Publications

Our research contributions published in top-tier conferences and journals in AI, ML, Data Mining, and related fields.

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2025

Journal

A survey on self-supervised learning for non-sequential tabular data.

Authors: Wei-Yao Wang, Wei-Wei Du, Derek Xu, Wei Wang, Wen-Chih Peng
Venue: Mach. Learn.

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Journal

LLM4TS: Aligning Pre-Trained LLMs as Data-Efficient Time-Series Forecasters.

Authors: Ching Chang 0001, Wei-Yao Wang, Wen-Chih Peng, Tien-Fu Chen
Venue: ACM Trans. Intell. Syst. Technol.

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Conference

APAR: Modeling Irregular Target Functions in Tabular Regression via Arithmetic-Aware Pre-Training and Adaptive-Regularized Fine-Tuning.

Authors: Hong-Wei Wu, Wei-Yao Wang, Kuang-Da Wang, Wen-Chih Peng
Venue: AAAI

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Conference

RallyDiffuser: A Representation-Guided Diffusion Model Framework for Strategic Planning in Badminton.

Authors: Bing-Zhi Ke, Kuang-Da Wang, Wen-Chih Peng
Venue: AAMAS

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Conference

DDOT: A Derivative-Directed Dual-Decoder Ordinary Differential Equation Transformer for Dynamic System Modeling.

Authors: Yang Chang, Kuang-Da Wang, Ping-Chun Hsieh, Cheng-Kuan Lin, Wen-Chih Peng
Venue: PAKDD

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Conference

ShuttleSHAP: A Turn-Based Feature Attribution Approach for Analyzing Forecasting Models in Badminton.

Authors: Wei-Yao Wang, Wen-Chih Peng, Wei Wang 0010
Venue: PAKDD

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Conference

Template-Based Financial Report Generation in Agentic and Decomposed Information Retrieval.

Authors: Yong-En Tian, Yu-Chien Tang, Kuang-Da Wang, An-Zi Yen, Wen-Chih Peng
Venue: SIGIR

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Other

MedPlan:A Two-Stage RAG-Based System for Personalized Medical Plan Generation.

Authors: Hsin-Ling Hsu, Cong-Tinh Dao, Luning Wang, Zitao Shuai, Thao Nguyen Minh Phan, Jun-En Ding, Chun-Chieh Liao, Pengfei Hu, Xiaoxue Han, Chih-Ho Hsu, Dongsheng Luo, Wen-Chih Peng, Feng Liu 0011, Fang-Ming Hung, Chenwei Wu 0006
Venue: CoRR

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Other

PromptTSS: A Prompting-Based Approach for Interactive Multi-Granularity Time Series Segmentation.

Authors: Ching Chang, Ming-Chih Lo, Wen-Chih Peng, Tien-Fu Chen
Venue: CoRR

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Other

MemPromptTSS: Persistent Prompt Memory for Iterative Multi-Granularity Time Series State Segmentation.

Authors: Ching Chang, Ming-Chih Lo, Chiao-Tung Chan, Wen-Chih Peng, Tien-Fu Chen
Venue: CoRR

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Other

Plan2Align: Predictive Planning Based Test-Time Preference Alignment in Paragraph-Level Machine Translation.

Authors: Kuang-Da Wang, Teng-Ruei Chen, Yu-Heng Hung, Shuoyang Ding, Yueh-Hua Wu, Yu-Chiang Frank Wang, Chao-Han Huck Yang, Wen-Chih Peng, Ping-Chun Hsieh
Venue: CoRR

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Other

Team NYCU at Defactify4: Robust Detection and Source Identification of AI-Generated Images Using CNN and CLIP-Based Models.

Authors: Tsan-Tsung Yang, I-Wei Chen, Kuan-Ting Chen, Shang-Hsuan Chiang, Wen-Chih Peng
Venue: CoRR

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Other

EXPRESS: An LLM-Generated Explainable Property Valuation System with Neighbor Imputation.

Authors: Wei-Wei Du, Yung-Chien Wang, Wen-Chih Peng
Venue: CoRR

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Other

Template-Based Financial Report Generation in Agentic and Decomposed Information Retrieval.

Authors: Yong-En Tian, Yu-Chien Tang, Kuang-Da Wang, An-Zi Yen, Wen-Chih Peng
Venue: CoRR

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Other

Mixture Experts with Test-Time Self-Supervised Aggregation for Tabular Imbalanced Regression.

Authors: Yung-Chien Wang, Kuang-Da Wang, Wei-Yao Wang, Wen-Chih Peng
Venue: CoRR

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Other

Time-IMM: A Dataset and Benchmark for Irregular Multimodal Multivariate Time Series.

Authors: Ching Chang, Jeehyun Hwang, Yidan Shi, Haixin Wang 0003, Wen-Chih Peng, Tien-Fu Chen, Wei Wang 0010
Venue: CoRR

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Other

DDOT: A Derivative-directed Dual-decoder Ordinary Differential Equation Transformer for Dynamic System Modeling.

Authors: Yang Chang, Kuang-Da Wang, Ping-Chun Hsieh, Cheng-Kuan Lin, Wen-Chih Peng
Venue: CoRR

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Other

NEWSAGENT: Benchmarking Multimodal Agents as Journalists with Real-World Newswriting Tasks.

Authors: Yen-Che Chien, Kuang-Da Wang, Wei-Yao Wang, Wen-Chih Peng
Venue: CoRR

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Other

A Survey of Reasoning and Agentic Systems in Time Series with Large Language Models.

Authors: Ching Chang, Yidan Shi, Defu Cao, Wei Yang, Jeehyun Hwang, Haixin Wang 0003, Jiacheng Pang, Wei Wang, Yan Liu, Wen-Chih Peng, Tien-Fu Chen
Venue: CoRR

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Other

Extending Automatic Machine Translation Evaluation to Book-Length Documents.

Authors: Kuang-Da Wang, Shuoyang Ding, Chao-Han Huck Yang, Ping-Chun Hsieh, Wen-Chih Peng, Vitaly Lavrukhin, Boris Ginsburg
Venue: CoRR

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Other

CARPAS: Towards Content-Aware Refinement of Provided Aspects for Summarization in Large Language Models.

Authors: Yong-En Tian, Yu-Chien Tang, An-Zi Yen, Wen-Chih Peng
Venue: CoRR

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2024

Journal

Predicting the Next Diseases Using Graph Neural Networks on Administrative Medical Datasets.

Authors: Yun-Chien Tseng, Wei-Chen Liu, Wen-Chih Peng, Chih-Chieh Hung
Venue: J. Inf. Sci. Eng.

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Journal

al-BERT: a semi-supervised denoising technique for disease prediction.

Authors: Yun-Chien Tseng, Chuan-Wei Kuo, Wen-Chih Peng, Chih-Chieh Hung
Venue: BMC Medical Informatics Decis. Mak.

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Journal

Correlation-aware Graph Data Augmentation with Implicit and Explicit Neighbors.

Authors: Chuan-Wei Kuo, Bo-Yu Chen, Wen-Chih Peng, Chih-Chieh Hung, Hsin-Ning Su
Venue: ACM Trans. Knowl. Discov. Data

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Journal

Explore the Style for Fake News Detection.

Authors: Wilbert Wilbert, Hui-Kuo Yang, Wen-Chih Peng
Venue: J. Inf. Sci. Eng.

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Journal

Credit Card Fraud Detection via Intelligent Sampling and Self-supervised Learning.

Authors: Chiao-Ting Chen, Chi Lee, Szu-Hao Huang, Wen-Chih Peng
Venue: ACM Trans. Intell. Syst. Technol.

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Journal

FastRx: Exploring Fastformer and Memory-Augmented Graph Neural Networks for Personalized Medication Recommendations.

Authors: Nguyen-Minh-Thao Phan, Ling Chen 0004, Chun-Hung Chen, Wen-Chih Peng
Venue: ACM Trans. Intell. Syst. Technol.

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Conference

Benchmarking Stroke Forecasting with Stroke-Level Badminton Dataset.

Authors: Wei-Yao Wang, Wei-Wei Du, Wen-Chih Peng, Tsi-Ui Ik
Venue: IJCAI

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Conference

Look Around! A Neighbor Relation Graph Learning Framework for Real Estate Appraisal.

