Wen-Chih Peng

Orcid: 0000-0002-0172-7311

According to our database1, Wen-Chih Peng authored at least 213 papers between 1998 and 2024.

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Bibliography

2024
al-BERT: a semi-supervised denoising technique for disease prediction.
BMC Medical Informatics Decis. Mak., December, 2024

Explore the Style for Fake News Detection.
J. Inf. Sci. Eng., November, 2024

Correlation-aware Graph Data Augmentation with Implicit and Explicit Neighbors.
ACM Trans. Knowl. Discov. Data, June, 2024

Predicting the Next Diseases Using Graph Neural Networks on Administrative Medical Datasets.
J. Inf. Sci. Eng., May, 2024

Credit Card Fraud Detection via Intelligent Sampling and Self-supervised Learning.
ACM Trans. Intell. Syst. Technol., April, 2024

Text2Freq: Learning Series Patterns from Text via Frequency Domain.
CoRR, 2024

Self-Supervised Learning of Disentangled Representations for Multivariate Time-Series.
CoRR, 2024

BADGE: BADminton report Generation and Evaluation with LLM.
CoRR, 2024

Team Trifecta at Factify5WQA: Setting the Standard in Fact Verification with Fine-Tuning.
CoRR, 2024

Large Language Multimodal Models for 5-Year Chronic Disease Cohort Prediction Using EHR Data.
CoRR, 2024

A Survey on Self-Supervised Learning for Non-Sequential Tabular Data.
CoRR, 2024

Offline Imitation of Badminton Player Behavior via Experiential Contexts and Brownian Motion.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2024

Look Around! A Neighbor Relation Graph Learning Framework for Real Estate Appraisal.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2024

Benchmarking Stroke Forecasting with Stroke-Level Badminton Dataset.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

TimeDRL: Disentangled Representation Learning for Multivariate Time-Series.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

Style-News: Incorporating Stylized News Generation and Adversarial Verification for Neural Fake News Detection.
Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

MEDFuse: Multimodal EHR Data Fusion with Masked Lab-Test Modeling and Large Language Models.
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

COKE: Causal Discovery with Chronological Order and Expert Knowledge in High Proportion of Missing Manufacturing Data.
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

The CoachAI Badminton Environment: A Novel Reinforcement Learning Environment with Realistic Opponents (Student Abstract).
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

The CoachAI Badminton Environment: Bridging the Gap between a Reinforcement Learning Environment and Real-World Badminton Games.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Root Cause Analysis in Microservice Using Neural Granger Causal Discovery.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

SeGA: Preference-Aware Self-Contrastive Learning with Prompts for Anomalous User Detection on Twitter.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
A Lightweight and Accurate Spatial-Temporal Transformer for Traffic Forecasting.
IEEE Trans. Knowl. Data Eng., November, 2023

SADEM: An Effective Supervised Anomaly Detection Ensemble Model for Alert Account Detection.
J. Inf. Sci. Eng., September, 2023

How Is the Stroke? Inferring Shot Influence in Badminton Matches via Long Short-term Dependencies.
ACM Trans. Intell. Syst. Technol., February, 2023

ShuttleSHAP: A Turn-Based Feature Attribution Approach for Analyzing Forecasting Models in Badminton.
CoRR, 2023

LLM4TS: Two-Stage Fine-Tuning for Time-Series Forecasting with Pre-Trained LLMs.
CoRR, 2023

ShuttleSet22: Benchmarking Stroke Forecasting with Stroke-Level Badminton Dataset.
CoRR, 2023

Detecting and Ranking Causal Anomalies in End-to-End Complex System.
CoRR, 2023

Host's Assistant: Leveraging Graph Neural Networks for Daily Room Rate Prediction on Online Accommodation Sites.
Proceedings of the Technologies and Applications of Artificial Intelligence, 2023

ShuttleSet: A Human-Annotated Stroke-Level Singles Dataset for Badminton Tactical Analysis.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

