Huan Liu

According to our database1, Huan Liu
  • authored at least 466 papers between 1988 and 2018.
  • has a "Dijkstra number"2 of four.

Awards

IEEE Fellow

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

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

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

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

2017
Feature Selection.
Proceedings of the Encyclopedia of Machine Learning and Data Mining, 2017

Time-Aware Personalized Location Recommendation.
Proceedings of the Encyclopedia of GIS., 2017

Facilitating Time Critical Information Seeking in Social Media.
IEEE Trans. Knowl. Data Eng., 2017

Deep Feature Fusion for VHR Remote Sensing Scene Classification.
IEEE Trans. Geoscience and Remote Sensing, 2017

Big Scholarly Data: A Survey.
IEEE Trans. Big Data, 2017

Fake News Detection on Social Media: A Data Mining Perspective.
SIGKDD Explorations, 2017

Intelligent Disaster Response via Social Media Analysis A Survey.
SIGKDD Explorations, 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

A biorobotic adhesive disc for underwater hitchhiking inspired by the remora suckerfish.
Science Robotics, 2017

Legislative prediction with dual uncertainty minimization from heterogeneous information.
Statistical Analysis and Data Mining, 2017

Recent advances in feature selection and its applications.
Knowl. Inf. Syst., 2017

An Improved Tuning Control Algorithm Based on SVD for FID Signal.
JACIII, 2017

An OMP Steganographic Algorithm Optimized by SFLA.
IJPRAI, 2017

Challenges of Feature Selection for Big Data Analytics.
IEEE Intelligent Systems, 2017

Cross-Platform Emoji Interpretation: Analysis, a Solution, and Applications.
CoRR, 2017

Intelligent Disaster Response via Social Media Analysis - A Survey.
CoRR, 2017

Application of Hilbert-Huang decomposition to reduce noise and characterize for NMR FID signal of proton precession magnetometer.
CoRR, 2017

Fake News Detection on Social Media: A Data Mining Perspective.
CoRR, 2017

NeuroRule: A Connectionist Approach to Data Mining.
CoRR, 2017

Understanding and Predicting Delay in Reciprocal Relations.
CoRR, 2017

Attributed Network Embedding for Learning in a Dynamic Environment.
CoRR, 2017

Heroes and Zeroes: Predicting the Impact of New Video Games on Twitch.tv.
CoRR, 2017

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

Research on multi-variation coupling effect of heart-shaped dual phase Hy-Vo silent chain system.
Advances in Engineering Software, 2017

What Your Images Reveal: Exploiting Visual Contents for Point-of-Interest Recommendation.
Proceedings of the 26th International Conference on World Wide Web, 2017

Gleaning Wisdom from the Past: Early Detection of Emerging Rumors in Social Media.
Proceedings of the 2017 SIAM International Conference on Data Mining, 2017

Exploiting Hierarchical Structures for Unsupervised Feature Selection.
Proceedings of the 2017 SIAM International Conference on Data Mining, 2017

Signed Network Embedding in Social Media.
Proceedings of the 2017 SIAM International Conference on Data Mining, 2017

Using a Random Forest to Inspire a Neural Network and Improving on It.
Proceedings of the 2017 SIAM International Conference on Data Mining, 2017

Toward Personalized Relational Learning.
Proceedings of the 2017 SIAM International Conference on Data Mining, 2017

Collaborative Filtering via Different Preference Structures.
Proceedings of the Knowledge Science, Engineering and Management, 2017

Randomized Feature Engineering as a Fast and Accurate Alternative to Kernel Methods.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Unsupervised Feature Selection in Signed Social Networks.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

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

FMRI data classification based on hybrid temporal and spatial sparse representation.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

Learning Homophily Couplings from Non-IID Data for Joint Feature Selection and Noise-Resilient Outlier Detection.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

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

Reconstruction-based Unsupervised Feature Selection: An Embedded Approach.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Radar: Residual Analysis for Anomaly Detection in Attributed Networks.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Detecting Camouflaged Content Polluters.
Proceedings of the Eleventh International Conference on Web and Social Media, 2017

Adaptive Spammer Detection with Sparse Group Modeling.
Proceedings of the Eleventh International Conference on Web and Social Media, 2017

Early Identification of Personalized Trending Topics in Microblogging.
Proceedings of the Eleventh International Conference on Web and Social Media, 2017

Preliminary Development of a Continuum Dual-Arm Surgical Robotic System for Transurethral Procedures.
Proceedings of the Intelligent Robotics and Applications - 10th International Conference, 2017

Attributed Signed Network Embedding.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Attributed Network Embedding for Learning in a Dynamic Environment.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 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