Authors: Chih-Chia Li, Wei-Yao Wang, Wei-Wei Du, Wen-Chih Peng
Venue: PKDD

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Conference

SeGA: Preference-Aware Self-Contrastive Learning with Prompts for Anomalous User Detection on Twitter.

Authors: Ying-Ying Chang, Wei-Yao Wang, Wen-Chih Peng
Venue: AAAI

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Conference

Root Cause Analysis in Microservice Using Neural Granger Causal Discovery.

Authors: Cheng-Ming Lin, Ching Chang 0001, Wei-Yao Wang, Kuang-Da Wang, Wen-Chih Peng
Venue: AAAI

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Conference

The CoachAI Badminton Environment: Bridging the Gap between a Reinforcement Learning Environment and Real-World Badminton Games.

Authors: Kuang-Da Wang, Yu-Tse Chen, Yu-Heng Lin, Wei-Yao Wang, Wen-Chih Peng
Venue: AAAI

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Conference

The CoachAI Badminton Environment: A Novel Reinforcement Learning Environment with Realistic Opponents (Student Abstract).

Authors: Kuang-Da Wang, Wei-Yao Wang, Yu-Tse Chen, Yu-Heng Lin, Wen-Chih Peng
Venue: AAAI

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Conference

COKE: Causal Discovery with Chronological Order and Expert Knowledge in High Proportion of Missing Manufacturing Data.

Authors: Ting-Yun Ou, Ching Chang 0001, Wen-Chih Peng
Venue: CIKM

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Conference

MEDFuse: Multimodal EHR Data Fusion with Masked Lab-Test Modeling and Large Language Models.

Authors: Phan Nguyen Minh Thao, Cong-Tinh Dao, Chenwei Wu 0006, Jian-Zhe Wang, Shun Liu, Jun-En Ding, David S. Restrepo, Feng Liu 0011, Fang-Ming Hung, Wen-Chih Peng
Venue: CIKM

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Conference

Style-News: Incorporating Stylized News Generation and Adversarial Verification for Neural Fake News Detection.

Authors: Wei-Yao Wang, Yu-Chieh Chang, Wen-Chih Peng
Venue: EACL

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Conference

TimeDRL: Disentangled Representation Learning for Multivariate Time-Series.

Authors: Ching Chang 0001, Chiao-Tung Chan, Wei-Yao Wang, Wen-Chih Peng, Tien-Fu Chen
Venue: ICDE

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Conference

Offline Imitation of Badminton Player Behavior via Experiential Contexts and Brownian Motion.

Authors: Kuang-Da Wang, Wei-Yao Wang, Ping-Chun Hsieh, Wen-Chih Peng
Venue: ECML/PKDD

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Other

BADGE: BADminton report Generation and Evaluation with LLM.

Authors: Shang-Hsuan Chiang, Lin-Wei Chao, Kuang-Da Wang, Chih-Chuan Wang, Wen-Chih Peng
Venue: CoRR

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Other

Team Trifecta at Factify5WQA: Setting the Standard in Fact Verification with Fine-Tuning.

Authors: Shang-Hsuan Chiang, Ming-Chih Lo, Lin-Wei Chao, Wen-Chih Peng
Venue: CoRR

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Other

Text2Freq: Learning Series Patterns from Text via Frequency Domain.

Authors: Ming-Chih Lo, Ching Chang, Wen-Chih Peng
Venue: CoRR

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Other

Style-News: Incorporating Stylized News Generation and Adversarial Verification for Neural Fake News Detection.

Authors: Wei-Yao Wang, Yu-Chieh Chang, Wen-Chih Peng
Venue: CoRR

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Other

Root Cause Analysis In Microservice Using Neural Granger Causal Discovery.

Authors: Cheng-Ming Lin, Ching Chang 0001, Wei-Yao Wang, Kuang-Da Wang, Wen-Chih Peng
Venue: CoRR

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Other

A Survey on Self-Supervised Learning for Non-Sequential Tabular Data.

Authors: Wei-Yao Wang, Wei-Wei Du, Derek Xu, Wei Wang 0010, Wen-Chih Peng
Venue: CoRR

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Other

Large Language Multimodal Models for 5-Year Chronic Disease Cohort Prediction Using EHR Data.

Authors: Jun-En Ding, Phan Nguyen Minh Thao, Wen-Chih Peng, Jian-Zhe Wang, Chun-Cheng Chug, Min-Chen Hsieh, Yun-Chien Tseng, Ling Chen 0004, Dongsheng Luo, Chi-Te Wang, Pei-fu Chen, Feng Liu 0011, Fang-Ming Hung
Venue: CoRR

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Other

Offline Imitation of Badminton Player Behavior via Experiential Contexts and Brownian Motion.

Authors: Kuang-Da Wang, Wei-Yao Wang, Ping-Chun Hsieh, Wen-Chih Peng
Venue: CoRR

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Other

COKE: Causal Discovery with Chronological Order and Expert Knowledge in High Proportion of Missing Manufacturing Data.

Authors: Ting-Yun Ou, Ching Chang 0001, Wen-Chih Peng
Venue: CoRR

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Other

MEDFuse: Multimodal EHR Data Fusion with Masked Lab-Test Modeling and Large Language Models.

Authors: Thao Minh Nguyen Phan, Cong-Tinh Dao, Chenwei Wu 0006, Jian-Zhe Wang, Shun Liu, Jun-En Ding, David S. Restrepo, Feng Liu 0011, Fang-Ming Hung, Wen-Chih Peng
Venue: CoRR

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Other

APAR: Modeling Irregular Target Functions in Tabular Regression via Arithmetic-Aware Pre-Training and Adaptive-Regularized Fine-Tuning.

Authors: Hong-Wei Wu, Wei-Yao Wang, Kuang-Da Wang, Wen-Chih Peng
Venue: CoRR

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2023

Journal

How Is the Stroke? Inferring Shot Influence in Badminton Matches via Long Short-term Dependencies.

Authors: Wei-Yao Wang, Teng-Fong Chan, Wen-Chih Peng, Hui-Kuo Yang, Chih-Chuan Wang, Yao-Chung Fan
Venue: ACM Trans. Intell. Syst. Technol.

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Journal

A Lightweight and Accurate Spatial-Temporal Transformer for Traffic Forecasting.

Authors: Guanyao Li, Shuhan Zhong, Xingdong Deng, Letian Xiang, S.-H. Gary Chan, Ruiyuan Li, Yang Liu 0278, Ming Zhang, Chih-Chieh Hung, Wen-Chih Peng
Venue: IEEE Trans. Knowl. Data Eng.

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Journal

SADEM: An Effective Supervised Anomaly Detection Ensemble Model for Alert Account Detection.

Authors: Hui-Kuo Yang, Bing-Li Su, Wen-Chih Peng
Venue: J. Inf. Sci. Eng.

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Conference

ShuttleSet: A Human-Annotated Stroke-Level Singles Dataset for Badminton Tactical Analysis.

Authors: Wei-Yao Wang, Yung-Chang Huang, Tsi-Ui Ik, Wen-Chih Peng
Venue: KDD

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Conference

Where Will Players Move Next? Dynamic Graphs and Hierarchical Fusion for Movement Forecasting in Badminton.

Authors: Kai-Shiang Chang, Wei-Yao Wang, Wen-Chih Peng
Venue: AAAI

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Conference

A Reinforcement Learning Badminton Environment for Simulating Player Tactics (Student Abstract).

Authors: Li-Chun Huang, Nai-Zen Hseuh, Yen-Che Chien, Wei-Yao Wang, Kuang-Da Wang, Wen-Chih Peng
Venue: AAAI

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Conference

DoRA: Domain-Based Self-Supervised Learning Framework for Low-Resource Real Estate Appraisal.

Authors: Wei-Wei Du, Wei-Yao Wang, Wen-Chih Peng
Venue: CIKM

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Conference

Team Triple-Check at Factify 2: Parameter-Efficient Large Foundation Models with Feature Representations for Multi-Modal Fact Verification.

Authors: Wei-Wei Du, Hong-Wei Wu, Wei-Yao Wang, Wen-Chih Peng
Venue: DE-FACTIFY@AAAI

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Conference

NYCU-TWO at Memotion 3: Good Foundation, Good Teacher, then you have Good Meme Analysis.

Authors: Yu-Chien Tang, Kuang-Da Wang, Ting-Yun Ou, Wen-Chih Peng
Venue: DE-FACTIFY@AAAI

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Conference

RSVP: Customer Intent Detection via Agent Response Contrastive and Generative Pre-Training.

