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Advances in Neural Networks -- ISNN 2011: 8th International Symposium on Neural Networks, ISNN 2011, Guilin, China, May 29--June 1, 2011, Prodceedings, Part III [Minkštas viršelis]

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  • Formatas: Paperback / softback, 642 pages, aukštis x plotis: 235x155 mm, weight: 1116 g, XXII, 642 p., 1 Paperback / softback
  • Serija: Lecture Notes in Computer Science 6677
  • Išleidimo metai: 10-May-2011
  • Leidėjas: Springer-Verlag Berlin and Heidelberg GmbH & Co. K
  • ISBN-10: 3642211100
  • ISBN-13: 9783642211102
Kitos knygos pagal šią temą:
  • Formatas: Paperback / softback, 642 pages, aukštis x plotis: 235x155 mm, weight: 1116 g, XXII, 642 p., 1 Paperback / softback
  • Serija: Lecture Notes in Computer Science 6677
  • Išleidimo metai: 10-May-2011
  • Leidėjas: Springer-Verlag Berlin and Heidelberg GmbH & Co. K
  • ISBN-10: 3642211100
  • ISBN-13: 9783642211102
Kitos knygos pagal šią temą:
The three-volume set LNCS 6675, 6676 and 6677 constitutes the refereed proceedings of the 8th International Symposium on Neural Networks, ISNN 2011, held in Guilin, China, in May/June 2011. The total of 215 papers presented in all three volumes were carefully reviewed and selected from 651 submissions. The contributions are structured in topical sections on computational neuroscience and cognitive science; neurodynamics and complex systems; stability and convergence analysis; neural network models; supervised learning and unsupervised learning; kernel methods and support vector machines; mixture models and clustering; visual perception and pattern recognition; motion, tracking and object recognition; natural scene analysis and speech recognition; neuromorphic hardware, fuzzy neural networks and robotics; multi-agent systems and adaptive dynamic programming; reinforcement learning and decision making; action and motor control; adaptive and hybrid intelligent systems; neuroinformatics and bioinformatics; information retrieval; data mining and knowledge discovery; and natural language processing.
Reinforcement Learning and Decision Making
An Adaptive Dynamic Programming Approach for Closely-Coupled MIMO System Control
1(10)
Jian Fu
Haibo He
Qing Liu
Zhen Ni
Adaptive Dual Heuristic Programming Based on Delta-Bar-Delta Learning Rule
11(10)
Jun Wu
Xin Xu
Chuanqiang Lian
Yan Huang
A Design Decision-Making Support Model for Prioritizing Affective Qualities of Product
21(10)
Chun-Chih Chen
Ming-Chuen Chuan
Local Search Heuristics for Robotic Routing Planner
31(10)
Stanislav Slusny
Roman Neruda
Action and Motor Control
Fuzzy Disturbance-Observer Based Control of Electrically Driven Free-Floating Space Manipulator
41(9)
Zhongyi Chu
Jing Cui
Dynamic Neural Network Control for Voice Coil Motor with Hysteresis Behavior
50(8)
Xuanju Dang
Fengjin Cao
Zhanjun Wang
A New Model Reference Adaptive Control of PMSM Using Neural Network Generalized Inverse
58(10)
Guohai Liu
Beibei Dong
Lingling Chen
Wenxiang Zhao
RBF Neural Network Application in Internal Model Control of Permanent Magnet Synchronous Motor
68(9)
Guohai Liu
Lingling Chen
Beibei Dong
Wenxiang Zhao
Transport Control of Underactuated Cranes
77(7)
Dianwei Qian
Boya Zhang
Xiangjie Liu
Sliding Mode Prediction Based Tracking Control for Discrete-time Nonlinear Systems
84(10)
Lingfei Xiao
Yue Zhu
Adaptive and Hybrid Intelligent Systems
A Single Shot Associated Memory Based Classification Scheme for WSN
94(10)
Nomica Imran
Asad Khan
Dynamic Structure Neural Network for Stable Adaptive Control of Nonlinear Systems
104(8)
Jingye Lei
A Position-Velocity Cooperative Intelligent Controller Based on the Biological Neuroendocrine System
