Ming-Syan Chen

Orcid: 0000-0002-0711-8197

Affiliations:
  • National Taiwan University, Department of Electrical Engineering, Taipei, Taiwan
  • University of Michigan, Ann Arbor, MI, USA (PhD 1998)


According to our database1, Ming-Syan Chen authored at least 432 papers between 1987 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Awards

ACM Fellow

ACM Fellow 2006, "For contributions to query processing and data mining.".

IEEE Fellow

IEEE Fellow 2004, "For contributions to algorithms for query processing and data management in parallel and distributed systems.".

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Other 

Links

Online presence:

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Bibliography

2024
Evaluating Adversarial Robustness in the Spatial Frequency Domain.
CoRR, 2024

In Anticipation of Perfect Deepfake: Identity-anchored Artifact-agnostic Detection under Rebalanced Deepfake Detection Protocol.
CoRR, 2024

AdaPQ: Adaptive Exploration Product Quantization with Adversary-Aware Block Size Selection Toward Compression Efficiency.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2024

Construct a Secure CNN Against Gradient Inversion Attack.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2024

Does Audio Deepfake Detection Rely on Artifacts?
Proceedings of the IEEE International Conference on Acoustics, 2024

BiLEE: Bi-Level Early Exiting for Generative Document Retrieval.
Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

Deep Reorganization: Retaining Residuals in TinyML.
Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

FedGCR: Achieving Performance and Fairness for Federated Learning with Distinct Client Types via Group Customization and Reweighting.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Dual Adversarial Alignment for Realistic Support-Query Shift Few-shot Learning.
CoRR, 2023

CMINet: a Graph Learning Framework for Content-aware Multi-channel Influence Diffusion.
Proceedings of the ACM Web Conference 2023, 2023

Post-it: Augmented Reality Based Group Recommendation with Item Replacement.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2023

SPACE: Single-round Participant Amalgamation for Contribution Evaluation in Federated Learning.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Learning from Output Transitions: A Chosen Challenge Strategy for ML Attacks on PUFs.
Proceedings of the IEEE/ACM International Symposium on Low Power Electronics and Design, 2023

Planning Data Poisoning Attacks on Heterogeneous Recommender Systems in a Multiplayer Setting.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Overcoming Forgetting Catastrophe in Quantization-Aware Training.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Integrated Multi-Ported Memory Distribution for Temporal-Multiplexing Workloads on FPGAs.
Proceedings of the International Conference on Field Programmable Technology, 2023

Random Walk Conformer: Learning Graph Representation from Long and Short Range.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Incremental Reinforcement Learning with Dual-Adaptive ε-Greedy Exploration.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
More Is Less: Model Augmentation for Intermittent Deep Inference.
ACM Trans. Embed. Comput. Syst., September, 2022

Learning to Solve Task-Optimized Group Search for Social Internet of Things.
IEEE Trans. Knowl. Data Eng., 2022

Activity Organization for Friend-Making Optimization in Online Social Networks.
IEEE Trans. Knowl. Data Eng., 2022

On Extracting Socially Tenuous Groups for Online Social Networks With $k$k-Triangles.
IEEE Trans. Knowl. Data Eng., 2022

TAGNet: Triplet-Attention Graph Networks for Hashtag Recommendation.
IEEE Trans. Circuits Syst. Video Technol., 2022

Unified Multiple Constant Multipliers for Dynamic Exchange of Low-Precision Kernels on FPGAs.
IEEE Trans. Circuits Syst. II Express Briefs, 2022

Enhancing Reliability and Security: A Configurable Poisoning PUF Against Modeling Attacks.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

PGADA: Perturbation-Guided Adversarial Alignment for Few-Shot Learning Under the Support-Query Shift.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2022

ClimbQ: Class Imbalanced Quantization Enabling Robustness on Efficient Inferences.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Epidemic Spread Optimization for Disease Containment with NPIs and Vaccination.
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

Dual-Triangular QR Decomposition with Global Acceleration and Partially Q-Rotation Skipping.
Proceedings of the International Conference on Field-Programmable Technology, 2022

AlignQ: Alignment Quantization with ADMM-based Correlation Preservation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
The Framework of Personalized Ranking on Poisson Factorization.
IEEE Trans. Knowl. Data Eng., 2021

Attack Is the Best Defense: A Multi-Mode Poisoning PUF Against Machine Learning Attacks.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2021

Influence Maximization Based on Dynamic Personal Perception in Knowledge Graph.
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

Structure-Aware Parameter-Free Group Query via Heterogeneous Information Network Transformer.
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

Attack as the Best Defense: Nullifying Image-to-image Translation GANs via Limit-aware Adversarial Attack.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Dataflow Systolic Array Implementations of Exploring Dual-Triangular Structure in QR Decomposition Using High-Level Synthesis.
Proceedings of the International Conference on Field-Programmable Technology, 2021

Efficient Two-Stream Action Recognition on FPGA.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

Hierarchical Negative Binomial Factorization for Recommender Systems on Implicit Feedback.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Deadline Flow Scheduling in Datacenters with Time-Varying Bandwidth Allocations.
IEEE Trans. Serv. Comput., 2020

Budget-Constrained Real-Time Bidding Optimization: Multiple Predictors Make It Better.
ACM Trans. Knowl. Discov. Data, 2020

Everything Leaves Footprints: Hardware Accelerated Intermittent Deep Inference.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020

Balancing Exploration and Exploitation in Self-imitation Learning.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2020

2019
Flow Classification for Software-Defined Data Centers Using Stream Mining.
IEEE Trans. Serv. Comput., 2019

On Efficient Processing of Group and Subsequent Queries for Social Activity Planning.
IEEE Trans. Knowl. Data Eng., 2019

Transfer Neural Trees: Semi-Supervised Heterogeneous Domain Adaptation and Beyond.
IEEE Trans. Image Process., 2019

An Efficient and Resource-Aware Hashtag Recommendation Using Deep Neural Networks.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2019

Exploring Dual-Triangular Structure for Efficient R-Initiated Tall-Skinny QR on GPGPU.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2019

2018
A Comprehensive Study on Social Network Mental Disorders Detection via Online Social Media Mining.
IEEE Trans. Knowl. Data Eng., 2018

Non-Overlapping Subsequence Matching of Stream Synopses.
IEEE Trans. Knowl. Data Eng., 2018

Learning Multiple Factors-Aware Diffusion Models in Social Networks.
IEEE Trans. Knowl. Data Eng., 2018

QMSampler: Joint Sampling of Multiple Networks with Quality Guarantee.
IEEE Trans. Big Data, 2018

