Huan Liu

According to our database1, Huan Liu authored at least 198 papers between 1995 and 2020.

Collaborative distances:

Awards

ACM Fellow

ACM Fellow 2018, "For contributions in feature selection for data mining and knowledge discovery and in social computing".

IEEE Fellow

IEEE Fellow 2012, "For contributions to feature selection in data mining and knowledge discovery".

Timeline

Legend:

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In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2020
Direct Interaction on Specific Frequency Bands in Functional Corticomuscular Coupling.
IEEE Trans. Biomed. Engineering, 2020

No-reference video quality evaluation by a deep transfer CNN architecture.
Signal Process. Image Commun., 2020

Hyperspectral image quality evaluation using generalized regression neural network.
Signal Process. Image Commun., 2020

Progressive generative adversarial networks with reliable sample identification.
Pattern Recognit. Lett., 2020

Research on secure transmission and storage of energy IoT information based on Blockchain.
Peer Peer Netw. Appl., 2020

Maintenance Personnel Detection and Analysis Using Mask-RCNN Optimization on Power Grid Monitoring Video.
Neural Process. Lett., 2020

Unstructured big data analysis algorithm and simulation of Internet of Things based on machine learning.
Neural Computing and Applications, 2020

SmartMeeting: An Novel Mobile Voice Meeting Minutes Generation and Analysis System.
MONET, 2020

Lightweight multi-scale residual networks with attention for image super-resolution.
Knowl. Based Syst., 2020

Feature selection for hierarchical classification via joint semantic and structural information of labels.
Knowl. Based Syst., 2020

Dual-stream generative adversarial networks for distributionally robust zero-shot learning.
Inf. Sci., 2020

An Autonomous Path Planning Method for Unmanned Aerial Vehicle based on A Tangent Intersection and Target Guidance Strategy.
CoRR, 2020

Leveraging Multi-Source Weak Social Supervision for Early Detection of Fake News.
CoRR, 2020

Analysis and research on network security and privacy security in ubiquitous electricity Internet of Things.
Comput. Commun., 2020

Deep feature extraction and motion representation for satellite video scene classification.
Sci. China Inf. Sci., 2020

Robust brain causality network construction based on Bayesian multivariate autoregression.
Biomed. Signal Process. Control., 2020

Hierarchical and parameterized learning of pick-and-place manipulation from under-specified human demonstrations.
Adv. Robotics, 2020

Integrated Multimode Orbital Angular Momentum Antenna Based on RF Switch.
IEEE Access, 2020

Representation Learning for Imbalanced Cross-Domain Classification.
Proceedings of the 2020 SIAM International Conference on Data Mining, 2020

IGNITE: A Minimax Game Toward Learning Individual Treatment Effects from Networked Observational Data.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

High-Performance and Range-Supported Packet Classification Algorithm for Network Security Systems in SDN.
Proceedings of the 2020 IEEE International Conference on Communications Workshops, 2020

HotRing: A Hotspot-Aware In-Memory Key-Value Store.
Proceedings of the 18th USENIX Conference on File and Storage Technologies, 2020

Early Detection of Rumours on Twitter via Stance Transfer Learning.
Proceedings of the Advances in Information Retrieval, 2020

Tracking Disaster Footprints with Social Streaming Data.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Visual analytics of taxi trajectory data via topical sub-trajectories.
Vis. Informatics, 2019

EEG Based Emotion Recognition by Combining Functional Connectivity Network and Local Activations.
IEEE Trans. Biomed. Engineering, 2019

面向问答文本的属性级情感分类研究 (Attribute Sentiment Classification Towards Question-answering Text).
计算机科学, 2019

The Role of Significantly Deregulated MicroRNAs in Recurrent Cervical Cancer Based on Bioinformatic Analysis of the Cancer Genome Atlas Data.
J. Comput. Biol., 2019

Single image super-resolution via multi-scale residual channel attention network.
Neurocomputing, 2019

Global Robust Exponential Synchronization of Multiple Uncertain Neural Networks Subject to Event-Triggered Strategy.
Complexity, 2019

Variation of a signal in Schwarzschild spacetime.
Sci. China Inf. Sci., 2019

CircView: a visualization and exploration tool for circular RNAs.
Briefings Bioinform., 2019

