GrC 2005: Beijing, China
Xiaohua Hu, Qing Liu, Andrzej Skowron, Tsau Young Lin, Ronald R. Yager, Bo Zhang (Eds.): 2005 IEEE International Conference on Granular Computing, Beijing, China, July 25-27, 2005. IEEE 2005 ISBN 0-7803-9017-2
Volume 1
Keynotes
Janusz Kacprzyk: Optimal policies in multistage fuzzy control information granulation and interpolative reasoning. 1-6
Setsuo Ohsuga: Difference between data mining and knowledge discovery - a view to discovery from knowledge-processing. 7-12
Yi Pan: Protein structure prediction and understanding using machine learning methods. 13
Ming-Chien Shan: Intelligent business operation management. 14-15
Lotfi A. Zadeh: Toward a generalized theory of uncertainty (GTU) - an outline. 16
Yi X. Zhong: Mechanism approach to a unified theory of artificial intelligence. 17-21
Invited Papers
Xiaohua Hu, Guangrong Li, Illhoi Yoo, Xiaodan Zhang, Xuheng Xu: A semantic-based approach for mining undiscovered public knowledge from biomedical literature. 22-27
Masahiro Inuiguchi: Structure-based approaches to attribute reduction in variable precision rough set models. 34-39
Tsau Young Lin: Granular computing: examples, intuitions and modeling. 40-44
Masoud Nikravesh: Neuroscience and precisiated natural language-based search and question answering system: NeuSearch. 45-50
Yukio Ohsawa: Data crystallization: a project beyond chance discovery for discovering unobservable events. 51-56
Lech Polkowski: Formal granular calculi based on rough inclusions. 57-69
Lei Xu: A5 problem solving paradigm: a unified perspective and new results on RHT computing, mixture based learning, and evidence combination. 70-77
Ronald R. Yager: Reasoning with belief structures: non monotonic compatibility relations. 78-84
Y. Yao: Perspectives of granular computing. 85-90
Mingsheng Ying: A theory of computation based on quantum logic (I). 91
Masanori Yoshinaga, Yukihiro Nakamura, Einoshin Suzuki: Mini-Car-Soccer as a testbed for granular computing. 92-97
Yan-Qing Zhang: Computational Web intelligence and granular Web intelligence for Web uncertainty. 99-101
Research Papers
Jiu-Jiang An, Guoyin Wang, Yu Wu, Quan Gan: A rule generation algorithm based on granular computing. 102-107
Qiusheng An, Yusheng Zhang, WenXiu Zhang: The study of rough relational database based on granular computing. 108-111
Chun-Hao Chen, Tzung-Pei Hong, Vincent S. Tseng: Analyzing time-series data by fuzzy data-mining technique. 112-117
Jingnian Chen, Houkuan Huang, Shujun Fu, Xiangjun Li: A method of valuable rule discovering. 118-120

Xingchun Chen, Ron Roeber: Monitoring soybean disease and insect infection patterns in Nebraska. 128-130
Xiujuan Chen, Robert W. Harrison, Yanqing Zhang: Fuzzy support vector machines for biomedical data analysis. 131-134
Been-Chian Chien, Cheng-Feng Lu, Steen J. Hsu: Handling incomplete quantitative data for supervised learning based on fuzzy entropy. 135-140