RSVP: Customer Intent Detection via Agent Response Contrastive and Generative Pre-Training.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

NYCU-TWO at Memotion 3: Good Foundation, Good Teacher, then you have Good Meme Analysis.
Proceedings of De-Factify 2: 2nd Workshop on Multimodal Fact Checking and Hate Speech Detection, 2023

Team Triple-Check at Factify 2: Parameter-Efficient Large Foundation Models with Feature Representations for Multi-Modal Fact Verification.
Proceedings of De-Factify 2: 2nd Workshop on Multimodal Fact Checking and Hate Speech Detection, 2023

DoRA: Domain-Based Self-Supervised Learning Framework for Low-Resource Real Estate Appraisal.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

A Reinforcement Learning Badminton Environment for Simulating Player Tactics (Student Abstract).
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Where Will Players Move Next? Dynamic Graphs and Hierarchical Fusion for Movement Forecasting in Badminton.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Mining Willing-to-Pay Behavior Patterns from Payment Datasets.
ACM Trans. Intell. Syst. Technol., 2022

Hybrid Embedding of Multi-Behavior Network and Product-Content Knowledge Graph for Tourism Product Recommendation.
J. Inf. Sci. Eng., 2022

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

A Lightweight and Accurate Spatial-Temporal Transformer for Traffic Forecasting.
CoRR, 2022

Template-Based Headline Generator for Multiple Documents.
IEEE Access, 2022

KAHAN: Knowledge-Aware Hierarchical Attention Network for Fake News detection on Social Media.
Proceedings of the Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25, 2022

Exploring Graph Neural Network in Administrative Medical Dataset.
Proceedings of the International Conference on Technologies and Applications of Artificial Intelligence, 2022

NYCU_TWD@LT-EDI-ACL2022: Ensemble Models with VADER and Contrastive Learning for Detecting Signs of Depression from Social Media.
Proceedings of the Second Workshop on Language Technology for Equality, 2022

A Data-Driven Spatial-Temporal Graph Neural Network for Docked Bike Prediction.
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

RecFormer: personalized temporal-aware transformer for fair music recommendation.
Proceedings of the CIKM 2022 Workshops co-located with 31st ACM International Conference on Information and Knowledge Management (CIKM 2022), 2022

Track2Vec: fairness music recommendation with a GPU-free customizable-driven framework.
Proceedings of the CIKM 2022 Workshops co-located with 31st ACM International Conference on Information and Knowledge Management (CIKM 2022), 2022

ShuttleNet: Position-Aware Fusion of Rally Progress and Player Styles for Stroke Forecasting in Badminton.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

Team Yao at Factify 2022: Utilizing Pre-trained Models and Co-attention Networks for Multi-Modal Fact Verification (short paper).
Proceedings of the Workshop on Multi-Modal Fake News and Hate-Speech Detection (DE-FACTIFY 2022) co-located with the Thirty-Sixth AAAI Conference on Artificial Intelligence ( AAAI 2022), 2022

2021
FakeCLIP: Multimodal Fake Caption Detection with Mixed Languages for Explainable Visualization.
Proceedings of the 2021 International Conference on Technologies and Applications of Artificial Intelligence, 2021

Early Prediction of Hate Speech Propagation.
Proceedings of the 2021 International Conference on Data Mining, 2021

Exploring the Long Short-Term Dependencies to Infer Shot Influence in Badminton Matches.
Proceedings of the IEEE International Conference on Data Mining, 2021

Spatial-Temporal Similarity for Trajectories with Location Noise and Sporadic Sampling.
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

Learning for Prediction of Maritime Collision Avoidance Behavior from AIS Network.
Proceedings of the 22nd Asia-Pacific Network Operations and Management Symposium, 2021

2020
Personalized Travel Product Recommendation Based on Embedding of Multi-Behavior Interaction Network and Product Information Knowledge Graph.
Proceedings of the International Conference on Technologies and Applications of Artificial Intelligence, 2020

