Yong Shi

According to our database1, Yong Shi authored at least 418 papers between 1992 and 2019.

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Bibliography

2019
Navigation Simulation of a Mecanum Wheel Mobile Robot Based on an Improved A* Algorithm in Unity3D.
Sensors, 2019

High Temporal Resolution Monitoring of Suspended Matter Changes from GOCI Measurements in Lake Taihu.
Remote Sensing, 2019

Diffusion network embedding.
Pattern Recognition, 2019

Constrained matrix factorization for semi-weakly learning with label proportions.
Pattern Recognition, 2019

Feature selection with MCP $$^2$$ 2 regularization.
Neural Computing and Applications, 2019

Learning from label proportions with pinball loss.
Int. J. Machine Learning & Cybernetics, 2019

Fast kernel extreme learning machine for ordinal regression.
Knowl.-Based Syst., 2019

A neural translating general hyperplane for knowledge graph embedding.
J. Comput. Science, 2019

Science at the intersection of data, modelling, and computation.
J. Comput. Science, 2019

Concurrent concept-cognitive learning model for classification.
Inf. Sci., 2019

Survey on Classic and Latest Textual Sentiment Analysis Articles and Techniques.
International Journal of Information Technology and Decision Making, 2019

Short-Term Travel Time Prediction: A Spatiotemporal Deep Learning Approach.
International Journal of Information Technology and Decision Making, 2019

Public blockchain evaluation using entropy and TOPSIS.
Expert Syst. Appl., 2019

s-LWSR: Super Lightweight Super-Resolution Network.
CoRR, 2019

Learning from Label Proportions with Generative Adversarial Networks.
CoRR, 2019

A new approach of integrating piecewise linear representation and weighted support vector machine for forecasting stock turning points.
Appl. Soft Comput., 2019

Learning Robust Auto-Encoders With Regularizer for Linearity and Sparsity.
IEEE Access, 2019

A Brief Review of Receptive Fields in Graph Convolutional Networks.
Proceedings of the 2019 IEEE/WIC/ACM International Conference on Web Intelligence, 2019

A Brief Survey of Relation Extraction Based on Distant Supervision.
Proceedings of the Computational Science - ICCS 2019, 2019

An Attempt at Improving Density-based Clustering Algorithms.
Proceedings of the 2019 ACM Southeast Conference, 2019

2018
An interview with Professor Raj Reddy on Web Intelligence (WI) and Computational Social Science (CSS).
Web Intelligence, 2018

Feature Selection With ℓ2, 1-2 Regularization.
IEEE Trans. Neural Netw. Learning Syst., 2018

Adaboost-LLP: A Boosting Method for Learning With Label Proportions.
IEEE Trans. Neural Netw. Learning Syst., 2018

Enhance the Performance of Network Computation by a Tunable Weighting Strategy.
IEEE Trans. Emerging Topics in Comput. Intellig., 2018

Large-scale linear nonparallel SVMs.
Soft Comput., 2018

Malicious Domain Name Detection Based on Extreme Machine Learning.
Neural Processing Letters, 2018

Learning from label proportions on high-dimensional data.
Neural Networks, 2018

DWWP: Domain-specific new words detection and word propagation system for sentiment analysis in the tourism domain.
Knowl.-Based Syst., 2018

Sparse feature kernel multi-criteria linear programming classifier.
Neurocomputing, 2018

In Memoriam Siwei Cheng and the First International "Siwei Cheng Award" for Venture Capital Research.
International Journal of Information Technology and Decision Making, 2018

In Memoriam of Thomas Saaty.
International Journal of Information Technology and Decision Making, 2018

Modeling and solving simultaneous delivery and pick-up problem with stochastic travel and service times in home health care.
Expert Syst. Appl., 2018

A Novel Large-scale Ordinal Regression Model.
CoRR, 2018

IDSGAN: Generative Adversarial Networks for Attack Generation against Intrusion Detection.
CoRR, 2018

Research on Artificial Intelligence Ethics Based on the Evolution of Population Knowledge Base.
CoRR, 2018

Diffusion Based Network Embedding.
CoRR, 2018

Analysis of the Relation between Artificial Intelligence and the Internet from the Perspective of Brain Science.
CoRR, 2018

A generalized concept-cognitive learning: A machine learning viewpoint.
CoRR, 2018

Inverse Convolutional Neural Networks for Learning from Label Proportions.
Proceedings of the 2018 IEEE/WIC/ACM International Conference on Web Intelligence, 2018

The Applications of Stochastic Models in Network Embedding: A Survey.
Proceedings of the 2018 IEEE/WIC/ACM International Conference on Web Intelligence, 2018

Multi-view Collective Tensor Decomposition for Cross-modal Hashing.
Proceedings of the 2018 ACM on International Conference on Multimedia Retrieval, 2018

Character-Level Intrusion Detection Based On Convolutional Neural Networks.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Research on Artificial Intelligence Ethics Based on the Evolution of Population Knowledge Base.
Proceedings of the Intelligence Science II, 2018

Multi-View Fusion Through Cross-Modal Retrieval.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Intrinsic or Extrinsic Evaluation: An Overview of Word Embedding Evaluation.
Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018

A Survey on Semantic Segmentation.
Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018

Word Similarity Fails in Multiple Sense Word Embedding.
Proceedings of the Computational Science - ICCS 2018, 2018

A Novel Data Mining Approach Towards Human Resource Performance Appraisal.
Proceedings of the Computational Science - ICCS 2018, 2018

Deep Streaming Graph Representations.
Proceedings of the Computational Science - ICCS 2018, 2018

City Brain, a New Architecture of Smart City Based on the Internet Brain.
Proceedings of the 22nd IEEE International Conference on Computer Supported Cooperative Work in Design, 2018

2017
Nonparallel Support Vector Ordinal Regression.
IEEE Trans. Cybernetics, 2017

A novel clustering-based image segmentation via density peaks algorithm with mid-level feature.
Neural Computing and Applications, 2017

Learning with label proportions based on nonparallel support vector machines.
Knowl.-Based Syst., 2017

Ramp loss K-Support Vector Classification-Regression; a robust and sparse multi-class approach to the intrusion detection problem.
Knowl.-Based Syst., 2017

Delivery efficiency and supplier performance evaluation in China's E-retailing industry.
J. Systems Science & Complexity, 2017

Editorial: To Honor Our Mentor and Friend, Professor L. A. Zadeh.
International Journal of Information Technology and Decision Making, 2017