Multi-task Generative Adversarial Learning on Geometrical Shape Reconstruction from EEG Brain Signals.
Aust. J. Intell. Inf. Process. Syst., 2019

Refactoring Java Programs for Customizable Locks Based on Bytecode Transformation.
IEEE Access, 2019

Automated Refactoring for Stampedlock.
IEEE Access, 2019

An Accurate Vehicle and Road Condition Estimation Algorithm for Vehicle Networking Applications.
IEEE Access, 2019

Sequential Tensor Decomposition For Gas Tracking In Lwir Hyperspectral Video Sequences.
Proceedings of the 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2019

A Summary Of Super-Resolution For Satellite Videos Via Learning-Based Methods.
Proceedings of the 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing, 2019

An Inter-Peer Communication Mechanism Based Water Cycle Algorithm.
Proceedings of the Advances in Swarm Intelligence - 10th International Conference, 2019

Stabilization of Uncertain Stochastic Nonlinear Delay Systems Subject to Event-Triggered Mechanism.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019

Variable Gain Iterative Learning Control with Initial Error Correction.
Proceedings of the 2019 IEEE International Conference on Smart Internet of Things (SmartIoT), 2019

Real Time Obstacle Estimation Based on Dense Stereo Vision for Robotic Lawn Mowers.
Proceedings of the 2019 IEEE International Conference on Robotics and Biomimetics, 2019

Extracting Keyphrases from Research Papers Using Word Embeddings.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2019

Moves Recognition in Abstract of Research Paper Based on Deep Learning.
Proceedings of the 19th ACM/IEEE Joint Conference on Digital Libraries, 2019

Writing Style Adversarial Network for Handwritten Chinese Character Recognition.
Proceedings of the Neural Information Processing - 26th International Conference, 2019

Resource Virtualization in OFDMA Wireless Mesh Network for Emergency Communications.
Proceedings of the 17th IEEE International Conference on Communications Workshops, 2019

Image Retrieval via Canonical Correlation Analysis.
Proceedings of the 16th Canadian Workshop on Information Theory, 2019

E-DAM: Encoder-Decoder with Attention Mechanism for City-scale Taxi Trajectory Prediction.
Proceedings of the CSAI 2019: 2019 3rd International Conference on Computer Science and Artificial Intelligence, 2019

Smart CCR IoT: Internet of Things Testbed.
Proceedings of the 5th IEEE International Conference on Collaboration and Internet Computing, 2019

BigScholar 2019: The 6th Workshop on Big Scholarly Data.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Causal Learning in Question Quality Improvement.
Proceedings of the Benchmarking, Measuring, and Optimizing, 2019

A Practical Data Repository for Causal Learning with Big Data.
Proceedings of the Benchmarking, Measuring, and Optimizing, 2019

2018
Cascaded Hidden Space Feature Mapping, Fuzzy Clustering, and Nonlinear Switching Regression on Large Datasets.
IEEE Trans. Fuzzy Syst., 2018

Exploring open information via event network.
Nat. Lang. Eng., 2018

An efficient multi-feature SVM solver for complex event detection.
Multim. Tools Appl., 2018

The Nonlinear Steepest Descent Method to Long-Time Asymptotics of the Coupled Nonlinear Schrödinger Equation.
J. Nonlinear Sci., 2018

Top-<i>k</i> multi-class SVM using multiple features.
Inf. Sci., 2018

Detecting global and local topics via mining twitter data.
Neurocomputing, 2018

E-Commerce Security Research in Big Data Environment.
Int. J. Enterp. Inf. Syst., 2018

Beyond the Scale of Big Data.
Frontiers Big Data, 2018

A discrete Water Wave Optimization algorithm for no-wait flow shop scheduling problem.
Expert Syst. Appl., 2018

Prediction of soybean price in China using QR-RBF neural network model.
Comput. Electron. Agric., 2018

Identification of maize haploid kernels based on hyperspectral imaging technology.
Comput. Electron. Agric., 2018

HDncRNA: a comprehensive database of non-coding RNAs associated with heart diseases.
Database, 2018

An Efficient Local Search for the Maximum Edge Weighted Clique Problem.
IEEE Access, 2018