Revenue Maximization on the Multi-grade Product.
Proceedings of the 2018 SIAM International Conference on Data Mining, 2018

Personalized Ranking on Poisson Factorization.
Proceedings of the 2018 SIAM International Conference on Data Mining, 2018

A Salient Ensemble of Trees using Cascaded Linear Classifiers with Feature-Cost Constraints.
Proceedings of the 2018 SIAM International Conference on Data Mining, 2018

VIVID: Virtual Environment for Visual Deep Learning.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Deep Censored Learning of the Winning Price in the Real Time Bidding.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

HomeRun: HW/SW Co-Design for Program Atomicity on Self-Powered Intermittent Systems.
Proceedings of the International Symposium on Low Power Electronics and Design, 2018

Highly Parallel Sequential Pattern Mining on a Heterogeneous Platform.
Proceedings of the IEEE International Conference on Data Mining, 2018

Toward Green Computing: Striking the Trade-Off between Memory Usage and Energy Consumption of Sequential Pattern Mining on GPU.
Proceedings of the First IEEE International Conference on Artificial Intelligence and Knowledge Engineering, 2018

2017
User-Centric Network MIMO With Dynamic Clustering.
IEEE/ACM Trans. Netw., 2017

Distributed and scalable sequential pattern mining through stream processing.
Knowl. Inf. Syst., 2017

Query-oriented Graph Clustering.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017

On Finding Socially Tenuous Groups for Online Social Networks.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Task-Optimized Group Search for Social Internet of Things.
Proceedings of the 20th International Conference on Extending Database Technology, 2017

Mining the Networks of Telecommunication Fraud Groups using Social Network Analysis.
Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017, Sydney, Australia, July 31, 2017

2016
Concurrent Packet Recovery for Distributed Uplink Multiuser MIMO Networks.
IEEE Trans. Mob. Comput., 2016

A Novel Pipeline Approach for Efficient Big Data Broadcasting.
IEEE Trans. Knowl. Data Eng., 2016

A Comprehensive Study on Willingness Maximization for Social Activity Planning with Quality Guarantee.
IEEE Trans. Knowl. Data Eng., 2016

Socio-Spatial Group Queries for Impromptu Activity Planning.
IEEE Trans. Knowl. Data Eng., 2016

Spatial-Proximity Optimization for Rapid Task Group Deployment.
ACM Trans. Knowl. Discov. Data, 2016

UbiShop: Commercial item recommendation using visual part-based object representation.
Multim. Tools Appl., 2016

Mining Online Social Data for Detecting Social Network Mental Disorders.
Proceedings of the 25th International Conference on World Wide Web, 2016

Uncovering Multiple Diffusion Networks Using the First-Hand Sharing Pattern.
Proceedings of the 2016 SIAM International Conference on Data Mining, 2016

Context-aware daily activity summarization with adaptive transmission.
Proceedings of the 31st Annual ACM Symposium on Applied Computing, 2016

What Catches Your Eyes as You Move Around? On the Discovery of Interesting Regions in the Street.
Proceedings of the MultiMedia Modeling - 22nd International Conference, 2016

When Social Influence Meets Item Inference.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Client as a first-class citizen: Practical user-centric network MIMO clustering.
Proceedings of the 35th Annual IEEE International Conference on Computer Communications, 2016

Transfer Neural Trees for Heterogeneous Domain Adaptation.
Proceedings of the Computer Vision - ECCV 2016, 2016

Influence Maximization for Complementary Goods: Why Parties Fail to Cooperate?
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Combining Powers of Two Predictors in Optimizing Real-Time Bidding Strategy under Constrained Budget.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Massive parallelism for non-linear and non-stationary data analysis with GPGPU.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2015
IncreSTS: Towards Real-Time Incremental Short Text Summarization on Comment Streams from Social Network Services.
IEEE Trans. Knowl. Data Eng., 2015

Learning Sample Specific Weights for Late Fusion.
IEEE Trans. Image Process., 2015

Secure support vector machines outsourcing with random linear transformation.
Knowl. Inf. Syst., 2015

Scale-Adaptive Group Optimization for Social Activity Planning.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

Maximizing Friend-Making Likelihood for Social Activity Organization.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

Multiple Factors-Aware Diffusion in Social Networks.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

R2P: Recomposition and Retargeting of Photographic Images.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Predicting Winning Price in Real Time Bidding with Censored Data.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

An Effective Marketing Strategy for Revenue Maximization with a Quantity Constraint.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

A Learning-based Framework to Handle Multi-round Multi-party Influence Maximization on Social Networks.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

HiClus: Highly Scalable Density-based Clustering with Heterogeneous Cloud.
Proceedings of the INNS Conference on Big Data 2015, 2015

SIEVE: Scalable user grouping for large MU-MIMO systems.
Proceedings of the 2015 IEEE Conference on Computer Communications, 2015

Machine learning based rate adaptation with elastic feature selection for HTTP-based streaming.
Proceedings of the 2015 IEEE International Conference on Multimedia and Expo, 2015

Ensemble of Diverse Sparsifications for Link Prediction in Large-Scale Networks.
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Deadline-aware envy-free admission control in shared datacenter networks.
Proceedings of the 2015 IEEE International Conference on Communications, 2015

Forming Online Support Groups for Internet and Behavior Related Addictions.
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

Reducing Communication and Merging Overheads for Distributed Clustering Algorithms on the Cloud.
Proceedings of the International Conference on Cloud Computing and Big Data, 2015

Revenue maximization for telecommunications company with social viral marketing.
Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

Modeling social influences from call records and mobile web browsing histories.
Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

Modeling and Utilizing Dynamic Influence Strength for Personalized Promotion.
Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015

Improving Serviceability for Virtual Clusters in Bandwidth-Constrained Datacenters.
Proceedings of the 8th IEEE International Conference on Cloud Computing, 2015

2014
Optimally Adaptive Power-Saving Protocols for Ad Hoc Networks Using the Hyper Quorum System.
IEEE/ACM Trans. Netw., 2014

Rate Adaptation for 802.11 Multiuser MIMO Networks.
IEEE Trans. Mob. Comput., 2014

Structural Diversity for Resisting Community Identification in Published Social Networks.
IEEE Trans. Knowl. Data Eng., 2014

Identity Protection in Sequential Releases of Dynamic Networks.
IEEE Trans. Knowl. Data Eng., 2014

ConvenienceProbe: A Phone-Based System for Retail Trade-Area Analysis.
IEEE Pervasive Comput., 2014

