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数据挖掘与智能知识管理:理论与应用研究
  • 项目名称：数据挖掘与智能知识管理:理论与应用研究
  • 项目类别：创新研究群体科学基金
  • 批准号：70921061
  • 申请代码：G0103
  • 项目来源：国家自然科学基金
  • 研究期限：2010-01-01-2012-12-31
  • 项目负责人：石勇
  • 负责人职称：教授
  • 依托单位：中国科学院大学
  • 批准年度：2009
中文摘要：

中文主题词数据挖掘；智能知识；最优化；数据科学；大数据

中文主题词：
英文摘要：

Data Mining；Intelligent Knowledge；Optimization；Data Science；Big Data

英文主题词： Data Mining；Intelligent Knowledge；Optimization；Data Science；Big Data
成果综合统计
成果类型
数量
  • 期刊论文
  • 会议论文
  • 专利
  • 获奖
  • 著作
  • 130
  • 71
  • 0
  • 0
  • 3
期刊论文
Regularized multiple-criteria linear programming with universum and its application
A Spatial-Temporal Analysis of Health Care and Mortality Inequalities in China
Robust State Estimation for Discrete-Time Stochastic Neural Networks with Probabilistic Measurement
DEA based Analysis of Service Capacity for Beijing’s Public Libraries
Intelligent Knowledge for Product Innovation
Domain-Driven Classification Based on Multiple Criteria and Multiple Constraint-Level Programming fo
低价定向增发之谜:一级市场抑价或二级市场溢价?——来自中国证券市场的证据
Failure Prediction in Commercial Banks with A Hybrid Prediction Model
Two-stage hybrid feature selection algorithms for erythemato-squamous diseases
Twin support vector machine with Universum data
基于改进的支持向量机的金融时序预测
Parallel data mining techniques on Graphics Processing Unit with Compute Unified Device Architecture
FAMCDM A fusion approach of MCDM methods to rank multiclass classification algorithms
BIMM: A Bias Induced Matrix Model for Incomplete Reciprocal Pairwise Comparison Matrix
A FUZZY LINEAR PROGRAMMING-BASED CLASSIFICATION METHOD
基于期权视角的兼并价格确定的博弈分析
The game analyses to price the target enterprise of merger and acquisition based on the perspective
基于期权视角的海外市场拓展的双目标多项目多期优化随机机会约束模型
Multiple Criteria Programming for VIP Email Behavior Analysis
Multiple criteria decision making and decision support systems — Guest editor's introduction
Research on Knowledge Transfer and sharing in the Implement of Manufacturing EPR
High Utility Itemsets Mining
A multi-view approach to cDNA micro-array analysis
The spatial-temporal hierarchy of regional inequality of China
递进多目标粒子群算法的设计及应用
模糊信息环境下基于期权视角的兼并价格确定的博弈分析
低碳经济政策对区域发展格局演进的影响——基于动态多区域CGE模型的模拟分析
Kernel Subclass Convex Hull Sample Selection Method for SVM on Face Recognition
AN INPUT–OUTPUT ANALYSIS OF TRENDS IN VIRTUAL WATER TRADE AND THE IMPACT ON WATER RESOURCES AN
ENSEMBLE OF SOFTWARE DEFECT PREDICTORS AN AHP-BASED EVALUATION METHOD
How much real cost has China paid for its economic growth
突发公共事件应急信息系统框架与功能
Credit risk evaluation with kernel-based affine subspace nearest points learning method
A Dynamic Assessment Method for Urban Eco-environmental Quality Evaluation
Analyses of impacts of China’s international trade on its water resources and uses
中国各省区碳足迹与碳排放空间转移
Structural Regular Multiple Criteria Linear Programming for Classification Problem
Analyses of water footprint of Beijing in an interregional input–output framework
京津主导产业选择与优化研究
我国短期国际资本流动动因及其政策启示
新兴经济体国际资本流动态势
基于改进的支持向量回归机的金融时序预测
基于领域知识的个性化推荐模型及其应用研究
Improving resource utilization in hierarchy network by optimizing topological structure
碳排放许可的强度分配标准与中国区域经济协调发展——基于30省区CGE模型的分析
基于意外度的关联规则深层知识发现及应用研究
Knowledge Sharing in Quality Management
Recent Advances on Support Vector Machines Research
Optimum design of fractional order PIkDlcontroller for AVR system using chaotic ant swarm
Pinning adaptive synchronization of complex dynamical network with multi-links
Laplacian Twin Support Vector Machine for Semi-supervised Classification
