Neurocomputing, Volume 173

Volumes 173, Part 1, January 2016

Advances in Pattern Recognition Applications and Methods

• 
  Ana L. N. Fred, Maria De Marsico:
  Advances in pattern recognition applications and methods. 1-2
• 
  Yonggang Lu, Xiaoli Hou, Xurong Chen:
  A novel travel-time based similarity measure for hierarchical clustering. 3-8
• 
  Nico Piatkowski, Sangkyun Lee, Katharina Morik:
  Integer undirected graphical models for resource-constrained systems. 9-23
• 
  Makoto Hasegawa, Salvatore Tabbone:
  Histogram of Radon transform with angle correlation matrix for distortion invariant shape descriptor. 24-35
• 
  Sebastian Kurtek, Qian Xie, Chafik Samir, Michel Canis:
  Statistical model for simulation of deformable elastic endometrial tissue shapes. 36-41
• 
  Yuanyuan Liu, Jingying Chen, Zhiming Su, Zhenzhen Luo, Nan Luo, Leyuan Liu, Kun Zhang:
  Robust head pose estimation using Dirichlet-tree distribution enhanced random forests. 42-53
• 
  Florian Baumann, Arne Ehlers, Bodo Rosenhahn, Jie Liao:
  Recognizing human actions using novel space-time volume binary patterns. 54-63
• 
  Luis D. Di Martino, Javier Preciozzi, Federico Lecumberry, Alicia Fernández:
  Face matching with an a contrario false detection control. 64-71
• 
  A. S. S. Murugan, V. Suresh Kumar:
  Determining true harmonic contributions of sources using neural network. 72-80

Adaptation Methods for Multimedia Analysis

• 
  Yahong Han, Yi Yang:
  Guest editorial: Adaptation methods for multimedia analysis. 81-82
• 
  Guoyu Lu, Yan Yan, Li Ren, Philip Saponaro, Nicu Sebe, Chandra Kambhamettu:
  Where am I in the dark: Exploring active transfer learning on the use of indoor localization based on thermal imaging. 83-92
• 
  Hong Zhang, Ping Wu, Aryel Beck, Zhijun Zhang, Xingyu Gao:
  Adaptive incremental learning of image semantics with application to social robot. 93-101
• 
  Zhiqiang Zeng, Xiaodong Wang, Jian Zhang, Qun Wu:
  Semi-supervised feature selection based on local discriminative information. 102-109
• 
  Zan Gao, Weizhi Nie, Anan Liu, Hua Zhang:
  Evaluation of local spatial-temporal features for cross-view action recognition. 110-117
• 
  Shuo Shang, Danhuai Guo, Jiajun Liu, Kai Zheng, Ji-Rong Wen:
  Finding regions of interest using location based social media. 118-123