DFSP: a Depth-First SPelling algorithm for sequential pattern mining of biological sequences.
Knowl. Inf. Syst., 2014

Recommendation for advertising messages on mobile devices.
Proceedings of the 23rd International World Wide Web Conference, 2014

MOSRO: Enabling Mobile Sensing for Real-Scene Objects with Grid Based Structured Output Learning.
Proceedings of the MultiMedia Modeling - 20th Anniversary International Conference, 2014

Transfer in Photography Composition.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Recognizing Complex Events in Videos by Learning Key Static-Dynamic Evidences.
Proceedings of the Computer Vision - ECCV 2014, 2014

Diversified ranking on graphs from the influence maximization viewpoint.
Proceedings of the International Conference on Data Science and Advanced Analytics, 2014

Video Event Detection by Inferring Temporal Instance Labels.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Distributed algorithms for k-truss decomposition.
Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014

Cluster cascades: Infer multiple underlying networks using diffusion data.
Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2014

2013
A Scalable Server Architecture for Mobile Presence Services in Social Network Applications.
IEEE Trans. Mob. Comput., 2013

Profiling Moving Objects by Dividing and Clustering Trajectories Spatiotemporally.
IEEE Trans. Knowl. Data Eng., 2013

On Generalizable Low False-Positive Learning Using Asymmetric Support Vector Machines.
IEEE Trans. Knowl. Data Eng., 2013

Willingness Optimization for Social Group Activity.
Proc. VLDB Endow., 2013

Pattern Based Graph Generator
CoRR, 2013

Efficient mining gapped sequential patterns for motifs in biological sequences.
BMC Syst. Biol., 2013

Recommendation for online social feeds by exploiting user response behavior.
Proceedings of the 22nd International World Wide Web Conference, 2013

Guide Query in Social Networks.
Proceedings of the Web-Age Information Management - 14th International Conference, 2013

An empirical study of analog channel feedback.
Proceedings of the ACM SIGCOMM 2013 Conference, 2013

iLauncher: an intelligent launcher for mobile apps based on individual usage patterns.
Proceedings of the 28th Annual ACM Symposium on Applied Computing, 2013

Incremental Mining of Significant URLs in Real-Time and Large-Scale Social Streams.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2013

Query by Impression: A Novel Place Query System with Adjacency Constraints.
Proceedings of the 2013 IEEE 14th International Conference on Mobile Data Management, Milan, Italy, June 3-6, 2013, 2013

An Efficient Approach to Updating Closeness Centrality and Average Path Length in Dynamic Networks.
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

On Pattern Preserving Graph Generation.
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

Sample-Specific Late Fusion for Visual Category Recognition.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Spatial-temporal query homogeneity for KNN object search on road networks.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Efficient large graph pattern mining for big data in the cloud.
Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013

Highly Scalable Sequential Pattern Mining Based on MapReduce Model on the Cloud.
Proceedings of the IEEE International Congress on Big Data, 2013

2012
Collaborative and Distributed Search System with Mobile Devices.
IEEE Trans. Mob. Comput., 2012

Implementation of Privacy-preserving SimRank over Distributed Information Network
CoRR, 2012

Rate adaptation for 802.11 multiuser mimo networks.
Proceedings of the 18th Annual International Conference on Mobile Computing and Networking, 2012

On socio-spatial group query for location-based social networks.
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

Information processing in social networks.
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

Efficient mining structural motifs for biosequences with intra- and inter-block gap constraints.
Proceedings of the 2012 IEEE International Conference on Intelligence and Security Informatics, 2012

SocFeedViewer: A Novel Visualization Technique for Social News Feeds Summarization on Social Network Services.
Proceedings of the 2012 IEEE 19th International Conference on Web Services, 2012

Privacy-Preserving SimRank over Distributed Information Network.
Proceedings of the 12th IEEE International Conference on Data Mining, 2012

On reconfigurable association rule mining.
Proceedings of the 2012 IEEE International Conference on Granular Computing, 2012

An efficient sequential pattern mining algorithm for motifs with gap constraints.
Proceedings of the 2012 IEEE International Conference on Bioinformatics and Biomedicine, 2012

2011
MobiUP: An Upsampling-Based System Architecture for High-Quality Video Streaming on Mobile Devices.
IEEE Trans. Multim., 2011

Cosdes: A Collaborative Spam Detection System with a Novel E-Mail Abstraction Scheme.
IEEE Trans. Knowl. Data Eng., 2011

Mining Group Movement Patterns for Tracking Moving Objects Efficiently.
IEEE Trans. Knowl. Data Eng., 2011

Exploring Application-Level Semantics for Data Compression.
IEEE Trans. Knowl. Data Eng., 2011

On the Design and Analysis of the Privacy-Preserving SVM Classifier.
IEEE Trans. Knowl. Data Eng., 2011

On Social-Temporal Group Query with Acquaintance Constraint.
Proc. VLDB Endow., 2011

Using Mobile Phones to Monitor Shopping Time at Physical Stores.
IEEE Pervasive Comput., 2011

Stabilization and extraction of 2D barcodes for camera phones.
Multim. Syst., 2011

Collaborative Wakeup in Clustered Ad Hoc Networks.
IEEE J. Sel. Areas Commun., 2011

PISAR: Progressive image search and recommendation system by auto-interpretation and user behavior.
Proceedings of the IEEE International Conference on Systems, 2011

Structural Diversity for Privacy in Publishing Social Networks.
Proceedings of the Eleventh SIAM International Conference on Data Mining, 2011

Efficient Kernel Approximation for Large-Scale Support Vector Machine Classification.
Proceedings of the Eleventh SIAM International Conference on Data Mining, 2011

Towards communication-efficient private location dependent queries.
Proceedings of the 2011 ACM Symposium on Applied Computing (SAC), TaiChung, Taiwan, March 21, 2011

Significant Node Identification in Social Networks.
Proceedings of the New Frontiers in Applied Data Mining, 2011

Privacy-preserving social network publication against friendship attacks.
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

Photo identity tag suggestion using only social network context on large-scale web services.
Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

Identities Anonymization in Dynamic Social Networks.
Proceedings of the 11th IEEE International Conference on Data Mining, 2011

HeatProbe: a thermal-based power meter for accounting disaggregated electricity usage.
Proceedings of the UbiComp 2011: Ubiquitous Computing, 13th International Conference, 2011

Orientation histogram of SIFT displacement for recognizing actions in broadcast videos.
Proceedings of the European Workshop on Visual Information Processing, 2011