Authors: Yu-Chien Tang, Wei-Yao Wang, An-Zi Yen, Wen-Chih Peng
Venue: EMNLP

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Conference

Host's Assistant: Leveraging Graph Neural Networks for Daily Room Rate Prediction on Online Accommodation Sites.

Authors: Hsiang-Yi Liang, Wen-Chih Peng
Venue: TAAI

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Other

ShuttleSet: A Human-Annotated Stroke-Level Singles Dataset for Badminton Tactical Analysis.

Authors: Wei-Yao Wang, Yung-Chang Huang, Tsi-Ui Ik, Wen-Chih Peng
Venue: CoRR

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Other

Advances in Knowledge Discovery and Data Mining - 27th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2023, Osaka, Japan, May 25-28, 2023, Proceedings, Part I

Authors: Hisashi Kashima, Tsuyoshi Idé, Wen-Chih Peng
Venue: PAKDDLecture Notes in Computer Science

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Other

Advances in Knowledge Discovery and Data Mining - 27th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2023, Osaka, Japan, May 25-28, 2023, Proceedings, Part II

Authors: Hisashi Kashima, Tsuyoshi Idé, Wen-Chih Peng
Venue: PAKDDLecture Notes in Computer Science

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Other

Advances in Knowledge Discovery and Data Mining - 27th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2023, Osaka, Japan, May 25-28, 2023, Proceedings, Part III

Authors: Hisashi Kashima, Tsuyoshi Idé, Wen-Chih Peng
Venue: PAKDDLecture Notes in Computer Science

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Other

Advances in Knowledge Discovery and Data Mining - 27th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2023, Osaka, Japan, May 25-28, 2023, Proceedings, Part IV

Authors: Hisashi Kashima, Tsuyoshi Idé, Wen-Chih Peng
Venue: PAKDDLecture Notes in Computer Science

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Other

Detecting and Ranking Causal Anomalies in End-to-End Complex System.

Authors: Ching Chang 0001, Cheng-Han Yeh, Wen-Chih Peng
Venue: CoRR

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Other

NYCU-TWO at Memotion 3: Good Foundation, Good Teacher, then you have Good Meme Analysis.

Authors: Yu-Chien Tang, Kuang-Da Wang, Ting-Yun Ou, Wen-Chih Peng
Venue: CoRR

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Other

Team Triple-Check at Factify 2: Parameter-Efficient Large Foundation Models with Feature Representations for Multi-Modal Fact Verification.

Authors: Wei-Wei Du, Hong-Wei Wu, Wei-Yao Wang, Wen-Chih Peng
Venue: CoRR

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Other

ShuttleSet22: Benchmarking Stroke Forecasting with Stroke-Level Badminton Dataset.

Authors: Wei-Yao Wang, Wei-Wei Du, Wen-Chih Peng
Venue: CoRR

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Other

LLM4TS: Two-Stage Fine-Tuning for Time-Series Forecasting with Pre-Trained LLMs.

Authors: Ching Chang 0001, Wen-Chih Peng, Tien-Fu Chen
Venue: CoRR

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Other

DoRA: Domain-Based Self-Supervised Learning Framework for Low-Resource Real Estate Appraisal.

Authors: Wei-Wei Du, Wei-Yao Wang, Wen-Chih Peng
Venue: CoRR

📄 PDF
Other

RSVP: Customer Intent Detection via Agent Response Contrastive and Generative Pre-Training.

Authors: Yu-Chien Tang, Wei-Yao Wang, An-Zi Yen, Wen-Chih Peng
Venue: CoRR

📄 PDF
Other

TimeDRL: Disentangled Representation Learning for Multivariate Time-Series.

Authors: Ching Chang 0001, Chiao-Tung Chan, Wei-Yao Wang, Wen-Chih Peng, Tien-Fu Chen
Venue: CoRR

📄 PDF
Other

ShuttleSHAP: A Turn-Based Feature Attribution Approach for Analyzing Forecasting Models in Badminton.

Authors: Wei-Yao Wang, Wen-Chih Peng, Wei Wang 0010, Philip S. Yu
Venue: CoRR

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Other

SeGA: Preference-Aware Self-Contrastive Learning with Prompts for Anomalous User Detection on Twitter.

Authors: Ying-Ying Chang, Wei-Yao Wang, Wen-Chih Peng
Venue: CoRR

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2022

Journal

Template-Based Headline Generator for Multiple Documents.

Authors: Yun-Chien Tseng, Mu-Hua Yang, Yao-Chung Fan, Wen-Chih Peng, Chih-Chieh Hung
Venue: IEEE Access

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Journal

Mining Willing-to-Pay Behavior Patterns from Payment Datasets.

Authors: Yu Ting Wen, Hui-Kuo Yang, Wen-Chih Peng
Venue: ACM Trans. Intell. Syst. Technol.

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Journal

Hybrid Embedding of Multi-Behavior Network and Product-Content Knowledge Graph for Tourism Product Recommendation.

Authors: Li-Pin Xiao, Po-Ruey Lei, Wen-Chih Peng
Venue: J. Inf. Sci. Eng.

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Conference

A Data-Driven Spatial-Temporal Graph Neural Network for Docked Bike Prediction.

Authors: Guanyao Li, Xiaofeng Wang, Gunarto Sindoro Njoo, Shuhan Zhong, S.-H. Gary Chan, Chih-Chieh Hung, Wen-Chih Peng
Venue: ICDE

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Conference

Exploring Graph Neural Network in Administrative Medical Dataset.

Authors: Wei-Chen Liu, Chih-Chieh Hung, Wen-Chih Peng
Venue: TAAI

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Conference

Team Yao at Factify 2022: Utilizing Pre-trained Models and Co-attention Networks for Multi-Modal Fact Verification (short paper).

Authors: Wei-Yao Wang, Wen-Chih Peng
Venue: DE-FACTIFY@AAAI

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Conference

ShuttleNet: Position-Aware Fusion of Rally Progress and Player Styles for Stroke Forecasting in Badminton.

Authors: Wei-Yao Wang, Hong-Han Shuai, Kai-Shiang Chang, Wen-Chih Peng
Venue: AAAI

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Conference

Track2Vec: fairness music recommendation with a GPU-free customizable-driven framework.

Authors: Wei-Wei Du, Wei-Yao Wang, Wen-Chih Peng
Venue: CIKM Workshops

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Conference

RecFormer: personalized temporal-aware transformer for fair music recommendation.

Authors: Wei-Yao Wang, Wei-Wei Du, Wen-Chih Peng
Venue: CIKM Workshops

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Conference

NYCU_TWD@LT-EDI-ACL2022: Ensemble Models with VADER and Contrastive Learning for Detecting Signs of Depression from Social Media.

Authors: Wei-Yao Wang, Yu-Chien Tang, Wei-Wei Du, Wen-Chih Peng
Venue: LT-EDI

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Conference

KAHAN: Knowledge-Aware Hierarchical Attention Network for Fake News detection on Social Media.

Authors: Yu-Wun Tseng, Hui-Kuo Yang, Wei-Yao Wang, Wen-Chih Peng
Venue: WWW

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Other

A Lightweight and Accurate Spatial-Temporal Transformer for Traffic Forecasting.

Authors: Guanyao Li, Shuhan Zhong, Letian Xiang, S.-H. Gary Chan, Ruiyuan Li, Chih-Chieh Hung, Wen-Chih Peng
Venue: CoRR

📄 PDF
Other

Look Around! A Neighbor Relation Graph Learning Framework for Real Estate Appraisal.

Authors: Chih-Chia Li, Wei-Yao Wang, Wei-Wei Du, Wen-Chih Peng
Venue: CoRR

📄 PDF
Other

Team Yao at Factify 2022: Utilizing Pre-trained Models and Co-attention Networks for Multi-Modal Fact Verification.

Authors: Wei-Yao Wang, Wen-Chih Peng
Venue: CoRR

📄 PDF
Other

Track2Vec: fairness music recommendation with a GPU-free customizable-driven framework.

Authors: Wei-Wei Du, Wei-Yao Wang, Wen-Chih Peng
Venue: CoRR

📄 PDF
Other

Where Will Players Move Next? Dynamic Graphs and Hierarchical Fusion for Movement Forecasting in Badminton.

