Ausgabe 7-8/2013
ICONIP2011
Inhalt (50 Artikel)
Editorial for special issue on ICONIP2011 “Advances in Learning Algorithms”
Chi Sing Leung
The coordinate descent method with stochastic optimization for linear support vector machines
Tianyou Zheng, Xun Liang, Run Cao
Efficient nonlinear classification via low-rank regularised least squares
Zhouyu Fu, Guojun Lu, Kai Ming Ting, Dengsheng Zhang
HEALPIX DCT technique for compressing PCA-based illumination adjustable images
John Sum, Chi-Sing Leung, Ray C. C. Cheung, Tze-Yiu Ho
Combining affinity propagation with supervised dictionary learning for image classification
Bingxin Xu, Rukun Hu, Ping Guo
Proximity multi-sphere support vector clustering
Trung Le, Dat Tran, Phuoc Nguyen, Wanli Ma, Dharmendra Sharma
Robust speech recognition based on independent vector analysis using harmonic frequency dependency
Soram Jun, Minook Kim, Myungwoo Oh, Hyung-Min Park
Discriminative speaker recognition using large margin GMM
Reda Jourani, Khalid Daoudi, Régine André-Obrecht, Driss Aboutajdine
A multi-task framework for metric learning with common subspace
Peipei Yang, Kaizhu Huang, Cheng-Lin Liu
PSO-based K-Means clustering with enhanced cluster matching for gene expression data
Yau-King Lam, P. W. M. Tsang, Chi-Sing Leung
Relationship between phase and amplitude generalization errors in complex- and real-valued feedforward neural networks
Akira Hirose, Shotaro Yoshida
Genetic neural-based modeling of AC resistance of heating coil used for high-frequency inverter-fed induction cooker
Dola Sinha, Pradip Kumar Sadhu, Nitai Pal, Nirmal Baran Hui
Movie scenes detection with MIGSOM based on shots semi-supervised clustering
Thouraya Ayadi, Mehdi Ellouze, Tarek M. Hamdani, Adel M. Alimi
Neural network-based approaches, solving haplotype reconstruction in MEC and MEC/GI models
M-Hossein Moeinzadeh, Ehsan Asgarian, Sarah Sharifian-R
Recursive diameter prediction for calculating merchantable volume of eucalyptus clones using Multilayer Perceptron
Fabrízzio Alphonsus A. M. N. Soares, Edna Lúcia Flores, Christin Dias Cabacinha, Gilberto Arantes Carrijo, Antônio Cláudio Paschoarelli Veiga
Fuzzy belief measure in random fuzzy information systems and its application to knowledge reduction
Jialu Zhang, Xiaoling Liu
Using data mining technique to perform the performance assessment of lean service
Liu Ming-Te, Mei Albert Kuo-Chung, Wen-Tsao Pan
A new Multiobjective Artificial Bee Colony algorithm to solve a real-world frequency assignment problem
Marisa da Silva Maximiano, Miguel A. Vega-Rodríguez, Juan A. Gómez-Pulido, Juan M. Sánchez-Pérez
Some refinements of the standard autoassociative neural network
Behrooz Makki, Mona Noori Hosseini
An efficient algorithm for 3D hand gesture recognition using combined neural classifiers
A. H. El-Baz, A. S. Tolba
Prediction of the effects of fly ash and silica fume on the setting time of Portland cement with fuzzy logic
Eyyup Gulbandilar, Yilmaz Kocak
Stability in the numerical simulation of stochastic delayed Hopfield neural networks
Feng Jiang, Yi Shen
Self-organizing maps for texture classification
Nedyalko Petrov, Antoniya Georgieva, Ivan Jordanov
Robust passivity analysis of a class of discrete-time stochastic neural networks
Guodong Shi, Qian Ma, Yi Qu
Comparative study on local and global strategies for confidence estimation in neural networks and extensions to improve their predictive power
Abner Cardoso Rodrigues Neto, Cícero Augusto Magalhães das Neves, Mauro Roisenberg
A novel weighted fuzzy LDA for face recognition using the genetic algorithm
Mingliang Xue, Wanquan Liu, Xiaodong Liu
Bi-clustering continuous data with self-organizing map
Khalid Benabdeslem, Kais Allab
Weights optimization for multi-instance multi-label RBF neural networks using steepest descent method
Cunhe Li, Guoqiang Shi
Fuzzy rules extraction from support vector machines for multi-class classification
Adriana da Costa F. Chaves, Marley Maria B. R. Vellasco, Ricardo Tanscheit
Training of an artificial neural network in the diagnostic system of a technical object
Stanisław Duer, Konrad Zajkowski, Ireneusz Płocha, Radosław Duer
Local linear wavelet neural network based breast tumor classification using firefly algorithm
M. R. Senapati, P. K. Dash
Nonlinear discriminant clustering based on spectral regularization
Yubin Zhan, Jianping Yin, Xinwang Liu
A parallel genetic algorithm for adaptive hardware and its application to ECG signal classification
Yutana Jewajinda, Prabhas Chongstitvatana
A novel margin-based twin support vector machine with unity norm hyperplanes
Yuan-Hai Shao, Nai-Yang Deng
Evaluation and prediction of blast-induced ground vibration at Shur River Dam, Iran, by artificial neural network
Masoud Monjezi, Mahdi Hasanipanah, Manoj Khandelwal
Stationary oscillation of interval fuzzy cellular neural networks with mixed delays under impulsive perturbations
P. Balasubramaniam, M. Kalpana, R. Rakkiyappan
Reviewing and designing pre-processing units for RBF networks: initial structure identification and coarse-tuning of free parameters
Gökhan Kayhan, Ali Ekber Ozdemir, İlyas Eminoglu
Genetic-based random key generator (GRKG): a new method for generating more-random keys for one-time pad cryptosystem
Massoud Sokouti, Babak Sokouti, Saeid Pashazadeh, Mohammad-Reza Feizi-Derakhshi, Siamak Haghipour
The prediction of meteorological variables using artificial neural network
Ahmet Erdil, Erol Arcaklioglu
A neuro-fuzzy approach for prediction of longitudinal wave velocity
A. K. Verma, T. N. Singh
Intelligent-controlled doubly fed induction generator system using PFNN
Faa-Jeng Lin, Yi-Sheng Huang, Kuang-Hsiung Tan, Zong-Han Lu, Yung-Ruei Chang
Modeling and simulation of injection control system on a four-stroke type diesel engine development platform using artificial neural networks
Serhat Yilmaz, Mehmet Zeki Bilgin
ReNFFor: a recurrent neurofuzzy forecaster for telecommunications data
Paris A. Mastorocostas, Constantinos S. Hilas
Performance comparison of neural architectures for on-line flux estimation in sensor-less vector-controlled IM drives
A. Venkadesan, S. Himavathi, A. Muthuramalingam
Stability analysis of robust adaptive hybrid position/force controller for robot manipulators using neural network with uncertainties
H. P. Singh, N. Sukavanam
A new feature encoding scheme for HIV-1 protease cleavage site prediction
Murat Gök, Ahmet Turan Özcerit
An improved code selection algorithm for fault prediction
Yin Kuang, Zhang Yi, Lei Zhang