Privacy preservation by independent component analysis and variance control.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Coupling or decoupling for KNN search on road networks?: a hybrid framework on user query patterns.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

2010
An Asymmetric and Asynchronous Energy Conservation Protocol for Vehicular Networks.
IEEE Trans. Mob. Comput., 2010

Dynamic Wavelet Synopses Management over Sliding Windows in Sensor Networks.
IEEE Trans. Knowl. Data Eng., 2010

Density Conscious Subspace Clustering for High-Dimensional Data.
IEEE Trans. Knowl. Data Eng., 2010

A General Framework of Time-Variant Bandwidth Allocation in the Data Broadcasting Environment.
IEEE Trans. Knowl. Data Eng., 2010

Adaptive Color Feature Extraction Based on Image Color Distributions.
IEEE Trans. Image Process., 2010

Data Selection for Exact Value Acquisition to Improve Uncertain Clustering.
Proceedings of the Web-Age Information Management, 11th International Conference, 2010

Subsequence Matching of Stream Synopses under the Time Warping Distance.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2010

DPSP: Distributed Progressive Sequential Pattern Mining on the Cloud.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2010

k-Support anonymity based on pseudo taxonomy for outsourcing of frequent itemset mining.
Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010

Privacy-preserving outsourcing support vector machines with random transformation.
Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010

Le Festin: Shop sign recognition assisted food recommendation system.
Proceedings of the 14th IEEE International Symposium on Wearable Computers (ISWC 2010), 2010

Human Action Recognition Using Key Points Displacement.
Proceedings of the Image and Signal Processing, 4th International Conference, 2010

A two-phase hybrid codebook generation technique for vector quantization.
Proceedings of the International Conference on Image Processing, 2010

Convenience probe: a participatory sensing tool to collect large-scale consumer flow behaviors.
Proceedings of the UbiComp 2010: Ubiquitous Computing, 12th International Conference, 2010

Selective data acquisition for probabilistic K-NN query.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

SocialCRC: a social- and context-aware rendezvous coordination system.
Proceedings of the 28th International Conference on Human Factors in Computing Systems, 2010

2009
An adaptive threshold framework for event detection using HMM-based life profiles.
ACM Trans. Inf. Syst., 2009

Data Broadcast with Adaptive Network Coding in Heterogeneous Wireless Networks.
IEEE Trans. Mob. Comput., 2009

On Channel Allocation for Heterogeneous Data Broadcasting.
IEEE Trans. Mob. Comput., 2009

Online Scheduling Sequential Objects with Periodicity for Dynamic Information Dissemination.
IEEE Trans. Knowl. Data Eng., 2009

On the Design and Applicability of Distance Functions in High-Dimensional Data Space.
IEEE Trans. Knowl. Data Eng., 2009

Reducing Redundancy in Subspace Clustering.
IEEE Trans. Knowl. Data Eng., 2009

Catching the Trend: A Framework for Clustering Concept-Drifting Categorical Data.
IEEE Trans. Knowl. Data Eng., 2009

Feature-preserved sampling over streaming data.
ACM Trans. Knowl. Discov. Data, 2009

On designing a shortest-path-based cache replacement in a transcoding proxy.
Multim. Syst., 2009

On the Energy Efficiency for Heterogeneous Data Broadcasting.
Proceedings of the MDM 2009, 2009

AAA: Asynchronous, Adaptive, and Asymmetric Power Management for Mobile Ad Hoc Networks.
Proceedings of the INFOCOM 2009. 28th IEEE International Conference on Computer Communications, 2009

Language-model-based detection cascade for efficient classification of image-based spam e-mail.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Time-Critical Data Dissemination in Cooperative Peer-to-Peer Systems.
Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009

PROUD: a probabilistic approach to processing similarity queries over uncertain data streams.
Proceedings of the EDBT 2009, 2009

Incremental SVM Model for Spam Detection on Dynamic Email Social Networks.
Proceedings of the 12th IEEE International Conference on Computational Science and Engineering, 2009

Intention-focused active reranking for image object retrieval.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2008
Efficient algorithms for incremental Web log mining with dynamic thresholds.
VLDB J., 2008

DAWN: an efficient framework of DCT for data with error estimation.
VLDB J., 2008

Power-law relationship and self-similarity in the itemset support distribution: analysis and applications.
VLDB J., 2008

Mining <i>top-k</i> frequent patterns in the presence of the memory constraint.
VLDB J., 2008

Association and Temporal Rule Mining for Post-Filtering of Semantic Concept Detection in Video.
IEEE Trans. Multim., 2008

Versatile Transcoding Proxy for Internet Content Adaptation.
IEEE Trans. Multim., 2008

Efficient Resource Allocation for Wireless Multicast.
IEEE Trans. Mob. Comput., 2008

Bandwidth Efficient Video Multicasting in Multiradio Multicellular Wireless Networks.
IEEE Trans. Mob. Comput., 2008

On Bandwidth-Efficient Data Broadcast.
IEEE Trans. Knowl. Data Eng., 2008

Toward the Optimal Itinerary-Based KNN Query Processing in Mobile Sensor Networks.
IEEE Trans. Knowl. Data Eng., 2008

Hardware-Enhanced Association Rule Mining with Hashing and Pipelining.
IEEE Trans. Knowl. Data Eng., 2008

A General Model for Sequential Pattern Mining with a Progressive Database.
IEEE Trans. Knowl. Data Eng., 2008

On Data Labeling for Clustering Categorical Data.
IEEE Trans. Knowl. Data Eng., 2008

LeeWave: level-wise distribution of wavelet coefficients for processing <i>k</i>NN queries over distributed streams.
Proc. VLDB Endow., 2008

PAID: Packet Analysis for Anomaly Intrusion Detection.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2008

Mining Quality-Aware Subspace Clusters.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2008

Multi-data Delivery Based on Network Coding in On-demand Broadcast.
Proceedings of the 9th International Conference on Mobile Data Management (MDM 2008), 2008

Asymmetric support vector machines: low false-positive learning under the user tolerance.
Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008

Recommending personalized scenic itinerarywith geo-tagged photos.
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

Visual-word-based duplicate image search with pseudo-relevance feedback.
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

Releasing the SVM Classifier with Privacy-Preservation.
Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

A Novel Language-Model-Based Approach for Image Object Mining and Re-ranking.
Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Fully Adaptive Power Saving Protocols for Ad Hoc Networks Using the Hyper Quorum System.
Proceedings of the 28th IEEE International Conference on Distributed Computing Systems (ICDCS 2008), 2008

A novel email abstraction scheme for spam detection.
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