Probabilistic Value Selection for Space Efficient Model.
Proceedings of the 21st IEEE International Conference on Mobile Data Management, 2020

Sequence-Aware Factorization Machines for Temporal Predictive Analytics.
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

Product Quality Prediction with Convolutional Encoder-Decoder Architecture and Transfer Learning.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

Attractive or Faithful? Popularity-Reinforced Learning for Inspired Headline Generation.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

TemPEST: Soft Template-Based Personalized EDM Subject Generation through Collaborative Summarization.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
PTGF: Public Transport General Framework for Identifying Transport Modes Based on Cellular Data.
Proceedings of the 20th IEEE International Conference on Mobile Data Management, 2019

Interpretable Multi-task Learning for Product Quality Prediction with Attention Mechanism.
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

Predicting Online User Purchase Behavior Based on Browsing History.
Proceedings of the 35th IEEE International Conference on Data Engineering Workshops, 2019

Exploiting Centrality Information with Graph Convolutions for Network Representation Learning.
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

TrackNet: A Deep Learning Network for Tracking High-speed and Tiny Objects in Sports Applications.
Proceedings of the 16th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2019

A Framework for Maritime Anti-Collision Pattern Discovery from AIS Network.
Proceedings of the 20th Asia-Pacific Network Operations and Management Symposium, 2019

CoachAI: A Project for Microscopic Badminton Match Data Collection and Tactical Analysis.
Proceedings of the 20th Asia-Pacific Network Operations and Management Symposium, 2019

2018
Distinguishing friends from strangers in location-based social networks using co-location.
Pervasive Mob. Comput., 2018

Four-Dimensional Shopping Mall: Sequential Group Willingness Optimization under VR Environments.
Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

Customer Purchase Behavior Prediction from Payment Datasets.
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018

Maximizing Social Influence on Target Users.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

Stitching Aerial Images for Vehicle Positioning and Tracking.
Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018

CAPatternMiner: Mining Ship Collision Avoidance Behavior from AIS Trajectory Data.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

2017
Efficient Keyword-Aware Representative Travel Route Recommendation.
IEEE Trans. Knowl. Data Eng., 2017

Exploring Communication Behaviors of Users to Target Potential Users in Mobile Social Networks.
ACM Trans. Intell. Syst. Technol., 2017

Estimating the Fine-Grained PM2.5 for Airbox Sensor Fault Detection in Taiwan.
Proceedings of the Conference on Technologies and Applications of Artificial Intelligence, 2017

Mining of Location-Based Social Networks for Spatio-Temporal Social Influence.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017

Exploring Check-in Data to Infer Social Ties in Location Based Social Networks.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017

ConflictFinder: Mining Maritime Traffic Conflict from Massive Ship Trajectories.
Proceedings of the 18th IEEE International Conference on Mobile Data Management, 2017

A study on multiple wearable sensors for activity recognition.
Proceedings of the IEEE Conference on Dependable and Secure Computing, 2017

Public Transportation Mode Detection from Cellular Data.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

A gamma-based regression for winning price estimation in real-time bidding advertising.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

SEM: A Softmax-based Ensemble Model for CTR estimation in Real-Time Bidding advertising.
Proceedings of the 2017 IEEE International Conference on Big Data and Smart Computing, 2017

A framework for discovering maritime traffic conflict from AIS network.
Proceedings of the 19th Asia-Pacific Network Operations and Management Symposium, 2017

2016
Mining Health Examination Records - A Graph-Based Approach.
IEEE Trans. Knowl. Data Eng., 2016

Exploiting Viral Marketing for Location Promotion in Location-Based Social Networks.
ACM Trans. Knowl. Discov. Data, 2016

Mining and clustering mobility evolution patterns from social media for urban informatics.
Knowl. Inf. Syst., 2016

Towards Best Region Search for Data Exploration.
Proceedings of the 2016 International Conference on Management of Data, 2016

A Bayesian-Based Approach for Activity and Mobility Inference in Location-Based Social Networks.
Proceedings of the IEEE 17th International Conference on Mobile Data Management, 2016