112(10)
Chongbin Guo
Knangrong Hao
Yongsheng Ding
Xiao Liang
Yiwen Don
A Stable Online Self-Constructing Recurrent Neural Network
122(10)
Qili Chen
Wei Chai
Junfei Qiao
Evaluation of SVM Classification of Avatar Facial Recognition
132(11)
Sonia Ajina
Roman V. Yampolskig
Najona Essoukri Ben Amara
Optimization Control of Rectifier in HVDC System with ADHDP
143(9)
Chunning Song
Xiaoluta Zhou
Xiaofeng Lin
Shaojian Song
Network Traffic Prediction Based on Wavelet Transform and Season ARIMA Model
152(8)
Yongtao Wei
Jinkuan Wang
Cuirong Wang
Dynamic Bandwidth Allocation for Preventing Congestion in Data Center Networks
160(8)
Cong Wang
Cui-rong Wang
Ying Yuan
Software Comparison Dealing with Bayesian Networks
168(10)
Mohamed Ali Mahjoub
Karim Kalti
Adaptive Synchronization on Edges of Complex Networks
178(10)
Wenwu Yu
Application of Dual Heuristic Programming in Excitation System of Synchronous Generators
188(12)
Yuzhang Lin
Chao Lu
A Neural Network Method for Image Resolution Enhancement from a Multiple of Image Frames
200(9)
Shuangteng Zhang
Ezzatollah Salari
Multiparty Simultaneous Quantum Secure Direct Communication Based on GHZ States and Mutual Authentication
209(10)
Wenjie Liu
Jingfa Liu
Hao Xiao
Tinghuai Ma
Yu Zheng
A PSO-Based Bacterial Chemotaxis Algorithm and Its Application
219(9)
Rui Zhang
Jianzhong Zhou
Youlin Lu
Hui Qin
Huifeng Zhang
Predicting Stock Index Using an Integrated Model of NLICA, SVR and PSO
228(10)
Chi-Jie Lu
Jui-Yu Wu
Chih-Chou Chiu
Yi-Jun Tsai
Affective Classification in Video Based on Semi-supervised Learning
238(8)
Shangfei Wang
Huan Lin
Yongjie Hu
Incorporating Feature Selection Method into Neural Network Techniques in Sales Forecasting of Computer Products
246(10)
Chi-Jie Lu
Jui-Yu Wu
Tian-Shyug Lee
Chia-Mei Lian
Design of Information Granulation-Based Fuzzy Models with the Aid of Multi-objective Optimization and Successive Tuning Method
256(8)
Wei Huang
Sung-Kwun Oh
Jeong-Tae Kim
Design of Fuzzy Radial Basis Function Neural Networks with the Aid of Multi-objective Optimization Based on Simultaneous Tuning
264(10)
Wei Huang
Lixin Ding
Sung-Kwun Oh
The Research of Power Battery with Ultra-capacitor for Hybrid Vehicle
274(6)
Jia Wang
Yingchun Wang
Guotao Hui
Neuroinformatics and Bioinformatics
Stability Analysis of Genetic Regulatory Networks with Mixed Time-Delays
280(10)
Zhanheng Chen
Haijun Jiang
Representing Boolean Functions Using Polynomials: More Can Offer Less
290(7)
Yi Ming Zou
The Evaluation of Land Utilization Intensity Based on Artificial Neural Network: A Case of Zhejiang Province
297(9)
Jianchun Xu
Huan Li
Zhiyuan Xu
Dimension Reduction of RCE Signal by PCA and LPP for Estimation of the Sleeping
306(7)
Yohei Tomita
Yasue Mitsukura
Toshihisa Tanaka
Jianting Cao
Prediction of Oxygen Decarburization Efficiency Based on Mutual Information Case-Based Reasoning
313(10)
Min Han
Liwen Jiang
Off-line Signature Verification Based on Multitask Learning
323(8)
You Ji
Shiliang Sun
Jian Jin
Modeling and Classification of sEMG Based on Instrumental Variable Identification
331(9)
Xiaojing Shang
Yantao Tian
Yang Li
Modeling and Classification of sEMG Based on Blind Identification Theory
340(8)
Yang Li
Yantao Tian
Xiaojing Shang
Wanzhong Chen
Micro-Blood Vessel Detection Using K-Means Clustering and Morphological Thinning
348(7)
Zhongming Luo
Zhuofu Liu
Junfu Li
PCA Based Regional Mutual Information for Robust Medical Image Registration
355(8)
Yen-Wei Chen
Chen-Lun Lin
Discrimination of Thermophilic and Mesophilic Proteins via Artificial Neural Networks
363(7)
Jingru Xu
Yuehui Chen
Information Retrieval
Using Grey Relation Analysis and TOPSIS to Measure PCB Manufacturing Firms Efficiency in Taiwan