CLARE: A Joint Approach to Label Classification and Tag Recommendation.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Unsupervised Sentiment Analysis with Signed Social Networks.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
An Overview of Sentiment Analysis in Social Media and Its Applications in Disaster Relief.
Proceedings of the Sentiment Analysis and Ontology Engineering, 2016

Continuum Differential Mechanisms and Their Applications in Gripper Designs.
IEEE Trans. Robotics, 2016

A High-Precision Frequency Measurement Algorithm for FID Signal of Proton Magnetometer.
IEEE Trans. Instrumentation and Measurement, 2016

Exploring characteristics of suspended users and network stability on Twitter.
Social Netw. Analys. Mining, 2016

User Identity Linkage across Online Social Networks: A Review.
SIGKDD Explorations, 2016

Overhauser Geomagnetic Sensor Based on the Dynamic Nuclear Polarization Effect for Magnetic Prospecting.
Sensors, 2016

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

Replacing Mechanical Turkers? Challenges in the Evaluation of Models with Semantic Properties.
J. Data and Information Quality, 2016

Users joining multiple sites: Friendship and popularity variations across sites.
Information Fusion, 2016

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

A Comparative Study for Postural Synergy Synthesis Using Linear and Nonlinear Methods.
I. J. Humanoid Robotics, 2016

The good, the bad, and the ugly: uncovering novel research opportunities in social media mining.
I. J. Data Science and Analytics, 2016

Online Behavioral Analysis and Modeling [Guest Editorial].
IEEE Intelligent Systems, 2016

Uncovering and Predicting Human Behaviors.
IEEE Intelligent Systems, 2016

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

Machine learning to predict rapid progression of carotid atherosclerosis in patients with impaired glucose tolerance.
EURASIP J. Bioinformatics and Systems Biology, 2016

A Survey of Signed Network Mining in Social Media.
ACM Comput. Surv., 2016

SlangSD: Building and Using a Sentiment Dictionary of Slang Words for Short-Text Sentiment Classification.
CoRR, 2016

Challenges of Feature Selection for Big Data Analytics.
CoRR, 2016

Feature Selection: A Data Perspective.
CoRR, 2016

Signed Link Analysis in Social Media Networks.
CoRR, 2016

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

Recommendations in Signed Social Networks.
Proceedings of the 25th International Conference on World Wide Web, 2016

Can One Tamper with the Sample API?: Toward Neutralizing Bias from Spam and Bot Content.
Proceedings of the 25th International Conference on World Wide Web, 2016

Relational Learning with Social Status Analysis.
Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, 2016

Understanding and Identifying Advocates for Political Campaigns on Social Media.
Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, 2016

Node Classification in Signed Social Networks.
Proceedings of the 2016 SIAM International Conference on Data Mining, 2016

Robust Unsupervised Feature Selection on Networked Data.
Proceedings of the 2016 SIAM International Conference on Data Mining, 2016

Exploiting Emotional Information for Trust/Distrust Prediction.
Proceedings of the 2016 SIAM International Conference on Data Mining, 2016

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

Multi-Label Informed Feature Selection.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

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

Your Age Is No Secret: Inferring Microbloggers' Ages via Content and Interaction Analysis.
Proceedings of the Tenth International Conference on Web and Social Media, 2016

Identifying Rhetorical Questions in Social Media.
Proceedings of the Tenth International Conference on Web and Social Media, 2016

Community Cores: Removing Size Bias from Community Detection.
Proceedings of the Tenth International Conference on Web and Social Media, 2016

Exploring Personal Attributes from Unprotected Interactions.
Proceedings of the Tenth International Conference on Web and Social Media, 2016

Signed Link Analysis in Social Media Networks.
Proceedings of the Tenth International Conference on Web and Social Media, 2016

Unsupervised Feature Selection for Outlier Detection by Modelling Hierarchical Value-Feature Couplings.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016

Toward Time-Evolving Feature Selection on Dynamic Networks.
Proceedings of the IEEE 16th International Conference on Data Mining, 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

PPP: Joint Pointwise and Pairwise Image Label Prediction.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Paired Restricted Boltzmann Machine for Linked Data.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Linked Document Embedding for Classification.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Leveraging the Implicit Structure within Social Media for Emergent Rumor Detection.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

FeatureMiner: A Tool for Interactive Feature Selection.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Finding requests in social media for disaster relief.
Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016

A new approach to bot detection: Striking the balance between precision and recall.
Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016

A Novel Measure for Coherence in Statistical Topic Models.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

Recommendation with Social Dimensions.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Predicting Online Protest Participation of Social Media Users.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Trust in Social Media
Synthesis Lectures on Information Security, Privacy, & Trust, Morgan & Claypool Publishers, 2015

Mining Human Mobility in Location-Based Social Networks
Synthesis Lectures on Data Mining and Knowledge Discovery, Morgan & Claypool Publishers, 2015

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

Trust Evolution: Modeling and Its Applications.
IEEE Trans. Knowl. Data Eng., 2015