Volumes 173, Part 2, January 2016

Special issue on Dimensionality Reduction for Visual Big Data

• 
  Yanwei Pang, Ling Shao:
  Special issue on dimensionality reduction for visual big data. 125-126
• 
  Zeeshan Khawar Malik, Amir Hussain, Q. M. Jonathan Wu:
  An online generalized eigenvalue version of Laplacian Eigenmaps for visual big data. 127-136
• 
  Bo Li, Lei Lei, Xiao-Ping (Steven) Zhang:
  Constrained discriminant neighborhood embedding for high dimensional data feature extraction. 137-144
• 
  Sheng Huang, Dan Yang, Yongxin Ge, Xiaohong Zhang:
  Discriminant Hyper-Laplacian Projections and its scalable extension for dimensionality reduction. 145-153
• 
  Chao Yao, Zhaoyang Lu, Jing Li, Wei Jiang, Jungong Han:
  An improved Fisher discriminant vector employing updated between-scatter matrix. 154-162
• 
  Xiumei Wang, Weifang Liu, Jie Li, Xinbo Gao:
  A novel dimensionality reduction method with discriminative generalized eigen-decomposition. 163-171
• 
  Peiguang Jing, Zhong Ji, Yunlong Yu, Zhongfei Zhang:
  Visual search reranking with RElevant Local Discriminant Analysis. 172-180
• 
  Miaomiao Cui, Jiangtao Cui, Hui Li:
  Dimensionality reduction for histogram features: A distance-adaptive approach. 181-195
• 
  Gitam Shikkenawis, Suman K. Mitra:
  On some variants of locality preserving projection. 196-211
• 
  Mohammadreza Babaee, Stefanos Tsoukalas, Maryam Babaee, Gerhard Rigoll, Mihai Datcu:
  Discriminative Nonnegative Matrix Factorization for dimensionality reduction. 212-223
• 
  Yong Liu, Yiyi Liao, Liang Tang, Feng Tang, Weicong Liu:
  General subspace constrained non-negative matrix factorization for data representation. 224-232
• 
  Fuming Sun, Meixiang Xu, Xuekao Hu, Xiaojun Jiang:
  Graph regularized and sparse nonnegative matrix factorization with hard constraints for data representation. 233-244
• 
  Mohammadreza Babaee, Stefanos Tsoukalas, Gerhard Rigoll, Mihai Datcu:
  Immersive visualization of visual data using nonnegative matrix factorization. 245-255
• 
  Li Liu, Weikai Lin, Jing Pan, Mingwu Jin:
  X-ray computed tomography using sparsity based regularization. 256-269
• 
  Wei Zhao, Zheng Liu, Ziyu Guan, Binbin Lin, Deng Cai:
  Orthogonal Projective Sparse Coding for image representation. 270-277
• 
  Raja Giryes:
  A greedy algorithm for the analysis transform domain. 278-289
• 
  Songjiang Lou, Xiaoming Zhao, Yuelong Chuang, Haitao Yu, Shiqing Zhang:
  Graph Regularized Sparsity Discriminant Analysis for face recognition. 290-297
• 
  Min Wang, Shuyuan Yang, Bin Wu:
  Hierarchical Representation Learning based spatio-temporal data redundancy reduction. 298-305
• 
  Asma ElAdel, Mourad Zaied, Chokri Ben Amar:
  Fast beta wavelet network-based feature extraction for image copy detection. 306-316
• 
  Yinghuan Shi, Yaozong Gao, Shu Liao, Daoqiang Zhang, Yang Gao, Dinggang Shen:
  A learning-based CT prostate segmentation method via joint transductive feature selection and regression. 317-331
• 
  Yi Tang, Xinrong Li:
  Set-based similarity learning in subspace for agricultural remote sensing classification. 332-338
• 
  Jianwei Niu, Xiaoke Zhao, Muhammad Ali Abdul Aziz:
  A novel affect-based model of similarity measure of videos. 339-345
• 
  Quan Zou, Jian-Cang Zeng, Liujuan Cao, Rongrong Ji:
  A novel features ranking metric with application to scalable visual and bioinformatics data classification. 346-354
• 
  Lei Liu, Xiao Bai, Huigang Zhang, Jun Zhou, Wenzhong Tang:
  Describing and learning of related parts based on latent structural model in big data. 355-363
• 
  Quan-Qi Chen, Yu-Jin Zhang:
  Cluster trees of improved trajectories for action recognition. 364-372
• 
  Zhiwu Lu, Liwei Wang, Ji-Rong Wen:
  Image classification by visual bag-of-words refinement and reduction. 373-384
• 
  Moacir Ponti, Tiago S. Nazaré, Gabriela S. Thumé:
  Image quantization as a dimensionality reduction procedure in color and texture feature extraction. 385-396
• 
  Mingming Xu, Liangpei Zhang, Bo Du, Lefei Zhang:
  An image-based endmember bundle extraction algorithm using reconstruction error for hyperspectral imagery. 397-405
• 
  Cong Jia, Jinqing Qi, Xiaohui Li, Huchuan Lu:
  Saliency detection via a unified generative and discriminative model. 406-417
• 
  Shiming Ge, Rui Yang, Yuqing He, Kaixuan Xie, Hongsong Zhu, Shuixian Chen:
  Learning multi-channel correlation filter bank for eye localization. 418-424
• 
  Xue Li, Yu-Jin Zhang, Bin Shen, Bao-Di Liu:
  Low-rank image tag completion with dual reconstruction structure preserved. 425-433
• 
  Suting Chen, Hao Meng, Chuang Zhang, Changshu Liu:
  A KD curvature based corner detector. 434-441
• 
  Rodolphe Priam, Mohamed Nadif, Gérard Govaert:
  Generalized topographic block model. 442-449
• 
  Xueming Wang, Jinhui Tang, Jianwei Niu, Xiaoke Zhao:
  Vision-based two-step brake detection method for vehicle collision avoidance. 450-461
• 
  Chuang Zhang, Jing Pan, Suting Chen, Tingting Wang, Dongjiao Sun:
  No reference image quality assessment using sparse feature representation in two dimensions spatial correlation. 462-470