Authors: Kai-Shiang Chang, Wei-Yao Wang, Wen-Chih Peng
Venue: CoRR

📄 PDF
Other

A Reinforcement Learning Badminton Environment for Simulating Player Tactics (Student Abstract).

Authors: Li-Chun Huang, Nai-Zen Hseuh, Yen-Che Chien, Wei-Yao Wang, Kuang-Da Wang, Wen-Chih Peng
Venue: CoRR

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2021

Conference

Spatial-Temporal Similarity for Trajectories with Location Noise and Sporadic Sampling.

Authors: Guanyao Li, Chih-Chieh Hung, Mengyun Liu, Linfei Pan, Wen-Chih Peng, S.-H. Gary Chan
Venue: ICDE

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Conference

Exploring the Long Short-Term Dependencies to Infer Shot Influence in Badminton Matches.

Authors: Wei-Yao Wang, Teng-Fong Chan, Hui-Kuo Yang, Chih-Chuan Wang, Yao-Chung Fan, Wen-Chih Peng
Venue: ICDM

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Conference

Learning for Prediction of Maritime Collision Avoidance Behavior from AIS Network.

Authors: Po-Ruey Lei, Pei-Rong Yu, Wen-Chih Peng
Venue: APNOMS

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Conference

Early Prediction of Hate Speech Propagation.

Authors: Ken-Yu Lin, Roy Ka-Wei Lee, Wei Gao 0001, Wen-Chih Peng
Venue: ICDM

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Conference

FakeCLIP: Multimodal Fake Caption Detection with Mixed Languages for Explainable Visualization.

Authors: Christian Nathaniel Purwanto, Joan Santoso, Po-Ruey Lei, Hui-Kuo Yang, Wen-Chih Peng
Venue: TAAI

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Other

Database Systems for Advanced Applications. DASFAA 2021 International Workshops - BDQM, GDMA, MLDLDSA, MobiSocial, and MUST, Taipei, Taiwan, April 11-14, 2021, Proceedings

Authors: Christian S. Jensen, Ee-Peng Lim, De-Nian Yang, Chia-Hui Chang, Jianliang Xu, Wen-Chih Peng, Jen-Wei Huang, Chih-Ya Shen
Venue: DASFAALecture Notes in Computer Science

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Other

Exploring the Long Short-Term Dependencies to Infer Shot Influence in Badminton Matches.

Authors: Wei-Yao Wang, Teng-Fong Chan, Hui-Kuo Yang, Chih-Chuan Wang, Yao-Chung Fan, Wen-Chih Peng
Venue: CoRR

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Other

ShuttleNet: Position-aware Fusion of Rally Progress and Player Styles for Stroke Forecasting in Badminton.

Authors: Wei-Yao Wang, Hong-Han Shuai, Kai-Shiang Chang, Wen-Chih Peng
Venue: CoRR

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2020

Conference

Product Quality Prediction with Convolutional Encoder-Decoder Architecture and Transfer Learning.

Authors: Hao-Yi Chih, Yao-Chung Fan, Wen-Chih Peng, Hai-Yuan Kuo
Venue: CIKM

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Conference

TemPEST: Soft Template-Based Personalized EDM Subject Generation through Collaborative Summarization.

Authors: Yu-Hsiu Chen, Pin-Yu Chen, Hong-Han Shuai, Wen-Chih Peng
Venue: AAAI

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Conference

Attractive or Faithful? Popularity-Reinforced Learning for Inspired Headline Generation.

Authors: Yun-Zhu Song, Hong-Han Shuai, Sung-Lin Yeh, Yi-Lun Wu, Lun-Wei Ku, Wen-Chih Peng
Venue: AAAI

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Conference

Sequence-Aware Factorization Machines for Temporal Predictive Analytics.

Authors: Tong Chen 0005, Hongzhi Yin, Quoc Viet Hung Nguyen, Wen-Chih Peng, Xue Li 0001, Xiaofang Zhou 0001
Venue: ICDE

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Conference

Probabilistic Value Selection for Space Efficient Model.

Authors: Gunarto Sindoro Njoo, Baihua Zheng, Kuo-Wei Hsu, Wen-Chih Peng
Venue: MDM

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Conference

Personalized Travel Product Recommendation Based on Embedding of Multi-Behavior Interaction Network and Product Information Knowledge Graph.

Authors: Li-Pin Xiao, Po-Ruey Lei, Wen-Chih Peng
Venue: TAAI

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Other

Attractive or Faithful? Popularity-Reinforced Learning for Inspired Headline Generation.

Authors: Yun-Zhu Song, Hong-Han Shuai, Sung-Lin Yeh, Yi-Lun Wu, Lun-Wei Ku, Wen-Chih Peng
Venue: CoRR

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Other

Probabilistic Value Selection for Space Efficient Model.

Authors: Gunarto Sindoro Njoo, Baihua Zheng, Kuo-Wei Hsu, Wen-Chih Peng
Venue: CoRR

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2019

Conference

CoachAI: A Project for Microscopic Badminton Match Data Collection and Tactical Analysis.

Authors: Tzu-Han Hsu, Chih-Chuan Wang, Yuan-Hsiang Lin, Ching-Hsuan Chen, Nyan Ping Ju, Tsì-Uí Ik, Wen-Chih Peng, Yu-Shuen Wang, Yu-Chee Tseng, Jiun-Long Huang, Yu-Tai Ching
Venue: APNOMS

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Conference

TrackNet: A Deep Learning Network for Tracking High-speed and Tiny Objects in Sports Applications.

Authors: Yu-Chuan Huang, I-No Liao, Ching-Hsuan Chen, Tsì-Uí Ik, Wen-Chih Peng
Venue: AVSS

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Conference

PTGF: Public Transport General Framework for Identifying Transport Modes Based on Cellular Data.

Authors: Xiaochuan Gou, Chih-Chieh Hung, Guanyao Li, Wen-Chih Peng
Venue: MDM

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Conference

A Framework for Maritime Anti-Collision Pattern Discovery from AIS Network.

Authors: Po-Ruey Lei, Pei-Rong Yu, Wen-Chih Peng
Venue: APNOMS

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Conference

Exploiting Centrality Information with Graph Convolutions for Network Representation Learning.

Authors: Hongxu Chen 0002, Hongzhi Yin, Tong Chen 0005, Quoc Viet Hung Nguyen, Wen-Chih Peng, Xue Li 0001
Venue: ICDE

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Conference

Predicting Online User Purchase Behavior Based on Browsing History.

Authors: Yunghui Chu, Hui-Kuo Yang, Wen-Chih Peng
Venue: ICDE Workshops

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Conference

Interpretable Multi-task Learning for Product Quality Prediction with Attention Mechanism.

Authors: Cheng-Han Yeh, Yao-Chung Fan, Wen-Chih Peng
Venue: ICDE

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Other

CoachAI: A Project for Microscopic Badminton Match Data Collection and Tactical Analysis.

Authors: Tzu-Han Hsu, Ching-Hsuan Chen, Nyan Ping Ju, Tsi-Ui Ik, Wen-Chih Peng, Chih-Chuan Wang, Yu-Shuen Wang, Yuan-Hsiang Lin, Yu-Chee Tseng, Jiun-Long Huang, Yu-Tai Ching
Venue: CoRR

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Other

TrackNet: A Deep Learning Network for Tracking High-speed and Tiny Objects in Sports Applications.

Authors: Yu-Chuan Huang, I-No Liao, Ching-Hsuan Chen, Tsi-Ui Ik, Wen-Chih Peng
Venue: CoRR

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Other

Sequence-Aware Factorization Machines for Temporal Predictive Analytics.

Authors: Tong Chen 0005, Hongzhi Yin, Quoc Viet Hung Nguyen, Wen-Chih Peng, Xue Li 0001, Xiaofang Zhou 0001
Venue: CoRR

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2018

Journal

Distinguishing friends from strangers in location-based social networks using co-location.

Authors: Gunarto Sindoro Njoo, Kuo-Wei Hsu, Wen-Chih Peng
Venue: Pervasive Mob. Comput.

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Conference

Stitching Aerial Images for Vehicle Positioning and Tracking.

Authors: Paul Tsao, Tsi-Ui Ik, Guan-Wen Chen, Wen-Chih Peng
Venue: ICDM Workshops

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Conference

Customer Purchase Behavior Prediction from Payment Datasets.