User Identification Across Social Media.
TKDD, 2015

Embracing Information Explosion without Choking: Clustering and Labeling in Microblogging.
IEEE Trans. Big Data, 2015

Discovering Location Information in Social Media.
IEEE Data Eng. Bull., 2015

Addressing the cold-start problem in location recommendation using geo-social correlations.
Data Min. Knowl. Discov., 2015

A Survey of Signed Network Mining in Social Media.
CoRR, 2015

Leveraging Social Foci for Information Seeking in Social Media.
CoRR, 2015

Predicting Online Protest Participation of Social Media Users.
CoRR, 2015

Evaluation without ground truth in social media research.
Commun. ACM, 2015

Reports on the 2015 AAAI Spring Symposium Series.
AI Magazine, 2015

Visualizing Social Media Sentiment in Disaster Scenarios.
Proceedings of the 24th International Conference on World Wide Web Companion, 2015

LIKE and Recommendation in Social Media.
Proceedings of the 24th International Conference on World Wide Web Companion, 2015

Negative Link Prediction in Social Media.
Proceedings of the Eighth ACM International Conference on Web Search and Data Mining, 2015

Sarcasm Detection on Twitter: A Behavioral Modeling Approach.
Proceedings of the Eighth ACM International Conference on Web Search and Data Mining, 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

Propagation-based Sentiment Analysis for Microblogging Data.
Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

Legislative Prediction with Dual Uncertainty Minimization from Heterogeneous Information.
Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

A Local SVD Framework for Stable Feature Selection for Clustering.
Proceedings of the 2015 IEEE International Conference on Information Reuse and Integration, 2015

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

Online diffusion source detection in social networks.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Unsupervised Sentiment Analysis for Social Media Images.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Exploring Implicit Hierarchical Structures for Recommender Systems.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 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

A single-actuator prosthetic hand using a continuum differential mechanism.
Proceedings of the IEEE International Conference on Robotics and Automation, 2015

Context-Aware Experience Extraction from Online Health Forums.
Proceedings of the 2015 International Conference on Healthcare Informatics, 2015

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

Real-Time Crisis Mapping Using Language Distribution.
Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

Finding Time-Critical Responses for Information Seeking in Social Media.
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Social Answer: A System for Finding Appropriate Sites for Questions in Social Media.
Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

Surpassing the Limit: Keyword Clustering to Improve Twitter Sample Coverage.
Proceedings of the 26th ACM Conference on Hypertext & Social Media, 2015

Text, Topics, and Turkers: A Consensus Measure for Statistical Topics.
Proceedings of the 26th ACM Conference on Hypertext & Social Media, 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

10 Bits of Surprise: Detecting Malicious Users with Minimum Information.
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

Toward Dual Roles of Users in Recommender Systems.
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

Unsupervised Streaming Feature Selection in Social Media.
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

Cell analytics in compound hit selection of bacterial inhibitors.
Proceedings of the 2015 IEEE International Conference on Big Data, 2015

Finding the Right Social Media Site for Questions.
Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015

The Fragility of Twitter Social Networks Against Suspended Users.
Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015

Exploring a Scalable Solution to Identifying Events in Noisy Twitter Streams.
Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015

Embedded Unsupervised Feature Selection.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

Leveraging Social Foci for Information Seeking in Social Media.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

Content-Aware Point of Interest Recommendation on Location-Based Social Networks.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
Social Provenance.
Encyclopedia of Social Network Analysis and Mining, 2014

Time- and Event-Driven Modeling of Blogger Influence.
Encyclopedia of Social Network Analysis and Mining, 2014

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

Global and Local Structure Preservation for Feature Selection.
IEEE Trans. Neural Netw. Learning Syst., 2014

An Unsupervised Feature Selection Framework for Social Media Data.
IEEE Trans. Knowl. Data Eng., 2014

Feature Selection for Social Media Data.
TKDD, 2014

User Vulnerability and Its Reduction on a Social Networking Site.
TKDD, 2014

Uncovering deception in social media.
Social Netw. Analys. Mining, 2014

Embassies burning: toward a near-real-time assessment of social media using geo-temporal dynamic network analytics.
Social Netw. Analys. Mining, 2014

A Hierarchical Word-Merging Algorithm with Class Separability Measure.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

Behavior Informatics: A New Perspective.
IEEE Intelligent Systems, 2014

A novel approach to hyperspectral band selection based on spectral shape similarity analysis and fast branch and bound search.
Eng. Appl. of AI, 2014

Negative Link Prediction in Social Media.
CoRR, 2014

Identifying Users with Opposing Opinions in Twitter Debates.
CoRR, 2014

When is it Biased? Assessing the Representativeness of Twitter's Streaming API.
CoRR, 2014

