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International conference on rough sets, fuzzy sets, data mining, and granular computing

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1.Mining Data from Coal Mines: IJCRS'15 Data Challenge

机译：来自煤矿的挖掘数据：IJCRS'15数据挑战
- 作者：Andrzej Janusz;Marek Sikora;Lukasz Wrobel;Sebastian Stawicki;Marek Grzegorowski;Piotr Wojtas;Dominik Slezak
- 会议名称：《International conference on rough sets, fuzzy sets, data mining, and granular computing》 | 2015年
- Data mining competitions;
- Time series data;
- Attribute engineering;
- Feature extraction;
- High dimensional data;
2.Multiple-Side Multiple-Learner for Incomplete Data Classification

机译：不完整数据分类的多侧多学习者
- 作者：Yuan-ting Yan;Yan-Ping Zhang;Xiu-Quan Du
- 会议名称：《International conference on rough sets, fuzzy sets, data mining, and granular computing》 | 2015年
- Incomplete data;
- Multiple-side;
- Feature subset;
- Multiple-learner;
3.Modified Generalised Fuzzy Petri Nets for Rule-Based Systems

机译：基于规则的系统修改的广义模糊Petri网
- 作者：Zbigniew Suraj
- 会议名称：《International conference on rough sets, fuzzy sets, data mining, and granular computing》 | 2015年
- Fuzzy Petri net;
- Fuzzy logic;
- Knowledge representation;
- Approximate reasoning;
- Decision support system;
4.Preclusivity and Simple Graphs: The n-cycle and n-path Cases

机译：精确且简单的图表：N周期和N-病理学案例
- 作者：Giampiero Chiaselotti;Davide Ciucci;Tommaso Gentile;Federico Infusino
- 会议名称：《International conference on rough sets, fuzzy sets, data mining, and granular computing》 | 2015年
- Undirected graphs;
- Preclusivity relation;
- Rough approximations;
5.Semi-Supervised Fuzzy-Rough Feature Selection

机译：半监控模糊粗糙的功能选择
- 作者：Richard Jensen;Sarah Vluymans;Neil Mac Parthalain;Chris Cornelis;Yvan Saeys
- 会议名称：《International conference on rough sets, fuzzy sets, data mining, and granular computing》 | 2015年
- Fuzzy-rough sets;
- Feature selection;
- Semi-supervised learning;
6.SVM Parameter Tuning with Grid Search and Its Impact on Reduction of Model Over-fitting

机译：使用网格搜索的SVM参数调整及其对减少模型过度拟合的影响
- 作者：Petre Lameski;Eftim Zdravevski;Riste Mingov;Andrea Kulakov
- 会议名称：《International conference on rough sets, fuzzy sets, data mining, and granular computing》 | 2015年
- Support Vector Machines;
- SVM;
- Grid search;
- Over-fitting;
- Parameter tuning;
- Time series;
- Coalminig;
7.On Generalized Decision Functions: Reducts, Networks and Ensembles

机译：关于广义决策功能：减少，网络和集合
- 作者：Dominik Slezak
- 会议名称：《International conference on rough sets, fuzzy sets, data mining, and granular computing》 | 2015年
- Rough sets;
- Generalized decision functions;
- Decision reducts;
8.Building Granular Systems - from Concepts to Applications

机译：构建粒度系统 - 从概念到应用
- 作者：Marcin Szczuka;Andrzej Jankowski;Andrzej Skowron;Dominik Slezak
- 会议名称：《International conference on rough sets, fuzzy sets, data mining, and granular computing》 | 2015年
- Granular computing;
- Information granulation;
- Vagueness;
- Computing with words;
- Soft computing;
- Cyber-physical systems;
9.The Boosting and Bootstrap Ensemble for Classifiers Based on Weak Rough Inclusions

机译：基于弱粗糙夹杂物的分类器的升压和引导集合
- 作者：Piotr Artiemjew
- 会议名称：《International conference on rough sets, fuzzy sets, data mining, and granular computing》 | 2015年
- Rough sets;
- Decision systems;
- Bootstrap ensemble;
- Ada-Boost;
- Arcing;
10.Region Vector Based Attribute Reducts in Decision-Theoretic Rough Sets

机译：决策粗糙集中的区域基于矢量的属性还原
- 作者：Guoshun Huang;Yiyu Yao
- 会议名称：《International conference on rough sets, fuzzy sets, data mining, and granular computing》 | 2015年
- Attribute reduction;
- Decision-theoretic rough sets;
- Discernibility matrix;
11.Fuzzy Rough Decision Trees for Multi-label Classification