Hongbin Fang, Ling Zhang: Semi-order structure fusion model of quotient spaces under the condition of inconsistency information. 149-152
Jianchao Han: Feature selection based on rough set and information entropy. 153-158
James Kuodo Huang: Self-reproducing learning, data mining and intelligent predictive systems. 159-162
Bo Jin, Yan-Qing Zhang, Xiaohua Tony Hu: Support vector machines with evolutionary interval neural networks for granular feature transformation in making effective biomedical data classification. 163-166
Jun Li, Natasha Barrett, Yan-Qing Zhang, David A. Washburn: Genetic granular cognitive fuzzy neural networks and human brains for pattern recognition. 172-175
Xiangjun Li, Shengfeng Tian, Dayong Deng, Jingnian Chen: A method of multi-agent system conflict analysis based on rough set theory. 180-184
Liang Xinyuan, Shi Qingxi, Zhang Qin: Correspondence between causality diagram and neural networks. 185-188
Pawan Lingras, Cory J. Butz: Interval set representations of 1-v-r support vector machine multi-classifiers. 193-198
Jun Liu, Yang Xu, Da Ruan, Luis Martínez: A lattice-valued linguistic-based decision making method. 199-202
Qing Liu, Taorong Qiu, X. Q. Chen: Spatio-temporal granular logic and its applications to dynamic information systems. 203-208
Guang-ying Ma, Ping Li, Yu Wen, Xue-yan Du: Application of genetic algorithm in estimating origin-destination matrices of traffic network. 209-212
Ju-Sheng Mi, Zeng-Xiao Guo, Tao Feng, Hui-Yin Zhao: Uncertainty in generalized fuzzy rough sets. 213-216

Taorong Qiu, Xiaoqing Chen, Qing Liu, Houkuan Huang: An algorithm of association rules extracting based on granular computing and its application. 225-228
Yu Qiu, Yan-Qing Zhang, Yichuan Zhao: Statistical interval-valued fuzzy systems via linear regression. 229-232
Ying Sai, Peiyao Nie, Dongsheng Chu: A model of granular computing based on rough set theory. 233-236
Jerry Z. Shan, Hsiu-Khuern Tang, Ren Wu, Fereydoon Safai: Dynamic modeling and forecasting on enterprise revenue with derived granularities. 243-248
Xiajiong Shen, Zongtian Liu, Qing Zhang, Yun Li, Baisheng Shi: Isomorphic generating of concept lattices. 249-252
Mohammad Erfanul Hoque Siddiqi, M. Emdadul Haque, M. Shahin, M. Belal Hossan: Spanning trees with restricted degrees for series-parallel graph. 256-258
Yuchun Tang, Yan-Qing Zhang: Granular support vector machines with data cleaning for fast and accurate biomedical binary classification. 262-265
Jiguang Wan, Xiao-Ming Dong, Ling Zhan: Research and design of a self-managing storage cluster. 266-269
Fei Wang, Fan-Zhang Li: The design of an autonomic computing model and the algorithm for decision-making. 270-273
Haibin Wang, Yan-Qing Zhang, Rajshekhar Sunderraman: Truth-value based interval neutrosophic sets. 274-277
Da-kuan Wei, Xianzhong Zhou: Rough set model in incomplete and fuzzy decision information system based on improved-tolerance relation. 278-283
JiaJu Wu, Gang Liu, Peng Liu, ChuanYu Xi: The study on attemperment arithmetic based on neural network of logistics distribution tracking and attemperment system used GSM cellular phone (July 2005). 284-287
Jiansheng Wu, Mingzhe Liu: Improving generalization performance of artificial neural networks with genetic algorithms. 288-291
Qingxiang Wu, Ping Wang, Xi Huang, Shan Yan: Adaptive discretizer for machine learning based on granular computing and rough sets. 292-295
Trong Wu: Granular computing in programming language design. 296-302
Wei-Zhi Wu, You-Hong Xu: On two types of generalized rough set approximations in incomplete information systems. 303-306
Li Xiangpeng, Tang Qiang, Liu Qing: An minimal axiom group of rough set based on generalized relation. 307-309
G. Yu Xiong, H. Petri: Supply chain inventory control in iron & steel industry: a case study. 314-317
Wang Xuan, Yuanxiang Li: Solving traveling salesman problem by using a local evolutionary algorithm. 318-321
Jingtao Yao: Information granulation and granular relationships. 326-329
Xiao-ping Ye, Zhi-feng Lai, Lin Ye, Qi-chao Shen: Tasks-based MAS model on the granular computing framework. 330-333
Chuanhua Zeng, Yang Xu, Zheng Pei, Weicheng Xie: Knowledge discovery for goods classification based on rough set. 334-337