Understanding Beijing’s Water Challenge: A Decomposition Analysis of Changes in Beijing’
Comment on “High-dimensional deterministic multiparty quantum secret sharing without unitary o
A CONCEPTUAL SNAPSHOT OF THE FIRST DECADE (2002-2011) OF THE INTERNATIONAL JOURNAL OF INFORMATION TE
Searching Dimension Incomplete Databases
A framework for application-driven classification of data streams
Bug Detection in Source Code in Process Monitoring
The relationship between the Renminbi future spot return and the forward discount rate
Classifier Evaluation for Software Defect Prediction
国际资本流动特点与趋势
Regional earthquake vulnerability assessment using a combination of MCDM methods
Multi-party quantum secret sharing with the single-particle quantum state to encode the information
Multi-instance classification based on regularized multiple criteria linear programming
Error Correction Method in Classification by Using Multiple-Criteria and Multiple-Constraint Levels
Robust twin support vector machine for pattern classification
Data Consistency in Emergency Management
基于粗糙集的多目标线性规划分类规则提取研究
Delivery Efficiency and Supplier Performance Evaluation in China＇s E-retailing Industry
基于SVR的中国金融状况指数研究
低碳经济政策对区域发展格局演进的影响——基于动态多区域CGE模型的模拟分析
我国大豆期货价格与现货价格波动关系的实证分析研究
低价定向增发之谜：一级市场抑价或二级市场溢价？——来自中国证券市场的证据
中国制造业分布的地理变迁与驱动因素
汇率制度效果及启示：基于1978—2009年间数据的实证研究
基于领域知识的个性化推荐在企业交叉销售中的应用
Dynamics, space, and regional inequality in provincial China: A case study of Guangdong province
基于平衡计分卡视角的企业相对绩效评价研究
会议论文
The relative diathesis evaluation research based on balanced scorecard
Credit card customer analysis based on panel data clustering
Semi-supervised PLSA for document clustering
Subspace distance-based sampling method for SVM
Framework Design for Intelligent Business Process-oriented Knowledge-sharing Platform
Dynamic Concept of Returns to Scale in DEA Model
Second-order mining for active collaborative filtering
A New Rule Extraction Approach from Support Vector Machines
Domain-knowledge Driven Recommendation Method and Its Application
Kernel-based multiple criteria linear programming classifier
FMCDM: A fuzzy multi-criteria decision-making hybrid approach to evaluate the damage level of typhoo
AUC maximizing support vector machines with feature selection
Domain Driven Two-phase Feature Selection Method Based on Bhattacharyya Distance and Kernel Distance
A Naive Hypergraph Model of Brain Networks
Regular Multiple Criteria Linear Programming for Semi-supervised Classification
Context-based Knowledge Discovery and Its Application
Empirical Research on the Total Factor Productivity of ChineseSoftware Companies
The Performance of alternative Exchange Rate Regimes and Their Countries’ condition: Matching
A Decision Support for Target Country Selection of Future Generation Sovereign Wealth Funds:Hedging
Knowledge Cultivating for Intelligent Decision Making in Small & Middle Businesses
Web Intelligence Meets Extenics: New Frontiers of Innovation for Small & Middle Business
An escalating multi-objective DE algorithm
The dissimilation of announcement effects of private placement between bull and bear markets - An em
Rough set and Tabu search based feature selection for credit scoring
Find Intelligent Knowledge by Second Mining
lp-norm support vector machine with CCCP
Efficient Sparse Least Squares Support Vector Machines for Pattern Classification
Cluster analysis on city real estate market of China: based on a new integrated method for time seri
Learning Using Privileged Information with L-1 Support Vector Machine