Thinking and Modeling for Big Data from the Perspective of the I Ching.
International Journal of Information Technology and Decision Making, 2017

Localization of multiple jamming attackers in vehicular ad hoc network.
IJDSN, 2017

A hybrid genetic algorithm for a home health care routing problem with time window and fuzzy demand.
Expert Syst. Appl., 2017

Three IQs of AI Systems and their Testing Methods.
CoRR, 2017

Intelligence Quotient and Intelligence Grade of Artificial Intelligence.
CoRR, 2017

A study on error correction of multiple criteria and multiple constraint levels linear programming based classification.
Proceedings of the International Conference on Web Intelligence, 2017

Augmented SVM with ordinal partitioning for text classification.
Proceedings of the International Conference on Web Intelligence, 2017

Analysis of Shearlet Coefficients Based on Alpha Stable Distribution.
Proceedings of the 2017 IEEE International Conference on Smart Cloud, 2017

Indoor RSSI Trilateral Algorithm Considering Piecewise and Space-Scene.
Proceedings of the 2017 IEEE International Conference on Smart Cloud, 2017

The Tourism-Specific Sentiment Vector Construction Based on Kernel Optimization Function.
Proceedings of the 5th International Conference on Information Technology and Quantitative Management, 2017

Application of Design of Experiment Method for Sports Results Prediction.
Proceedings of the 5th International Conference on Information Technology and Quantitative Management, 2017

Analysis of the Relation between Artificial Intelligence and the Internet from the Perspective of Brain Science.
Proceedings of the 5th International Conference on Information Technology and Quantitative Management, 2017

Harmonic generation for renewable energy converter test.
Proceedings of the IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society, Beijing, China, October 29, 2017

A Fuzzy Chance-constraint Programming Model for a Home Health Care Routing Problem with Fuzzy Demand.
Proceedings of the 6th International Conference on Operations Research and Enterprise Systems, 2017

A Feasible Direction Method for Optimization Problem with Orthogonal Constraint in Feature Selection.
Proceedings of the 2017 IEEE International Conference on Data Mining Workshops, 2017

Hands-On Learning for Computer Network Security with Mobile Devices.
Proceedings of the 26th International Conference on Computer Communication and Networks, 2017

Large-scale Nonparallel Support Vector Ordinal Regression Solver.
Proceedings of the International Conference on Computational Science, 2017

Improved New Word Detection Method Used in Tourism Field.
Proceedings of the International Conference on Computational Science, 2017

Inverse extreme learning machine for learning with label proportions.
Proceedings of the 2017 IEEE International Conference on Big Data, BigData 2017, 2017

A fuzzy decision tree approach based on data distribution construction.
Proceedings of the Australasian Computer Science Week Multiconference, 2017

2016
Advertisement clicking prediction by using multiple criteria mathematical programming.
World Wide Web, 2016

Optimal Demand Contracting Strategy Under Uncertainty and Its Implication for Advanced Pricing.
IEEE Trans. Smart Grid, 2016

Fast and Accurate Mining the Community Structure: Integrating Center Locating and Membership Optimization.
IEEE Trans. Knowl. Data Eng., 2016

Automatic Road Crack Detection Using Random Structured Forests.
IEEE Trans. Intelligent Transportation Systems, 2016

A divide-and-combine method for large scale nonparallel support vector machines.
Neural Networks, 2016

Ramp loss least squares support vector machine.
J. Comput. Science, 2016

An effective intrusion detection framework based on MCLP/SVM optimized by time-varying chaos particle swarm optimization.
Neurocomputing, 2016

Guest Editor's Introduction.
International Journal of Information Technology and Decision Making, 2016

Scale, congestion, efficiency and effectiveness in e-commerce firms.
Electronic Commerce Research and Applications, 2016

Scale Expansion and Operations Inefficiency in Pure E-commerce Firms.
Proceedings of the 2016 IEEE/WIC/ACM International Conference on Web Intelligence, 2016

Robust Unsupervised Feature Learning from Time-Series.
Proceedings of the 2016 IEEE/WIC/ACM International Conference on Web Intelligence, 2016

A hybrid analysis for mobile security threat detection.
Proceedings of the IEEE 7th Annual Ubiquitous Computing, 2016

An Open and Portable Platform for Learning Data Security in Mobile Cloud Computing.
Proceedings of the 17th Annual Conference on Information Technology Education and the 5th Annual Conference on Research in Information Technology, 2016

Laplacian SVM for Learning from Label Proportions.
Proceedings of the IEEE International Conference on Data Mining Workshops, 2016

Ramp Loss Linear Programming Nonparallel Support Vector Machine.
Proceedings of the International Conference on Computational Science 2016, 2016

MongoDB NoSQL Injection Analysis and Detection.
Proceedings of the 3rd IEEE International Conference on Cyber Security and Cloud Computing, 2016

Teaching Secure Cloud Computing Concepts with Open Source CloudSim Environment.
Proceedings of the 40th IEEE Annual Computer Software and Applications Conference, 2016

2015
Successive Overrelaxation for Laplacian Support Vector Machine.
IEEE Trans. Neural Netw. Learning Syst., 2015

Ramp loss nonparallel support vector machine for pattern classification.
Knowl.-Based Syst., 2015

Node-coupling clustering approaches for link prediction.
Knowl.-Based Syst., 2015

World Search Engine IQ Test Based on the Internet IQ Evaluation Algorithms.
International Journal of Information Technology and Decision Making, 2015

Kernel based simple regularized multiple criteria linear program for binary classification and regression.
Intell. Data Anal., 2015

A Study on Artificial Intelligence IQ and Standard Intelligent Model.
CoRR, 2015

Quantitative Analysis of Whether Machine Intelligence Can Surpass Human Intelligence.
CoRR, 2015

Analysis on Marketing Ability and Financial Performance in Internet Company.
Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, 2015

Fabrication and characterization of Barium Titanate nanofibers.
Proceedings of the 10th IEEE International Conference on Nano/Micro Engineered and Molecular Systems, 2015

Text Clustering Based on a Divide and Merge Strategy.
Proceedings of the Third International Conference on Information Technology and Quantitative Management, 2015

Establishment of China Information Technology Outsourcing Early Warning Index Based on SVR.
Proceedings of the Third International Conference on Information Technology and Quantitative Management, 2015

Search Engine Marketing, Financing Ability and Firm Performance in E-commerce.
Proceedings of the Third International Conference on Information Technology and Quantitative Management, 2015

Personalized Financial News Recommendation Algorithm Based on Ontology.
Proceedings of the Third International Conference on Information Technology and Quantitative Management, 2015