Finding Eyewitness Tweets During Crises.
CoRR, 2014

From Tweets to Events: Exploring a Scalable Solution for Twitter Streams.
CoRR, 2014

Design of an underactuated anthropomorphic hand with mechanically implemented postural synergies.
Advanced Robotics, 2014

Trust in social computing.
Proceedings of the 23rd International World Wide Web Conference, 2014

When is it biased?: assessing the representativeness of twitter's streaming API.
Proceedings of the 23rd International World Wide Web Conference, 2014

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

Leveraging knowledge across media for spammer detection in microblogging.
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

Finding Friends on a New Site Using Minimum Information.
Proceedings of the 2014 SIAM International Conference on Data Mining, 2014

Discriminant Analysis for Unsupervised Feature Selection.
Proceedings of the 2014 SIAM International Conference on Data Mining, 2014

Identifying Users with Opposing Opinions in Twitter Debates.
Proceedings of the Social Computing, Behavioral-Cultural Modeling and Prediction, 2014

Personalized location recommendation on location-based social networks.
Proceedings of the Eighth ACM Conference on Recommender Systems, 2014

Recommendation in social media: recent advances and new frontiers.
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Users Joining Multiple Sites: Distributions and Patterns.
Proceedings of the Eighth International Conference on Weblogs and Social Media, 2014

Mechanical implementation of postural synergies using a simple continuum mechanism.
Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 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

Social Spammer Detection with Sentiment Information.
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Dual Uncertainty Minimization Regularization and Its Applications on Heterogeneous Data.
Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014

Social Role Identification via Dual Uncertainty Minimization Regularization.
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Is distrust the negation of trust?: the value of distrust in social media.
Proceedings of the 25th ACM Conference on Hypertext and Social Media, 2014

A behavior analytics approach to identifying tweets from crisis regions.
Proceedings of the 25th ACM Conference on Hypertext and Social Media, 2014

Am i more similar to my followers or followees?: analyzing homophily effect in directed social networks.
Proceedings of the 25th ACM Conference on Hypertext and Social Media, 2014

Scalable learning of users' preferences using networked data.
Proceedings of the 25th ACM Conference on Hypertext and Social Media, 2014

An efficient privacy preserving location based service system.
Proceedings of the IEEE Global Communications Conference, 2014

Predictability of Distrust with Interaction Data.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

Online Social Spammer Detection.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

Twitter Data Analytics
Springer Briefs in Computer Science, Springer, ISBN: 978-1-4614-9371-6, 2014

Social Media Mining: An Introduction
Cambridge University Press, ISBN: 9781139088510, 2014

Feature Selection for Classification: A Review.
Proceedings of the Data Classification: Algorithms and Applications, 2014

2013
Provenance Data in Social Media
Synthesis Lectures on Data Mining and Knowledge Discovery, Morgan & Claypool Publishers, ISBN: 9781608457847, 2013

On Similarity Preserving Feature Selection.
IEEE Trans. Knowl. Data Eng., 2013

Social recommendation: a review.
Social Netw. Analys. Mining, 2013

Mining social media with social theories: a survey.
SIGKDD Explorations, 2013

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

Learning with multi-resolution overlapping communities.
Knowl. Inf. Syst., 2013

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

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

Is the Sample Good Enough? Comparing Data from Twitter's Streaming API with Twitter's Firehose.
CoRR, 2013

Unsupervised sentiment analysis with emotional signals.
Proceedings of the 22nd International World Wide Web Conference, 2013

Exploiting homophily effect for trust prediction.
Proceedings of the Sixth ACM International Conference on Web Search and Data Mining, 2013

Exploiting social relations for sentiment analysis in microblogging.
Proceedings of the Sixth ACM International Conference on Web Search and Data Mining, 2013

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

Mining Social Media: Challenges and Opportunities.
Proceedings of the 2013 International Conference on Social Intelligence and Technology, 2013

CoSelect: Feature Selection with Instance Selection for Social Media Data.
Proceedings of the 13th SIAM International Conference on Data Mining, 2013

ActNeT: Active Learning for Networked Texts in Microblogging.
Proceedings of the 13th SIAM International Conference on Data Mining, 2013

Unsupervised Feature Selection for Multi-View Data in Social Media.
Proceedings of the 13th SIAM International Conference on Data Mining, 2013

Measuring User Credibility in Social Media.
Proceedings of the Social Computing, Behavioral-Cultural Modeling and Prediction, 2013

Context-aware review helpfulness rating prediction.
Proceedings of the Seventh ACM Conference on Recommender Systems, 2013

Exploring temporal effects for location recommendation on location-based social networks.
Proceedings of the Seventh ACM Conference on Recommender Systems, 2013

Connecting users across social media sites: a behavioral-modeling approach.
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

Understanding Twitter data with TweetXplorer.
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