Volumes 173, Part 3, January 2016

Research Articles

• 
  Yongjun He, Guanglu Sun, Jiqing Han:
  Optimization of learned dictionary for sparse coding in speech processing. 471-482
• 
  Qi Wu, Jianfeng Mao, Chuanfeng Wei, Shan Fu, Rob Law, Lu Ding, Bi-Ting Yu, Jia Bo, Changpeng Yang:
  Hybrid BF-PSO and fuzzy support vector machine for diagnosis of fatigue status using EMG signal features. 483-500
• 
  Jingjing Li, Yue Wu, Jidong Zhao, Ke Lu:
  Multi-manifold Sparse Graph Embedding for Multi-modal Image Classification. 501-510
• 
  Li Zhuo, Zhen Geng, Jing Zhang, Xiaoguang Li:
  ORB feature based web pornographic image recognition. 511-517
• 
  Yupei Zhang, Ming Xiang, Bo Yang:
  Linear dimensionality reduction based on Hybrid structure preserving projections. 518-529
• 
  Xiaohui Zhao, Yicheng Jiang, Tania Stathaki, Huisheng Zhang:
  Gait recognition method for arbitrary straight walking paths using appearance conversion machine. 530-540
• 
  Hoangvu Nguyen, Wankou Yang, Biyun Sheng, Changyin Sun:
  Discriminative low-rank dictionary learning for face recognition. 541-551
• 
  Ruiqing Zhang, Zhenfang Hu, Gang Pan, Yueming Wang:
  Robust discriminative non-negative matrix factorization. 552-561
• 
  Xin Shi, Jiannan Li, Qingyu Xiong, Yinfang Wu, Yupeng Yuan:
  Research of uniformity evaluation model based on entropy clustering in the microwave heating processes. 562-572
• 
  Jizheng Yi, Xia Mao, Lijiang Chen, Alberto Rovetta:
  Illumination compensation for facial feature point localization in a single 2D face image. 573-579
• 
  Marat Akhmet, Mehmet Onur Fen, Aysegül Kivilcim:
  Li-Yorke chaos generation by SICNNs with chaotic/almost periodic postsynaptic currents. 580-594
• 
  Juntao Li, Yadi Wang, Yimin Cao, Cunshuan Xu:
  Weighted doubly regularized support vector machine and its application to microarray classification with noise. 595-605
• 
  Abdesselem Boulkroune, Amel Bouzeriba, Toufik Bouden:
  Fuzzy generalized projective synchronization of incommensurate fractional-order chaotic systems. 606-614
• 
  Miao Liao, Yu-qian Zhao, Xiang-hua Li, Peishan Dai, Xiao-wen Xu, Jun-kai Zhang, Beiji Zou:
  Automatic segmentation for cell images based on bottleneck detection and ellipse fitting. 615-622
• 
  Jiedi Sun, Yuxia Li, Jiangtao Wen, Shengnan Yan:
  Novel mixing matrix estimation approach in underdetermined blind source separation. 623-632
• 
  Yixiang Lu, Qingwei Gao, Dong Sun, Yi Xia, Dexiang Zhang:
  SAR speckle reduction using Laplace mixture model and spatial mutual information in the directionlet domain. 633-644
• 
  Jung-Min Pak, Choon Ki Ahn, Peng Shi, Myo-Taeg Lim:
  Self-recovering extended Kalman filtering algorithm based on model-based diagnosis and resetting using an assisting FIR filter. 645-658
• 
  Kehan Shi, Dazhi Zhang, Zhichang Guo, Jiebao Sun, Boying Wu:
  A non-divergence diffusion equation for removing impulse noise and mixed Gaussian impulse noise. 659-670
• 
  Wenwen Shen, Zhigang Zeng, Shiping Wen:
  Synchronization of complex dynamical network with piecewise constant argument of generalized type. 671-675
• 
  Rongrong Wang, Hui Jing, Chuan Hu, Mohammed Chadli, Fengjun Yan:
  Robust H_∞ output-feedback yaw control for in-wheel motor driven electric vehicles with differential steering. 676-684
• 
  Jingwen Zhu, Jitao Sun:
  Global exponential stability of Clifford-valued recurrent neural networks. 685-689
• 
  Bin Xu, Qi Zhang, Yongping Pan:
  Neural network based dynamic surface control of hypersonic flight dynamics using small-gain theorem. 690-699
• 