On Pass-through of RMB Exchange Rate to Prices of Different Industries.
Proceedings of the Third International Conference on Information Technology and Quantitative Management, 2015

Exploring Data Science in IT and Quantitative Management: Preface for ITQM 2015.
Proceedings of the Third International Conference on Information Technology and Quantitative Management, 2015

Image Segmentation via Improving Clustering Algorithms with Density and Distance.
Proceedings of the Third International Conference on Information Technology and Quantitative Management, 2015

A New Intrusion Detection Approach Using PSO based Multiple Criteria Linear Programming.
Proceedings of the Third International Conference on Information Technology and Quantitative Management, 2015

An Algebra Description for Hard Clustering.
Proceedings of the Data Science - Second International Conference, 2015

Homeomorphism Between Fuzzy Number Space and the Space of Bounded Functions with Same Monotonicity on [-1, 1].
Proceedings of the Data Science - Second International Conference, 2015

Supervised Object Boundary Detection Based on Structured Forests.
Proceedings of the Data Science - Second International Conference, 2015

Pavement Distress Detection Using Random Decision Forests.
Proceedings of the Data Science - Second International Conference, 2015

Large-Scale Linear Support Vector Ordinal Regression Solver.
Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

Alternating Direction Method of Multipliers for Nonparallel Support Vector Machines.
Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

Pedestrian Detection Using Privileged Information.
Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

2014
Nonparallel Support Vector Machines for Pattern Classification.
IEEE Trans. Cybernetics, 2014

Self-Universum support vector machine.
Personal and Ubiquitous Computing, 2014

Regularized multiple-criteria linear programming with universum and its application.
Neural Computing and Applications, 2014

Further Discussions on Induced Bias Matrix Model for the Pair-Wise Comparison Matrix.
J. Optimization Theory and Applications, 2014

Special Issue on ICCS 2012.
J. Comput. Science, 2014

A nonparallel support vector machine for a classification problem with universum learning.
J. Computational Applied Mathematics, 2014

A new classification model using privileged information and its application.
Neurocomputing, 2014

Customer Churn Prediction Based on Feature Clustering and Nonparallel Support Vector Machine.
International Journal of Information Technology and Decision Making, 2014

Credit risk evaluation using multi-criteria optimization classifier with kernel, fuzzification and penalty factors.
European Journal of Operational Research, 2014

Analytic network process in risk assessment and decision analysis.
Computers & OR, 2014

Intelligent Knowledge Beyond Data Mining: Influences of Habitual Domains.
CAIS, 2014

Multi-criteria optimization classifier using fuzzification, kernel and penalty factors for predicting protein interaction hot spots.
Appl. Soft Comput., 2014

A multi-instance learning algorithm based on nonparallel classifier.
Applied Mathematics and Computation, 2014

A First-Order Decomposition Algorithm for Training Bound-Constrained Support Vector Machines.
Proceedings of the 2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT), Warsaw, Poland, August 11-14, 2014, 2014

Parallel Regularized Multiple-criteria Linear Programming.
Proceedings of the Second International Conference on Information Technology and Quantitative Management, 2014

The Search Engine IQ Test based on the Internet IQ Evaluation Algorithm.
Proceedings of the Second International Conference on Information Technology and Quantitative Management, 2014

Prediction of Customer Attrition of Commercial Banks based on SVM Model.
Proceedings of the Second International Conference on Information Technology and Quantitative Management, 2014

Incorporating Community Detection and Clustering Techniques into Collaborative Filtering Model.
Proceedings of the Second International Conference on Information Technology and Quantitative Management, 2014

A Method based on One-class SVM for News Recommendation.
Proceedings of the Second International Conference on Information Technology and Quantitative Management, 2014

IT Development, Big Data and Quantitative Management: Preface for ITQM 2014.
Proceedings of the Second International Conference on Information Technology and Quantitative Management, 2014

Active Learning with Nonparallel Support Vector Machine for Binary Classification.
Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014

Misclassification Minimization Based on Multiple Criteria Linear Programming.
Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014

A Hierarchy Method Based on LDA and SVM for News Classification.
Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014

Measuring and Predicting Systemic Risk in the Chinese Banking System.
Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014

Historical Claims Data based Hybrid Predictive Models for Hospitalization.
Proceedings of the International Conference on Computational Science, 2014

Structure and Operation Mechanism of Internet Virtual Brain.
Proceedings of the 14th IEEE International Conference on Computer and Information Technology, 2014

2013
Parallel data mining techniques on Graphics Processing Unit with Compute Unified Device Architecture (CUDA).
The Journal of Supercomputing, 2013

The analytic hierarchy process: task scheduling and resource allocation in cloud computing environment.
The Journal of Supercomputing, 2013

Fast Video Shot Boundary Detection Based on SVD and Pattern Matching.
IEEE Trans. Image Processing, 2013

Robust twin support vector machine for pattern classification.
Pattern Recognition, 2013

Multi-instance classification based on regularized multiple criteria linear programming.
Neural Computing and Applications, 2013

Efficient railway tracks detection and turnouts recognition method using HOG features.
Neural Computing and Applications, 2013

Structural twin support vector machine for classification.
Knowl.-Based Syst., 2013

Towards Analyzing Data to Find Nearest Neighbors.
I. J. Comput. Appl., 2013

Extending twin support vector machine classifier for multi-category classification problems.
Intell. Data Anal., 2013

Two-stage hybrid feature selection algorithms for diagnosing erythemato-squamous diseases.
Health Inf. Sci. Syst., 2013

Spatial distance join based feature selection.
Eng. Appl. of AI, 2013

Efficient sparse least squares support vector machines for pattern classification.
Computers & Mathematics with Applications, 2013

Feature Selection with Attributes Clustering by Maximal Information Coefficient.
Proceedings of the First International Conference on Information Technology and Quantitative Management, 2013

Scene Image Mosaic Based on Three Freedom Degree.
Proceedings of the First International Conference on Information Technology and Quantitative Management, 2013

The Role of Text Pre-processing in Sentiment Analysis.
Proceedings of the First International Conference on Information Technology and Quantitative Management, 2013

Similarity Search Problem Research on Multi-dimensional Data Sets.
Proceedings of the Tenth International Conference on Information Technology: New Generations, 2013

How to Improve the Quality of Pedestrian Detection Using the Priori Knowledge.
Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013

The Application of Multiple Criteria Linear Programming in Advertisement Clicking Events Prediction.
Proceedings of the International Conference on Computational Science, 2013