A tool for collecting provenance data in social media.
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

Exploiting Local and Global Social Context for Recommendation.
Proceedings of the IJCAI 2013, 2013

Social Spammer Detection in Microblogging.
Proceedings of the IJCAI 2013, 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

Is the Sample Good Enough? Comparing Data from Twitter's Streaming API with Twitter's Firehose.
Proceedings of the Seventh International Conference on Weblogs and Social Media, 2013

Mechanical Implementation of Postural Synergies of an Underactuated Prosthetic Hand.
Proceedings of the Intelligent Robotics and Applications - 6th International Conference, 2013

Whom should I follow?: identifying relevant users during crises.
Proceedings of the 24th ACM Conference on Hypertext and Social Media (part of ECRC), 2013

A tool for assisting provenance search in social media.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Seeking provenance of information using social media.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Modeling temporal effects of human mobile behavior on location-based social networks.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Network denoising in social media.
Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013

Recovering information recipients in social media via provenance.
Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013

Near real time assessment of social media using geo-temporal network analytics.
Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013

Feature Selection for Clustering: A Review.
Data Clustering: Algorithms and Applications, 2013

2012
Scalable Learning of Collective Behavior.
IEEE Trans. Knowl. Data Eng., 2012

Identifying Evolving Groups in Dynamic Multimode Networks.
IEEE Trans. Knowl. Data Eng., 2012

Modeling blogger influence in a community.
Social Netw. Analys. Mining, 2012

Enriching short text representation in microblog for clustering.
Frontiers of Computer Science in China, 2012

Opening Doors to Sharing Social Media Data.
IEEE Intelligent Systems, 2012

Community detection via heterogeneous interaction analysis.
Data Min. Knowl. Discov., 2012

Maximizing benefits from crowdsourced data.
Computational & Mathematical Organization Theory, 2012

Realistic rendering of organ for surgery simulator.
Computers & Mathematics with Applications, 2012

Social status and role analysis of palin's email network.
Proceedings of the 21st World Wide Web Conference, 2012

mTrust: discerning multi-faceted trust in a connected world.
Proceedings of the Fifth International Conference on Web Search and Web Data Mining, 2012

Feature Selection with Linked Data in Social Media.
Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012

Lessons Learned in Using Social Media for Disaster Relief - ASU Crisis Response Game.
Proceedings of the Social Computing, Behavioral - Cultural Modeling and Prediction, 2012

Real-World Behavior Analysis through a Social Media Lens.
Proceedings of the Social Computing, Behavioral - Cultural Modeling and Prediction, 2012

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

eTrust: understanding trust evolution in an online world.
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

Unsupervised feature selection for linked social media data.
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

Navigating information facets on twitter (NIF-T).
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

Exploring Social-Historical Ties on Location-Based Social Networks.
Proceedings of the Sixth International Conference on Weblogs and Social Media, 2012

Discovering Trust Networks for the Selection of Trustworthy Service Providers in Complex Contextual Social Networks.
Proceedings of the 2012 IEEE 19th International Conference on Web Services, 2012

Ensemble Feature Selection in Face Recognition: ICMLA 2012 Challenge.
Proceedings of the 11th International Conference on Machine Learning and Applications, 2012

Supervised Low Rank Matrix Approximation for Stable Feature Selection.
Proceedings of the 11th International Conference on Machine Learning and Applications, 2012

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

gSCorr: modeling geo-social correlations for new check-ins on location-based social networks.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 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

Faceted Browsing over Social Media.
Proceedings of the Big Data Analytics, First International Conference, 2012

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

Text Analytics in Social Media.
Proceedings of the Mining Text Data, 2012

2011
Understanding online groups through social media.
Wiley Interdisc. Rew.: Data Mining and Knowledge Discovery, 2011

Group Profiling for Understanding Social Structures.
ACM TIST, 2011

Introduction.
ACM TIST, 2011

Erratum.
Int. J. General Systems, 2011

Sensor networks: decentralized monitoring and subspace classification of events.
Int. J. General Systems, 2011

Quantifying the trustworthiness of social media content.
Distributed and Parallel Databases, 2011

Leveraging social media networks for classification.
Data Min. Knowl. Discov., 2011

Integrating Social Media Data for Community Detection.
Proceedings of the Modeling and Mining Ubiquitous Social Media, 2011

Promoting Coordination for Disaster Relief - From Crowdsourcing to Coordination.
Proceedings of the Social Computing, Behavioral-Cultural Modeling and Prediction, 2011

Information Provenance in Social Media.
Proceedings of the Social Computing, Behavioral-Cultural Modeling and Prediction, 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

Feature Selection Strategy in Text Classification.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2011

Exploiting vulnerability to secure user privacy on a social networking site.
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