Mining temporal patterns in interval-based data.
Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

Activity sense organs: energy-efficient activity sensing with adaptive duty cycle control.
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2016 ACM International Symposium on Wearable Computers, 2016

Discovering Maritime Traffic Route from AIS network.
Proceedings of the 18th Asia-Pacific Network Operations and Management Symposium, 2016

2015
Clustering and aggregating clues of trajectories for mining trajectory patterns and routes.
VLDB J., 2015

Mining Temporal Patterns in Time Interval-Based Data.
IEEE Trans. Knowl. Data Eng., 2015

Significant Correlation Pattern Mining in Smart Homes.
ACM Trans. Intell. Syst. Technol., 2015

Discovering pattern-aware routes from trajectories.
Distributed Parallel Databases, 2015

Modeling User Mobility for Location Promotion in Location-based Social Networks.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

KSTR: Keyword-Aware Skyline Travel Route Recommendation.
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Mining Spatial-Temporal Semantic Trajectory Patterns from Raw Trajectories.
Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

Inferring user activities from spatial-temporal data in mobile phones.
Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2015 ACM International Symposium on Wearable Computers, 2015

A fusion-based approach for user activities recognition on smart phones.
Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015

Mining Popular Routes from Social Media.
Proceedings of the Multimedia Data Mining and Analytics - Disruptive Innovation, 2015

2014
Exploring Sequential Probability Tree for Movement-Based Community Discovery.
IEEE Trans. Knowl. Data Eng., 2014

CIM: Community-Based Influence Maximization in Social Networks.
ACM Trans. Intell. Syst. Technol., 2014

Indexing spatial data in cloud data managements.
Pervasive Mob. Comput., 2014

Anomaly secure detection methods by analyzing dynamic characteristics of the network traffic in cloud communications.
Inf. Sci., 2014

Associative Classification for Human Activity Inference on Smart Phones.
Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2014

Dynamic Circle Recommendation: A Probabilistic Model.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2014

Mining Correlation Patterns among Appliances in Smart Home Environment.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2014

RouteMiner: Mining Ship Routes from a Massive Maritime Trajectories.
Proceedings of the IEEE 15th International Conference on Mobile Data Management, 2014

Exploring Location-Related Data on Smart Phones for Activity Inference.
Proceedings of the IEEE 15th International Conference on Mobile Data Management, 2014

Skyline Travel Routes: Exploring Skyline for Trip Planning.
Proceedings of the IEEE 15th International Conference on Mobile Data Management, 2014

Mining Mobility Evolution from Check-In Datasets.
Proceedings of the IEEE 15th International Conference on Mobile Data Management, 2014

Exploring Social Influence on Location-Based Social Networks.
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Exploiting mobility for location promotion in location-based social networks.
Proceedings of the International Conference on Data Science and Advanced Analytics, 2014

On selecting feature-value pairs on smart phones for activity inferences.
Proceedings of the International Conference on Data Science and Advanced Analytics, 2014

Inferring potential users in mobile social networks.
Proceedings of the International Conference on Data Science and Advanced Analytics, 2014

2013
Exploring pattern-aware travel routes for trajectory search.
ACM Trans. Intell. Syst. Technol., 2013

A framework of traveling companion discovery on trajectory data streams.
ACM Trans. Intell. Syst. Technol., 2013

An incremental algorithm for clustering spatial data streams: exploring temporal locality.
Knowl. Inf. Syst., 2013

Exploring heterogeneous information networks and random walk with restart for academic search.
Knowl. Inf. Syst., 2013

QS-STT: QuadSection clustering and spatial-temporal trajectory model for location prediction.
Distributed Parallel Databases, 2013

On the Feature Discovery for App Usage Prediction in Smartphones.
CoRR, 2013

Mining Usage Traces of Mobile Apps for Dynamic Preference Prediction.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2013

Mining Appliance Usage Patterns in Smart Home Environment.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2013