  Renato Cordeiro de Amorim, Vladimir Makarenkov:
  Applying subclustering and L_p distance in Weighted K-Means with distributed centroids. 700-707
• 
  Weitao Li, Keqiong Chen, Dianhui Wang:
  Industrial image classification using a randomized neural-net ensemble and feedback mechanism. 708-714
• 
  Yuzhu Guo, Lingzhong Guo, S. A. Billings, Hua-Liang Wei:
  Ultra-Orthogonal Forward Regression Algorithms for the Identification of Non-Linear Dynamic Systems. 715-723
• 
  Yi Zhang, Qiaoling Zhang, Guofeng Zhang:
  H_∞ control of T-S fuzzy fish population logistic model with the invasion of alien species. 724-733
• 
  Chun-Fei Hsu, Chun-Wei Chang:
  Intelligent dynamic sliding-mode neural control using recurrent perturbation fuzzy neural networks. 734-743
• 
  Liping Xie, Haikun Wei, Junsheng Zhao, Kanjian Zhang:
  Automatic feature extraction based structure decomposition method for multi-classification. 744-750
• 
  Changchun Hua, Guopin Liu, Liuliu Zhang, Xinping Guan:
  Output feedback tracking control for nonlinear time-delay systems with tracking errors and input constraints. 751-758
• 
  Xiwei Liu, Ying Liu, Lingjun Zhou:
  Quasi-synchronization of nonlinear coupled chaotic systems via aperiodically intermittent pinning control. 759-767
• 
  Xingce Wang, Zhongke Wu, Junchen Shen, Ting Zhang, Xiao Mou, Mingquan Zhou:
  Repairing the cerebral vascular through blending Ball B-Spline curves with G² continuity. 768-777
• 
  Zhifei Shao, Meng Joo Er:
  An online sequential learning algorithm for regularized Extreme Learning Machine. 778-788
• 
  Junge Shen, Cheng Deng, Xinbo Gao:
  Attraction recommendation: Towards personalized tourism via collective intelligence. 789-798
• 
  Lu Liu, Dan Wang, Zhouhua Peng:
  Path following of marine surface vehicles with dynamical uncertainty and time-varying ocean disturbances. 799-808
• 
  Anding Dai, Wuneng Zhou, Yuhua Xu, Cuie Xiao:
  Adaptive exponential synchronization in mean square for Markovian jumping neutral-type coupled neural networks with time-varying delays by pinning control. 809-818
• 
  Hongjing Liang, Huaguang Zhang, Zhanshan Wang, Junyi Wang:
  Distributed stabilized region regulator for synchronization of a class of multi-agent systems. 819-826
• 
  Jun Cheng, Hailing Wang, Shiqiang Chen, Zhijun Liu, Jun Yang:
  Robust delay-derivative-dependent state-feedback control for a class of continuous-time system with time-varying delays. 827-834
• 
  Yong Zhang, Meng Joo Er:
  Sequential active learning using meta-cognitive extreme learning machine. 835-844
• 
  Deqing Wang, Hui Zhang, Rui Liu, Xianglong Liu, Jing Wang:
  Unsupervised feature selection through Gram-Schmidt orthogonalization - A word co-occurrence perspective. 845-854
• 
  Md. Zakir Hossain, Md. Monirul Kabir, Md. Shahjahan:
  A robust feature selection system with Colin's CCA network. 855-863
• 
  Xiaojun Zhou, David Yang Gao, Chunhua Yang, Weihua Gui:
  Discrete state transition algorithm for unconstrained integer optimization problems. 864-874
• 
  Dianwei Qian, Shiwen Tong, Hong Liu, Xiangjie Liu:
  Load frequency control by neural-network-based integral sliding mode for nonlinear power systems with wind turbines. 875-885
• 
  Wajaree Weera, Piyapong Niamsup:
  Novel delay-dependent exponential stability criteria for neutral-type neural networks with non-differentiable time-varying discrete and neutral delays. 886-898
• 
  Wenqin Wang, Yongzhi Wang, Sing Kiong Nguang, Shouming Zhong, Feng Liu:
  Delay partition method for the robust stability of uncertain genetic regulatory networks with time-varying delays. 899-911