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

TweetTracker: An Analysis Tool for Humanitarian and Disaster Relief.
Proceedings of the Fifth International Conference on Weblogs and Social Media, 2011

Quantifying Features Using False Nearest Neighbors: An Unsupervised Approach.
Proceedings of the IEEE 23rd International Conference on Tools with Artificial Intelligence, 2011

The Effect of the Characteristics of the Dataset on the Selection Stability.
Proceedings of the IEEE 23rd International Conference on Tools with Artificial Intelligence, 2011

Extracting geographic knowledge from sensor intervention data using spatial association rules.
Proceedings of the IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services, 2011

Document Clustering via Matrix Representation.
Proceedings of the 11th IEEE International Conference on Data Mining, 2011

A Dilemma in Assessing Stability of Feature Selection Algorithms.
Proceedings of the 13th IEEE International Conference on High Performance Computing & Communication, 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

Connecting users with similar interests via tag network inference.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Enhancing accessibility of microblogging messages using semantic knowledge.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

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

Understanding User Migration Patterns in Social Media.
Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

Data Mining in Social Media.
Proceedings of the Social Network Data Analytics, 2011

2010
Community Detection and Mining in Social Media
Synthesis Lectures on Data Mining and Knowledge Discovery, Morgan & Claypool Publishers, 2010

Graph Mining Applications to Social Network Analysis.
Proceedings of the Managing and Mining Graph Data, 2010

Feature Selection.
Proceedings of the Encyclopedia of Machine Learning, 2010

Introduction to the ACM TIST special issue AI in social computing and cultural modeling.
ACM TIST, 2010

Feature Selection: An Ever Evolving Frontier in Data Mining.
Proceedings of the Fourth International Workshop on Feature Selection in Data Mining, 2010

Preface.
Proceedings of the Fourth International Workshop on Feature Selection in Data Mining, 2010

Indoor robot gardening: design and implementation.
Intelligent Service Robotics, 2010

WisColl: Collective wisdom based blog clustering.
Inf. Sci., 2010

Guest Editors' Introduction: Social Computing in the Blogosphere.
IEEE Internet Computing, 2010

Toward Predicting Collective Behavior via Social Dimension Extraction.
IEEE Intelligent Systems, 2010

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

An Integrative Approach to Indentifying Biologically Relevant Genes.
Proceedings of the SIAM International Conference on Data Mining, 2010

Sentiment Propagation in Social Networks: A Case Study in LiveJournal.
Proceedings of the Advances in Social Computing, 2010

A Social Network Analysis Approach to Detecting Suspicious Online Financial Activities.
Proceedings of the Advances in Social Computing, 2010

Convergence of Influential Bloggers for Topic Discovery in the Blogosphere.
Proceedings of the Advances in Social Computing, 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

Network quantification despite biased labels.
Proceedings of the Eighth Workshop on Mining and Learning with Graphs, 2010

A multi-resolution approach to learning with overlapping communities.
Proceedings of the 3rd Workshop on Social Network Mining and Analysis, 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

Discovering Overlapping Groups in Social Media.
Proceedings of the ICDM 2010, 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

Biological Relevance Detection via Network Dynamic Analysis.
Proceedings of the ISCA 2nd International Conference on Bioinformatics and Computational Biology, 2010

Efficient Spectral Feature Selection with Minimum Redundancy.
Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 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
Modeling and Data Mining in Blogosphere
Synthesis Lectures on Data Mining and Knowledge Discovery, Morgan & Claypool Publishers, 2009

Cross-Validation.
Proceedings of the Encyclopedia of Database Systems, 2009

Trust in Blogosphere.
Proceedings of the Encyclopedia of Database Systems, 2009

Bridging Taxonomic Semantics to Accurate Hierarchical Classification.
Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

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

Manipulating Data and Dimension Reduction Methods: Feature Selection.
Proceedings of the Encyclopedia of Complexity and Systems Science, 2009

Introduction to special issue on social computing, behavioral modeling, and prediction.
TKDD, 2009

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

Searching for interacting features in subset selection.
Intell. Data Anal., 2009

A new chi-square approximation to the distribution of non-negative definite quadratic forms in non-central normal variables.
Computational Statistics & Data Analysis, 2009

Evaluating the trustworthiness of Wikipedia articles through quality and credibility.
Proceedings of the 2009 International Symposium on Wikis, 2009

Remote network labs: an on-demand network cloud for configuration testing.
Proceedings of the 1st ACM SIGCOMM 2009 Workshop on Research on Enterprise Networking, 2009

Relational learning via latent social dimensions.
Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

Building a distributed robot garden.
Proceedings of the 2009 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2009

Multiclass Probabilistic Kernel Discriminant Analysis.
Proceedings of the IJCAI 2009, 2009

Connecting Corresponding Identities across Communities.
Proceedings of the Third International Conference on Weblogs and Social Media, 2009