An Efficient Local Search Algorithm for the Minimum k-Dominating Set Problem.
IEEE Access, 2018

Hydrologic Cycle Optimization Part II: Experiments and Real-World Application.
Proceedings of the Advances in Swarm Intelligence - 9th International Conference, 2018

Lily results for OAEI 2018.
Proceedings of the 13th International Workshop on Ontology Matching co-located with the 17th International Semantic Web Conference, 2018

Semi-supervised Sentiment Classification Based on Auxiliary Task Learning.
Proceedings of the Natural Language Processing and Chinese Computing, 2018

Mobile Physical Activity Intervention for Breast Cancer Patients During Chemotherapy.
Proceedings of the Nursing Informatics 2018, 2018

Learning Representations of Ultrahigh-dimensional Data for Random Distance-based Outlier Detection.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

An Effective Model Between Mobile Phone Usage and P2P Default Behavior.
Proceedings of the Computational Science - ICCS 2018, 2018

Barycentric Shift Model Based VR Application for Detection and Classification on Body Balance Disorders.
Proceedings of the E-Learning and Games - 12th International Conference, 2018

Read and Write Performance Research and Optimization for eMMC Device Driver.
Proceedings of the Communications, Signal Processing, and Systems, 2018

Towards Explainable Networked Prediction.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

"Bridge": Enhanced Signed Directed Network Embedding.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

Two-Target Stance Detection with Target-Related Zone Modeling.
Proceedings of the Information Retrieval - 24th China Conference, 2018

A Hybrid Data Clustering Approach Based on Hydrologic Cycle Optimization and K-means.
Proceedings of the Bio-inspired Computing: Theories and Applications, 2018

A Hybrid Model Based on K-EPF and DPIO for UAVs Target Detection.
Proceedings of the Bio-inspired Computing: Theories and Applications, 2018

Sparse Modeling-Based Sequential Ensemble Learning for Effective Outlier Detection in High-Dimensional Numeric Data.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Deep Feature Fusion for VHR Remote Sensing Scene Classification.
IEEE Trans. Geosci. Remote. Sens., 2017

Inhomogeneous Oxygen Vacancy Distribution in Semiconductor Gas Sensors: Formation, Migration and Determination on Gas Sensing Characteristics.
Sensors, 2017

Robust Multi-Frame Adaptive Optics Image Restoration Algorithm Using Maximum Likelihood Estimation with Poisson Statistics.
Sensors, 2017

Abdominal-Deformation Measurement for a Shape-Flexible Mannequin Using the 3D Digital Image Correlation.
JCSE, 2017

DeepProf: Performance Analysis for Deep Learning Applications via Mining GPU Execution Patterns.
CoRR, 2017

Community mining using three closely joint techniques based on community mutual membership and refinement strategy.
Appl. Soft Comput., 2017

Research on multi-variation coupling effect of heart-shaped dual phase Hy-Vo silent chain system.
Adv. Eng. Softw., 2017

Colloidal quantum dots based integrated fiber-optic detector.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2017

Active Learning for Chinese Word Segmentation on Judgements.
Proceedings of the Natural Language Processing and Chinese Computing, 2017

Perman: Fine-Grained Permission Management for Android Applications.
Proceedings of the 28th IEEE International Symposium on Software Reliability Engineering, 2017

How Unlabeled Web Videos Help Complex Event Detection?
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

The mechanism analysis of bipolar vessel sealing in vitro using EDM model.
Proceedings of the 13th IEEE Conference on Automation Science and Engineering, 2017

Research and Implementation of a Multi-label Learning Algorithm for Chinese Text Classification.
Proceedings of the 3rd International Conference on Big Data Computing and Communications, 2017

2016
Measuring Micro-Friction Torque in MEMS Gas Bearings.
Sensors, 2016

Sample-screening MKL method via boosting strategy for hyperspectral image classification.
Neurocomputing, 2016

Local Band Spectral Entropy Based on Wavelet Packet Applied to Surface EMG Signals Analysis.
Entropy, 2016

Joint Estimation of DOA and TDOA of Multiple Reflections in Mobile Communications.
IEEE Access, 2016

A Practical Energy Modeling Method for Industrial Robots in Manufacturing.
Proceedings of the Challenges and Opportunity with Big Data, 2016

