IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics)

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A Memetic Algorithm for Periodic Capacitated Arc Routing Problem
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) - Tập 41 Số 6 - Trang 1654-1667 - 2011
Yi Mei, Ke Tang, Xin Yao
Web newspaper layout optimization using simulated annealing
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) - Tập 32 Số 5 - Trang 686-691 - 2002
J. Gonzalez, I. Rojas, H. Pomares, M. Salmeron, J.J. Merelo
The Web newspaper pagination problem consists of optimizing the layout of a set of articles extracted from several Web newspapers and sending it to the user as the result of a previous query. This layout should be organized in columns, as in real newspapers, and should be adapted to the client Web browser configuration in real time. This paper presents an approach to the problem based on simulated...... hiện toàn bộ
#Simulated annealing #Data mining #Fuzzy sets #Association rules #Fuzzy systems #Marketing and sales #Fuzzy set theory #Relational databases #Genetics #Multidimensional systems
A merge-based condensing strategy for multiple prototype classifiers
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) - Tập 32 Số 5 - Trang 662-668 - 2002
R.A. Mollineda, F.J. Ferri, E. Vidal
A class-conditional hierarchical clustering framework has been used to generalize and improve previously proposed condensing schemes to obtain multiple prototype classifiers. The proposed method conveniently uses geometric properties and clusters to efficiently obtain reduced sets of prototypes that accurately represent the data while significantly keeping its discriminating power. The benefits of...... hiện toàn bộ
#Prototypes #Clustering algorithms #Nearest neighbor searches #Neural networks #Adaptive algorithm
Learning nonlinear multiregression networks based on evolutionary computation
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) - Tập 32 Số 5 - Trang 630-644 - 2002
Kwong-Sak Leung, Man-Leung Wong, Wai Lam, Zhenyuan Wang, Kebin Xu
This paper describes a novel knowledge discovery and data mining framework dealing with nonlinear interactions among domain attributes. Our network-based model provides an effective and efficient reasoning procedure to perform prediction and decision making. Unlike many existing paradigms based on linear models, the attribute relationship in our framework is represented by nonlinear nonnegative mu...... hiện toàn bộ
#Evolutionary computation #Data mining #Genetic programming #Predictive models #Decision making #Databases #Training data #Problem-solving #Terrorism #Councils
Defect detection in textured materials using optimized filters
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) - Tập 32 Số 5 - Trang 553-570 - 2002
A. Kumar, G.K.H. Pang
The problem of automated defect detection in textured materials is investigated. A new approach for defect detection using linear FIR filters with optimized energy separation is proposed. The performance of different feature separation criteria with reference to fabric defects has been evaluated. The issues relating to the design of optimal filters for supervised and unsupervised web inspection ar...... hiện toàn bộ
#Finite impulse response filter #Inspection #Gabor filters #IIR filters #Fabrics #Information filtering #Information filters #Quality assurance #Textile industry #Production
Generating learning sequences for decision makers through data mining and competence set expansion
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) - Tập 32 Số 5 - Trang 679-686 - 2002
Yi-Chung Hu, Ruey-Shun Chen, Gwo-Hshiung Tzeng
For each decision problem, there is a competence set, proposed by Yu (1990), consisting of ideas, knowledge, information, and skills required for solving the problem. Thus, it is reasonable that we view a set of useful patterns discovered from a relational database by data mining techniques as a needed competence set for solving one problem. Significantly, when decision makers have not acquired th...... hiện toàn bộ
#Data mining #Relational databases #Costs #Decision making #Fuzzy sets #Pattern analysis #Time measurement #Information management #Technology management #Mathematics
State Estimation Using Interval Analysis and Belief-Function Theory: Application to Dynamic Vehicle Localization
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) - Tập 40 Số 5 - Trang 1205-1218 - 2010
Ghalia Nassreddine, Fahed Abdallah, Thierry Denœux
Hierarchical semi-numeric method for pairwise fuzzy group decision making
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) - Tập 32 Số 5 - Trang 691-700 - 2002
M. Marimin, M. Umano, I. Hatono, H. Tamura
Gradual improvements to a single-level semi-numeric method, i.e., linguistic labels preference representation by fuzzy sets computation for pairwise fuzzy group decision making are summarized. The method is extended to solve multiple criteria hierarchical structure pairwise fuzzy group decision-making problems. The problems are hierarchically structured into focus, criteria, and alternatives. Deci...... hiện toàn bộ
#Decision making #Fuzzy sets #Computational modeling #Open wireless architecture #Mathematics #Art #Humans
On Combining Multiple Features for Cartoon Character Retrieval and Clip Synthesis
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) - Tập 42 Số 5 - Trang 1413-1427 - 2012
Jun Yu, Dongquan Liu, Dacheng Tao, Hock Soon Seah
Multiview Spectral Embedding
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) - Tập 40 Số 6 - Trang 1438-1446 - 2010
Tian Xia, Dacheng Tao, Tao Mei, Yongdong Zhang
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