A Social Identity Approach to Identify Familiar Strangers in a Social Network.
Proceedings of the Third International Conference on Weblogs and Social Media, 2009

BlogTrackers: A Tool for Sociologists to Track and Analyze Blogosphere.
Proceedings of the Third International Conference on Weblogs and Social Media, 2009

Integrating Knowledge in Search of Biologically Relevant Genes.
Proceedings of the ICDM Workshops 2009, 2009

Uncoverning Groups via Heterogeneous Interaction Analysis.
Proceedings of the ICDM 2009, 2009

Connecting Sparsely Distributed Similar Bloggers.
Proceedings of the ICDM 2009, 2009

Quantifying Utility and Trustworthiness for Advice Shared on Online Social Media.
Proceedings of the 12th IEEE International Conference on Computational Science and Engineering, 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

Scalable learning of collective behavior based on sparse social dimensions.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2008
Dimensionality Reduction.
Proceedings of the Wiley Encyclopedia of Computer Science and Engineering, 2008

Topic taxonomy adaptation for group profiling.
TKDD, 2008

Blogosphere: research issues, tools, and applications.
SIGKDD Explorations, 2008

Physical topology design for all-optical networks.
Optical Switching and Networking, 2008

Multi-Source Feature Selection via Geometry-Dependent Covariance Analysis.
Proceedings of the Third Workshop on New Challenges for Feature Selection in Data Mining and Knowledge Discovery, 2008

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

Completing missing views for multiple sources of web media.
IJDMMM, 2008

Identifying the influential bloggers in a community.
Proceedings of the International Conference on Web Search and Web Data Mining, 2008

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

Identifying biologically relevant genes via multiple heterogeneous data sources.
Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008

Heterogeneous data fusion for alzheimer's disease study.
Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008

Community evolution in dynamic multi-mode networks.
Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008

Robust integration of multiple information sources by view completion.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2008

Clustering Blogs with Collective Wisdom.
Proceedings of the Eighth International Conference on Web Engineering, 2008

Socialtagger - collaborative tagging for blogs in the long tail.
Proceedings of the Proceeding of the 2008 ACM Workshop on Search in Social Media, 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

Understanding the Effects of Sampling on Healthcare Risk Modeling for the Prediction of Future High-Cost Patients.
Proceedings of the Biomedical Engineering Systems and Technologies, 2008

Healthcare Risk Modeling for Medicaid Patients - The Impact of Sampling on the Prediction of High-Cost Patients.
Proceedings of the First International Conference on Health Informatics, 2008

2007
Traffic grooming in WDM SONET rings with multiple line speeds.
IEEE Journal on Selected Areas in Communications, 2007

Semi-supervised Feature Selection via Spectral Analysis.
Proceedings of the Seventh SIAM International Conference on Data Mining, 2007

Time-dependent event hierarchy construction.
Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007

Nonlinear adaptive distance metric learning for clustering.
Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007

Searching for Interacting Features.
Proceedings of the IJCAI 2007, 2007

Spectral feature selection for supervised and unsupervised learning.
Proceedings of the Machine Learning, 2007

Adaptive Distance Metric Learning for Clustering.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Predicting Future High-Cost Patients: A Real-World Risk Modeling Application.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2007

2006
Blocking objectionable web content by leveraging multiple information sources.
SIGKDD Explorations, 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

A Subspace Clustering Framework for Research Group Collaboration.
IJITWE, 2006

Acclimatizing taxonomic semantics for hierarchical content classification from semantics to data-driven taxonomy.
Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 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

A Balanced Ensemble Approach to Weighting Classifiers for Text Classification.
Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

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

Physical Topology Design for All-Optical Networks.
Proceedings of the 3rd International Conference on Broadband Communications, 2006

2005
Toward Integrating Feature Selection Algorithms for Classification and Clustering.
IEEE Trans. Knowl. Data Eng., 2005

Evolving Feature Selection.
IEEE Intelligent Systems, 2005

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

Research Paper Recommender Systems: A Subspace Clustering Approach.
Proceedings of the Advances in Web-Age Information Management, 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

Bias Analysis in Text Classification for Highly Skewed Data.
Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 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 Recognition Letters, 2004

Efficient Feature Selection via Analysis of Relevance and Redundancy.
Journal of Machine Learning Research, 2004

A selective sampling approach to active feature selection.
Artif. Intell., 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

Compact Dual Ensembles for Active Learning.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2004

Redundancy based feature selection for microarray data.
Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and 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
Fast hierarchical clustering and its validation.
Data Knowl. Eng., 2003

Consistency-based search in feature selection.
Artif. Intell., 2003

Active Feature Selection Using Classes.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2003

Efficiently handling feature redundancy in high-dimensional data.
Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 24, 2003