Cost-Sensitive Support Vector Machine for Semi-Supervised Learning.
Proceedings of the International Conference on Computational Science, 2013

A Simple Regularized Multiple Criteria Linear Programs for Binary Classification.
Proceedings of the International Conference on Computational Science, 2013

Sectoral Diversification and the Banks' Return and Risk: Evidence from Chinese Listed Commercial Banks.
Proceedings of the International Conference on Computational Science, 2013

Kernel Based Simple Regularized Multiple Criteria Linear Programs for Binary Classification.
Proceedings of the 2013 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology, 2013

A New Scheme for Indirect Trust Calculation to Resist Bigmouth Attack in Wireless Ad Hoc Network.
Proceedings of the 16th IEEE International Conference on Computational Science and Engineering, 2013

2012
Domain Knowledge Based Personalized Recommendation Model and Its Application in Cross-selling.
Proceedings of the International Conference on Computational Science, 2012

A Modified Clustering Method Based on Self-Organizing Maps and Its Applications.
Proceedings of the International Conference on Computational Science, 2012

An Improvement of Choosing Map-join Candidates in Hive.
Proceedings of the International Conference on Computational Science, 2012

Regularized Multiple Criteria Linear Programming via Linear Programming.
Proceedings of the International Conference on Computational Science, 2012

Multicriteria Decision Making Approach for Cluster Validation.
Proceedings of the International Conference on Computational Science, 2012

Entity Disambiguation with Textual and Connection Information.
Proceedings of the International Conference on Computational Science, 2012

The Analysis of Peasant Household's Credit Behavior.
Proceedings of the International Conference on Computational Science, 2012

Empowering Science through Computing, Preface for ICCS 2012.
Proceedings of the International Conference on Computational Science, 2012

Twin support vector machine with Universum data.
Neural Networks, 2012

Laplacian twin support vector machine for semi-supervised classification.
Neural Networks, 2012

Training the max-margin sequence model with the relaxed slack variables.
Neural Networks, 2012

Distributed data possession checking for securing multiple replicas in geographically-dispersed clouds.
J. Comput. Syst. Sci., 2012

Data mining for software trustworthiness.
Inf. Sci., 2012

A framework for application-driven classification of data streams.
Neurocomputing, 2012

Editor's Introduction - Special Issue: 10th Anniversary of Ijitdm.
International Journal of Information Technology and Decision Making, 2012

Editor's Introduction.
International Journal of Information Technology and Decision Making, 2012

A Conceptual Snapshot of the First Decade (2002-2011) of the International Journal of Information Technology & Decision Making.
International Journal of Information Technology and Decision Making, 2012

Evaluation of Classification Algorithms Using MCDM and Rank Correlation.
International Journal of Information Technology and Decision Making, 2012

A non-linear multi-regression model based on the Choquet integral with a quadratic core.
IJGCRSIS, 2012

Editorial: Multiple criteria decision making and operations research.
Annals OR, 2012

China's national personal credit scoring system: a real-life intelligent knowledge application.
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

An Approach to Reshaping Clusters for Nearest Neighbor Search.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2012, 2012

Regular Multiple Criteria Linear Programming for Semi-supervised Classification.
Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012

Empirical Research on the Total Factor Productivity of Chinese Software Companies.
Proceedings of the 2012 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology, 2012

A Simple and Fast Multi-instance Classification via Support Vector Machine.
Proceedings of the 2012 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology, 2012

Database Keyword Search: A Perspective from Optimization.
Proceedings of the 2012 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology, 2012

Learning Using Privileged Information with L-1 Support Vector Machine.
Proceedings of the 2012 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology, 2012

Modeling Return Rate Correlation between Shanghai and Shenzhen Stock Markets Using Copula Function.
Proceedings of the 2012 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology, 2012

Novel Hybrid Feature Selection Algorithms for Diagnosing Erythemato-Squamous Diseases.
Proceedings of the Health Information Science - First International Conference, 2012

Efficient sparse least squares support vector machines for pattern classification.
Proceedings of the 9th International Conference on Fuzzy Systems and Knowledge Discovery, 2012

A Similarity Search Approach to Solving the Multi-query Problems.
Proceedings of the 2012 IEEE/ACIS 11th International Conference on Computer and Information Science, Shanghai, China, May 30, 2012

2011
Optimization Based Data Mining: Theory and Applications.
Advanced Information and Knowledge Processing, Springer, ISBN: 978-0-85729-504-0, 2011

A conversation with Dr. Yong Shi.
SIGKDD Explorations, 2011

AUC Maximizing Support Vector Machines with Feature Selection.
Proceedings of the International Conference on Computational Science, 2011

Second-order Mining for Active Collaborative Filtering.
Proceedings of the International Conference on Computational Science, 2011

Modelling the mitigation impact of insurance in Operational Risk management.
Proceedings of the International Conference on Computational Science, 2011

COID: A cluster-outlier iterative detection approach to multi-dimensional data analysis.
Knowl. Inf. Syst., 2011

Finding Clusters and Outliers for Data Sets with Constraints.
J. Intelligent Systems, 2011

Decision Rule Extraction for Regularized Multiple Criteria Linear Programming Model.
IJDWM, 2011

A group of knowledge-incorporated multiple criteria linear programming classifiers.
J. Computational Applied Mathematics, 2011

Ensemble of Software Defect Predictors: an AHP-Based Evaluation Method.
International Journal of Information Technology and Decision Making, 2011

A Fuzzy Linear Programming-Based Classification Method.
International Journal of Information Technology and Decision Making, 2011

Credit risk evaluation with kernel-based affine subspace nearest points learning method.
Expert Syst. Appl., 2011

Credit card churn forecasting by logistic regression and decision tree.
Expert Syst. Appl., 2011

A weighted Lq adaptive least squares support vector machine classifiers - Robust and sparse approximation.
Expert Syst. Appl., 2011

Multiple-kernel SVM based multiple-task oriented data mining system for gene expression data analysis.
Expert Syst. Appl., 2011

A simple method to improve the consistency ratio of the pair-wise comparison matrix in ANP.
European Journal of Operational Research, 2011

Robust ensemble learning for mining noisy data streams.
Decision Support Systems, 2011

Multiple criteria decision making and decision support systems - Guest editor's introduction.
Decision Support Systems, 2011

Rigorous assessment and integration of the sequence and structure based features to predict hot spots.
BMC Bioinformatics, 2011

An empirical study of classification algorithm evaluation for financial risk prediction.
Appl. Soft Comput., 2011

