — conf
Efficient Incremental Mining of Qualified Web Traversal Patterns without Scanning Original Databases.
ICDM Workshops
Jia-Ching Ying, Vincent S. Tseng, Philip S. Yu
2009 J jnl
Efficient mining of multilevel gene association rules from microarray and gene ontology.
Inf. Syst. Frontiers
Vincent S. Tseng, Hsieh-Hui Yu, Shih-Chiang Yang
2009 J jnl
Energy-efficient real-time object tracking in multi-level sensor networks by mining and predicting movement patterns.
J. Syst. Softw.
Vincent S. Tseng, Eric Hsueh-Chan Lu
2009 — ch.
Genetic-Fuzzy Data Mining Techniques.
Encyclopedia of Complexity and Systems Science
Tzung-Pei Hong, Chun-Hao Chen, Vincent S. Tseng
2009 B conf
Mining Cluster-Based Mobile Sequential Patterns in Location-Based Service Environments.
Mobile Data Management
Eric Hsueh-Chan Lu, Vincent S. Tseng
2009 — conf
Mining Temporal Region-Based Service Patterns for Cooperative Caching in Wireless Multimedia Sensor Networks.
IIH-MSP
Kawuu Weicheng Lin, Ming-Hua Hsieh, Vincent S. Tseng
2009 J jnl
Mining fuzzy frequent trends from time series.
Expert Syst. Appl.
Chun-Hao Chen, Tzung-Pei Hong, Vincent S. Tseng
2009 — conf
Ontology-Based Semantic Web Image Retrieval by Utilizing Textual and Visual Annotations.
Web Intelligence/IAT Workshops
Ja-Hwung Su, Bo-Wen Wang, Hsin-Ho Yeh, Vincent S. Tseng
2009 B conf
Speeding up genetic-fuzzy mining by fuzzy clustering.
FUZZ-IEEE
Chun-Hao Chen, Tzung-Pei Hong, Vincent S. Tseng
2009 J jnl
Trading decryption for speeding encryption in Rebalanced-RSA.
J. Syst. Softw.
Hung-Min Sun, Mu-En Wu, M. Jason Hinek, Cheng-Ta Yang, Vincent S. Tseng
2008 B conf
A Cluster-Based Genetic-Fuzzy Mining Approach for Items with Multiple Minimum Supports.
PAKDD
Chun-Hao Chen, Tzung-Pei Hong, Vincent S. Tseng
2008 Misc conf
A Multi-objective Genetic-fuzzy Mining Algorithm.
GrC
Chun-Hao Chen, Tzung-Pei Hong, Vincent S. Tseng, Lien-Chin Chen
2008 B conf
A cluster-based genetic approach for segmentation of time series and pattern discovery.
IEEE Congress on Evolutionary Computation
Vincent S. Tseng, Chun-Hao Chen, Pai-Chieh Huang, Tzung-Pei Hong
2008 B conf
A divide-and-conquer genetic-fuzzy mining approach for items with multiple minimum supports.
FUZZ-IEEE
Chun-Hao Chen, Tzung-Pei Hong, Vincent S. Tseng
2008 B conf
An Integrated Data Mining System for Patient Monitoring with Applications on Asthma Care.
CBMS
Vincent S. Tseng, Chao-Hui Lee, Jessie Chia-Yu Chen
2008 J jnl
An efficient algorithm for mining temporal high utility itemsets from data streams.
J. Syst. Softw.
Chun-Jung Chu, Vincent S. Tseng, Tyne Liang
2008 J jnl
Cluster-Based Evaluation in Fuzzy-Genetic Data Mining.
IEEE Trans. Fuzzy Syst.
Chun-Hao Chen, Vincent S. Tseng, Tzung-Pei Hong
2008 B conf
Constrained Clustering for Gene Expression Data Mining.
PAKDD
Vincent S. Tseng, Lien-Chin Chen, Ching-Pin Kao
2008 Misc conf
Development of a Vital Sign Data Mining System for Chronic Patient Monitoring.
CISIS
Vincent S. Tseng, Lee-Cheng Chen, Chao-Hui Lee, Jin-Shang Wu, Yu-Chia Hsu
2008 — conf
Effective Ranking and Recommendation on Web Page Retrieval by Integrating Association Mining and PageRank.
Web Intelligence/IAT Workshops
Ja-Hwung Su, Bo-Wen Wang, Vincent S. Tseng
2008 — conf
Energy Efficient Object Tracking in Sensor Networks by Mining Temporal Moving Patterns.
SUTC
Vincent S. Tseng, Kawuu Weicheng Lin, Ming-Hua Hsieh
2008 — ch.
Fining Active Membership Functions in Fuzzy Data Mining.
Data Mining: Foundations and Practice
Tzung-Pei Hong, Chun-Hao Chen, Yu-Lung Wu, Vincent S. Tseng
2008 J jnl
Integrated Mining of Visual Features, Speech Features, and Frequent Patterns for Semantic Video Annotation.
IEEE Trans. Multim.
Vincent S. Tseng, Ja-Hwung Su, Jhih-Hong Huang, Chih-Jen Chen
2008 A conf
Intelligent Concept-Oriented and Content-Based Image Retrieval by using data mining and query decomposition techniques.
ICME
Vincent S. Tseng, Ja-Hwung Su, Hao-Hua Ku, Bo-Wen Wang
2008 — conf
Intelligent Multimedia Recommender by Integrating Annotation and Association Mining.
