An Efficient Clustering Algorithm for Market Basket Data Based on Small Large Ratios. - Ching-Huang Yun; Kun-Ta Chuang; Ming-Syan Chen (COMPSAC, 2001)

Self-Tuning Clustering: An Adaptive Clustering Method for Transaction Data. - Ching-Huang Yun; Kun-Ta Chuang; Ming-Syan Chen (DaWaK, 2002)

Using Category-Based Adherence to Cluster Market-Basket Data. - Ching-Huang Yun; Kun-Ta Chuang; Ming-Syan Chen (ICDM, 2002)

Clustering Item Data Sets with Association-Taxonomy Similarity. - Ching-Huang Yun; Kun-Ta Chuang; Ming-Syan Chen (ICDM, 2003)

Clustering Categorical Data Using the Correlated-Force Ensemble. - Ming-Syan Chen; Kun-Ta Chuang (SDM, 2004)

Frequent pattern discovery with memory constraint. - Kun-Ta Chuang; Ming-Syan Chen (CIKM, 2005)

Labeling Unclustered Categorical Data into Clusters Based on the Important Attribute Values. - Hung-Leng Chen; Kun-Ta Chuang; Ming-Syan Chen (ICDM, 2005)

QED: An Efficient Framework for Temporal Region Query Processing. - Yi-Hong Chu; Kun-Ta Chuang; Ming-Syan Chen (PAKDD, 2005)

Progressive Sampling for Association Rules Based on Sampling Error Estimation. - Kun-Ta Chuang; Ming-Syan Chen; Wen-Chieh Yang (PAKDD, 2005)

On subspace clustering with density consciousness. - Yi-Hong Chu; Jen-Wei Huang; Kun-Ta Chuang; Ming-Syan Chen (CIKM, 2006)

On Exploring the Power-Law Relationship in the Itemset Support Distribution. - Kun-Ta Chuang; Jiun-Long Huang; Ming-Syan Chen (EDBT, 2006)

Adherence clustering: an efficient method for mining market-basket clusters. - Ching-Huang Yun; Kun-Ta Chuang; Ming-Syan Chen (Inf. Syst., 2006)

DIKNN: An Itinerary-based KNN Query Processing Algorithm for Mobile Sensor Networks. - Shan-Hung Wu; Kun-Ta Chuang; Chung-Min Chen; Ming-Syan Chen (ICDE, 2007)

Quality-Aware Sampling and Its Applications in Incremental Data Mining. - Kun-Ta Chuang; Keng-Pei Lin; Ming-Syan Chen (IEEE Trans. Knowl. Data Eng., 2007)

Efficient Process of Top-k Range-Sum Queries over Multiple Streams with Minimized Global Error. - Hao-Ping Hung; Kun-Ta Chuang; Ming-Syan Chen (IEEE Trans. Knowl. Data Eng., 2007)

On Data Labeling for Clustering Categorical Data. - Hung-Leng Chen; Kun-Ta Chuang; Ming-Syan Chen (IEEE Trans. Knowl. Data Eng., 2008)

Toward the Optimal Itinerary-Based KNN Query Processing in Mobile Sensor Networks. - Shan-Hung Wu; Kun-Ta Chuang; Chung-Min Chen; Ming-Syan Chen (IEEE Trans. Knowl. Data Eng., 2008)

Mining top-k frequent patterns in the presence of the memory constraint. - Kun-Ta Chuang; Jiun-Long Huang; Ming-Syan Chen (VLDB J., 2008)

Power-law relationship and self-similarity in the itemset support distribution: analysis and applications. - Kun-Ta Chuang; Jiun-Long Huang; Ming-Syan Chen (VLDB J., 2008)

Feature-preserved sampling over streaming data. - Kun-Ta Chuang; Hung-Leng Chen; Ming-Syan Chen (ACM Trans. Knowl. Discov. Data, 2009)

Density Conscious Subspace Clustering for High-Dimensional Data. - Yi-Hong Chu; Jen-Wei Huang; Kun-Ta Chuang; De-Nian Yang; Ming-Syan Chen (IEEE Trans. Knowl. Data Eng., 2010)

Coupling or decoupling for KNN search on road networks?: a hybrid framework on user query patterns. - Ying-Ju Chen; Kun-Ta Chuang; Ming-Syan Chen (CIKM, 2011)

A One-Phase Method for Mining High Utility Mobile Sequential Patterns in Mobile Commerce Environments. - Bai-En Shie; Ji-Hong Cheng; Kun-Ta Chuang; Vincent S. Tseng (IEA/AIE, 2012)

Spatial-temporal query homogeneity for KNN object search on road networks. - Ying-Ju Chen; Kun-Ta Chuang; Ming-Syan Chen (CIKM, 2013)