A magnetic thin film microrobot with two operating modes.
Proceedings of the IEEE International Conference on Robotics and Automation, 2011

Classification for Orange Varieties Using Near Infrared Spectroscopy.
Proceedings of the Data Mining Workshops (ICDMW), 2011

Entity Resolution with Attribute and Connection Graph.
Proceedings of the Data Mining Workshops (ICDMW), 2011

Post Mining of Multiple Criteria Linear Programming Classification Model for Actionable Knowledge in Credit Card Churning Management.
Proceedings of the Data Mining Workshops (ICDMW), 2011

A Fuzzy Clustering Algorithm for Petroleum Data.
Proceedings of the 2011 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, 2011

MSSVM: A Modular Solver for Support Vector Machines.
Proceedings of the 2011 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, 2011

Domain Driven Two-Phase Feature Selection Method Based on Bhattacharyya Distance and Kernel Distance Measurements.
Proceedings of the 2011 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, 2011

Study on human-simulated intelligence elevator controller - Based on SCM.
Proceedings of the International Conference on Electronic and Mechanical Engineering and Information Technology, 2011

2010
Multiple criteria programming models for VIP E-Mail behavior analysis.
Web Intelligence and Agent Systems, 2010

Active Learning From Stream Data Using Optimal Weight Classifier Ensemble.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2010

Domain-Driven Classification Based on Multiple Criteria and Multiple Constraint-Level Programming for Intelligent Credit Scoring.
IEEE Trans. Knowl. Data Eng., 2010

Credit risk evaluation by using nearest subspace method.
Proceedings of the International Conference on Computational Science, 2010

Knowledge extraction from multiple criteria linear programming classification approach.
Proceedings of the International Conference on Computational Science, 2010

The strategic asset allocation optimization model of sovereign wealth funds based on maximum CRRA utility & minimum VAR.
Proceedings of the International Conference on Computational Science, 2010

A new training method for sequence data.
Proceedings of the International Conference on Computational Science, 2010

Multiple criteria optimization-based data mining methods and applications: a systematic survey.
Knowl. Inf. Syst., 2010

Kernel subclass convex hull sample selection method for SVM on face recognition.
Neurocomputing, 2010

Robust state estimation for discrete-time stochastic neural networks with probabilistic measurement delays.
Neurocomputing, 2010

The Research Trend of Information Technology and Decision Making in 2009.
International Journal of Information Technology and Decision Making, 2010

High Utility Itemsets Mining.
International Journal of Information Technology and Decision Making, 2010

A Dimension Reduction Approach Using Shrinking for Multi-Dimensional Data Analysis.
IJIIP, 2010

Mining intelligent knowledge from a two-phase association rules mining.
IJDMMM, 2010

A multi-view approach to cDNA micro-array analysis.
I. J. Computational Biology and Drug Design, 2010

A trusted computing environment model in cloud architecture.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2010

Subspace Distance-Based Sampling Method for SVM.
Proceedings of the ICDMW 2010, 2010

Semi-supervised PLSA for Document Clustering.
Proceedings of the ICDMW 2010, 2010

Find Intelligent Knowledge by Second-Order Mining: Three Cases from China.
Proceedings of the ICDMW 2010, 2010

The Domain Knowledge Driven Intelligent Data Auditing Model.
Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology - Workshops, Toronto, Canada, August 31, 2010

A Knowledge Discovery Case Study of Software Quality Prediction: ISBSG Database.
Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology - Workshops, Toronto, Canada, August 31, 2010

Predicting Credit Card Holder Churn in Banks of China Using Data Mining and MCDM.
Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology - Workshops, Toronto, Canada, August 31, 2010

Using Projection Gradient Method to Train Linear Support Vector Machines.
Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology - Workshops, Toronto, Canada, August 31, 2010

A Nonlinear Multiregression Model Based on the Choquet Integral with a Quadratic Core.
Proceedings of the 2010 IEEE International Conference on Granular Computing, 2010

Analysis to the Contributions from Feature Attributes in Nonlinear Classification Based on the Choquet Integral.
Proceedings of the 2010 IEEE International Conference on Granular Computing, 2010

Improving the Ability of Mining for Multi-dimensional Data.
Proceedings of the Database Theory and Application, Bio-Science and Bio-Technology, 2010

A Dimension-wise Algorithm for Multi-dimensional Data.
Proceedings of The 2010 International Conference on Data Mining, 2010

Inter-dimensional fuzzy clustering.
Proceedings of the 48th Annual Southeast Regional Conference, 2010

Obstacle clustering and outlier detection.
Proceedings of the 48th Annual Southeast Regional Conference, 2010

Towards improving subspace data analysis.
Proceedings of the 48th Annual Southeast Regional Conference, 2010

Towards improving a similarity search approach.
Proceedings of the 48th Annual Southeast Regional Conference, 2010

2009
Multiple Criteria Optimization in Data Mining.
Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

Multiple criteria mathematical programming for multi-class classification and application in network intrusion detection.
Inf. Sci., 2009

Current Research Trend: Information Technology and Decision Making in 2008.
International Journal of Information Technology and Decision Making, 2009

A class of classification and regression methods by multiobjective programming.
Frontiers Comput. Sci. China, 2009

A rough set-based multiple criteria linear programming approach for the medical diagnosis and prognosis.
Expert Syst. Appl., 2009

Decision analysis of data mining project based on Bayesian risk.
Expert Syst. Appl., 2009

Several multi-criteria programming methods for classification.
Computers & OR, 2009

Regularized multiple criteria linear programs for classification.
Science in China Series F: Information Sciences, 2009

An Aggregate Ensemble for Mining Concept Drifting Data Streams with Noise.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2009

High sensitivity, low operational temperature ITO nano gas sensor with integrated circuits.
Proceedings of the 4th IEEE International Conference on Nano/Micro Engineered and Molecular Systems, 2009

Optimization of Intelligent Compactness Control Rule of Vibratory Roller Based on Genetic Algorithm Method.
Proceedings of the International Conference on Networked Computing and Advanced Information Management, 2009

A Study on Identifying Essential Hyperplanes for Constructing a Multiclass Classification Model.
Proceedings of the International Conference on Networked Computing and Advanced Information Management, 2009

Research Challenges and Solutions for the Knowledge Overload with Data Mining.
Proceedings of the First IITA International Joint Conference on Artificial Intelligence, 2009

A New Kernel-Based Classification Algorithm.
Proceedings of the ICDM 2009, 2009

Nearest Neighbor Convex Hull Classification Method for Face Recognition.
Proceedings of the Computational Science, 2009