A Temporal Probabilistic Model for Dynamic Circle Recommendation in Mobile Applications.
Proceedings of the 2013 IEEE 14th International Conference on Mobile Data Management, Milan, Italy, June 3-6, 2013, 2013

Distant-Time Location Prediction in Low-Sampling-Rate Trajectories.
Proceedings of the 2013 IEEE 14th International Conference on Mobile Data Management, Milan, Italy, June 3-6, 2013, 2013

Inferring distant-time location in low-sampling-rate trajectories.
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

On the Feature Discovery for App Usage Prediction in Smartphones.
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

A Novel System for Extracting Useful Correlation in Smart Home Environment.
Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013

On mining mobile apps usage behavior for predicting apps usage in smartphones.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

2012
Exploring latent browsing graph for question answering recommendation.
World Wide Web, 2012

Energy-Aware Set-Covering Approaches for Approximate Data Collection in Wireless Sensor Networks.
IEEE Trans. Knowl. Data Eng., 2012

Clustering spatial data with a geographic constraint: exploring local search.
Knowl. Inf. Syst., 2012

Efficient algorithms for influence maximization in social networks.
Knowl. Inf. Syst., 2012

Dummy-Based Schemes for Protecting Movement Trajectories.
J. Inf. Sci. Eng., 2012

Multidimensional Sensor Data Analysis in Cyber-Physical System: An Atypical Cube Approach.
Int. J. Distributed Sens. Networks, 2012

AppNow: Predicting Usages of Mobile Applications on Smart Phones.
Proceedings of the Conference on Technologies and Applications of Artificial Intelligence, 2012

Inferring Social Relationships across Social Networks for Viral Marketing.
Proceedings of the Conference on Technologies and Applications of Artificial Intelligence, 2012

An Intelligent System for Mining Usage Patterns from Appliance Data in Smart Home Environment.
Proceedings of the Conference on Technologies and Applications of Artificial Intelligence, 2012

Key Formulation Schemes for Spatial Index in Cloud Data Managements.
Proceedings of the 13th IEEE International Conference on Mobile Data Management, 2012

Constructing popular routes from uncertain trajectories.
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

An Efficient Geometry Data Allocation Algorithm in Cloud Computing Environments.
Proceedings of the 18th IEEE International Conference on Parallel and Distributed Systems, 2012

Mining Temporal Profiles of Mobile Applications for Usage Prediction.
Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012

On Discovery of Traveling Companions from Streaming Trajectories.
Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

Multidimensional Analysis of Atypical Events in Cyber-Physical Data.
Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

A profile-based framework for interaction prediction.
Proceedings of the 2012 IEEE International Conference on Granular Computing, 2012

2011
LBSN 2010 workshop report: The Second ACM SIGSPATIAL International Workshop on Location Based Social Networks (San Jose, California - November 2, 2010).
ACM SIGSPATIAL Special, 2011

Optimizing in-network aggregate queries in wireless sensor networks for energy saving.
Data Knowl. Eng., 2011

A regression-based approach for mining user movement patterns from random sample data.
Data Knowl. Eng., 2011

Exploring Spatial-Temporal Trajectory Model for Location Prediction.
Proceedings of the 12th IEEE International Conference on Mobile Data Management, 2011

Route Discovery from Mining Uncertain Trajectories.
Proceedings of the Data Mining Workshops (ICDMW), 2011

CEMiner - An Efficient Algorithm for Mining Closed Patterns from Time Interval-Based Data.
Proceedings of the 11th IEEE International Conference on Data Mining, 2011

Exploring dynamic fan shapes for nearby traffic monitoring queries in road networks.
Proceedings of the 19th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2011

Discovering personalized routes from trajectories.
Proceedings of the 2011 International Workshop on Location Based Social Networks, 2011

A Framework of Mining Semantic Regions from Trajectories.
Proceedings of the Database Systems for Advanced Applications, 2011

An event-based POI service from microblogs.
Proceedings of the 13th Asia-Pacific Network Operations and Management Symposium, 2011