Authors: Yu Ting Wen, Pei-Wen Yeh, Tzu-Hao Tsai, Wen-Chih Peng, Hong-Han Shuai
Venue: WSDM

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Conference

CAPatternMiner: Mining Ship Collision Avoidance Behavior from AIS Trajectory Data.

Authors: Po-Ruey Lei, Li-Pin Xiao, Yu Ting Wen, Wen-Chih Peng
Venue: CIKM

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Conference

Maximizing Social Influence on Target Users.

Authors: Yu Ting Wen, Wen-Chih Peng, Hong-Han Shuai
Venue: PAKDD

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Conference

Four-Dimensional Shopping Mall: Sequential Group Willingness Optimization under VR Environments.

Authors: Hong-Han Shuai, Yueh-Hsue Li, Chun-Chieh Feng, Wen-Chih Peng
Venue: WWW

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2017

Journal

Efficient Keyword-Aware Representative Travel Route Recommendation.

Authors: Yu Ting Wen, Jinyoung Yeo, Wen-Chih Peng, Seung-won Hwang
Venue: IEEE Trans. Knowl. Data Eng.

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Journal

Exploring Communication Behaviors of Users to Target Potential Users in Mobile Social Networks.

Authors: Chien-Cheng Chen, Kuo-Wei Hsu, Wen-Chih Peng
Venue: ACM Trans. Intell. Syst. Technol.

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Conference

SEM: A Softmax-based Ensemble Model for CTR estimation in Real-Time Bidding advertising.

Authors: Wen-Yuan Zhu, Chun-Hao Wang, Wen-Yueh Shih, Wen-Chih Peng, Jiun-Long Huang
Venue: BigComp

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Conference

A gamma-based regression for winning price estimation in real-time bidding advertising.

Authors: Wen-Yuan Zhu, Wen-Yueh Shih, Ying-Hsuan Lee, Wen-Chih Peng, Jiun-Long Huang
Venue: IEEE BigData

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Conference

Public Transportation Mode Detection from Cellular Data.

Authors: Guanyao Li, Chun-Jie Chen, Sheng-Yun Huang, Ai-Jou Chou, Xiaochuan Gou, Wen-Chih Peng, Chih-Wei Yi
Venue: CIKM

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Conference

A study on multiple wearable sensors for activity recognition.

Authors: Yu-Chuan Huang, Chih-Wei Yi, Wen-Chih Peng, Hsing-Chen Lin, Ching-Yu Huang
Venue: DSC

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Conference

A framework for discovering maritime traffic conflict from AIS network.

Authors: Po-Ruey Lei, Tzu-Hao Tsai, Yu Ting Wen, Wen-Chih Peng
Venue: APNOMS

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Conference

ConflictFinder: Mining Maritime Traffic Conflict from Massive Ship Trajectories.

Authors: Po-Ruey Lei, Tzu-Hao Tsai, Yu Ting Wen, Wen-Chih Peng
Venue: MDM

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Conference

Mining of Location-Based Social Networks for Spatio-Temporal Social Influence.

Authors: Yu Ting Wen, Yi Yuan Fan, Wen-Chih Peng
Venue: PAKDD

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Conference

Exploring Check-in Data to Infer Social Ties in Location Based Social Networks.

Authors: Gunarto Sindoro Njoo, Min-Chia Kao, Kuo-Wei Hsu, Wen-Chih Peng
Venue: PAKDD

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Conference

Estimating the Fine-Grained PM2.5 for Airbox Sensor Fault Detection in Taiwan.

Authors: Hector Ordonez Vivancos, Guanyao Li, Wen-Chih Peng
Venue: TAAI

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Other

Advanced Data Mining and Applications - 13th International Conference, ADMA 2017, Singapore, November 5-6, 2017, Proceedings

Authors: Gao Cong, Wen-Chih Peng, Wei Emma Zhang, Chengliang Li, Aixin Sun
Venue: ADMALecture Notes in Computer Science

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2016

Journal

Exploiting Viral Marketing for Location Promotion in Location-Based Social Networks.

Authors: Wen-Yuan Zhu, Wen-Chih Peng, Ling-Jyh Chen, Kai Zheng 0001, Xiaofang Zhou 0001
Venue: ACM Trans. Knowl. Discov. Data

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Journal

Mining and clustering mobility evolution patterns from social media for urban informatics.

Authors: Chien-Cheng Chen, Meng-Fen Chiang, Wen-Chih Peng
Venue: Knowl. Inf. Syst.

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Journal

Mining Health Examination Records - A Graph-Based Approach.

Authors: Ling Chen 0004, Xue Li 0001, Quan Z. Sheng, Wen-Chih Peng, John Bennett, Hsiao-Yun Hu, Nicole Huang
Venue: IEEE Trans. Knowl. Data Eng.

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Conference

A Bayesian-Based Approach for Activity and Mobility Inference in Location-Based Social Networks.

Authors: Wen-Yuan Zhu, Yu-Wen Wang, Chin-Jie Chen, Wen-Chih Peng, Po-Ruey Lei
Venue: MDM

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Conference

Discovering Maritime Traffic Route from AIS network.

Authors: Po-Ruey Lei, Tzu-Hao Tsai, Wen-Chih Peng
Venue: APNOMS

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Conference

Activity sense organs: energy-efficient activity sensing with adaptive duty cycle control.

Authors: Fang-Jing Wu, Yu-Chee Tseng, Wen-Chih Peng
Venue: UbiComp Adjunct

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Conference

Mining temporal patterns in interval-based data.

Authors: Yi-Cheng Chen, Wen-Chih Peng, Suh-Yin Lee
Venue: ICDE

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Conference

Towards Best Region Search for Data Exploration.

Authors: Kaiyu Feng, Gao Cong, Sourav S. Bhowmick, Wen-Chih Peng, Chunyan Miao
Venue: SIGMOD Conference

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2015

Journal

Clustering and aggregating clues of trajectories for mining trajectory patterns and routes.

Authors: Chih-Chieh Hung, Wen-Chih Peng, Wang-Chien Lee
Venue: VLDB J.

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Journal

Discovering pattern-aware routes from trajectories.

Authors: Ling-Yin Wei, Kai-Ping Chang, Wen-Chih Peng
Venue: Distributed Parallel Databases

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Journal

Significant Correlation Pattern Mining in Smart Homes.

Authors: Yi-Cheng Chen, Wen-Chih Peng, Jiun-Long Huang, Wang-Chien Lee
Venue: ACM Trans. Intell. Syst. Technol.

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Journal

Mining Temporal Patterns in Time Interval-Based Data.

Authors: Yi-Cheng Chen, Wen-Chih Peng, Suh-Yin Lee
Venue: IEEE Trans. Knowl. Data Eng.

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Conference

Modeling User Mobility for Location Promotion in Location-based Social Networks.

Authors: Wen-Yuan Zhu, Wen-Chih Peng, Ling-Jyh Chen, Kai Zheng 0001, Xiaofang Zhou 0001
Venue: KDD

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Conference

A fusion-based approach for user activities recognition on smart phones.

Authors: Gunarto Sindoro Njoo, Xiao Wen Ruan, Kuo-Wei Hsu, Wen-Chih Peng
Venue: DSAA

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Conference

Inferring user activities from spatial-temporal data in mobile phones.

Authors: Gunarto Sindoro Njoo, Xiao Wen Ruan, Kuo-Wei Hsu, Wen-Chih Peng
Venue: UbiComp/ISWC Adjunct

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Conference

KSTR: Keyword-Aware Skyline Travel Route Recommendation.

Authors: Yu Ting Wen, Kae-Jer Cho, Wen-Chih Peng, Jinyoung Yeo, Seung-won Hwang
Venue: ICDM

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Conference

Mining Spatial-Temporal Semantic Trajectory Patterns from Raw Trajectories.

Authors: Chien-Cheng Chen, Chia-Hsiang Kuo, Wen-Chih Peng
Venue: ICDM Workshops

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Other

Mining Popular Routes from Social Media.

Authors: Ling-Yin Wei, Yu Zheng 0004, Wen-Chih Peng
Venue: Multimedia Data Mining and Analytics

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2014

Journal

Exploring Sequential Probability Tree for Movement-Based Community Discovery.

Authors: Wen-Yuan Zhu, Wen-Chih Peng, Chih-Chieh Hung, Po-Ruey Lei, Ling-Jyh Chen
Venue: IEEE Trans. Knowl. Data Eng.

