Huan Liu

According to our database1, Huan Liu authored at least 169 papers between 1988 and 2018.

Collaborative distances:

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 
Other 

Links

On csauthors.net:

Bibliography

2018
Exploiting Multilabel Information for Noise-Resilient Feature Selection.
ACM TIST, 2018

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

Exploring open information via event network.
Natural Language Engineering, 2018

Decoding Auditory Saliency from Brain Activity Patterns during Free Listening to Naturalistic Audio Excerpts.
Neuroinformatics, 2018

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

A Fast Discontinuous Galerkin Method for a Bond-Based Linear Peridynamic Model Discretized on a Locally Refined Composite Mesh.
J. Sci. Comput., 2018

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

Top-k 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.
IJEIS, 2018

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

Learning Representations of Ultrahigh-dimensional Data for Random Distance-based Outlier Detection.
CoRR, 2018

Identification of maize haploid kernels based on hyperspectral imaging technology.
Computers and Electronics in Agriculture, 2018

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

Cloud Information Retrieval: Model Description and Scheme Design.
IEEE Access, 2018

An Efficient Local Search for the Maximum Edge Weighted Clique 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

Multi-Layered Network Embedding.
Proceedings of the 2018 SIAM International Conference on Data Mining, 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

Understanding User Profiles on Social Media for Fake News Detection.
Proceedings of the IEEE 1st Conference on Multimedia Information Processing and Retrieval, 2018

Multimodal Fusion of Brain Networks with Longitudinal Couplings.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 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

Characterizing task-evoked and intrinsic functional networks from task-based fMRI data via two-stage sparse dictionary learning.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

ANOMALOUS: A Joint Modeling Approach for Anomaly Detection on Attributed Networks.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

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

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

Personalized Privacy-Preserving Social Recommendation.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

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

In Search of Coherence and Consensus: Measuring the Interpretability of Statistical Topics.
Journal of Machine Learning Research, 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.
Advances in Engineering Software, 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

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

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

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

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

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 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. Services Computing, 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

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

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

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

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. Applied Mathematics, 2013

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

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

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

2012
Realistic rendering of organ for surgery simulator.
Computers & Mathematics with Applications, 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 TIST, 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.
Intelligent Service 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.
TKDD, 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.
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

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

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

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

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

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

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 Recognition Letters, 2004

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

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
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

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

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
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

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


  Loading...