2010
Energy-Balanced Dispatch of Mobile Sensors in a Hybrid Wireless Sensor Network.
IEEE Trans. Parallel Distributed Syst., 2010

Parallelizing Itinerary-Based KNN Query Processing in Wireless Sensor Networks.
IEEE Trans. Knowl. Data Eng., 2010

Parallelizing Random Walk with Restart for large-scale query recommendation.
Proceedings of the 2010 Workshop on Massive Data Analytics on the Cloud, 2010

PATS: A Framework of Pattern-Aware Trajectory Search.
Proceedings of the Eleventh International Conference on Mobile Data Management, 2010

Model-Driven Traffic Data Acquisition in Vehicular Sensor Networks.
Proceedings of the 39th International Conference on Parallel Processing, 2010

Tru-Alarm: Trustworthiness Analysis of Sensor Networks in Cyber-Physical Systems.
Proceedings of the ICDM 2010, 2010

An efficient algorithm for mining time interval-based patterns in large database.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

2009
Mining sequential patterns across multiple sequence databases.
Data Knowl. Eng., 2009

Exploring Spatio-Temporal Features for Traffic Estimation on Road Networks.
Proceedings of the Advances in Spatial and Temporal Databases, 2009

Slab Routing: Adapting Two-Dimensional Geographic Routing to Three-Dimensions.
Proceedings of the Sixth Annual IEEE Communications Society Conference on Sensor, 2009

Clustering Data Streams in Optimization and Geography Domains.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2009

Exploring GPS Data for Traffic Status Estimation.
Proceedings of the MDM 2009, 2009

Mining trajectory profiles for discovering user communities.
Proceedings of the 2009 International Workshop on Location Based Social Networks, 2009

Clustering object moving patterns for prediction-based object tracking sensor networks.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2008
Message-efficient in-network location management in a multisink wireless sensor network.
Int. J. Sens. Networks, 2008

Ranking Web Pages from User Perspectives of Social Bookmarking Sites.
Proceedings of the 2008 IEEE / WIC / ACM International Conference on Web Intelligence, 2008

A Cloaking Algorithm Based on Spatial Networks for Location Privacy.
Proceedings of the IEEE International Conference on Sensor Networks, 2008

Efficient Joint Clustering Algorithms in Optimization and Geography Domains.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2008

CarWeb: A Traffic Data Collection Platform.
Proceedings of the 9th International Conference on Mobile Data Management (MDM 2008), 2008

Mining Community Structures in Peer-to-Peer Environments.
Proceedings of the 14th International Conference on Parallel and Distributed Systems, 2008

Discovering popular co-cited communities in blogspaces.
Proceedings of the 24th International Conference on Data Engineering Workshops, 2008

2007
Particle Swarm Optimization With Recombination and Dynamic Linkage Discovery.
IEEE Trans. Syst. Man Cybern. Part B, 2007

Information processing and data management in wireless sensor networks.
Signal Process., 2007

TagFree: Identifying users without tags in smart home environments.
Proceedings of the IEEE International Conference on Systems, 2007

Exploring Group Moving Pattern for an Energy-Constrained Object Tracking Sensor Network.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2007

Using sensorranks for in-network detection of faulty readings in wireless sensor networks.
Proceedings of the Sixth ACM International Workshop on Data Engineering for Wireless and Mobile Access, 2007

Protecting Moving Trajectories with Dummies.
Proceedings of the 8th International Conference on Mobile Data Management (MDM 2007), 2007

Cluster-Enhanced Techniques for Pattern-Matching Localization Systems.
Proceedings of the IEEE 4th International Conference on Mobile Adhoc and Sensor Systems, 2007

Exploring lattice structures in mining multi-domain sequential patterns.
Proceedings of the 2nf International Conference on Scalable Information Systems, 2007

Privacy Protected Query Processing on Spatial Networks.
Proceedings of the 23rd International Conference on Data Engineering Workshops, 2007