机译：用于多标签分类的模糊粗略决策树
- 作者：Xiaoxue Wang;Shuang An;Hong Shi;Qinghua Hu
- 会议名称：《International conference on rough sets, fuzzy sets, data mining, and granular computing》 | 2015年
- Multi-label learning;
- Fuzzy rough sets;
- Decision tree;
12.Preclusivity and Simple Graphs

机译：防止性和简单的图形
- 作者：Giampiero Chiaselotti;Davide Ciucci;Tommaso Gentile;Federico Infusino
- 会议名称：《International conference on rough sets, fuzzy sets, data mining, and granular computing》 | 2015年
- Undirected graphs;
- Preclusivity relation;
- Sufficiency operator;
- Formal concept analysis;
- Theory of opposition;
13.Granular Structures Induced by Interval Sets and Rough Sets

机译：间隔集和粗糙集引起的粒状结构
- 作者：Ning Zhong;Jia-jin Huang
- 会议名称：《International conference on rough sets, fuzzy sets, data mining, and granular computing》 | 2015年
- Granular computing;
- Granular structure;
- Interval set;
14.Determining Three-Way Decision Regions by Combining Gini Objective Functions and GTRS

机译：通过组合GINI目标函数和GTR来确定三向决策区域
- 作者：Yan Zhang;JingTao Yao
- 会议名称：《International conference on rough sets, fuzzy sets, data mining, and granular computing》 | 2015年
- Game-theoretic rough sets;
- Three-way decisions;
- Impurity;
- Gini objective function;
- Game theory;
15.Topological Properties for Approximation Operators in Covering Based Rough Sets

机译：基于粗糙集的近似运算符的拓扑特性
- 作者：Mauricio Restrepo;Jonatan Gomez
- 会议名称：《International conference on rough sets, fuzzy sets, data mining, and granular computing》 | 2015年
- Covering rough sets;
- Approximation operators;
- Topological closure;
16.An Ensemble Learning Approach Based on Missing-Valued Tables

机译：基于缺失的表的合奏学习方法
- 作者：Seiki Ubukata;Taro Miyazaki;Akira Notsu;Katsuhiro Honda;Masahiro Inuiguchi
- 会议名称：《International conference on rough sets, fuzzy sets, data mining, and granular computing》 | 2015年
- Rough sets;
- Ensemble learning;
- MLEM2;
- Incomplete data;
- Missing attribute values;
17.Window-Based Feature Engineering for Prediction of Methane Threats in Coal Mines

机译：基于窗口的特征工程，用于预测煤矿甲烷威胁
- 作者：Marek Grzegorowski;Sebastian Stawicki
- 会议名称：《International conference on rough sets, fuzzy sets, data mining, and granular computing》 | 2015年
18.Knowledge Supported Refinements for Rough Granular Computing: A Case of Life Insurance Industry

机译：粗糙粒度计算的知识支持的改进：一个人寿保险行业的案例
- 作者：Kao-Yi Shen;Gwo-Hshiung Tzeng
- 会议名称：《International conference on rough sets, fuzzy sets, data mining, and granular computing》 | 2015年
19.The Borda Count, the Intersection and the Highest Rank Method in a Dispersed Decision-Making System

机译：波尔达数，交叉点和分散决策系统中的最高秩法
- 作者：Malgorzata Przybyla-Kasperek
- 会议名称：《International conference on rough sets, fuzzy sets, data mining, and granular computing》 | 2015年
- Decision-making system;
- Global decision;
- Conflict analysis;
- Borda count method;
- Intersection method;
- Highest rank method;
20.Formalization of Medical Diagnostic Rules

机译：医学诊断规则的形式化
- 作者：Shusaku Tsumoto;Shoji Hirano
- 会议名称：《International conference on rough sets, fuzzy sets, data mining, and granular computing》 | 2015年
- Rough sets;
- Medical diagnostic rules;
- Focusing mechanism;
- Exclusive rules;
- Inclusive rules;
- Complications detection;
21.A Knowledge Acquisition Model Based on Formal Concept Analysis in Complex Information Systems

机译：基于复杂信息系统正式概念分析的知识获取模型
- 作者：Xiangping Kang;Duoqian Miao;Na Jiao
- 会议名称：《International conference on rough sets, fuzzy sets, data mining, and granular computing》 | 2015年
- Rough set;
- Formal concept analysis;
- Granular computing;
22.Axiomatic Characterizations of Reflexive and T-Transitive I-Intuitionistic Fuzzy Rough Approximation Operators