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Journal

CIM: Community-Based Influence Maximization in Social Networks.

Authors: Yi-Cheng Chen, Wen-Yuan Zhu, Wen-Chih Peng, Wang-Chien Lee, Suh-Yin Lee
Venue: ACM Trans. Intell. Syst. Technol.

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Journal

Anomaly secure detection methods by analyzing dynamic characteristics of the network traffic in cloud communications.

Authors: Wei Xiong, Hanping Hu, Naixue Xiong, Laurence T. Yang, Wen-Chih Peng, Xiaofei Wang 0001, Yanzhen Qu
Venue: Inf. Sci.

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Journal

Indexing spatial data in cloud data managements.

Authors: Ling-Yin Wei, Ya-Ting Hsu, Wen-Chih Peng, Wang-Chien Lee
Venue: Pervasive Mob. Comput.

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Conference

On selecting feature-value pairs on smart phones for activity inferences.

Authors: Gunarto Sindoro Njoo, Yu-Hsiang Peng, Kuo-Wei Hsu, Wen-Chih Peng
Venue: DSAA

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Conference

Exploiting mobility for location promotion in location-based social networks.

Authors: Wen-Yuan Zhu, Wen-Chih Peng, Ling-Jyh Chen
Venue: DSAA

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Conference

Associative Classification for Human Activity Inference on Smart Phones.

Authors: Yu-Hsiang Peng, Gunarto Sindoro Njoo, Shou-Chung Li, Wen-Chih Peng
Venue: PAKDD Workshops

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Conference

Exploring Social Influence on Location-Based Social Networks.

Authors: Yu Ting Wen, Po-Ruey Lei, Wen-Chih Peng, Xiaofang Zhou 0001
Venue: ICDM

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Conference

Skyline Travel Routes: Exploring Skyline for Trip Planning.

Authors: Wan Ting Hsu, Yu Ting Wen, Ling-Yin Wei, Wen-Chih Peng
Venue: MDM

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Conference

Exploring Location-Related Data on Smart Phones for Activity Inference.

Authors: Xiao Wen Ruan, Shou Chung Lee, Wen-Chih Peng
Venue: MDM

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Conference

RouteMiner: Mining Ship Routes from a Massive Maritime Trajectories.

Authors: Yu Ting Wen, Chien Hsiang Lai, Po-Ruey Lei, Wen-Chih Peng
Venue: MDM

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Conference

Mining Correlation Patterns among Appliances in Smart Home Environment.

Authors: Yi-Cheng Chen, Chien-Chih Chen, Wen-Chih Peng, Wang-Chien Lee
Venue: PAKDD

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Conference

Inferring potential users in mobile social networks.

Authors: Tsung-Hao Hsu, Chien-Cheng Chen, Meng-Fen Chiang, Kuo-Wei Hsu, Wen-Chih Peng
Venue: DSAA

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Conference

Mining Mobility Evolution from Check-In Datasets.

Authors: Meng-Fen Chiang, Chien-Cheng Chen, Wen-Chih Peng, Philip S. Yu
Venue: MDM

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Conference

Dynamic Circle Recommendation: A Probabilistic Model.

Authors: Fan-Kai Chou, Meng-Fen Chiang, Yi-Cheng Chen, Wen-Chih Peng
Venue: PAKDD

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Other

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

Authors: Wen-Chih Peng, Haixun Wang, James Bailey 0001, Vincent S. Tseng, Tu Bao Ho, Zhi-Hua Zhou, Arbee L. P. Chen
Venue: PAKDD WorkshopsLecture Notes in Computer Science

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2013

Journal

QS-STT: QuadSection clustering and spatial-temporal trajectory model for location prediction.

Authors: Po-Ruey Lei, Shou-Chung Li, Wen-Chih Peng
Venue: Distributed Parallel Databases

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Journal

Exploring heterogeneous information networks and random walk with restart for academic search.

Authors: Meng-Fen Chiang, Jiun-Jiue Liou, Jen-Liang Wang, Wen-Chih Peng, Man-Kwan Shan
Venue: Knowl. Inf. Syst.

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Journal

An incremental algorithm for clustering spatial data streams: exploring temporal locality.

Authors: Ling-Yin Wei, Wen-Chih Peng
Venue: Knowl. Inf. Syst.

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Journal

A framework of traveling companion discovery on trajectory data streams.

Authors: Lu-An Tang, Yu Zheng 0004, Jing Yuan 0007, Jiawei Han 0001, Alice Leung, Wen-Chih Peng, Thomas La Porta
Venue: ACM Trans. Intell. Syst. Technol.

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Journal

Exploring pattern-aware travel routes for trajectory search.

Authors: Ling-Yin Wei, Wen-Chih Peng, Wang-Chien Lee
Venue: ACM Trans. Intell. Syst. Technol.

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Conference

Distant-Time Location Prediction in Low-Sampling-Rate Trajectories.

Authors: Meng-Fen Chiang, Wen-Yuan Zhu, Wen-Chih Peng, Philip S. Yu
Venue: MDM

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Conference

On mining mobile apps usage behavior for predicting apps usage in smartphones.

Authors: Zhung-Xun Liao, Yi-Chin Pan, Wen-Chih Peng, Po-Ruey Lei
Venue: CIKM

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Conference

A Novel System for Extracting Useful Correlation in Smart Home Environment.

Authors: Yi-Cheng Chen, Wen-Chih Peng, Wang-Chien Lee
Venue: ICDM Workshops

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Conference

On the Feature Discovery for App Usage Prediction in Smartphones.

Authors: Zhung-Xun Liao, Shou-Chung Li, Wen-Chih Peng, Philip S. Yu, Te-Chuan Liu
Venue: ICDM

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Conference

Inferring distant-time location in low-sampling-rate trajectories.

Authors: Meng-Fen Chiang, Yung-Hsiang Lin, Wen-Chih Peng, Philip S. Yu
Venue: KDD

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Conference

A Temporal Probabilistic Model for Dynamic Circle Recommendation in Mobile Applications.

Authors: Fan-Kai Chou, Meng-Fen Chiang, Wen-Chih Peng
Venue: MDM

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Conference

Mining Appliance Usage Patterns in Smart Home Environment.

Authors: Yi-Cheng Chen, Yu-Lun Ko, Wen-Chih Peng, Wang-Chien Lee
Venue: PAKDD

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Conference

Mining Usage Traces of Mobile Apps for Dynamic Preference Prediction.

Authors: Zhung-Xun Liao, Wen-Chih Peng, Philip S. Yu
Venue: PAKDD

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Other

On the Feature Discovery for App Usage Prediction in Smartphones.

Authors: Zhung-Xun Liao, Shou-Chung Li, Wen-Chih Peng, Philip S. Yu
Venue: CoRR

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2012

Journal

Energy-Aware Set-Covering Approaches for Approximate Data Collection in Wireless Sensor Networks.

Authors: Chih-Chieh Hung, Wen-Chih Peng, Wang-Chien Lee
Venue: IEEE Trans. Knowl. Data Eng.

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Journal

Multidimensional Sensor Data Analysis in Cyber-Physical System: An Atypical Cube Approach.

Authors: Lu-An Tang, Xiao Yu 0007, Sangkyum Kim, Jiawei Han 0001, Wen-Chih Peng, Yizhou Sun, Alice Leung, Thomas La Porta
Venue: Int. J. Distributed Sens. Networks

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Journal

Dummy-Based Schemes for Protecting Movement Trajectories.

Authors: Po-Ruey Lei, Wen-Chih Peng, Ing-Jiunn Su, Chien-Ping Chang
Venue: J. Inf. Sci. Eng.

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Journal

Efficient algorithms for influence maximization in social networks.

Authors: Yi-Cheng Chen, Wen-Chih Peng, Suh-Yin Lee
Venue: Knowl. Inf. Syst.

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Journal

Clustering spatial data with a geographic constraint: exploring local search.

Authors: Zhung-Xun Liao, Wen-Chih Peng
Venue: Knowl. Inf. Syst.

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Journal

Exploring latent browsing graph for question answering recommendation.

Authors: Meng-Fen Chiang, Wen-Chih Peng, Philip S. Yu
Venue: World Wide Web

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Conference

On Discovery of Traveling Companions from Streaming Trajectories.