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

Feature Selection for High-Dimensional Data: A Fast Correlation-Based Filter Solution.
Proceedings of the Machine Learning, 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

On Issues of Instance Selection.
Data Min. Knowl. Discov., 2002

Discretization: An Enabling Technique.
Data Min. Knowl. Discov., 2002

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

Feature Selection with Selective Sampling.
Proceedings of the Machine Learning, 2002

Feature Selection for Clustering - A Filter Solution.
Proceedings of the 2002 IEEE International Conference on Data Mining (ICDM 2002), 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
Toward Multidatabase Mining: Identifying Relevant Databases.
IEEE Trans. Knowl. Data Eng., 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

Efficient Hierarchical Clustering Algorithms Using Partially Overlapping Partitions.
Proceedings of the Knowledge Discovery and Data Mining, 2001

Efficient Yet Accurate Clustering.
Proceedings of the 2001 IEEE International Conference on Data Mining, 29 November, 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

'1 + 1 > 2': Merging Distance and Density Based Clustering.
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

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

Exception Rule Mining with a Relative Interestingness Measure.
Proceedings of the Knowledge Discovery and Data Mining, 2000

Consistency Based Feature Selection.
Proceedings of the Knowledge Discovery and Data Mining, 2000

Feature Selection for Clustering.
Proceedings of the Knowledge Discovery and Data Mining, 2000

Sampling from Databases Using B+-Trees.
Proceedings of the 2000 ACM CIKM International Conference on Information and Knowledge Management, 2000

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

1999
A connectionist approach to generating oblique decision trees.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 1999

Efficient Search of Reliable Exceptions.
Proceedings of the Methodologies for Knowledge Discovery and Data Mining, 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

Handling Large Unsupervised Data via Dimensionality Reduction.
Proceedings of the 1999 ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery, 1999

Feature Selection Using Consistency Measure.
Proceedings of the Discovery Science, 1999

Mining Weak Rules.
Proceedings of the 23rd International Computer Software and Applications Conference (COMPSAC '99), 1999

1998
Guest Editors' Introduction: Feature Transformation and Subset Selection.
IEEE Intelligent Systems, 1998

Analysis of Hidden Representations by Greedy Clustering.
Connect. Sci., 1998

Incremental Feature Selection.
Appl. Intell., 1998

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

Hybrid Search of Feature Subsets.
Proceedings of the PRICAI'98, 1998

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

Identifying Relevant Databases for Multidatabase Mining.
Proceedings of the Research and Development in Knowledge Discovery and Data Mining, 1998

Fragmentation problem and automated feature construction.
Proceedings of the Tenth IEEE International Conference on Tools with Artificial Intelligence, 1998

A Monotonic Measure for Optimal Feature Selection.
Proceedings of the Machine Learning: ECML-98, 1998

Feature Transformation and Multivariate Decision Tree Induction.
Proceedings of the Discovery Science, 1998

1997
Neural-network feature selector.
IEEE Trans. Neural Networks, 1997

Feature Selection via Discretization.
IEEE Trans. Knowl. Data Eng., 1997

NeuroLinear: From neural networks to oblique decision rules.
Neurocomputing, 1997

Feature Selection for Classification.
Intell. Data Anal., 1997

NeuroLinear: A System for Extracting Oblique Decision Rules from Neural Networks.
Proceedings of the Machine Learning: ECML-97, 1997

1996
Effective Data Mining Using Neural Networks.
IEEE Trans. Knowl. Data Eng., 1996

Dimensionality reduction via discretization.
Knowl.-Based Syst., 1996

Symbolic Representation of Neural Networks.
IEEE Computer, 1996

Improving Backpropagation Learning with Feature Selection.
Appl. Intell., 1996

Feature Selection and Classification - A Probabilistic Wrapper Approach.
Proceedings of the Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, 1996

A Probabilistic Approach to Feature Selection - A Filter Solution.
Proceedings of the Machine Learning, 1996

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

NeuroRule: A Connectionist Approach to Data Mining.
Proceedings of the VLDB'95, 1995

Understanding Neural Networks via Rule Extraction.
Proceedings of the Fourteenth International Joint Conference on Artificial Intelligence, 1995

Chi2: feature selection and discretization of numeric attributes.
Proceedings of the Seventh International Conference on Tools with Artificial Intelligence, 1995

Towards Effective Classfication Rule Extraction (Abstract).
KDOOD/TDOOD, 1995

1993
Knowledge-based control of grasping in robot hands using heuristics from human motor skills.
IEEE Trans. Robotics and Automation, 1993

1989
The multi-dimensional quality of task requirements for dextrous robot hand control.
Proceedings of the 1989 IEEE International Conference on Robotics and Automation, 1989

1988
Robot hand-eye coordination: shape description and grasping.
Proceedings of the 1988 IEEE International Conference on Robotics and Automation, 1988


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