Journal: Neural Processing Letters

Volume 46, Issue 3

747 -- 750Andreu Català Mallofré, Gonzalo Joya Caparrós, Ignacio Rojas Ruiz. Editorial
751 -- 766Diego P. P. Mesquita, João P. P. Gomes, Amauri Holanda de Souza Júnior. Ensemble of Efficient Minimal Learning Machines for Classification and Regression
767 -- 790Antonio Manuel Durán-Rosal, Monica-de la Paz-Marin, Pedro Antonio Gutiérrez, César Hervás-Martínez. Identifying Market Behaviours Using European Stock Index Time Series by a Hybrid Segmentation Algorithm
791 -- 809Marco Vannucci, Valentina Colla, Silvia Cateni. Learners Reliability Estimated Through Neural Networks Applied to Build a Novel Hybrid Ensemble Method
811 -- 827Ruxandra Stoean, Catalin Stoean, Adrian Sandita, Daniela Ciobanu, Cristian Mesina. Interpreting Decision Support from Multiple Classifiers for Predicting Length of Stay in Patients with Colorectal Carcinoma - What can a Professional Get from the Opinions of Different Models?
829 -- 844David Díaz-Vico, Alberto Torres-Barrán, Adil Omari, José R. Dorronsoro. Deep Neural Networks for Wind and Solar Energy Prediction
845 -- 855Thomas Grubinger, Adriana Birlutiu, Holger Schöner, Thomas Natschläger, Tom Heskes. Multi-Domain Transfer Component Analysis for Domain Generalization
857 -- 880Borja Seijo-Pardo, Verónica Bolón-Canedo, Amparo Alonso-Betanzos. Testing Different Ensemble Configurations for Feature Selection
881 -- 897José Guerrero, Óscar Valero, Gabriel Oliver. Toward a Possibilistic Swarm Multi-robot Task Allocation: Theoretical and Experimental Results
899 -- 914Francisco Ortega-Zamorano, José M. Jerez, Gustavo Juárez, Leonardo Franco. FPGA Implementation of Neurocomputational Models: Comparison Between Standard Back-Propagation and C-Mantec Constructive Algorithm
915 -- 942Rohit Rawat, Michael T. Manry. Second Order Training of a Smoothed Piecewise Linear Network
943 -- 960Isar Nejadgholi, Seyyed Ali Seyyedsalehi, Sylvain Chartier. A Brain-Inspired Method of Facial Expression Generation Using Chaotic Feature Extracting Bidirectional Associative Memory
961 -- 968Dongpo Xu, Jian Dong, Chengdong Zhang. Convergence of Quasi-Newton Method for Fully Complex-Valued Neural Networks
969 -- 990Yinfang Song, Wen Sun. Adaptive Synchronization of Stochastic Memristor-Based Neural Networks with Mixed Delays
991 -- 1007M. Syed Ali, S. Saravanan, M. Esther Rani, S. Elakkia, Jinde Cao, Ahmed Alsaedi, Tasawar Hayat. Asymptotic Stability of Cohen-Grossberg BAM Neutral Type Neural Networks with Distributed Time Varying Delays
1009 -- 1029Weiqiang Gong, Jinling Liang, Xiu Kan, Xiaobing Nie. Robust State Estimation for Delayed Complex-Valued Neural Networks
1031 -- 1042Yunyun Wang, Yan Meng, Zhenyong Fu, Hui Xue. Towards Safe Semi-supervised Classification: Adjusted Cluster Assumption via Clustering
1043 -- 1057Xinrong Zhang, Weili Xiong, Baoguo Xu. A Computationally Efficient Received Signal Strength Based Localization Algorithm in Closed-Form for Wireless Sensor Network
1059 -- 1081Zhaoshuang He, Caihong Li, Yulin Shen, Anping He. A Hybrid Model Equipped with the Minimum Cycle Decomposition Concept for Short-Term Forecasting of Electrical Load Time Series
1083 -- 1094Anzhi Wang, Minghui Wang, Xiaoyan Li, Zetian Mi, Huan Zhou. A Two-Stage Bayesian Integration Framework for Salient Object Detection on Light Field
1095 -- 1119Chen Liu, Weiyan Hou, Deyin Liu. Foreign Exchange Rates Forecasting with Convolutional Neural Network