Authors: Lu-An Tang, Yu Zheng 0004, Jing Yuan 0007, Jiawei Han 0001, Alice Leung, Chih-Chieh Hung, Wen-Chih Peng
Venue: ICDE

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Conference

Inferring social relationships across social networks for viral marketing.

Authors: Tsung-Hao Hsu, Meng-Fen Chiang, Wen-Chih Peng
Venue: GrC

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Conference

A profile-based framework for interaction prediction.

Authors: Zhung-Xun Liao, Wen-Chih Peng, Philip S. Yu
Venue: GrC

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Conference

Multidimensional Analysis of Atypical Events in Cyber-Physical Data.

Authors: Lu-An Tang, Xiao Yu 0007, Sangkyum Kim, Jiawei Han 0001, Wen-Chih Peng, Yizhou Sun, Hector Gonzalez, Sebastian Seith
Venue: ICDE

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Conference

Mining Temporal Profiles of Mobile Applications for Usage Prediction.

Authors: Zhung-Xun Liao, Po-Ruey Lei, Tsu-Jou Shen, Shou-Chung Li, Wen-Chih Peng
Venue: ICDM Workshops

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Conference

An Efficient Geometry Data Allocation Algorithm in Cloud Computing Environments.

Authors: Kun-Wei Wang, Bo-Wei Huang, Wen-Chih Peng
Venue: ICPADS

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Conference

Constructing popular routes from uncertain trajectories.

Authors: Ling-Yin Wei, Yu Zheng 0004, Wen-Chih Peng
Venue: KDD

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Conference

Key Formulation Schemes for Spatial Index in Cloud Data Managements.

Authors: Ya-Ting Hsu, Yi-Chin Pan, Ling-Yin Wei, Wen-Chih Peng, Wang-Chien Lee
Venue: MDM

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Conference

An Intelligent System for Mining Usage Patterns from Appliance Data in Smart Home Environment.

Authors: Yi-Cheng Chen, Yu-Lun Ko, Wen-Chih Peng
Venue: TAAI

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Conference

Inferring Social Relationships across Social Networks for Viral Marketing.

Authors: Tsung-Hao Hsu, Meng-Fen Chiang, Wen-Chih Peng
Venue: TAAI

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Conference

AppNow: Predicting Usages of Mobile Applications on Smart Phones.

Authors: Zhung-Xun Liao, Po-Ruey Lei, Tsu-Jou Shen, Shou-Chung Li, Wen-Chih Peng
Venue: TAAI

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2011

Journal

A regression-based approach for mining user movement patterns from random sample data.

Authors: Chih-Chieh Hung, Wen-Chih Peng
Venue: Data Knowl. Eng.

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Journal

Optimizing in-network aggregate queries in wireless sensor networks for energy saving.

Authors: Chih-Chieh Hung, Wen-Chih Peng
Venue: Data Knowl. Eng.

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Journal

LBSN 2010 workshop report: The Second ACM SIGSPATIAL International Workshop on Location Based Social Networks (San Jose, California - November 2, 2010).

Authors: Xing Xie 0001, Wen-Chih Peng
Venue: ACM SIGSPATIAL Special

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Conference

An event-based POI service from microblogs.

Authors: Chun-Shuo Lin, Meng-Fen Chiang, Wen-Chih Peng, Chien-Cheng Chen
Venue: APNOMS

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Conference

A Framework of Mining Semantic Regions from Trajectories.

Authors: Chun-Ta Lu, Po-Ruey Lei, Wen-Chih Peng, Ing-Jiunn Su
Venue: DASFAA

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Conference

Discovering personalized routes from trajectories.

Authors: Kai-Ping Chang, Ling-Yin Wei, Mi-Yen Yeh, Wen-Chih Peng
Venue: GIS-LBSN

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Conference

Exploring dynamic fan shapes for nearby traffic monitoring queries in road networks.

Authors: Ting-Wei Lin, Baihua Zheng, Ling-Yin Wei, Wen-Chih Peng
Venue: GIS

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Conference

CEMiner - An Efficient Algorithm for Mining Closed Patterns from Time Interval-Based Data.

Authors: Yi-Cheng Chen, Wen-Chih Peng, Suh-Yin Lee
Venue: ICDM

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Conference

Route Discovery from Mining Uncertain Trajectories.

Authors: Hechen Liu, Ling-Yin Wei, Yu Zheng 0004, Markus Schneider 0001, Wen-Chih Peng
Venue: ICDM Workshops

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Conference

Exploring Spatial-Temporal Trajectory Model for Location Prediction.

Authors: Po-Ruey Lei, Tsu-Jou Shen, Wen-Chih Peng, Ing-Jiunn Su
Venue: Mobile Data Management

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2010

Journal

Parallelizing Itinerary-Based KNN Query Processing in Wireless Sensor Networks.

Authors: Tao-Yang Fu, Wen-Chih Peng, Wang-Chien Lee
Venue: IEEE Trans. Knowl. Data Eng.

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Journal

Energy-Balanced Dispatch of Mobile Sensors in a Hybrid Wireless Sensor Network.

Authors: You-Chiun Wang, Wen-Chih Peng, Yu-Chee Tseng
Venue: IEEE Trans. Parallel Distributed Syst.

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Conference

Tru-Alarm: Trustworthiness Analysis of Sensor Networks in Cyber-Physical Systems.

Authors: Lu-An Tang, Xiao Yu 0007, Sangkyum Kim, Jiawei Han 0001, Chih-Chieh Hung, Wen-Chih Peng
Venue: ICDM

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Conference

Model-Driven Traffic Data Acquisition in Vehicular Sensor Networks.

Authors: Chih-Chieh Hung, Wen-Chih Peng
Venue: ICPP

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Conference

An efficient algorithm for mining time interval-based patterns in large database.

Authors: Yi-Cheng Chen, Ji-Chiang Jiang, Wen-Chih Peng, Suh-Yin Lee
Venue: CIKM

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Conference

PATS: A Framework of Pattern-Aware Trajectory Search.

Authors: Ling-Yin Wei, Wen-Chih Peng, Bo-Chong Chen, Ting-Wei Lin
Venue: Mobile Data Management

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Conference

Parallelizing Random Walk with Restart for large-scale query recommendation.

Authors: Meng-Fen Chiang, Tsung-Wei Wang, Wen-Chih Peng
Venue: MDAC@WWW

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Other

Proceedings of the 2010 International Workshop on Location Based Social Networks, LBSN 2010, November 2, 2010, San Jose, CA, USA, Proceedings

Authors: Xiaofang Zhou 0001, Wang-Chien Lee, Wen-Chih Peng, Xing Xie 0001
Venue: GIS-LBSN

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2009

Journal

Mining sequential patterns across multiple sequence databases.

Authors: Wen-Chih Peng, Zhung-Xun Liao
Venue: Data Knowl. Eng.

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Conference

Mining trajectory profiles for discovering user communities.

Authors: Chih-Chieh Hung, Chih-Wen Chang, Wen-Chih Peng
Venue: GIS-LBSN

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Conference

Clustering object moving patterns for prediction-based object tracking sensor networks.

Authors: Chih-Chieh Hung, Wen-Chih Peng
Venue: CIKM

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Conference

Exploring GPS Data for Traffic Status Estimation.

Authors: Yu-Ming Chang, Ling-Yin Wei, Chun-Shuo Lin, Chen-Hen Jung, I-Hung Chen, Wen-Chih Peng
Venue: Mobile Data Management

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Conference

Clustering Data Streams in Optimization and Geography Domains.

Authors: Ling-Yin Wei, Wen-Chih Peng
Venue: PAKDD

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Conference

Slab Routing: Adapting Two-Dimensional Geographic Routing to Three-Dimensions.

Authors: Paul I-Shan Chiang, Wen-Chih Peng
Venue: SECON

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Conference

Exploring Spatio-Temporal Features for Traffic Estimation on Road Networks.

Authors: Ling-Yin Wei, Wen-Chih Peng, Chun-Shuo Lin, Chen-Hen Jung
Venue: SSTD

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2008

Journal

Message-efficient in-network location management in a multisink wireless sensor network.

Authors: Chih-Yu Lin, Yu-Chee Tseng, Wen-Chih Peng, Ten-Hwang Lai, Hua-Wei Fang
Venue: Int. J. Sens. Networks

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Conference

CarWeb: A Traffic Data Collection Platform.