Kernel Based Regularized Multiple Criteria Linear Programming Model.
Proceedings of the Computational Science, 2009

Bias-Variance Analysis for Ensembling Regularized Multiple Criteria Linear Programming Models.
Proceedings of the Computational Science, 2009

The Measurement of Distinguishing Ability of Classification in Data Mining Model and Its Statistical Significance.
Proceedings of the Computational Science, 2009

Multiple Criteria Quadratic Programming for Financial Distress Prediction of the Listed Manufacturing Companies.
Proceedings of the Computational Science, 2009

Chairs' Introduction to Workshop on Computational Finance and Business Intelligence.
Proceedings of the Computational Science, 2009

Knowledge-Rich Data Mining in Financial Risk Detection.
Proceedings of the Computational Science, 2009

Finding the Hidden Pattern of Credit Card Holder's Churn: A Case of China.
Proceedings of the Computational Science, 2009

Improved divided difference filter based on Newton-Raphson method for target tracking.
Proceedings of the 12th International Conference on Information Fusion, 2009

Adaptive UKF for target tracking with unknown process noise statistics.
Proceedings of the 12th International Conference on Information Fusion, 2009

A Fuzzy Index Structure for Multi-Dimensional Data.
Proceedings of The 2009 International Conference on Data Mining, 2009

A Way to Implement Intelligent Knowledge Push in Knowledge Management System.
Proceedings of the Second International Joint Conference on Computational Sciences and Optimization, 2009

Personal Financial Market Segmentation Based on Clustering Ensembles.
Proceedings of the CSIE 2009, 2009 WRI World Congress on Computer Science and Information Engineering, March 31, 2009

A New Classification Method for PCA-Based Face Recognition.
Proceedings of the Business Intelligence: Artificial Intelligence in Business, 2009

Transfer Knowledge via Relational K-Means Method.
Proceedings of the Business Intelligence: Artificial Intelligence in Business, 2009

A Survey of Interestingness Measures for Association Rules.
Proceedings of the Business Intelligence: Artificial Intelligence in Business, 2009

A New Research Field: Intelligent Knowledge Management.
Proceedings of the Business Intelligence: Artificial Intelligence in Business, 2009

The Pareto-Frontier Solution to the MultiProject & Multiple Item Stochastic Chance-Constrained Investment Combination.
Proceedings of the Business Intelligence: Artificial Intelligence in Business, 2009

A dynamic insertion approach for multi-dimensional data using index structures.
Proceedings of the 47th Annual Southeast Regional Conference, 2009

Towards solving similarity search problems using fuzzy concept for multi-dimensional data.
Proceedings of the 47th Annual Southeast Regional Conference, 2009

2008
Privacy-Preserving Data Mining for Medical Data: Application of Data Partition Methods.
Proceedings of the Communications and Discoveries from Multidisciplinary Data, 2008

A Framework of Knowledge Management Platform for Middle and Small Business.
Proceedings of the Communications and Discoveries from Multidisciplinary Data, 2008

Research on Evaluation Model of Organisational Knowledge Assets.
JIKM, 2008

Global and Local (Glocal) Bagging Approach for Classifying Noisy Dataset.
Int. J. Software and Informatics, 2008

A Geometrical Method on Multidimensional Dynamic Credit Evaluation.
International Journal of Information Technology and Decision Making, 2008

A Descriptive Framework for the Field of Data Mining and Knowledge Discovery.
International Journal of Information Technology and Decision Making, 2008

A Multi-criteria Convex Quadratic Programming model for credit data analysis.
Decision Support Systems, 2008

MCLP-based methods for improving "Bad" catching rate in credit cardholder behavior analysis.
Appl. Soft Comput., 2008

Detecting Clusters and Outliers for Multi-dimensional Data.
Proceedings of the 2008 International Conference on Multimedia and Ubiquitous Engineering (MUE 2008), 2008

Multiple Criteria Nonlinear Programming Classification with the Non-additive Measure.
Proceedings of the Multiple Criteria Decision Making for Sustainable Energy and Transportation Systems, 2008

Categorizing and mining concept drifting data streams.
Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008

An empirical study of supervised learning for biological sequence profiling and microarray expression data analysis.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2008

Adaptive on-line registration algorithm based on GLR.
Proceedings of the International Joint Conference on Neural Networks, 2008

An Approximate Query Processing Method Based on Data Correlation in Sensor Networks.
Proceedings of the International Conference on Embedded Software and Systems, 2008

Cleansing Noisy Data Streams.
Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

A Selection Method of ETF's Credit Risk Evaluation Indicators.
Proceedings of the Computational Science, 2008

Select Representative Samples for Regularized Multiple-Criteria Linear Programming Classification.
Proceedings of the Computational Science, 2008

A Rough Set-Based Multiple Criteria Linear Programming Approach for Classification.
Proceedings of the Computational Science, 2008

An Optimization-Based Classification Approach with the Non-additive Measure.
Proceedings of the Computational Science, 2008

Workshop on Computational Finance and Business Intelligence.
Proceedings of the Computational Science, 2008

Multiple Criteria Mathematical Programming and Data Mining.
Proceedings of the Computational Science, 2008

Bound for the L2 Norm of Random Matrix and Succinct Matrix Approximation.
Proceedings of the Computational Science, 2008

A Bias-Variance Analysis of Multiple Criteria Linear Programming Classification Ensembles.
Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2008

Using k-Interactive Measure in Optimization-Based Data Mining.
Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2008

PanKNN: A Dimension-wise Approach to Similarity Search Problems.
Proceedings of The 2008 International Conference on Data Mining, 2008

Towards Iteratively Analyzing the Distribution of Multi-Dimensional Data.
Proceedings of The 2008 International Conference on Data Mining, 2008

Towards Solving Dimension Reduction Problems for Multi-Dimensional Data.
Proceedings of The 2008 International Conference on Data Mining, 2008

An Effective Feature Selection Method Using the Contribution Likelihood Ratio of Attributes for Classification.
Proceedings of the Advanced Web and NetworkTechnologies, and Applications, 2008

A Family of Optimization Based Data Mining Methods.
Proceedings of the Progress in WWW Research and Development, 2008

FuzzyShrinking: improving shrinking-based data mining algorithms using fuzzy concept for multi-dimensional data.
Proceedings of the 46th Annual Southeast Regional Conference, 2008

SubCOID: an attempt to explore cluster-outlier iterative detection approach to multi-dimensional data analysis in subspace.
Proceedings of the 46th Annual Southeast Regional Conference, 2008