Efficient web matrix processing based on dual reordering.
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

2007
Constrained data clustering by depth control and progressive constraint relaxation.
VLDB J., 2007

Mining Mobile Sequential Patterns in a Mobile Commerce Environment.
IEEE Trans. Syst. Man Cybern. Part C, 2007

A QoS-Aware and Energy-Conserving Transcoding Proxy Using On-Demand Data Broadcasting.
IEEE Trans. Mob. Comput., 2007

Clustering over Multiple Evolving Streams by Events and Correlations.
IEEE Trans. Knowl. Data Eng., 2007

Efficient Process of Top-k Range-Sum Queries over Multiple Streams with Minimized Global Error.
IEEE Trans. Knowl. Data Eng., 2007

MULS: A General Framework of Providing Multilevel Service Quality in Sequential Data Broadcasting.
IEEE Trans. Knowl. Data Eng., 2007

Approximate Query Processing in Cube Streams.
IEEE Trans. Knowl. Data Eng., 2007

Quality-Aware Sampling and Its Applications in Incremental Data Mining.
IEEE Trans. Knowl. Data Eng., 2007

Twain: Two-end association miner with precise frequent exhibition periods.
ACM Trans. Knowl. Discov. Data, 2007

A New Approach to Image Copy Detection Based on Extended Feature Sets.
IEEE Trans. Image Process., 2007

Event detection in real time on a personal camera phone image collection.
Multim. Syst., 2007

Dependency of Constrained Clustering of Transaction Data on Known Data Distribution.
Proceedings of the 9th IEEE International Conference on E-Commerce Technology (CEC 2007) / 4th IEEE International Conference on Enterprise Computing, 2007

ProMail: Using Progressive Email Social Network for Spam Detection.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2007

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

Incremental Clustering in Geography and Optimization Spaces.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2007

Image stablization for 2D barcode in handheld devices.
Proceedings of the 15th International Conference on Multimedia 2007, 2007

Variant Bandwidth Channel Allocation in the Data Broadcasting Environment.
Proceedings of the 8th International Conference on Mobile Data Management (MDM 2007), 2007

A General Scheme for Extracting QR Code from a Non-uniform Background in Camera Phones and Applications.
Proceedings of the Ninth IEEE International Symposium on Multimedia, 2007

The Temporal Summarization of News Topics Using Eigenvectors of Symmetric Matrices.
Proceedings of the 2007 International Conference on Information & Knowledge Engineering, 2007

Extracting Barcodes from a Camera-Shaken Image on Camera Phones.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

DIKNN: An Itinerary-based KNN Query Processing Algorithm for Mobile Sensor Networks.
Proceedings of the 23rd International Conference on Data Engineering, 2007

An Asymmetric Quorum-based Power Saving Protocol for Clustered Ad Hoc Networks.
Proceedings of the 27th IEEE International Conference on Distributed Computing Systems (ICDCS 2007), 2007

Using Network Coding for Dependent Data Broadcasting in a Mobile Environment.
Proceedings of the Global Communications Conference, 2007

Designing a Resource-Reusable T-Learning System.
Proceedings of the 4th IEEE Consumer Communications and Networking Conference, 2007

2006
PeerCluster: A Cluster-Based Peer-to-Peer System.
IEEE Trans. Parallel Distributed Syst., 2006

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

On the Effect of Group Mobility to Data Replication in Ad Hoc Networks.
IEEE Trans. Mob. Comput., 2006

Adaptive Clustering for Multiple Evolving Streams.
IEEE Trans. Knowl. Data Eng., 2006

Controlling digital TV set-top box with mobile devices via an IP network.
IEEE Trans. Consumer Electron., 2006

Adherence clustering: an efficient method for mining market-basket clusters.
Inf. Syst., 2006

DFEC: Dynamic Forward Error Control for DVB-H.
Proceedings of the IEEE International Conference on Sensor Networks, 2006

On the Necessary and Sufficient Conditions of a Meaningful Distance Function for High Dimensional Data Space.
Proceedings of the Sixth SIAM International Conference on Data Mining, 2006

Scheduling dependent items in data broadcasting environments.
Proceedings of the 2006 ACM Symposium on Applied Computing (SAC), 2006

COMET: Event-Driven Clustering over Multiple Evolving Streams.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2006

Hardware Enhanced Mining for Association Rules.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2006

Mining Frequent Spatial Patterns in Image Databases.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2006

RESP: Shortest-Path-Based Cache Replacement in a Transcoding Proxy.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

User-Assisted Image Classification on Personal Photo Collections.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

Image Copy Detection via Grouping in Feature Space Based on Virtual Prior Attacks.
Proceedings of the International Conference on Image Processing, 2006

Efficient Data Broadcasting by Progressively Merging and Splitting.
Proceedings of the Global Telecommunications Conference, 2006. GLOBECOM '06, San Francisco, CA, USA, 27 November, 2006

On Exploring the Power-Law Relationship in the Itemset Support Distribution.
Proceedings of the Advances in Database Technology, 2006

Efficient range-constrained similarity search on wavelet synopses over multiple streams.
Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, 2006

On progressive sequential pattern mining.
Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, 2006

On subspace clustering with density consciousness.
Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, 2006

2005
Adaptive multichannel data dissemination: support of dynamic traffic awareness and push-pull time balance.
IEEE Trans. Veh. Technol., 2005

Integrating Web Caching and Web Prefetching in Client-Side Proxies.
IEEE Trans. Parallel Distributed Syst., 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

Dual Clustering: Integrating Data Clustering over Optimization and Constraint Domains.
IEEE Trans. Knowl. Data Eng., 2005

Combining Partitional and Hierarchical Algorithms for Robust and Efficient Data Clustering with Cohesion Self-Merging.
IEEE Trans. Knowl. Data Eng., 2005

WISDOM: Web Intrapage Informative Structure Mining Based on Document Object Model.
IEEE Trans. Knowl. Data Eng., 2005

A statistical framework for mining substitution rules.
Knowl. Inf. Syst., 2005

Sliding window filtering: an efficient method for incremental mining on a time-variant database.
Inf. Syst., 2005

Web log mining with adaptive support thresholds.
Proceedings of the 14th international conference on World Wide Web, 2005

Progressive Sampling for Association Rules Based on Sampling Error Estimation.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2005

QED: An Efficient Framework for Temporal Region Query Processing.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2005

A general model of hybrid data dissemination.
Proceedings of the 6th International Conference on Mobile Data Management (MDM 2005), 2005

LIPED: HMM-based life profiles for adaptive event detection.
Proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2005