Volume 46, Issue 2

379 -- 409Wui Lee Chang, Kai Meng Tay, Chee Peng Lim. A New Evolving Tree-Based Model with Local Re-learning for Document Clustering and Visualization
411 -- 425Sattar Seifollahi, Adil M. Bagirov, Robert Layton, Iqbal Gondal. Optimization Based Clustering Algorithms for Authorship Analysis of Phishing Emails
427 -- 449Jun Ye, Zhong Jin. Graph-Regularized Local Coordinate Concept Factorization for Image Representation
451 -- 466Yuting Cao, Shiping Wen, Tingwen Huang. New Criteria on Exponential Lag Synchronization of Switched Neural Networks with Time-Varying Delays
467 -- 485Jian Liu, Rui Xu. Delay-Dependent Passivity and Stability Analysis for a Class of Memristor-Based Neural Networks with Time Delay in the Leakage Term
487 -- 506Chaouki Aouiti, Mohammed Salah M'hamdi, Farouk Chérif. New Results for Impulsive Recurrent Neural Networks with Time-Varying Coefficients and Mixed Delays
507 -- 519YanLi Xu. Exponential Stability of Weighted Pseudo Almost Periodic Solutions for HCNNs with Mixed Delays
521 -- 536Jing-yu Yang, Quan-Sen Sun. A Novel Generalized Fuzzy Canonical Correlation Analysis Framework for Feature Fusion and Recognition
537 -- 547Li Li, Yongqing Yang, Fei Wang. The Sampled-data Exponential Stability of BAM with Distributed Leakage Delays
549 -- 559Xinsheng Liu, Zhe Xing, Wanlin Guo. Encoding and Decoding Neural Population Signals for Two-Dimensional Stimulus
561 -- 580Xiaoshuai Ding, Jinde Cao, Xuan Zhao, Fuad E. Alsaadi. Finite-time Stability of Fractional-order Complex-valued Neural Networks with Time Delays
581 -- 594Xiaodong Gu, Yiwei Gu, Haibing Wu. Cascaded Convolutional Neural Networks for Aspect-Based Opinion Summary
595 -- 607Sihai Guan, Zhi Li. Normalised Spline Adaptive Filtering Algorithm for Nonlinear System Identification
609 -- 626Shan Gai. Efficient Color Texture Classification Using Color Monogenic Wavelet Transform
627 -- 642Zi-ang Ma, Zhiyu Xiang. Robust Visual Tracking via Binocular Consistent Sparse Learning
643 -- 662Xia Li, Peifeng Niu, Guoqiang Li 0002, Jianping Liu. An Adaptive Extreme Learning Machine for Modeling NOx Emission of a 300 MW Circulating Fluidized Bed Boiler
663 -- 679Jorge D. Rios, Alma Y. Alanis, Nancy Arana-Daniel, Carlos López-Franco. Recurrent High Order Neural Observer for Discrete-Time Non-Linear Systems with Unknown Time-Delay
681 -- 704Gholam Ali Montazer, Davar Giveki. Scene Classification Using Multi-Resolution WAHOLB Features and Neural Network Classifier
705 -- 717Min Han, Ruiquan Zhang, Meiling Xu. Multivariate Chaotic Time Series Prediction Based on ELM-PLSR and Hybrid Variable Selection Algorithm
719 -- 745Adnène Arbi, Jinde Cao. Pseudo-Almost Periodic Solution on Time-Space Scales for a Novel Class of Competitive Neutral-Type Neural Networks with Mixed Time-Varying Delays and Leakage Delays

Volume 46, Issue 1

1 -- 13Yu Wang, Jihong Li, Yanfang Li. Choosing Between Two Classification Learning Algorithms Based on Calibrated Balanced 5 × 2 Cross-Validated F-Test
15 -- 28Mojtaba Nayyeri, Alaleh Maskooki, Reza Monsefi. A New Sparse Learning Machine
29 -- 39Jie Tan, Chuandong Li. Finite-Time Stability of Neural Networks with Impulse Effects and Time-Varying Delay
41 -- 58Changjin Xu, Peiluan Li. Pseudo Almost Periodic Solutions for High-Order Hopfield Neural Networks with Time-Varying Leakage Delays
59 -- 69Yuanyuan Li. Impulsive Synchronization of Stochastic Neural Networks via Controlling Partial States
71 -- 81Emel Arslan, M. Syed Ali, S. Saravanan. Finite-Time Stability of Stochastic Cohen-Grossberg Neural Networks with Markovian Jumping Parameters and Distributed Time-Varying Delays
83 -- 111Weiyuan Zhang, Junmin Li, Chenyang Ding, Keyi Xing. p th Moment Exponential Stability of Hybrid Delayed Reaction-Diffusion Cohen-Grossberg Neural Networks
113 -- 133M. Syed Ali, J. Yogambigai. Exponential Stability of Semi-Markovian Switching Complex Dynamical Networks with Mixed Time Varying Delays and Impulse Control
135 -- 158YaLi Dong, Shuang Liang, Liangliang Guo. Robustly Exponential Stability Analysis for Discrete-Time Stochastic Neural Networks with Interval Time-Varying Delays
159 -- 169Chunhui Ding, Zhengwei Hu, Saleem Karmoshi, Ming Zhu. A Novel Two-stage Learning Pipeline for Deep Neural Networks
171 -- 194Xiyu Liu, Jie Xue. A Cluster Splitting Technique by Hopfield Networks and P Systems on Simplices
195 -- 217Xuezhong Wang, Haifeng Ma, Predrag S. Stanimirovic. Nonlinearly Activated Recurrent Neural Network for Computing the Drazin Inverse
219 -- 232Xizhan Gao, Quansen Sun, Haitao Xu. Multiple Instance Learning via Semi-supervised Laplacian TSVM
233 -- 250Changxing Wu, Xiaodong Shi, Jinsong Su, Yidong Chen, Yanzhou Huang. Co-training for Implicit Discourse Relation Recognition Based on Manual and Distributed Features
251 -- 269F. Fernández-Navarro. A Generalized Logistic Link Function for Cumulative Link Models in Ordinal Regression
271 -- 291Chao Zhou, Wanli Zhang, Xinsong Yang, Chen Xu, Jianwen Feng. Finite-Time Synchronization of Complex-Valued Neural Networks with Mixed Delays and Uncertain Perturbations
293 -- 311Yiping Cheng. Backpropagation for Fully Connected Cascade Networks
313 -- 328Dashan Guo, Wei Li, Xiangzhong Fang. Capturing Temporal Structures for Video Captioning by Spatio-temporal Contexts and Channel Attention Mechanism
329 -- 342YanLi Xu. Exponential Stability of Pseudo Almost Periodic Solutions for Neutral Type Cellular Neural Networks with D Operator
343 -- 354Hanlin He, Wenwei Xu, Mei Jiang. Guaranteed Cost Anti-windup Stabilization of Discrete Delayed Cellular Neural Networks
355 -- 378Mai Viet Thuan, Nguyen Thi Huyen Thu. New Results on Reachable Sets Bounding for Switched Neural Networks Systems with Discrete, Distributed Delays and Bounded Disturbances