Authors: Chia-Hao Lo, Wen-Chih Peng, Chien-Wen Chen, Ting-Yu Lin, Chun-Shuo Lin
Venue: MDM

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Conference

Discovering popular co-cited communities in blogspaces.

Authors: Meng-Fen Chiang, Wen-Chih Peng, Chia-Hao Lo
Venue: ICDE Workshops

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Conference

Mining Community Structures in Peer-to-Peer Environments.

Authors: Ching-Hua Yu, Wen-Chih Peng, Wang-Chien Lee
Venue: ICPADS

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Conference

Efficient Joint Clustering Algorithms in Optimization and Geography Domains.

Authors: Chia-Hao Lo, Wen-Chih Peng
Venue: PAKDD

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Conference

A Cloaking Algorithm Based on Spatial Networks for Location Privacy.

Authors: Po-Yi Li, Wen-Chih Peng, Tsung-Wei Wang, Wei-Shinn Ku, Jianliang Xu, John A. Hamilton Jr.
Venue: SUTC

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Conference

Ranking Web Pages from User Perspectives of Social Bookmarking Sites.

Authors: Chia-Hao Lo, Wen-Chih Peng, Meng-Fen Chiang
Venue: Web Intelligence

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2007

Journal

Information processing and data management in wireless sensor networks.

Authors: Yu-Chee Tseng, Wen-Chih Peng, Victor C. M. Leung, Wen-Tsuen Chen, Maria Cristina Pinotti
Venue: Signal Process.

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Journal

Particle Swarm Optimization With Recombination and Dynamic Linkage Discovery.

Authors: Ying-Ping Chen, Wen-Chih Peng, Ming-chung Jian
Venue: IEEE Trans. Syst. Man Cybern. Part B

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Conference

Using sensorranks for in-network detection of faulty readings in wireless sensor networks.

Authors: Xiang-Yan Xiao, Wen-Chih Peng, Chih-Chieh Hung, Wang-Chien Lee
Venue: MobiDE

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Conference

Optimizing parallel itineraries for knn query processing in wireless sensor networks.

Authors: Tao-Young Fu, Wen-Chih Peng, Wang-Chien Lee
Venue: CIKM

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Conference

Optimizing Multiple In-Network Aggregate Queries in Wireless Sensor Networks.

Authors: Huei-You Yang, Wen-Chih Peng, Chia-Hao Lo
Venue: DASFAA

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Conference

Exploring Load-Balance to Dispatch Mobile Sensors in Wireless Sensor Networks.

Authors: You-Chiun Wang, Wen-Chih Peng, Min-Hsien Chang, Yu-Chee Tseng
Venue: ICCCN

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Conference

Privacy Protected Query Processing on Spatial Networks.

Authors: Wei-Shinn Ku, Roger Zimmermann, Wen-Chih Peng, Sushama Shroff
Venue: ICDE Workshops

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Conference

Exploring lattice structures in mining multi-domain sequential patterns.

Authors: Zhung-Xun Liao, Wen-Chih Peng
Venue: Infoscale

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Conference

Cluster-Enhanced Techniques for Pattern-Matching Localization Systems.

Authors: Sheng-Po Kuo, Bing-Jhen Wu, Wen-Chih Peng, Yu-Chee Tseng
Venue: MASS

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Conference

Protecting Moving Trajectories with Dummies.

Authors: Tun-Hao You, Wen-Chih Peng, Wang-Chien Lee
Venue: MDM

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Conference

Exploring Group Moving Pattern for an Energy-Constrained Object Tracking Sensor Network.

Authors: Hsiao-Ping Tsai, De-Nian Yang, Wen-Chih Peng, Ming-Syan Chen
Venue: PAKDD

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Conference

TagFree: Identifying users without tags in smart home environments.

Authors: Wen-Chih Peng, Wangling Huang, Yiling Chen, PeiChing Liao
Venue: SMC

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2006

Journal

Efficient In-Network Moving Object Tracking in Wireless Sensor Networks.

Authors: Chih-Yu Lin, Wen-Chih Peng, Yu-Chee Tseng
Venue: IEEE Trans. Mob. Comput.

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Journal

SOM: Dynamic Push-Pull Channel Allocation Framework for Mobile Data Broadcasting.

Authors: Jiun-Long Huang, Wen-Chih Peng, Ming-Syan Chen
Venue: IEEE Trans. Mob. Comput.

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Conference

A Storage Management for Mining Object Moving Patterns in Object Tracking Sensor Networks.

Authors: Chih-Chieh Hung, Wen-Chih Peng
Venue: IAT Workshops

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Conference

On Mining Moving Patterns for Object Tracking Sensor Networks.

Authors: Wen-Chih Peng, Yu-Zen Ko, Wang-Chien Lee
Venue: MDM

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Conference

Ranking Web Search Results from Personalized Perspective.

Authors: Wen-Chih Peng, Yu-Chin Lin
Venue: CEC/EEE

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2005

Journal

Query Processing in a Mobile Computing Environment: Exploiting the Features of Asymmetry.

Authors: Wen-Chih Peng, Ming-Syan Chen
Venue: IEEE Trans. Knowl. Data Eng.

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Journal

Design and Performance Studies of an Adaptive Cache Retrieval Scheme in a Mobile Computing Environment.

Authors: Wen-Chih Peng, Ming-Syan Chen
Venue: IEEE Trans. Mob. Comput.

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Journal

Shared Data Allocation in a Mobile Computing System: Exploring Local and Global Optimization.

Authors: Wen-Chih Peng, Ming-Syan Chen
Venue: IEEE Trans. Parallel Distributed Syst.

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Conference

Exploring Regression for Mining User Moving Patterns in a Mobile Computing System.

Authors: Chih-Chieh Hung, Wen-Chih Peng, Jiun-Long Huang
Venue: HPCC

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Conference

An energy-conserved on-demand data broadcasting system.

Authors: Jiun-Long Huang, Wen-Chih Peng
Venue: Mobile Data Management

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2003

Journal

Dynamic Leveling: Adaptive Data Broadcasting in a Mobile Computing Environment.

Authors: Wen-Chih Peng, Jiun-Long Huang, Ming-Syan Chen
Venue: Mob. Networks Appl.

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Journal

Developing Data Allocation Schemes by Incremental Mining of User Moving Patterns in a Mobile Computing System.

Authors: Wen-Chih Peng, Ming-Syan Chen
Venue: IEEE Trans. Knowl. Data Eng.

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Journal

Efficient Channel Allocation Tree Generation for Data Broadcasting in a Mobile Computing Environment.

Authors: Wen-Chih Peng, Ming-Syan Chen
Venue: Wirel. Networks

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Conference

Exploring group mobility for replica data allocation in a mobile environment.

Authors: Jiun-Long Huang, Ming-Syan Chen, Wen-Chih Peng
Venue: CIKM

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Conference

Broadcasting Dependent Data for Ordered Queries without Replication in a Multi-Channel Mobile Environment.

Authors: Jiun-Long Huang, Ming-Syan Chen, Wen-Chih Peng
Venue: ICDE

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2002

Conference

Allocation of Shared Data Based on Mobile User Movement.

Authors: Wen-Chih Peng, Ming-Syan Chen
Venue: Mobile Data Management

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2001

Conference

Binary Interpolation Search for Solution Mapping on Broadcast and On-demand Channels in a Mobile Computing Environment.

Authors: Jiun-Long Huang, Wen-Chih Peng, Ming-Syan Chen
Venue: CIKM

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Conference

Mining Sequential Alarm Patterns in a Telecommunication Database.

Authors: Pei-Hsin Wu, Wen-Chih Peng, Ming-Syan Chen
Venue: Databases in Telecommunications

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2000

Conference

Dynamic Generation of Data Broadcasting Programs for a Broadcast Disk Array.

Authors: Ming-Syan Chen, Wen-Chih Peng
Venue: CIKM

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Conference

Exploiting the Features of Asymmetry for Query Processing in a Mobile Computing Environment.

Authors: Wen-Chih Peng, Ming-Syan Chen
Venue: CoopIS

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Conference

Mining User Moving Patterns for Personal Data Allocation in a Mobile Computing System.

Authors: Wen-Chih Peng, Ming-Syan Chen
Venue: ICPP

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1998

Conference

A Dynamic and Adaptive Cache Retrieval Scheme for Mobile Computing.

Authors: Wen-Chih Peng, Ming-Syan Chen
Venue: CoopIS

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