On Controlling Digital TV Set-Top-Box by Mobile Devices via IP Network.
Proceedings of the Seventh IEEE International Symposium on Multimedia (ISM 2005), 2005

Maximizing the profit for cache replacement in a transcoding proxy.
Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

CLUGO: A Clustering Algorithm for Automated Functional Annotations Based on Gene Ontology.
Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

Labeling Unclustered Categorical Data into Clusters Based on the Important Attribute Values.
Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

On Exploring Channel Allocation in the Diverse Data Broadcasting Environment.
Proceedings of the 25th International Conference on Distributed Computing Systems (ICDCS 2005), 2005

Constructing a Wrapper-Based DRM System for Digital Content Protection in Digital Libraries.
Proceedings of the Digital Libraries: Implementing Strategies and Sharing Experiences, 2005

On-line scheduling sequential objects for dynamic information dissemination.
Proceedings of the Global Telecommunications Conference, 2005. GLOBECOM '05, St. Louis, Missouri, USA, 28 November, 2005

Integrating DCT and DWT for approximating cube streams.
Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31, 2005

Frequent pattern discovery with memory constraint.
Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31, 2005

GOMIT: A Generic and Adaptive Annotation Algorithm Based on Gene Ontology Term Distributions.
Proceedings of the Fifth IEEE International Symposium on Bioinformatic and Bioengineering (BIBE 2005), 2005

2004
An H.323 gatekeeper prototype: design, implementation, and performance analysis.
IEEE Trans. Multim., 2004

Mining Web Informative Structures and Contents Based on Entropy Analysis.
IEEE Trans. Knowl. Data Eng., 2004

Dependent Data Broadcasting for Unordered Queries in a Multiple Channel Mobile Environment.
IEEE Trans. Knowl. Data Eng., 2004

Adaptive transmission control for error-resilient multimedia synchronization.
IEEE Trans. Consumer Electron., 2004

Design and performance study of rate staggering storage for scalable video in a disk-array-based video server.
IEEE Trans. Consumer Electron., 2004

Multimedia Over IP for Thin Clients: Building a Collaborative Resource-Sharing Prototype.
Concurr. Eng. Res. Appl., 2004

Resource-Aware Mining with Variable Granularities in Data Streams.
Proceedings of the Fourth SIAM International Conference on Data Mining, 2004

DOMISA: DOM-Based Information Space Adsorption of Web Information Hierarchy Mining.
Proceedings of the Fourth SIAM International Conference on Data Mining, 2004

Clustering Categorical Data Using the Correlated-Force Ensemble.
Proceedings of the Fourth SIAM International Conference on Data Mining, 2004

Subspace Clustering of High Dimensional Spatial Data with Noises.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2004

A QoS-Aware Transcoding Proxy Using On-demand Data Broadcasting.
Proceedings of the Proceedings IEEE INFOCOM 2004, 2004

DDS: an efficient dynamic dimension selection algorithm for nearest neighbor search in high dimensions.
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

Clustering on Demand for Multiple Data Streams.
Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 2004

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

On Exploring Aggregate Effect for Efficient Cache Replacement in Transcoding Proxies.
IEEE Trans. Parallel Distributed Syst., 2003

Adaptive Information Dissemination: An Extended Wireless Data Broadcasting Scheme with Loan-Based Feedback Control.
IEEE Trans. Mob. Comput., 2003

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

Progressive Partition Miner: An Efficient Algorithm for Mining General Temporal Association Rules.
IEEE Trans. Knowl. Data Eng., 2003

Optimizing Index Allocation for Sequential Data Broadcasting in Wireless Mobile Computing.
IEEE Trans. Knowl. Data Eng., 2003

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

Clustering for Web Information Hierarchy Mining.
Proceedings of the 2003 IEEE / WIC International Conference on Web Intelligence, 2003

A Regression-Based Temporal Pattern Mining Scheme for Data Streams.
Proceedings of 29th International Conference on Very Large Data Bases, 2003

VIPAS: Virtual Link Powered Authority Search in the Web.
Proceedings of 29th International Conference on Very Large Data Bases, 2003

On the Techniques for Data Clustering with Numerical Constraints.
Proceedings of the Third SIAM International Conference on Data Mining, 2003

Broadcast Program Generation for Unordered Queries with Data Replication.
Proceedings of the 2003 ACM Symposium on Applied Computing (SAC), 2003

Adaptive Dissemination of Dynamic Information Services in an Extended Data Broadcast Environment.
Proceedings of the 2003 ACM Symposium on Applied Computing (SAC), 2003

Progressive Weighted Miner: An Efficient Method for Time-Constraint Mining.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2003

Clustering Item Data Sets with Association-Taxonomy Similarity.
Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 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

Dynamic traffic awareness in wireless multichannel data dissemination.
Proceedings of the Global Telecommunications Conference, 2003

Inference Based Classifier: Efficient Construction of Decision Trees for Sparse Categorical Attributes.
Proceedings of the Data Warehousing and Knowledge Discovery, 5th International Conference, 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
On the Asymptotical Optimality of Multilayered Decentralized Consensus Protocol.
IEEE Trans. Parallel Distributed Syst., 2002

Processing Distributed Mobile Queries with Interleaved Remote Mobile Joins.
IEEE Trans. Computers, 2002

On the Optimal Clustering of Sequential Data.
Proceedings of the Second SIAM International Conference on Data Mining, 2002

Mining Relationship between Triggering and Consequential Events in a Short Transaction Database.
Proceedings of the Second SIAM International Conference on Data Mining, 2002

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

Distributed data mining in a chain store database of short transactions.
Proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2002

A robust and efficient clustering algorithm based on cohesion self-merging.
Proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2002

Using Category-Based Adherence to Cluster Market-Basket Data.
Proceedings of the 2002 IEEE International Conference on Data Mining (ICDM 2002), 2002

On the Mining of Substitution Rules for Statistically Dependent Items.
Proceedings of the 2002 IEEE International Conference on Data Mining (ICDM 2002), 2002

Mining General Temporal Association Rules for Items with Different Exhibition Periods.
Proceedings of the 2002 IEEE International Conference on Data Mining (ICDM 2002), 2002

Exploring Aggregate Effect with Weighted Transcoding Graphs for Efficient Cache Replacement in Transcoding Proxies.
Proceedings of the 18th International Conference on Data Engineering, San Jose, CA, USA, February 26, 2002

Dynamic Data Broadcasting with Traffic Awareness.
Proceedings of the 22nd International Conference on Distributed Computing Systems (ICDCS'02), 2002