370(10)
Rong-Tsu Wang
Application of Neural Network for the Prediction of Eco-efficiency
380(8)
Slawomir Golak
Dorota Burchart-Korol
Krystyna Czaplicka-Kolarz
Tadeusz Wieczorek
Using Associative Memories for Image Segmentation
388(9)
Enrique Guzman
Ofelia M.C. Jimenez
Alejandro D. Perez
Oleksiy Pogrebnyak
Web Recommendation Based on Back Propagation Neural Networks
397(10)
Jiang Zhong
Shitao Deng
Yifeng Cheng
A Multi-criteria Target Monitoring Strategy Using MinMax Operator in Formed Virtual Sensor Networks
407(9)
Xin Song
Cuirong Wang
Juan Wang
Data Mining and Knowledge Discovery
Application of a Novel Data Mining Method Based on Wavelet Analysis and Neural Network Satellite Clock Bias Prediction
416(10)
Chengjun Guo
Yunlong Teng
Particle Competition and Cooperation for Uncovering Network Overlap Community Structure
426(8)
Fabricio Breve
Liang Zhao
Marcos Quiles
Witold Pedrycz
Jiming Liu
Part-Based Transfer Learning
434(8)
Zhijie Xu
Shiliang Sun
A Parallel Wavelet Algorithm Based on Multi-core System and Its Application in the Massive Data Compression
442(8)
Xiaofan Lu
Zhigang Liu
Zhiwei Han
Feng Wu
Predicting Carbon Emission in an Environment Management System
450(10)
Manas Pathak
Xiaozhe Wang
Classification of Pulmonary Nodules Using Neural Network Ensemble
460(7)
Hui Chen
Wenfang Wu
Hong Xia
Jing Du
Miao Yang
Binrong Ma
Combined Three Feature Selection Mechanisms with LVQ Neural Network for Colon Cancer Diagnosis
467(8)
Tianlei Zang
Dayun Zou
Fei Huang
Ning Shen
Estimation of Groutability of Permeation Grouting with Microfine Cement Grouts Using RBFNN
475(10)
Kuo-Wei Liao
Chien-Lin Huang
Improving Text Classification with Concept Index Terms and Expansion Terms
485(8)
Xiang Hua Fu
Lian Dong Liu
Tian Xue Gong
Lan Tao
Automated Personal Course Scheduling Adaptive Spreading Activation Model
493(12)
Yukio Hori
Takashi Nakayama
Yoshiro Imai
Transfer Learning through Domain Adaptation
505(8)
Huaxiang Zhang
The Design of Evolutionary Multiple Classifier System for the Classification of Microarray Data
513(10)
Kun-Hong Liu
Qing-Qiang Wu
Mei-Hong Wang
Semantic Oriented Clustering of Documents
523(7)
Alessio Leoncini
Fabio Sangiacomo
Sergio Decherchi
Paolo Gastaldo
Rodolfo Zunino
Support Vector Machines versus Back Propagation Algorithm for Oil Price Prediction
530(9)
Adnan Khashman
Nnamdi I. Nwulu
Ultra-Short Term Prediction of Wind Power Based on Multiples Model Extreme Leaning Machine
539(9)
Ting Huang
Xin Wang
Lixue Li
Lidan Zhou
Gang Yao
BursT: A Dynamic Term Weighting Scheme for Mining Microblogging Messages
548(10)
Chung-Hong Lee
Chih-Hong Wu
Tzan-Feng Chien
Towards an RDF Encoding of ConceptNet
558(8)
Marco Grassi
Francesco Piazza
Modeling of Potential Customers Identification Based on Correlation Analysis and Decision Tree
566(10)
Kai Peng
Daoyun Xu
An Innovative Feature Selection Using Fuzzy Entropy
576(10)
Hamid Parvin
Behrouz Minaei-Bidgoli
Hossein Ghaffarian
Study on the Law of Short Fatigue Crack Using Genetic Algorithm-BP Neural Networks
586(8)
Zheng Wang
Zihao Zhao
Lu Wang
Kui Wang
Natural Language Processing
Large Vocabulary Continuous Speech Recognition of Uyghur: Basic Research of Decoder
594(7)
Muhetaer Shadike
Xiao Li
Buheliqiguli Wasili
Sentic Medoids: Organizing Affective Common Sense Knowledge in a Multi-dimensional Vector Space
601(10)
Erik Cambria
Thomas Mazzocco
Amir Hussain
Chris Eckl
Detecting Emotions in Social Affective Situations Using the EmotiNet Knowledge Base
611(10)
Alexandra Balahur
Jesus M. Hermida
Andres Montoyo
3-Layer Ontology Based Query Expansion for Searching
621(8)
Li Liu
Fangfang Li
Chinese Speech Recognition Based on a Hybrid SVM and HMM Architecture
629(8)
Xingxian Luo
Author Index 637