Bluetooth-Based Mobile P2P Framework for Preference-Aware Data Dissemination on Social Networks. - Kun-Ta Chuang; Yu-Jen Lin; Chao-Chun Chen (MDM (2), 2013)

Maintain User Locations on Google Cloud Considering Users Privacy and Energy Saving for Mobile Social Networking Applications. - Ramon Dario Borja Martinez; Chao-Chun Chen; Kun-Ta Chuang (MDM (2), 2013)

Toward mining anomalous behavior from big moving trajectories in surveillance video. - Chien-Wei Chang; Min-Hsiang Yang; Cheng-Chun Li; Kun-Ta Chuang (CASE, 2014)

A model-selection framework for concept-drifting data streams. - Bo-Heng Chen; Kun-Ta Chuang (DSAA, 2014)

Efficient Gossiping Dissemination in Mobile Peer-to-Peer Environment Based on Neighborhood Detection. - Yu-Jen Lin; Bo-Heng Chen; Kun-Ta Chuang; Chao-Chun Chen (PAKDD Workshops, 2014)

Toward Mining User Traversal Patterns in the Indoor Environment. - Shan-Yun Teng; Tzu-Yuan Chung; Kun-Ta Chuang; Wei-Shinn Ku (PAKDD Workshops, 2014)

Web-Based Recording and Visualization Framework for Moving Trajectories [In Chinese]. - Po-An Yang; LiJung Chi; Kun-Ta Chuang; Seth Chen; Jonathan Tsai; Yung-Chung Ku (ROCLING, 2014)

Discovery of Spatiotemporal Chaining Patterns. - Bo-Heng Chen; Ai-Wei Chuang; Kun-Ta Chuang (ASE BD&SI, 2015)

On Influence Maximization to Target Users in the Presence of Multiple Acceptances. - Chien-Wei Chang; Mi-Yen Yeh; Kun-Ta Chuang (ASONAM, 2015)

Toward Understanding the Mobile Social Properties: An Analysis on Instagram Photo-Sharing Network. - Shan-Yun Teng; Mi-Yen Yeh; Kun-Ta Chuang (ASONAM, 2015)

Influential Sustainability on Social Networks. - Chien-Wei Chang; Po-An Yang; Ming-Han Lyu; Kun-Ta Chuang (ICDM, 2015)

Lane detection in surveillance videos using vector-based hierarchy clustering and density verification. - Shan-Yun Teng; Kun-Ta Chuang; Chun-Rong Huang; Cheng-Chun Li (MVA, 2015)

Learning Knowledge from User Search. - Yen-Kuan Lee; Kun-Ta Chuang (ROCLING, 2015)

Spatiotemporal crowdsourcing behavior: Analysis on OpenStreetMap. - Tzu-Yuan Chung; Kun-Ta Chuang; Cheng-Mao Hsu; Wei-Shinn Ku (TAAI, 2015)

Binary Descriptor Based Nonparametric Background Modeling for Foreground Extraction by Using Detection Theory. - Min-Hsiang Yang; Chun-Rong Huang; Wan-Chen Liu; Shu-Zhe Lin; Kun-Ta Chuang (IEEE Trans. Circuits Syst. Video Technol., 2015)

On the guarantee of containment probability in influence minimization. - Chien-Wei Chang; Mi-Yen Yeh; Kun-Ta Chuang (ASONAM, 2016)

Combining Powers of Two Predictors in Optimizing Real-Time Bidding Strategy under Constrained Budget. - Chi-Chun Lin; Kun-Ta Chuang; Wush Chi-Hsuan Wu; Ming-Syan Chen (CIKM, 2016)

Relief of Spatiotemporal Accessibility Overloading with Optimal Resource Placement. - Chien-Wei Chang; Hao-Yi Chih; Dean Chou; Yu-Chen Shu; Kun-Ta Chuang (ICDM, 2016)

On Instant Knowledge Evolution from Learning User Search Intent. - Yen-Kuan Lee; Pei-Hsuan Hsieh; Chi-Hsuan Huang; Kun-Ta Chuang (ICWS, 2016)

Transferring Knowledge from Text to Predict Disease Onset. - Yun Liu 013; Collin M. Stultz; John V. Guttag; Kun-Ta Chuang; Fu-Wen Liang; Huey-Jen Su (MLHC, 2016)

Generation of Conceptual-Level Text Cloud with Graph Diffusion. - Ying-Chun Lin; Po-An Yang; Yen-Kuan Lee; Kun-Ta Chuang (ROCLING, 2016)

Mobile-friendly and streaming web-based data visualization. - LiJung Chi; Chi-Hsuan Huang; Kun-Ta Chuang (TAAI, 2016)