LiDAR point classification based on joint sparse representation in kernel space.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

An electricity load forecasting method based on association rule analysis in smart grid.
Proceedings of the 3rd International Conference on Systems and Informatics, 2016

An Electricity Load Forecasting Method Based on Association Rule Analysis Attribute Reduction in Smart Grid.
Proceedings of the Fuzzy Systems and Data Mining II, 2016

2015
CCCloud: Context-Aware and Credible Cloud Service Selection Based on Subjective Assessment and Objective Assessment.
IEEE Trans. Serv. Comput., 2015

Discriminating multiple kernel learning for joint classification of optical and LiDAR data in urban area.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

Normalized difference phytoplankton index (NDPI) and spatio-temporal cloud filtering for multitemporal cyanobacteria pollution analysis on Erie Lake in 2014.
Proceedings of the 8th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2015

Context recognition for adaptive hearing-aids.
Proceedings of the 13th IEEE International Conference on Industrial Informatics, 2015

A novel multiple kernel boosting method for hyperspectral image classification.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Performance evaluation of flexible duplex implement based on radio frame selection in LTE heterogeneous network.
Proceedings of the 22nd International Conference on Telecommunications, 2015

Multi-UAVs formation control based on artificial physics.
Proceedings of the IEEE International Conference on Information and Automation, 2015

Lp norm spectral regression for feature extraction in outlier conditions.
Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015

A Multi-stage Model Based on Association Rule Analysis for Forecasting and Modifying Electricity Demand and Price in a Smart Grid.
Proceedings of the Fuzzy System and Data Mining, 2015

2014
An Advanced MapReduce: Cloud MapReduce, Enhancements and Applications.
IEEE Trans. Network and Service Management, 2014

Performance Evaluation of a Resource Allocation Scheme for Mixed Traffic in Dynamic-TDD Network.
Proceedings of the IEEE 80th Vehicular Technology Conference, 2014

The Present and the Prospect: How Far Away Are They from Blended Learning?
Proceedings of the Hybrid Learning. Theory and Practice - 7th International Conference, 2014

2013
A Micro-Force Sensor with Slotted-Quad-Beam Structure for Measuring the Friction in MEMS Bearings.
Sensors, 2013

Truth Degrees Theory and Approximate Reasoning in 3-Valued Propositional Pre-Rough Logic.
J. Appl. Math., 2013

Big Data Drives Cloud Adoption in Enterprise.
IEEE Internet Comput., 2013

CRAXweb: Automatic Web Application Testing and Attack Generation.
Proceedings of the IEEE 7th International Conference on Software Security and Reliability, 2013

An Algorithm with High Accuracy for Harmonic Analysis of Power System.
Proceedings of the Ninth International Conference on Intelligent Information Hiding and Multimedia Signal Processing, 2013

Gpu rasterization based octree fast generation algorithm for terrain modeling.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Effect of ionosphere refraction on spaceborne SAR imaging precision.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

2012
Realistic rendering of organ for surgery simulator.
Comput. Math. Appl., 2012

Theory of Truth Degrees in Three Valued Formed System RSL.
Proceedings of the Rough Sets and Knowledge Technology - 7th International Conference, 2012

Steptacular: An incentive mechanism for promoting wellness.
Proceedings of the Fourth International Conference on Communication Systems and Networks, 2012

Theory of α-truth degrees in 3-valued prerough logic.
Proceedings of the 2nd IEEE International Conference on Cloud Computing and Intelligence Systems, 2012

A QoS-aware Computation Model for Dynamic Web Service Selection.
Proceedings of the 12th IEEE International Conference on Computer and Information Technology, 2012

2011
Introduction.
ACM Trans. Intell. Syst. Technol., 2011

Rapid application configuration in Amazon cloud using configurable virtual appliances.
Proceedings of the 2011 ACM Symposium on Applied Computing (SAC), TaiChung, Taiwan, March 21, 2011

A Web Services Selection Approach Based on Personalized QoS Prediction.
Proceedings of the 10th International Symposium on Parallel and Distributed Computing, 2011

Cutting MapReduce Cost with Spot Market.
Proceedings of the 3rd USENIX Workshop on Hot Topics in Cloud Computing, 2011