C. J. Zhang, L. Zhang: Order relation is the necessary condition of success of fuzzy control system. 346-349
Chengyi Zhang: Fuzzy sets and quotient spaces. 350-353
Shuqin Zhang, Michael K. Ng, Wai-Ki Ching, Tatsuya Akutsu: A linear control model for gene intervention in a genetic regulatory network. 354-358
Shu Zhao, Yanping Zhang, Ling Zhang, Jie Chen, Zhong Wan, Ying-chun Zhang, Chen-xi Zhang: The quotient structure in granule computing. 359-362
Yaqin Zhao, Xianzhong Zhou: A clustering based on information granularity for high dimensional sparse data. 363-366
Weizhong Zhu, Xia Lin, Xiaohua Hu, Bahrad A. Sokhansanj: Visualization of protein-protein interaction network for knowledge discovery. 373-377
Yanqin Zhu, Fanzhang Li, Yuemei Hu: The design and application of dynamic fuzzy expert database system. 378-381
Volume 2
Research Papers
Qasem A. Al-Radaideh, Md Nasir Sulaiman, Mohd Hasan Selamat, Hamidah Ibrahim: Approximate reduct computation by rough sets based attribute weighting. 383-386
Priya Baliga, T. Y. Lin: Kolmogorov complexity based automata modeling for intrusion detection. 387-392
Bing-yuan Cao: Research of non-distinct Solow economic growth model. 393-396
Giovanna Castellano, Anna Maria Fanelli, Corrado Mencar: DCf: a double clustering framework for fuzzy information granulation. 397-400
Symon S. Chang, Min S. Chiang: An e-intelligence approach to e-commerce intrusion detection. 401-404
Zehua Chen, Gang Xie, Gaowei Yan, Keming Xie: Application of a matrix-based binary granular computing algorithm in RST. 409-412
Ajay Choudhari, G. C. Nandi: Indiscernibility criterion based on rough sets in feature selection and detection of landmines. 413-416
Jianhua Dai, Weidong Chen, Yunhe Pan: Sequent calculus system for rough sets based on rough Stone algebras. 423-426
Yanhua Du, Lifeng Ai, Chunhuang Liu: Modeling and verification of train safety comprehensive monitoring system using temporal Petri nets. 427-430
Yanping Du, Jianwei Yang: Intelligent agent-based expert system architecture for generating work plan in marshalling station. 431-434
Hongjian Fan, Kotagiri Ramamohanarao: A weighting scheme based on emerging patterns for weighted support vector machines. 435-440
Jiali Feng: Qualitative Mapping, Criterion Trasformation and Artificial Neuron. 441-446
Qiu-peng Gu, Bing-yuan Cao: Approach to linear programming with fuzzy coefficients based on fuzzy numbers distance. 447-450
Liu Guangli, Peng Bo: v-support vector classification with uncertainty based on expert advices. 451-453
Xiaowei He, Jiyi Wang, Jiong Jia: Fuzzy approximation operators based on internal/external factors analysis. 458-461
Yinghua He, Bo Zhang, Jianmin Li: A new multiresolution classification model based on partitioning of feature space. 462-467
Xiangji Huang, Yan Rui Huang: Using contextual information to improve retrieval performance. 474-481
Van-Nam Huynh, Cat-Ho Nguyen, Yoshiteru Nakamori: MEDM in general multi-granular hierarchical linguistic contexts based on the 2-tuples linguistic model. 482-487
Baoqing Jiang, Yang Xu, Qing Wei, Kun Wu: Weak ratio rules between nonnegative real-valued data in transactional database. 488-491
Gagandeep Kaur, Ashutosh Chauhan, P. V. Subramanyam: Fuzzy logic based temperature controller. 492-495
Tien-Fang Kuo, Yasutoshi Yajima: Ranking and selecting terms for text categorization via SVM discriminate boundary. 496-501