Mining Temporal Fluctuating Patterns. - Shan-Yun Teng; Cheng-Kuan Ou; Kun-Ta Chuang (PAKDD (1), 2017)

Monetary Discount Strategies for Real-Time Promotion Campaign. - Ying-Chun Lin; Chi-Hsuan Huang; Chu-Cheng Hsieh; Yu-Chen Shu; Kun-Ta Chuang (WWW, 2017)

Mining spatio-temporal chaining patterns in non-identity event databases. - Bo-Heng Chen; Shan-Yun Teng; Kun-Ta Chuang (Intell. Data Anal., 2017)

Toward mining user movement behaviors in indoor environments. - Shan-Yun Teng; Wei-Shinn Ku; Kun-Ta Chuang (ACM SIGSPATIAL Special, 2017)

Toward Mining Stop-by Behaviors in Indoor Space. - Shan-Yun Teng; Wei-Shinn Ku; Kun-Ta Chuang (ACM Trans. Spatial Algorithms Syst., 2017)

Effective Quality Assurance for Data Labels through Crowdsourcing and Domain Expert Collaboration. - Wei Lee; Chien-Wei Chang; Po-An Yang; Chi-Hsuan Huang; Ming-Kuang Wu; Chu-Cheng Hsieh; Kun-Ta Chuang (EDBT, 2018)

Interactive Unknowns Recommendation in E-Learning Systems. - Shan-Yun Teng; Jundong Li; Lo Pang-Yun Ting; Kun-Ta Chuang; Huan Liu 001 (ICDM, 2018)

Predictive Team Formation Analysis via Feature Representation Learning on Social Networks. - Lo Pang-Yun Ting; Cheng-Te Li; Kun-Ta Chuang (PAKDD (3), 2018)

Node reactivation model to intensify influence on network targets. - Chien-Wei Chang; Mi-Yen Yeh; Kun-Ta Chuang (Knowl. Inf. Syst., 2018)

Optimal Delivery Routing in Road Network With Occupancy Detection. - Shan-Yun Teng; Szu-Chan Wu; Kun-Ta Chuang (MDM, 2019)

On the discovery of spatial-temporal fluctuating patterns. - Shan-Yun Teng; Cheng-Kuan Ou; Kun-Ta Chuang (Int. J. Data Sci. Anal., 2019)

An active learning-based approach for location-aware acquaintance inference. - Bo-Heng Chen; Cheng-Te Li; Kun-Ta Chuang; Jun Pang 001; Yang Zhang 016 (Knowl. Inf. Syst., 2019)

A check-in shielding scheme against acquaintance inference in location-based social networks. - Bo-Heng Chen; Cheng-Te Li; Kun-Ta Chuang (World Wide Web, 2019)

Worship prediction: identify followers in celebrity-dived networks. - Shan-Yun Teng; Lo Pang-Yun Ting; Mi-Yen Yeh; Kun-Ta Chuang (World Wide Web, 2019)

Learning Latent Perception Graphs for Personalized Unknowns Recommendation. - Lo Pang-Yun Ting; Shan-Yun Teng; Suhang Wang; Kun-Ta Chuang; Huan Liu 001 (CogMI, 2020)

Learning Personal Conscientiousness from Footprints in E-Learning Systems. - Lo Pang-Yun Ting; Shan-Yun Teng; Kun-Ta Chuang; Ee-Peng Lim (ICDM, 2020)

Prediction of Network Traffic Load on High Variability Data Based on Distance Correlation. - Lo Pang-Yun Ting; Tiago Koketsu Rodrigues; Nei Kato; Kun-Ta Chuang (VTC Fall, 2020)

Queries of K-discriminative paths on road networks. - Chien-Wei Chang; Chu-Di Chen; Kun-Ta Chuang (Knowl. Inf. Syst., 2020)

Budget-Constrained Real-Time Bidding Optimization: Multiple Predictors Make It Better. - Chi-Chun Lin; Kun-Ta Chuang; Wush Chi-Hsuan Wu; Ming-Syan Chen (ACM Trans. Knowl. Discov. Data, 2020)

Boosting Latent Inference of Resident Preference from Electricity Usage - A Demonstration on Online Advertisement Strategies. - Lo Pang-Yun Ting; Po-Hui Wu; Jhe-Yun Jhang; Kai-Jun Yang; Yen-Ju Chen; Kun-Ta Chuang (DaWaK, 2021)

Return-of-Interest Conscious Truth Inference for Crowdsourcing Queries. - Lok-Him Leung; Po-An Yang; Kun-Ta Chuang (TAAI, 2021)