Entity disambiguation with textual and connection information
Rule Acquisition in the Proceeding of Heuristic Sudoku Solving
Regularized Multiple Criteria Linear Programming via Linear Programming
Empirical Study on Influence Factors of Knowledge Management in Chip Design Quality Management
Fast Localized Twin SVM
Credit Risk Evaluation by Improved MCDM Models
Domain Knowledge Based Personalized Recommendation Model
Entity resolution with attribute and connection graph
The Role of Category Label in Adults’ Inductive Reasoning
Rule extraction algorithm from support vector machines and its application to credit screening
MSSVM: A modular solver for Support Vector Machines
The Extension Classification Model of External Knowledge Sources Based on Open Innovation
A novel knowledge-based twin support vector machine
2012 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology 978
A Novel Method for Extension Transformation Knowledge Discovering
Nonlinear L-1 Support Vector Machines for Learning Using Privileged Information
Local Tangent Distances for Classification Problems
Regularized Multiple Criteria Linear Programming via Linear Programming
Modeling Return Rate Correlation Between Shanghai and Shenzhen Stock Markets using Copula Function
A Skill Learning during Heuristitic Problem Solving An fMRI Study
The Cross-section of Expected Stock Returns: Evidence from Chinese A-share Market
A Utility-based Recommendation Approach for Academic Literatures
Petroleum Reservior and Non-reservior Discrimination Analysis Based on Data Mining Algorithm
A Knowledge Discovery Case Study of Software Quality Prediction Based on Classification Models：ISBSG
Study on Intelligent Knowledge Management
Study on Knowledge Sharing and Transferring in Quality Management Based on SECI Model
Predicting credit card holder churn in banks of China using data mining and MCDM
A new training method for sequence data
Knowledge Extraction from Multiple Criteria Linear Programming Classification Approach
The domain knowledge driven intelligent data auditing model
A Heterogeneous Information Integration Framework for Emergency Management
Optimal System Design Parallel Network DEA Models
Bi-Objective Fuzzy Optimization Model for Multiproject and Multi-item Investment Based on the Perspe
Ensembling Classifier Based on Context and AHP and Its Application in Customer Churning Management o
The strategic asset allocation optimization model of sovereign wealth funds based on maximum CRRA ut
Using projection gradient method to train linear Support Vector Machines
Efficient Sparse Least Squares Support Vector Machines for Pattern Classification
Regular Multiple Criteria Linear Programming for Semi-supervised Classification
Real-Time Vehicular Traffic Violation Detection in Traffic Monitoring Stream
Knowledge-based Support Vector Machine Classifiers via Nearest Points
Regularized Multiple-Criteria Linear Programming Via Second Order Cone Programming Formulations
Post Mining of Multiple Criteria Linear Programming Classification Model for Actionable Knowledge in
著作
support vector machine optimization based theory algorithms and extensions
国际资本流动研究: 动因、影响、管制与风险预警
Optimization Based Data Mining: Theory and Applications
石勇的项目
面向管理决策的非结构化大数据分析方法与关键技术
期刊论文 3
最优化数据挖掘的商业智能方法以及在金融与银行管理中的应用
期刊论文 9
大数据环境下的管理决策创新研究
期刊论文 18
数据挖掘技术与应用研讨班
青年科学家暑期项目
最优化与数据挖掘
期刊论文 70 会议论文 74 著作 4
多目标非线性规划数据挖掘方法及应用
期刊论文 30 会议论文 22 著作 3
2016年大数据驱动的管理与决策研究学术研讨会
主权财富基金的运作机制和影响分析
期刊论文 4
2014年海量数据学术研讨会
2017年度智能城市的理论与实践学术研讨会
数据挖掘与智能知识管理:理论与应用研究
期刊论文 61 会议论文 83