Adaptive balanced hybrid data delivery for multi-channel data broadcast.
Proceedings of the IEEE International Conference on Communications, 2002

Self-Tuning Clustering: An Adaptive Clustering Method for Transaction Data.
Proceedings of the Data Warehousing and Knowledge Discovery, 4th International Conference, 2002

SIFA: A Scalable File System with Intelligent File Allocation.
Proceedings of the 26th International Computer Software and Applications Conference (COMPSAC 2002), 2002

Design and Implementation of a Network Application Architecture for Thin Clients.
Proceedings of the 26th International Computer Software and Applications Conference (COMPSAC 2002), 2002

Entropy-based link analysis for mining web informative structures.
Proceedings of the 2002 ACM CIKM International Conference on Information and Knowledge Management, 2002

A new cache replacement algorithm for the integration of web caching and prefectching.
Proceedings of the 2002 ACM CIKM International Conference on Information and Knowledge Management, 2002

2001
Experimental Results on a Constrained Based Sequential Pattern Mining for Telecommunication Alarm Data.
Proceedings of the 2nd International Conference on Web Information Systems Engineering, 2001

Adaptive Recovery Techniques for Real-Time Audio Streams.
Proceedings of the Proceedings IEEE INFOCOM 2001, 2001

Error-Resilient Real-Time Video Communications over IP-Based lans.
Proceedings of the 2001 IEEE International Conference on Multimedia and Expo, 2001

An Adaptive Transmission Scheme for Audio and Video Synchronization based on Real-time Transport Protocol.
Proceedings of the 2001 IEEE International Conference on Multimedia and Expo, 2001

Multimedia Over IP For Thin Clients : Building A Collaborative Resource-Sharing Prototype.
Proceedings of the 2001 IEEE International Conference on Multimedia and Expo, 2001

Design And Implementation Of An H.323 Gatekeeper Prototype.
Proceedings of the 2001 IEEE International Conference on Multimedia and Expo, 2001

Wavelet based active contour model for object tracking.
Proceedings of the 2001 International Conference on Image Processing, 2001

On Mining General Temporal Association Rules in a Publication Database.
Proceedings of the 2001 IEEE International Conference on Data Mining, 29 November, 2001

Distributed Query Processing in the Internet: Exploring Relation Replication and Network Characteristics.
Proceedings of the 21st International Conference on Distributed Computing Systems (ICDCS 2001), 2001

Load Balancing Studies on an H.323 Gatekeeper Prototype.
Proceedings of the Human Society and the Internet, 2001

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

Using Remote Joins for the Processing of Distributed Mobile Queries.
Proceedings of the Database Systems for Advanced Applications, Proceedings of the 7th International Conference on Database Systems for Advanced Applications (DASFAA 2001), 18-20 April 2001, 2001

An Efficient Clustering Algorithm for Market Basket Data Based on Small Large Ratios.
Proceedings of the 25th International Computer Software and Applications Conference (COMPSAC 2001), 2001

Sliding-Window Filtering: An Efficient Algorithm for Incremental Mining.
Proceedings of the 2001 ACM CIKM International Conference on Information and Knowledge Management, 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
Estimation of 2-D noisy fractional Brownian motion and its applications using wavelets.
IEEE Trans. Image Process., 2000

Mining Web Transaction Patterns in an Electronic Commerce Environment.
Proceedings of the Knowledge Discovery and Data Mining, 2000

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

Design and Performance Study of Scalable Video Storage in a Disk-Array-Based Video Server.
Proceedings of the 2000 IEEE International Conference on Multimedia and Expo, 2000

On Building an Internet Gateway for Internet Telephony.
Proceedings of the 2000 IEEE International Conference on Multimedia and Expo, 2000

A Multi-Channel Channel-Optimized Scheme for EZW Using Rate-Distortion Functions.
Proceedings of the 2000 International Conference on Image Processing, 2000

An Asymptotically Optimal Multi-Layered Decentralized Consensus Protocol with an Initiator.
Proceedings of the 20th International Conference on Distributed Computing Systems, 2000

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

Using Pattern-Join and Purchase-Combination for Mining Web Transaction Patterns in an Electronic Commerce Environment.
Proceedings of the 24th International Computer Software and Applications Conference (COMPSAC 2000), 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

1999
Capturing User Access Patterns in the Web for Data Mining.
Proceedings of the 11th IEEE International Conference on Tools with Artificial Intelligence, 1999

Robust Block-Based EZW Image Compression with Channel Noise Optimized Rate-Distortion Functions.
Proceedings of the 1999 International Conference on Image Processing, 1999

1998
Efficient Data Mining for Path Traversal Patterns.
IEEE Trans. Knowl. Data Eng., 1998

Energy-Efficient Mobile Cache Invalidation.
Distributed Parallel Databases, 1998

On the evaluation of attribute information for mining classification rules.
Proceedings of the Tenth IEEE International Conference on Tools with Artificial Intelligence, 1998

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

Using Multi-Attribute Predicates for Mining Classification Rules.
Proceedings of the COMPSAC '98, 1998

1997
On Applying Hash Filters to Improving the Execution of Multi-Join Queries.
VLDB J., 1997

Parallel Execution of Hash Joins in Parallel Databases.
IEEE Trans. Parallel Distributed Syst., 1997

Using a Hash-Based Method with Transaction Trimming for Mining Association Rules.
IEEE Trans. Knowl. Data Eng., 1997

Optimal Design of Multiple Hash Tables for Concurrency Control.
IEEE Trans. Knowl. Data Eng., 1997

Using Rotational Mirrored Declustering for Replica Placement in a Disk-Array-Based Video Server.
Multim. Syst., 1997

Indexed Sequential Data Broadcasting in Wireless Mobile Computing.
Proceedings of the 17th International Conference on Distributed Computing Systems, 1997

Mining Association Rules with Adjustable Accuracy.
Proceedings of the Sixth International Conference on Information and Knowledge Management (CIKM'97), 1997

1996
On General Results for All-to-All Broadcast.
IEEE Trans. Parallel Distributed Syst., 1996

On the Complexity of Distributed Query Optimization.
IEEE Trans. Knowl. Data Eng., 1996

Performance Analysis of Dynamic Finite Versioning Schemes: Storage Cost vs. Obsolescence.
IEEE Trans. Knowl. Data Eng., 1996

On Coupling Multiple Systems With A Global Buffer.
IEEE Trans. Knowl. Data Eng., 1996

Optimization of Parallel Execution for Multi-Join Queries.
IEEE Trans. Knowl. Data Eng., 1996