An Incentive Dispatch Algorithm for Utilization-Perfect EV Charging Management. - Lo Pang-Yun Ting; Po-Hui Wu; Hsiu-Ying Chung; Kun-Ta Chuang (PAKDD (3), 2022)

Online Water Usage Monitoring under Anomalous Interference in Residential Households. - Rong Chao; Lo Pang-Yun Ting; Kun-Ta Chuang (TAAI, 2022)

Interactive planning of revisiting-free itinerary for signed-for delivery. - Lo Pang-Yun Ting; Shan-Yun Teng; Szu-Chan Wu; Kun-Ta Chuang (Int. J. Data Sci. Anal., 2022)

Strategic Pairwise Selection for Labeling High-Risk Action from Video-Based Data. - Kuan-Ting Chen; Bo-Heng Chen; Kun-Ta Chuang (TAAI (1), 2023)

Modeling Transitions of Inter-segment Patterns for Time Series Representation. - I-Fu Sun; Lo Pang-Yun Ting; Ko-Wei Su; Kun-Ta Chuang (TAAI (1), 2023)

A Confidence-Based Power-Efficient Framework for Sleep Stage Classification on Consumer Wearables. - Hsu-Chao Lai; Po-Hsiang Fang; Yi-Ting Wu; Lo Pang-Yun Ting; Kun-Ta Chuang (IEEE Big Data, 2024)

Optimized Battery Controlling for Smart Homes with Dynamic Insensitive-Zone Adjustment. - Lo Pang-Yun Ting; Yu-Hao Chiang; Yu-Hsiang Chang; Michihiro Konagai; Kun-Ta Chuang (GCCE, 2024)

Adaptive Knowledge Sharing in Multi-Task Learning: Insights from Electricity Data Analysis. - Yu-Hsiang Chang; Lo Pang-Yun Ting; Wei-Cheng Yin; Ko-Wei Su; Kun-Ta Chuang (PAKDD (Workshops), 2024)

Multi-agent Reinforcement Learning for Online Placement of Mobile EV Charging Stations. - Lo Pang-Yun Ting; Chi-Chun Lin; Shih-Hsun Lin; Yu-Lin Chu; Kun-Ta Chuang (PAKDD (5), 2024)

Using Blockchain for Incentive-Driven FHIR-based Health Record Exchange. - Moritz Rosar; Kun-Ta Chuang (SAC, 2024)

Uncertainty-Aware Critic Augmentation for Hierarchical Multi-Agent EV Charging Control. - Lo Pang-Yun Ting; Ali Senol; Huan-Yang Wang; Hsu-Chao Lai; Kun-Ta Chuang; Huan Liu 001 (CoRR, 2024)

An Explore-Exploit Workload-Bounded Strategy for Rare Event Detection in Massive Energy Sensor Time Series. - Lo Pang-Yun Ting; Rong Chao; Chai-Shi Chang; Kun-Ta Chuang (ACM Trans. Intell. Syst. Technol., 2024)

Online Spatial-Temporal EV Charging Scheduling with Incentive Promotion. - Lo Pang-Yun Ting; Huan-Yang Wang; Jhe-Yun Jhang; Kun-Ta Chuang (ACM Trans. Intell. Syst. Technol., 2024)

Hypergraph-Enhanced Kernel Initialization for Convolutional LSTM Networks: Insights from Asset Correlation Forecasting. - Lo Pang-Yun Ting; Hua-Cheng Cheng; Yu-Hua Zeng; Kun-Ta Chuang (PAKDD (3), 2025)

CAND: Cross-Domain Ambiguity Inference for Early Detecting Nuanced Illness Deterioration. - Lo Pang-Yun Ting; Zhen Tan 001; Hong-Pei Chen; Cheng-Te Li; Po-Lin Chen; Kun-Ta Chuang; Huan Liu 001 (CoRR, 2025)

DeCo: Defect-Aware Modeling with Contrasting Matching for Optimizing Task Assignment in Online IC Testing. - Lo Pang-Yun Ting; Yu-Hao Chiang; Yi-Tung Tsai; Hsu-Chao Lai; Kun-Ta Chuang (CoRR, 2025)

Early Detection of Patient Deterioration from Real-Time Wearable Monitoring System. - Lo Pang-Yun Ting; Hong-Pei Chen; An-Shan Liu; Chun-Yin Yeh; Po-Lin Chen; Kun-Ta Chuang (CoRR, 2025)

Beyond RAG: Reinforced Reasoning Augmented Generation for Clinical Notes. - Lo Pang-Yun Ting; Chengshuai Zhao; Yu-Hua Zeng; Yuan Jee Lim; Kun-Ta Chuang (CoRR, 2025)