Tian-rui Li, Wu-ming Pan: Intrusion detection system based on new association rule mining model. 512-515
Xiong Li, Zongchang Xu, Zhiming Dong: Fuzzy similarity-based data fusion algorithm and its application to engine testing. 516-519
Yongli Li, Ying Liu, Xiaoyan Wang: An initial comparison of fuzzy sets and rough sets from the view of pansystems theory. 520-525


Qun Liu, WenBiao Jin, SiYuan Wu, YingHua Zhou: Clustering research using dynamic modeling based on granular computing. 539-543
Yang Liu, Cheng Zhou, W. J. Ye: A fast optimization method of using nondominated sorting genetic algorithm (NSGA-II) and 1-nearest neighbor (1NN) classifier for numerical model calibration. 544-549
Yong Liu, Congfu Xu, Zhiyong Yan, Yunhe Pan: Improved rule based rough set approach for target recognition. 550-555
Eric Louie, Tsau Young Em, Xiaohua Hu: Analysis of using granules to find association rules. 556-560
Lawrence J. Mazlack: Imperfect commonsense granular determinism. 565-570
Liu Mixia, Zhang Qiuyu, Yu Dongmei, Zhao Hong: Formal security model research based on Petri-net. 575-578
Donn Morrison, Ruili Wang, Liyanage C. De Silva: Spoken affect classification using neural networks. 583-586
Masoud Nikravesh: Intelligent decision support and information systems in enterprise: evolutionary-based optimization. 587-592
Masoud Nikravesh: Soft computing for reservoir characterization and management. 593-598
Muneaki Ohshima, Ning Zhong, Hideto Yokoi, Y. Y. Yao: Analyzing hepatitis data using ordered information. 599-604
Piero Pagliani: Information quanta and approximation spaces. I. Non-classical approximation operators. 605-610
Piero Pagliani: Information quanta and approximation spaces II: generalised approximation spaces. 611-616
Zhong Qu, Junhao Wen, Dan Yang, Yu Wu: Algebraic reconstruction technique in image reconstruction with narrow fan-beam. 622-625
Zhong Qu: The convolution back projection algorithm based on windows function. 626-629

P. Subbiah, B. Ramamurthy: The study of fault tolerant system design using complete evolution hardware. 642-645


Lipo Wang, Bing Liu, Chunru Wan: Classification using support vector machines with graded resolution. 666-670


Yuhong Xiong, Edward A. Lee, Xiaojun Liu, Yang Zhao, Lizhi C. Zhong: The design and application of structured types in Ptolemy II. 683-688
Shaozhen Ye, Jiarui Chen: A multi-stage fuzzy classifier for off-line handwritten Chinese character recognition. 689-692
Rajiv Yerra, Yiu-Kai Ng: Detecting similar HTML documents using a fuzzy set information retrieval approach. 693-699
Fusheng Yu, Fei Chen, Keqiang Dong: A granulation-based method for finding similarity between time series. 700-703
Xue-lan Zeng, Yan-de Gong, Xian-juan Cheng: Improvement of priority method for fuzzy complementary judgment matrix. 704-707
Justin Zhijun Zhan, LiWu Chang, Stan Matwin: Building k-nearest neighbor classifiers on vertically partitioned private data. 708-711
Haiyi Zhang, Jin Lei: A positive extension matrix algorithm/sub AE18/ of learning from examples. 712-717
Min-Ling Zhang, Zhi-Hua Zhou: A k-nearest neighbor based algorithm for multi-label classification. 718-721
Marta E. Zorrilla, Socorro Millán, Ernestina Menasalvas Ruiz: Data Web house to support Web intelligence in e-learning environments. 722-727
Ying Zou, Aijun An, Xiangji Huang: Evaluation and automatic selection of methods for handling missing data. 728-733