• 
  Ke Ji, Runyuan Sun, Xiang Li, Wenhao Shu:
  Improving matrix approximation for recommendation via a clustering-based reconstructive method. 912-920
• 
  Bo Du, Yurong Liu, Hanan Ali Batarfi, Fuad E. Alsaadi:
  Almost periodic solution for a neutral-type neural networks with distributed leakage delays on time scales. 921-929
• 
  Weiying Xie, Yunsong Li, Yide Ma:
  Breast mass classification in digital mammography based on extreme learning machine. 930-941
• 
  Hongjie Li, Hongye Su:
  Second-order consensus in multi-agent systems with directed topologies and communication constraints. 942-952
• 
  Ronghui Li, Tieshan Li, Weiwei Bai, Xian Du:
  An adaptive neural network approach for ship roll stabilization via fin control. 953-957
• 
  Guo-Feng Fan, Li-Ling Peng, Wei-Chiang Hong, Fan Sun:
  Electric load forecasting by the SVR model with differential empirical mode decomposition and auto regression. 958-970
• 
  Xinhong Zhang, Wenxue Li, Ke Wang:
  The existence, uniqueness and global exponential stability of periodic solution for a coupled system on networks with time delays. 971-978
• 
  Wen Zhang, Hua Zou, Longqiang Luo, Qianchao Liu, Weijian Wu, Wenyi Xiao:
  Predicting potential side effects of drugs by recommender methods and ensemble learning. 979-987
• 
  Yongwei Liu, Jianfeng Hu:
  A neural network for ℓ₁-ℓ₂ minimization based on scaled gradient projection: Application to compressed sensing. 988-993
• 
  Yongping Li, Xiaofeng Liao, Huaqing Li:
  Global attracting sets of non-autonomous and complex-valued neural networks with time-varying delays. 994-1000
• 
  Luciana dos Santos Belo, Carlos Antônio Caetano Jr., Zenilton Kleber Gonçalves do Patrocínio Jr., Silvio Jamil Ferzoli Guimarães:
  Summarizing video sequence using a graph-based hierarchical approach. 1001-1016
• 
  Bin Yang, Rui Wang, Georgi M. Dimirovski:
  Delay-dependent stability for neural networks with time-varying delays via a novel partitioning method. 1017-1027
• 
  Wei Yang, Shaocheng Tong:
  Robust stabilization of switched fuzzy systems with actuator dead zone. 1028-1033
• 
  Wentao Zhang, Kit Ian Kou, Jungang Lou, Yang Liu:
  Observer based consensus for nonlinear multi-agent systems with communication failures. 1034-1043
• 
  Qiang Liu, Sihang Zhou, Chengzhang Zhu, Xinwang Liu, Jianping Yin:
  MI-ELM: Highly efficient multi-instance learning based on hierarchical extreme learning machine. 1044-1053
• 
  Zhixiong Zhong, Jinyong Yu, Yidong He, Tasawar Hayat, Fuad E. Alsaadi:
  Fuzzy-model-based decentralized dynamic-output-feedback H ∞ control for large-scale nonlinear systems with time-varying delays. 1054-1065
• 
  Wei Zhang, Chuandong Li, Tingwen Huang, Junjian Huang:
  Stability and synchronization of memristor-based coupling neural networks with time-varying delays via intermittent control. 1066-1072
• 
  Yueqing Wang, Yong Dou, Xinwang Liu, Yuanwu Lei:
  PR-ELM: Parallel regularized extreme learning machine based on cluster. 1073-1081
• 
  Congjiang Wang, Shaosheng Zhou, Yangyang Kong:
  State feedback control of interval type-2 T-S model based uncertain stochastic systems with unmatched premises. 1082-1095
• 
  Debao Chen, Renquan Lu, Feng Zou, Suwen Li:
  Teaching-learning-based optimization with variable-population scheme and its application for ANN and global optimization. 1096-1111
• 
  Sajjad Manzoor, Youngjin Choi:
  A unified neural oscillator model for various rhythmic locomotions of snake-like robot. 1112-1123
• 
  Nasser L. Azad,