2007
Predicting the distance between antibody's interface residue and antigen to recognize antigen types by support vector machine.
Neural Computing and Applications, 2007

Developing Mining-Grid Centric E-Finance Portals for Risk Management and Decision Making.
IJPRAI, 2007

Comparison study of two kernel-based learning algorithms for predicting the distance range between antibody interface residues and antigen surface.
Int. J. Comput. Math., 2007

Data Mining Consulting Improve Data Quality.
Data Science Journal, 2007

Privacy-Preserving Data Mining of Medical Data Using Data Separation-Based Techniques.
Data Science Journal, 2007

A multi-dimensional forward selection method for firms' credit sale.
Computers & Mathematics with Applications, 2007

The Study on Software Optimization Technology of Remote Sensing Image Compression System Based on DSP Platform.
Proceedings of the 2007 International Conference on Multimedia Systems and Applications, 2007

A Multi-criteria Decision Support System of Water Resource Allocation Scenarios.
Proceedings of the Knowledge Science, 2007

An Empirical Study of the Noise Impact on Cost-Sensitive Learning.
Proceedings of the IJCAI 2007, 2007

Active Learning from Data Streams.
Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

Utility-Based Web Path Traversal Pattern Mining.
Proceedings of the Workshops Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

A Regularized Multiple Criteria Linear Program for Classification.
Proceedings of the Workshops Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

Succinct Matrix Approximation and Efficient k-NN Classification.
Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

Cluster Analysis and Optimization in Color-Based Clustering for Image Abstract.
Proceedings of the Workshops Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

A Dynamic Committee Scheme on Multiple-Criteria Linear Programming Classification Method.
Proceedings of the Computational Science - ICCS 2007, 7th International Conference, Beijing, China, May 27, 2007

A New Multi-Criteria Quadratic-Programming Linear Classification Model for VIP E-Mail Analysis.
Proceedings of the Computational Science - ICCS 2007, 7th International Conference, Beijing, China, May 27, 2007

Feature Selection for VIP E-Mail Accounts Analysis.
Proceedings of the Computational Science - ICCS 2007, 7th International Conference, Beijing, China, May 27, 2007

The Characteristic Analysis of Web User Clusters Based on Frequent Browsing Patterns.
Proceedings of the Computational Science - ICCS 2007, 7th International Conference, Beijing, China, May 27, 2007

Pushing Frequency Constraint to Utility Mining Model.
Proceedings of the Computational Science - ICCS 2007, 7th International Conference, Beijing, China, May 27, 2007

Application of Classification Methods to Individual Disability Income Insurance Fraud Detection.
Proceedings of the Computational Science - ICCS 2007, 7th International Conference, Beijing, China, May 27, 2007

A Fuzzy Comprehensive Evaluation Method on Firms' Credit Sale Risk.
Proceedings of the Computational Science - ICCS 2007, 7th International Conference, Beijing, China, May 27, 2007

A Combined Web Mining Model and Its Application in Crisis Management.
Proceedings of the Computational Science - ICCS 2007, 7th International Conference, Beijing, China, May 27, 2007

epsilon-Support Vector and Large-Scale Data Mining Problems.
Proceedings of the Computational Science - ICCS 2007, 7th International Conference, Beijing, China, May 27, 2007

Kimberlites Identification by Classification Methods.
Proceedings of the Computational Science - ICCS 2007, 7th International Conference, Beijing, China, May 27, 2007

The divided difference particle filter.
Proceedings of the 10th International Conference on Information Fusion, 2007

The Application of Data Mining in Mobile Subscriber Classification.
Proceedings of the Fourth International Conference on Fuzzy Systems and Knowledge Discovery, 2007

From similarity retrieval to cluster analysis: The case of R*-trees.
Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2007

Network Lifetime of Application-Specific Randomly Deployed Wireless Sensor Networks in Arbitrary Sensor Density.
Proceedings of the 6th Annual IEEE/ACIS International Conference on Computer and Information Science (ICIS 2007), 2007

2006
A Dynamic Approach to Calculate Shadow Prices of Water Resources for Nine Major Rivers in China.
J. Systems Science & Complexity, 2006

Special Issue for Xiangshan Sciences Forum on Frontier Studies on Data Technology and Knowledge Economy.
International Journal of Information Technology and Decision Making, 2006

Research on Data Mining and Knowledge Management and its Applications in China's Economic Development: Significance and Trend.
International Journal of Information Technology and Decision Making, 2006

Association-rule knowledge discovery by using a fuzzy mining approach.
IJBIDM, 2006

Bankruptcy prediction for Japanese firms: using Multiple Criteria Linear Programming data mining approach.
IJBIDM, 2006

E-Business Intelligence Via MCMP-Based Data Mining Methods.
Proceedings of the Web Intelligence Meets Brain Informatics, 2006

Tree inclusion algorithm, signatures and evaluation of path-oriented queries.
Proceedings of the 2006 ACM Symposium on Applied Computing (SAC), 2006

Application Research of Wireless Equipments in PLM.
Proceedings of the Knowledge Enterprise: Intelligent Strategies in Product Design, 2006

A Hybrid Strategy for Clustering Data Mining Documents.
Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

A Systemic Framework for the Field of Data Mining and Knowledge Discovery.
Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

The Analysis on the Customers Churn of Charge Email Based on Data Mining Take One Internet Company for Example.
Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

A RBF classifier with supervised center selection and weighted norm.
Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

A Data Mining Approach to Classify Credit Cardholders' Behavior.
Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

A Knowledge Management Platform for Optimization-based Data Mining.
Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Network Intrusion Detection by Multi-group Mathematical Programming based Classifier.
Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Credit Risk Evaluation Based on LINMAP.
Proceedings of the Computational Science, 2006

Multiclass Credit Cardholders' Behaviors Classification Methods.
Proceedings of the Computational Science, 2006

A New Multi-criteria Convex Quadratic Programming Model for Credit Analysis.
Proceedings of the Computational Science, 2006

Pattern Recognition for MCNs Using Fuzzy Linear Programming.
Proceedings of the Computational Science, 2006

Nonlinear Classification by Linear Programming with Signed Fuzzy Measures.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2006

Developing Grid-based E-finance Portals for Intelligent Risk Management and Decision Making.
Proceedings of the Advances in Intelligent IT, 2006

Evaluation of Cluster Analysis Algorithms Enhanced by Using R*-Trees.
Proceedings of the 2006 IEEE/ACS International Conference on Computer Systems and Applications (AICCSA 2006), 2006