A Measurement Study of Server Utilization in Public Clouds.
Proceedings of the IEEE Ninth International Conference on Dependable, 2011

Cloud MapReduce: A MapReduce Implementation on Top of a Cloud Operating System.
Proceedings of the 11th IEEE/ACM International Symposium on Cluster, 2011

2010
Indoor robot gardening: design and implementation.
Intell. Serv. Robotics, 2010

Remote network labs: an on-demand network cloud for configuration testing.
Computer Communication Review, 2010

Client-side load balancer using cloud.
Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010

Simulation of Blood Vessels for Surgery Simulators.
Proceedings of the 2010 International Conference on Machine Vision and Human-machine Interface, 2010

Class-specific grasping of 3D objects from a single 2D image.
Proceedings of the 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2010

Research on a Multi-Agent Based Marketing Cooperation System.
Proceedings of the Second International Workshop on Database Technology and Applications, 2010

A new form of DOS attack in a cloud and its avoidance mechanism.
Proceedings of the 2nd ACM Cloud Computing Security Workshop, 2010

Researching on Simulation of Traffic Accidents Scene by OpenGL.
Proceedings of the 10th IEEE International Conference on Computer and Information Technology, 2010

Fuzzy Expert System Based Intelligent Website Assessment System.
Proceedings of the 10th IEEE International Conference on Computer and Information Technology, 2010

2009
Instance Selection.
Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

Introduction to special issue on social computing, behavioral modeling, and prediction.
ACM Trans. Knowl. Discov. Data, 2009

Special issue on the best papers of SDM'09.
Statistical Analysis and Data Mining, 2009

A new chi-square approximation to the distribution of non-negative definite quadratic forms in non-central normal variables.
Comput. Stat. Data Anal., 2009


Computing median values in a cloud environment using GridBatch and MapReduce.
Proceedings of the 2009 IEEE International Conference on Cluster Computing, August 31, 2009

Web Server Farm in the Cloud: Performance Evaluation and Dynamic Architecture.
Proceedings of the Cloud Computing, First International Conference, CloudCom 2009, Beijing, 2009

2008
Physical topology design for all-optical networks.
Opt. Switch. Netw., 2008

Preface.
Proceedings of the Third Workshop on New Challenges for Feature Selection in Data Mining and Knowledge Discovery, 2008

Protecting Privacy in Incremental Maintenance for Distributed Association Rule Mining.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2008

GridBatch: Cloud Computing for Large-Scale Data-Intensive Batch Applications.
Proceedings of the 8th IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2008), 2008

2007
Traffic grooming in WDM SONET rings with multiple line speeds.
IEEE J. Sel. Areas Commun., 2007

2006
Discovering mappings in hierarchical data from multiple sources using the inherent structure.
Knowl. Inf. Syst., 2006

Some current issues of streaming data mining.
Inf. Sci., 2006

Power-Law Tradeoffs Between Optical and Electronic Switching.
Proceedings of the INFOCOM 2006. 25th IEEE International Conference on Computer Communications, 2006

Feature subset selection bias for classification learning.
Proceedings of the Machine Learning, 2006

Query Selection Techniques for Efficient Crawling of Structured Web Sources.
Proceedings of the 22nd International Conference on Data Engineering, 2006

2005
CubeSVD: a novel approach to personalized Web search.
Proceedings of the 14th international conference on World Wide Web, 2005

Traffic grooming in WDM SONET UPSR rings with multiple line speeds.
Proceedings of the INFOCOM 2005. 24th Annual Joint Conference of the IEEE Computer and Communications Societies, 2005

A Novel Approach to Model Generation for Heterogeneous Data Classification.
Proceedings of the IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30, 2005

Learning with Labeled Sessions.
Proceedings of the IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30, 2005

On direct routing in the valiant load-balancing architecture.
Proceedings of the Global Telecommunications Conference, 2005. GLOBECOM '05, St. Louis, Missouri, USA, 28 November, 2005

Traffic grooming in WDM/SONET BLSR rings with multiple line speeds.
Proceedings of the Global Telecommunications Conference, 2005. GLOBECOM '05, St. Louis, Missouri, USA, 28 November, 2005

Sensor Sequence Modeling for Driving.
Proceedings of the Eighteenth International Florida Artificial Intelligence Research Society Conference, 2005