机译：反射和T-Trantive I-Intiuitionativery模糊近似运算符的公理特征
- 作者：Wei-Zhi Wu;You-Hong Xu;Tong-Jun Li;Xia Wang
- 会议名称：《International conference on rough sets, fuzzy sets, data mining, and granular computing》 | 2015年
23.Dynamic Maintenance of Rough Fuzzy Approximations with the Variation of Objects and Attributes

机译：具有对象和属性的变化的粗糙模糊近似的动态维护
- 作者：Yanyong Huang;Tianrui Li;Shi-jinn Horng
- 会议名称：《International conference on rough sets, fuzzy sets, data mining, and granular computing》 | 2015年
- Fuzzy decision system;
- Rough fuzzy set;
- Incremental learning;
- Matrix;
24.Decisions Tree Learning Method Based on Three-Way Decisions

机译：基于三元决策的决策树学习方法
- 作者：Yangyang Liu;Jiucheng Xu;Lin Sun;Lina Du
- 会议名称：《International conference on rough sets, fuzzy sets, data mining, and granular computing》 | 2015年
- Three-way decisions;
- Decision tree;
- Conditional probability;
- Boundary nodes;
- Minimizing the overall risk;
- Merger and pruning;
25.Connectedness of Graph and Matroid by Covering-Based Rough Sets

机译：基于覆盖的粗糙集的图形和麦芽系的关联
- 作者：Hui Li;William Zhu
- 会议名称：《International conference on rough sets, fuzzy sets, data mining, and granular computing》 | 2015年
- Covering-based rough set;
- Matroid;
- Graph;
- Connectedness;
- Granular computing;
26.A Classification Method for Imbalanced Data Based on SMOTE and Fuzzy Rough Nearest Neighbor Algorithm

机译：基于Smote和模糊粗邻邻算法的非平数据分类方法
- 作者：Weibin Zhao;Mengting Xu;Xiuyi Jia;Lin Shang
- 会议名称：《International conference on rough sets, fuzzy sets, data mining, and granular computing》 | 2015年
- Imbalanced data;
- SMOTE;
- Fuzzy rough set;
- Nearest neighbor;
- Classification;
27.A Comparison of Two Types of Covering-Based Rough Sets Through the Complement of Coverings

机译：通过覆盖物补充的基于覆盖的粗糙集的比较
- 作者：Yanfang Liu;William Zhu
- 会议名称：《International conference on rough sets, fuzzy sets, data mining, and granular computing》 | 2015年
- Covering-based rough set;
- Approximation operators;
- Neighborhood;
- Complement;
- Extension;
28.Multi-granularity Intelligent Information Processing

机译：多粒度智能信息处理
- 作者：Guoyin Wang;Ji Xu;Qinghua Zhang;Yuchao Liu
- 会议名称：《International conference on rough sets, fuzzy sets, data mining, and granular computing》 | 2015年
- Multi-granularity;
- Fuzzy sets;
- Rough sets;
- Quotient space;
- Cloud model;
- Hierarchical clustering;
- Density peaks;
- Deep learning;
29.Prediction of Methane Outbreak in Coal Mines from Historical Sensor Data under Distribution Drift

机译：分布漂移历史传感器数据预测煤矿煤矿爆发
- 作者：Marc Boulle
- 会议名称：《International conference on rough sets, fuzzy sets, data mining, and granular computing》 | 2015年
- Multi-Relational Data Mining;
- Supervised classification;
- Feature selection;
- Drift detection;
30.A Moderate Attribute Reduction Approach in Decision-Theoretic Rough Set

机译：决策理论粗糙集中的中等属性还原方法
- 作者：Hengrong Ju;Xibei Yang;Pei Yang;Huaxiong Li;Xianzhong Zhou
- 会议名称：《International conference on rough sets, fuzzy sets, data mining, and granular computing》 | 2015年
- Attribute reduction;
- Decision cost;
- DTRS;
- Lower-approximation-monotonicity;
31.Multi-decision-makers-based Monotonic Variable Consistency Rough Set Approach with Multiple Attributes and Criteria

机译：基于多决策者的单调可变一致性粗糙集方法，具有多个属性和标准
- 作者：Wenbin Pei;He Lin;Li Li
- 会议名称：《International conference on rough sets, fuzzy sets, data mining, and granular computing》 | 2015年
- Monotonicity;
- Multiple types of attributes and criteria;
- Many decision-makers;
- Rough set;
- Pansystems theory;