Exploring Load-Balance to Dispatch Mobile Sensors in Wireless Sensor Networks.
Proceedings of the 16th International Conference on Computer Communications and Networks, 2007

Optimizing Multiple In-Network Aggregate Queries in Wireless Sensor Networks.
Proceedings of the Advances in Databases: Concepts, 2007

Optimizing parallel itineraries for knn query processing in wireless sensor networks.
Proceedings of the Sixteenth ACM Conference on Information and Knowledge Management, 2007

2006
Efficient In-Network Moving Object Tracking in Wireless Sensor Networks.
IEEE Trans. Mob. Comput., 2006

SOM: Dynamic Push-Pull Channel Allocation Framework for Mobile Data Broadcasting.
IEEE Trans. Mob. Comput., 2006

Ranking Web Search Results from Personalized Perspective.
Proceedings of the Eighth IEEE International Conference on E-Commerce Technology (CEC 2006) / Third IEEE International Conference on Enterprise Computing, 2006

On Mining Moving Patterns for Object Tracking Sensor Networks.
Proceedings of the 7th International Conference on Mobile Data Management (MDM 2006), 2006

A Storage Management for Mining Object Moving Patterns in Object Tracking Sensor Networks.
Proceedings of the 2006 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2006

2005
Shared Data Allocation in a Mobile Computing System: Exploring Local and Global Optimization.
IEEE Trans. Parallel Distributed Syst., 2005

Design and Performance Studies of an Adaptive Cache Retrieval Scheme in a Mobile Computing Environment.
IEEE Trans. Mob. Comput., 2005

Query Processing in a Mobile Computing Environment: Exploiting the Features of Asymmetry.
IEEE Trans. Knowl. Data Eng., 2005

An energy-conserved on-demand data broadcasting system.
Proceedings of the 6th International Conference on Mobile Data Management (MDM 2005), 2005

Exploring Regression for Mining User Moving Patterns in a Mobile Computing System.
Proceedings of the High Performance Computing and Communications, 2005

2003
Efficient Channel Allocation Tree Generation for Data Broadcasting in a Mobile Computing Environment.
Wirel. Networks, 2003

Developing Data Allocation Schemes by Incremental Mining of User Moving Patterns in a Mobile Computing System.
IEEE Trans. Knowl. Data Eng., 2003

Dynamic Leveling: Adaptive Data Broadcasting in a Mobile Computing Environment.
Mob. Networks Appl., 2003

Broadcasting Dependent Data for Ordered Queries without Replication in a Multi-Channel Mobile Environment.
Proceedings of the 19th International Conference on Data Engineering, 2003

Exploring group mobility for replica data allocation in a mobile environment.
Proceedings of the 2003 ACM CIKM International Conference on Information and Knowledge Management, 2003

2002
Allocation of Shared Data Based on Mobile User Movement.
Proceedings of the Third International Conference on Mobile Data Management (MDM 2002), 2002

2001
Mining Sequential Alarm Patterns in a Telecommunication Database.
Proceedings of the Databases in Telecommunications II, VLDB 2001 International Workshop, 2001

Binary Interpolation Search for Solution Mapping on Broadcast and On-demand Channels in a Mobile Computing Environment.
Proceedings of the 2001 ACM CIKM International Conference on Information and Knowledge Management, 2001

2000
Mining User Moving Patterns for Personal Data Allocation in a Mobile Computing System.
Proceedings of the 2000 International Conference on Parallel Processing, 2000

Exploiting the Features of Asymmetry for Query Processing in a Mobile Computing Environment.
Proceedings of the Cooperative Information Systems, 7th International Conference, 2000

Dynamic Generation of Data Broadcasting Programs for a Broadcast Disk Array.
Proceedings of the 2000 ACM CIKM International Conference on Information and Knowledge Management, 2000

1998
A Dynamic and Adaptive Cache Retrieval Scheme for Mobile Computing.
Proceedings of the 3rd IFCIS International Conference on Cooperative Information Systems, 1998


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