Data Mining: An Overview from a Database Perspective.
IEEE Trans. Knowl. Data Eng., 1996

Using Content-Based Search to Download Digital Video into a Client Station.
Real Time Imaging, 1996

Stream Conversion to Support Interactive Video Playout.
IEEE Multim., 1996

Energy-Efficient Caching for Wireless Mobile Computing.
Proceedings of the Twelfth International Conference on Data Engineering, February 26, 1996

Efficient Data Mining for Path Traversal Patterns in Distributed Systems.
Proceedings of the 16th International Conference on Distributed Computing Systems, 1996

1995
A Hierarchical Approach to Parallel Multiquery Scheduling.
IEEE Trans. Parallel Distributed Syst., 1995

Applying Segmented Right-Deep Trees to Pipelining Multiple Hash Joins.
IEEE Trans. Knowl. Data Eng., 1995

Storage and Retrieval Methods to Support Fully Interactive Playout in a Disk-Array-Based Video Server.
Multim. Syst., 1995

An Effective Hash Based Algorithm for Mining Association Rules.
Proceedings of the 1995 ACM SIGMOD International Conference on Management of Data, 1995

Downloading and Stream Conversion: Supporting Interactive Playout of Videos in a Client Station.
Proceedings of the IEEE International Conference on Multimedia Computing and Systems, 1995

Efficient Parallel and Data Mining for Association Rules.
Proceedings of the CIKM '95, Proceedings of the 1995 International Conference on Information and Knowledge Management, November 28, 1995

1994
Optimal NODUP All-to-All Broadcast Schemes in Distributed Computing Systems.
IEEE Trans. Parallel Distributed Syst., 1994

A Graph Theoretical Approach to Determine a Join Reducer Sequence in Distributed Query Processing.
IEEE Trans. Knowl. Data Eng., 1994

On Index Selection Schemes for Nested Object Hierarchies.
Proceedings of the VLDB'94, 1994

Combining replication and parity approaches for fault-tolerant disk arrays.
Proceedings of the Sixth IEEE Symposium on Parallel and Distributed Processing, 1994

On Parallel Execution of Multiple Pipelined Hash Joins.
Proceedings of the 1994 ACM SIGMOD International Conference on Management of Data, 1994

Scheduling Multiple Queries on a Parallel Machine.
Proceedings of the 1994 ACM SIGMETRICS conference on Measurement and modeling of computer systems, 1994

Support for Fully Interactive Playout in Disk-Array-Based Video Server.
Proceedings of the Second ACM International Conference on Multimedia '94, 1994

On Parallel Transaction Processing in a Coupled System.
Proceedings of the Proceedings 1994 International Conference on Parallel and Distributed Systems, 1994

1993
Combining Join and Semi-Join Operations for Distributed Query Processing.
IEEE Trans. Knowl. Data Eng., 1993

Grouped Sweeping Scheduling for DASD-based Multimedia Storage Management.
Multim. Syst., 1993

Parallel Query Processing.
Proceedings of the Advanced Database Systems, 1993

Applying Hash Filters to Improving the Execution of Bushy Trees.
Proceedings of the 19th International Conference on Very Large Data Bases, 1993

On Optimal Processor Allocation to Support Pipelined Hash Joins.
Proceedings of the 1993 ACM SIGMOD International Conference on Management of Data, 1993

Dynamic Finite Versioning: An Effective Versioning Approach to Concurrent Transaction and Query Processing.
Proceedings of the Ninth International Conference on Data Engineering, 1993

Decentralized Consensus Protocols with Multi-Port Communication.
Proceedings of the 13th International Conference on Distributed Computing Systems, 1993

1992
On Workload Characterization of Relational Database Environments.
IEEE Trans. Software Eng., 1992

Interleaving a Join Sequence with Semijoins in Distributed Query Processing.
IEEE Trans. Parallel Distributed Syst., 1992

Using Segmented Right-Deep Trees for the Execution of Pipelined Hash Joins.
Proceedings of the 18th International Conference on Very Large Data Bases, 1992

Performance Analysis of Dynamic Finite Versioning for Concurrency Transaction and Query Processing.
Proceedings of the 1992 ACM SIGMETRICS joint international conference on Measurement and modeling of computer systems, 1992

Scheduling and Processor Allocation for Parallel Execution of Multi-Join Queries.
Proceedings of the Eighth International Conference on Data Engineering, 1992

Efficient Decentralized Consensus Protocols in a Distributed Computing System.
Proceedings of the 12th International Conference on Distributed Computing Systems, 1992

1991
Optimal All-to-All Broadcasting Schemes in Distributed Systems.
Proceedings of the First International Conference on Parallel and Distributed Information Systems (PDIS 1991), 1991

Determining Beneficial Semijoins for a Join Sequence in Distributed Query Processing.
Proceedings of the Seventh International Conference on Data Engineering, 1991

1990
Depth-First Search Approach for Fault-Tolerant Routing in Hypercube.
IEEE Trans. Parallel Distributed Syst., 1990

On the Number of Acceptable Task Assignments in Distributed Computing Systems.
IEEE Trans. Computers, 1990

Addressing, Routing, and Broadcasting in Hexagonal Mesh Multiprocessors.
IEEE Trans. Computers, 1990

Adaptive Fault-Tolerant Routing in Hypercube Multicomputers.
IEEE Trans. Computers, 1990

Subcube Allocation and Task Migration in Hypercube Multiprocessors.
IEEE Trans. Computers, 1990

Using Combination of Join and Semijoin Operations for Distributed Query Processing.
Proceedings of the 10th International Conference on Distributed Computing Systems (ICDCS 1990), May 28, 1990

Using Join Operations as Reducers in Distributed Query Processing.
Proceedings of the Second International Symposium on Databases in Parallel and Distributed Systems, 1990

1989
On Relaxed Squashed Embedding of Graphs into a Hypercube.
SIAM J. Comput., 1989

Task Migration in Hypercube Multiprocessors.
Proceedings of the 16th Annual International Symposium on Computer Architecture. Jerusalem, 1989

1988
Distributed routing and task allocation in multicomputer systems.
PhD thesis, 1988

Message routing in an injured hypercube.
Proceedings of the Third Conference on Hypercube Concurrent Computers and Applications, 1988

1987
Performance Analysis of Distributed Routing Strategies Free of Ping-Pong-Type Looping.
IEEE Trans. Computers, 1987

Processor Allocation in an <i>N</i>-Cube Multiprocessor Using Gray Codes.
IEEE Trans. Computers, 1987


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