2005
A Shrinking-Based Clustering Approach for Multidimensional Data.
IEEE Trans. Knowl. Data Eng., 2005

Classifying Credit Card Accounts for Business Intelligence and Decision Making: a Multiple-criteria Quadratic Programming Approach.
International Journal of Information Technology and Decision Making, 2005

Discovering Credit Cardholders' Behavior by Multiple Criteria Linear Programming.
Annals OR, 2005

Study on Improving Efficiency of Knowledge Sharing in Knowledge-Intensive Organization.
Proceedings of the Internet and Network Economics, First International Workshop, 2005

An Integrated Classification Method: Combination of LP and LDA.
Proceedings of the Internet and Network Economics, First International Workshop, 2005

Towards Exploring Interactive Relationship between Clusters and Outliers in Multi-Dimensional Data Analysis.
Proceedings of the 21st International Conference on Data Engineering, 2005

Improving Clustering Analysis for Credit Card Accounts Classification.
Proceedings of the Computational Science, 2005

Credit Scoring via PCALWM.
Proceedings of the Computational Science, 2005

Hierarchical Clustering Analysis from Genomic Dataset.
Proceedings of the 2005 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2005

Classification Methods for HIV-1 Medicated Neuronal Damage.
Proceedings of the Fourth International IEEE Computer Society Computational Systems Bioinformatics Conference Workshops & Poster Abstracts, 2005

Similarity and cluster analysis algorithms for Microarrays using R trees.
Proceedings of the Fourth International IEEE Computer Society Computational Systems Bioinformatics Conference Workshops & Poster Abstracts, 2005

A Fuzzy Mining Algorithm for Association-Rule Knowledge Discovery.
Proceedings of the A Conference on a Human Scale. 11th Americas Conference on Information Systems, 2005

Document Clustering in Antimicrobial Peptides Research.
Proceedings of the A Conference on a Human Scale. 11th Americas Conference on Information Systems, 2005

Using Optimization-Based Classification Method for Massive Datasets.
Proceedings of the A Conference on a Human Scale. 11th Americas Conference on Information Systems, 2005

Signature Files and Signature File Construction.
Proceedings of the Encyclopedia of Database Technologies and Applications, 2005

2004
Classification of HIV-I-Mediated neuronal dendritic and synaptic damage using multiple criteria linear programming.
Neuroinformatics, 2004

Classifications Of Credit Cardholder Behavior By Using Fuzzy Linear Programming.
International Journal of Information Technology and Decision Making, 2004

A Shrinking-Based Dimension Reduction Approach for Multi-Dimensional Data Analysis.
Proceedings of the 16th International Conference on Scientific and Statistical Database Management (SSDBM 2004), 2004

Cross-Validation and Ensemble Analyses on Multiple-Criteria Linear Programming Classification for Credit Cardholder Behavior.
Proceedings of the Computational Science, 2004

Support Vector Machines Approach to Credit Assessment.
Proceedings of the Computational Science, 2004

Using Branch-Grafted R-trees for Spatial Data Mining.
Proceedings of the Computational Science, 2004

A Multi-factors Evaluation Method on Credit Evaluation of Commerce Banks.
Proceedings of the Data Mining and Knowledge Management, 2004

A Hybrid Nonlinear Classifier Based on Generalized Choquet Integrals.
Proceedings of the Data Mining and Knowledge Management, 2004

Data Mining Approach in Scientific Research Organizations Evaluation Via Clustering.
Proceedings of the Data Mining and Knowledge Management, 2004

Multiple Criteria Linear Programming Data Mining Approach: An Application for Bankruptcy Prediction.
Proceedings of the Data Mining and Knowledge Management, 2004

A Multiple-Criteria Quadratic Programming Approach to Network Intrusion Detection.
Proceedings of the Data Mining and Knowledge Management, 2004

Classifications of Credit Cardholder Behavior by Using Multiple Criteria Non-linear Programming.
Proceedings of the Data Mining and Knowledge Management, 2004

2003
Multiple criteria linear programming approach to data mining: Models, algorithm designs and software development.
Optimization Methods and Software, 2003

A Shrinking-Based Approach for Multi-Dimensional Data Analysis.
Proceedings of 29th International Conference on Very Large Data Bases, 2003

A Set of Data Mining Models to Classify Credit Cardholder Behavior.
Proceedings of the Computational Science - ICCS 2003, 2003

Classifications of Neural Dendritic and Synaptic Damage Resulting from HIV-1-associated Dementia: A Multiple Criteria Linear Programming Approach.
Proceedings of the 36th Hawaii International Conference on System Sciences (HICSS-36 2003), 2003

2002
Towards Efficient Fuzzy Information Processing - Using the Principle of Information Diffusion
Studies in Fuzziness and Soft Computing 99, Springer, ISBN: 978-3-7908-2511-4, 2002

Data Mining via Multiple Criteria Linear Programming: Applications in Credit Card Portfolio Management.
International Journal of Information Technology and Decision Making, 2002

Duality in fuzzy multi-criteria and multi-constraint level linear programming: a parametric approach.
Fuzzy Sets and Systems, 2002

VizCluster: An Interactive Visualization Approach to Cluster Analysis and Its Application on Microarray Data.
Proceedings of the Second SIAM International Conference on Data Mining, 2002

2001
Capital Budgeting with Multiple Criteria and Multiple Decision Makers: A Fuzzy Approach.
JACIII, 2001

Multicriteria hub decision making for rural area telecommunication networks.
European Journal of Operational Research, 2001

1999
Optimal System Design with Multiple Decision Makers and Possible Debt: A Multicriteria De Novo Programming Approach.
Operations Research, 1999

Managing user performance for a corporate network.
Information & Management, 1999

1998
Optimal system design with MC2 linear programming: A dual contingency plan approach.
European Journal of Operational Research, 1998

1997
A binary integer linear program with multi-criteria and multi-constraint levels.
Computers & OR, 1997

1996
A consensus ranking for information system requirements.
Inf. Manag. Comput. Security, 1996

Supporting rural telecommunications: A compromise solutions approach.
Annals OR, 1996

1994
Allocating data files over a wide area network: Goal setting and compromise design.
Information & Management, 1994

A computer-aided system for linear production designs.
Decision Support Systems, 1994

1992
Weak duality theorem and complementary slackness theorem for linear matrix programming problems.
Oper. Res. Lett., 1992

Selecting optimal linear production systems in multiple criteria environments.
Computers & OR, 1992


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