SUTC
Vincent S. Tseng, Ja-Hwung Su, Bo-Wen Wang, Chin-Yuan Hsiao, Jay Huang, Hsin-Ho Yeh
2008 — ch.
Mining Linguistic Trends from Time Series.
Data Mining: Foundations and Practice
Chun-Hao Chen, Tzung-Pei Hong, Vincent S. Tseng
2008 — conf
Mining Region-Based Movement Patterns for Energy-Efficient Object Tracking in Sensor Networks.
ISDA (3)
Vincent S. Tseng, Ming-Hua Hsieh, Kawuu Weicheng Lin
2008 — conf
Mining the Shortest Path within a Travel Time Constraint in Road Network Environments.
ITSC
Eric Hsueh-Chan Lu, Chia-Ching Lin, Vincent S. Tseng
2008 J jnl
Prediction of user navigation patterns by mining the temporal web usage evolution.
Soft Comput.
Vincent S. Tseng, Kawuu Weicheng Lin, Jeng-Chuan Chang
2008 B conf
Semantic Video Annotation by Mining Association Patterns from Visual and Speech Features.
PAKDD
Vincent S. Tseng, Ja-Hwung Su, Jhih-Hong Huang, Chih-Jen Chen
2007 — conf
A Comparison of Different Fitness Functions for Extracting Membership Functions Used in Fuzzy Data Mining.
FOCI
Chun-Hao Chen, Tzung-Pei Hong, Vincent S. Tseng
2007 B conf
A Genetic-Fuzzy Mining Approach for Items with Multiple Minimum Supports.
FUZZ-IEEE
Chun-Hao Chen, Tzung-Pei Hong, Vincent S. Tseng, Chang-Shing Lee
2007 J jnl
A Novel Similarity-Based Fuzzy Clustering Algorithm by Integrating PCM and Mountain Method.
IEEE Trans. Fuzzy Syst.
Vincent S. Tseng, Ching-Pin Kao
2007 B conf
A modified approach to speed up genetic-fuzzy data mining with divide-and-conquer strategy.
IEEE Congress on Evolutionary Computation
Chun-Hao Chen, Tzung-Pei Hong, Vincent S. Tseng
2007 C conf
Analysis and Prevention of Dispension Errors by Using Data Mining Techniques.
CIBCB
Vincent S. Tseng, Chun-Hao Chen, Hsiao-Ming Chen, Hui-Jen Chang, Chin-Tai Yu
2007 — conf
Effective Video Annotation by Mining Visual Features and Speech Features.
IIH-MSP
Vincent S. Tseng, Ja-Hwung Su, Chih-Jen Chen
2007 J jnl
Energy efficient strategies for object tracking in sensor networks: A data mining approach.
J. Syst. Softw.
Vincent S. Tseng, Kawuu Weicheng Lin
2007 — conf
FCBIR: A Fuzzy Matching Technique for Content-Based Image Retrieval.
IFSA (2)
Vincent S. Tseng, Ja-Hwung Su, Wei-Jyun Huang
2007 C conf
Gene Relation Discovery by Mining Similar Subsequences in Time-Series Microarray Data.
CIBCB
Vincent S. Tseng, Lien-Chin Chen, Jian-Jie Liu
2007 B conf
Mining temporal mobile sequential patterns in location-based service environments.
ICPADS
Vincent S. Tseng, Eric Hsueh-Chan Lu, Cheng-Hsien Huang
2007 Misc conf
Web image annotation by fusing visual features and textual information.
SAC
Vincent S. Tseng, Ja-Hwung Su, Bo-Wen Wang, Yu-Ming Lin
2006 B conf
A Cluster-Based Fuzzy-Genetic Mining Approach for Association Rules and Membership Functions.
FUZZ-IEEE
Chun-Hao Chen, Tzung-Pei Hong, Vincent S. Tseng
2006 — ch.
An Effective Approach for Mining Time-Series Gene Expression Profile.
Foundations and Novel Approaches in Data Mining
Vincent S. Tseng, Yen-Lo Chen
2006 B conf
Discovering Gene Clusters via Integrated Analysis on Time-Series and Group-Comparative Microarray Datasets.
CBMS
Vincent S. Tseng, Lien-Chin Chen, Yao-Dung Hsieh
2006 J jnl
Efficient mining and prediction of user behavior patterns in mobile web systems.
Inf. Softw. Technol.
Vincent S. Tseng, Kawuu Weicheng Lin
2006 B conf
Feature Selection for Medical Data Mining: Comparisons of Expert Judgment and Automatic Approaches.
CBMS
Tsang-Hsiang Cheng, Chih-Ping Wei, Vincent S. Tseng
2006 Misc conf
Mining and prediction of temporal navigation patterns for personalized services in e-commerce.
SAC
Vincent S. Tseng, Jeng-Chuan Chang, Kawuu Weicheng Lin
2006 — conf
Segmentation of Time Series by the Clustering and Genetic Algorithms.
ICDM Workshops
Vincent S. Tseng, Chun-Hao Chen, Chien-Hsiang Chen, Tzung-Pei Hong
2006 B conf
Towards Parameter-less and Similarity-based Fuzzy Clustering based on PCM Method.
SMC
Vincent S. Tseng, Ching-Pin Kao
2005 Misc conf
Analyzing time-series data by fuzzy data-mining technique.
GrC
Chun-Hao Chen, Tzung-Pei Hong, Vincent S. Tseng
2005 — conf
Classify By Representative Or Associations (CBROA): a hybrid approach for image classification.
MDM/KDD
Vincent S. Tseng, Chon-Jei Lee, Ja-Hwung Su