Error-Sensitive Grading for Model Combination.
Proceedings of the Machine Learning: ECML 2005, 2005

BioLog: A Browser Based Collaboration and Resource Navigation Assistant for BioMedical Researchers.
Proceedings of the Data Integration in the Life Sciences, Second InternationalWorkshop, 2005

2004
Subspace clustering for high dimensional data: a review.
SIGKDD Explorations, 2004

Active learning for detecting a spectrally variable subject in color infrared imagery.
Pattern Recognit. Lett., 2004

An Empirical Study of Building Compact Ensembles.
Proceedings of the Advances in Web-Age Information Management: 5th International Conference, 2004

Class-Specific Ensembles for Active Learning.
Proceedings of the Fourth SIAM International Conference on Data Mining, 2004

Robust feature induction for support vector machines.
Proceedings of the Machine Learning, 2004

A novel efficient technique for traffic grooming in WDM SONET with multiple line speeds.
Proceedings of IEEE International Conference on Communications, 2004

SWITCH: A Novel Approach to Ensemble Learning for Heterogeneous Data.
Proceedings of the Machine Learning: ECML 2004, 2004

2003
Active Learning with Ensembles for Image Classification.
Proceedings of the IJCAI-03, 2003

Situation-Aware Personalized Information Retrieval for Mobile Internet.
Proceedings of the 27th International Computer Software and Applications Conference (COMPSAC 2003): Design and Assessment of Trustworthy Software-Based Systems, 2003

Mining "Hidden Phrase" Definitions from the Web.
Proceedings of the Web Technologies and Applications, 5th Asian-Pacific Web Conference, 2003

2002
User Intention Modelling in Web Applications Using Data Mining.
World Wide Web, 2002

Routing Table Compaction in Ternary CAM.
IEEE Micro, 2002

Sampling from databases using B^+-Trees.
Intell. Data Anal., 2002

Feature Extraction for Image Mining.
Proceedings of the MIS 2002, International Workshop on Multimedia Information Systems, October 10, 2002

A trace driven study of packet level parallelism.
Proceedings of the IEEE International Conference on Communications, 2002

Efficient Mapping of Range Classifier into Ternary-CAM.
Proceedings of the 10th Annual IEEE Symposium on High Performance Interconnects (HOTIC 2002), August 21, 2002

Reducing cache miss ratio for routing prefix cache.
Proceedings of the Global Telecommunications Conference, 2002

2001
Resource Description Framework: Metadata and Its Applications.
SIGKDD Explorations, 2001

Rule mining with prior knowledge - a belief networks approach.
Intell. Data Anal., 2001

A Distributed Hierarchical Clustering System for Web Mining.
Proceedings of the Advances in Web-Age Information Management, 2001

Modelling Classification Performance for Large Data Sets.
Proceedings of the Advances in Web-Age Information Management, 2001

Routing prefix caching in network processor design.
Proceedings of the 10th International Conference on Computer Communications and Networks, 2001

Reducing routing table size using ternary-CAM.
Proceedings of the Ninth Symposium on High Performance Interconnects, 2001

Efficiently Determining the Starting Sample Size for Progressive Sampling.
Proceedings of the Machine Learning: EMCL 2001, 2001

Efficiently Determine the Starting Sample Size for Progressive Sampling.
Proceedings of the 2001 ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery, 2001

2000
Customer Retention via Data Mining.
Artif. Intell. Rev., 2000

Rule Mining via Learning Belief Networks.
Proceedings of the Artificial Intelligence and Soft Computing, July 24-26, 2000, Banff, 2000

1999
Handling Concept Drifts in Incremental Learning with Support Vector Machines.
Proceedings of the Fifth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 1999

A Study of Support Vectors on Model Independent Example Selection.
Proceedings of the Fifth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 1999

1998
A Data Mining Application: Customes Retention at the Port of Singapore Authority (PSA).
Proceedings of the SIGMOD 1998, 1998

CFMD: A Conflict-Free Multivariate Discretization Algorithm.
Proceedings of the Research and Development in Knowledge Discovery and Data Mining, 1998

1995
Critics for Knowledge-Based Design Systems.
IEEE Trans. Knowl. Data Eng., 1995


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