Journal: Neural Processing Letters

Volume 52, Issue 3

1703 -- 1721Wee Pheng Goh, Xiaohui Tao, Ji Zhang 0001, Jianming Yong. Feature-Based Learning in Drug Prescription System for Medical Clinics
1723 -- 1744Li Li, Kaiyi Zhao, Sicong Li, Ruizhi Sun, Saihua Cai. Extreme Learning Machine for Supervised Classification with Self-paced Learning
1745 -- 1763Tong Liu 0016, Gaven Martin. Joint Feature Selection with Dynamic Spectral Clustering
1765 -- 1791Luyao Liu, Zheng Zhang 0006, Zi Huang. Flexible Discrete Multi-view Hashing with Collective Latent Feature Learning
1793 -- 1809Guoqiu Wen, Yonghua Zhu, Mengmeng Zhan, Malong Tan. Sparse Low-Rank and Graph Structure Learning for Supervised Feature Selection
1811 -- 1826Linjun Chen, Guangquan Lu, Yangding Li, Jiaye Li, Malong Tan. Local Structure Preservation for Nonlinear Clustering
1827 -- 1842Mengmeng Zhan, Guangquan Lu, Guoqiu Wen, Leyuan Zhang, Lin Wu. Using Locality Preserving Projections to Improve the Performance of Kernel Clustering
1843 -- 1862Tong Liu 0016, Gaven Martin, Yongxin Zhu, Lin Peng, Li Li. Joint Robust Multi-view Spectral Clustering
1863 -- 1879Zhou Yu, Yijun Song, Jun Yu 0002, Meng Wang 0001, Qingming Huang. Intra- and Inter-modal Multilinear Pooling with Multitask Learning for Video Grounding
1881 -- 1892Jin Yan, Yingying Zhu. Convolutional Sparse Coded Dynamic Brain Functional Connectivity
1893 -- 1912Cong Jin, Yun Tie, Yong Bai, Xin Lv, Shouxun Liu. A Style-Specific Music Composition Neural Network
1913 -- 1925Qimin Luo, Guoqiu Wen, Leyuan Zhang, Mengmeng Zhan. An Efficient Algorithm Combining Spectral Clustering with Feature Selection
1927 -- 1944Li Li, Kaiyi Zhao, Ruizhi Sun, Jiangzhang Gan, Gang Yuan, Tong Liu. Parameter-Free Extreme Learning Machine for Imbalanced Classification
1945 -- 1968Abdullah Aman Khan, Jie Shao, Waqar Ali, Saifullah Tumrani. Content-Aware Summarization of Broadcast Sports Videos: An Audio-Visual Feature Extraction Approach
1969 -- 1981Lingzhong Zhang, Yongqing Yang. Bipartite Synchronization Analysis of Fractional Order Coupled Neural Networks with Hybrid Control
1983 -- 1995Xiaoxin Sun, Haobo Zhang, Meiqi Wang, Mengying Yu, Minghao Yin, Bangzuo Zhang. Deep Plot-Aware Generalized Matrix Factorization for Collaborative Filtering
1997 -- 2020Marzieh Mortezaee, Mehdi Ghovatmand, Alireza Nazemi. An Application of Generalized Fuzzy Hyperbolic Model for Solving Fractional Optimal Control Problems with Caputo-Fabrizio Derivative
2021 -- 2041Hector Cano-Rocha, Raul Gonzalez-Garcia. Stochastic One-Step Training for Feedforward Artificial Neural Networks
2043 -- 2067Xuhui Zhu, Zhiwei Ni, Liping Ni, Feifei Jin, Meiying Cheng, Zhangjun Wu. Ensemble pruning of ELM via migratory binary glowworm swarm optimization and margin distance minimization
2069 -- 2088Yigang Zhang, Jianwei Xia, Xia Huang, Jing Wang, Hao Shen. ∞ Filtering for Discrete-Time Fuzzy Markov Jump Neural Networks with Unreliable Communication Links
2089 -- 2108Gnaneswaran Nagamani, M. Shafiya, G. Soundararajan. An LMI Based State Estimation for Fractional-Order Memristive Neural Networks with Leakage and Time Delays
2109 -- 2125Manuel Gil-Martín, Rubén San Segundo, Ricardo de Córdoba, José Manuel Pardo. Robust Biometrics from Motion Wearable Sensors Using a D-vector Approach
2127 -- 2149Haishun Du, Yuxi Wang, Fan Zhang, Yi Zhou 0004. Low-Rank Discriminative Adaptive Graph Preserving Subspace Learning
2151 -- 2173Shang Gao, Wenlu Dong, Ke Cheng, Xibei Yang, Shang Zheng, Hualong Yu. Adaptive Decision Threshold-Based Extreme Learning Machine for Classifying Imbalanced Multi-label Data
2175 -- 2188Gang Bao, Yue Peng, Xue Zhou, Shunqi Gong. Region Stability and Stabilization of Recurrent Neural Network with Parameter Disturbances
2189 -- 2210Anjana Gosain, Sonika Dahiya. A New Robust Fuzzy Clustering Approach: DBKIFCM
2211 -- 2239Manisha Singla, Debdas Ghosh, K. K. Shukla. Improved Sparsity of Support Vector Machine with Robustness Towards Label Noise Based on Rescaled α-Hinge Loss with Non-smooth Regularizer
2241 -- 2251Nikolaos P. Anastasopoulos, Ioannis G. Tsoulos, Evaggelos Karvounis, Alexandros T. Tzallas. Locate the Bounding Box of Neural Networks with Intervals
2253 -- 2274Zihan Li, Xiwei Liu. Finite Time Anti-synchronization of Quaternion-Valued Neural Networks with Asynchronous Time-Varying Delays
2275 -- 2295Jinding Wang, Haifeng Hu 0001. Complementary Boundary Estimation Network for Temporal Action Proposal Generation
2297 -- 2318Özgür Kisi, Meysam Alizamir, Slavisa Trajkovic, Jalal Shiri, Sungwon Kim. Solar Radiation Estimation in Mediterranean Climate by Weather Variables Using a Novel Bayesian Model Averaging and Machine Learning Methods
2319 -- 2352Heinke Hihn, Daniel A. Braun. Specialization in Hierarchical Learning Systems
2353 -- 2369Shuqin Chen, Xian Zhong, Lin Li 0001, Wenxuan Liu, Cheng Gu, Luo Zhong. Adaptively Converting Auxiliary Attributes and Textual Embedding for Video Captioning Based on BiLSTM
2371 -- 2397Ting Ke, Lidong Zhang, Xuechun Ge, Hui Lv, Min Li. ∞-norm
2399 -- 2413Xiaopeng Gong, Xiabi Liu, Xin Duan, Yushuo Li. EW-Fisher: A Novel Loss Function for Deep Learning-Based Image Co-Segmentation
2415 -- 2449Liang Niu, Jianwu Wan, Hongyuan Wang, Kaiwei Zhou. Cost-sensitive Dictionary Learning for Software Defect Prediction
2451 -- 2468Yuting Cao, Bo Sun 0002, Zhenyuan Guo, Tingwen Huang, Zheng Yan 0001, Shiping Wen. Global Stabilization of Memristive Neural Networks with Leakage and Time-Varying Delays Via Quantized Sliding-Mode Controller
2469 -- 2491Dounia Yedjour. Extracting Classification Rules from Artificial Neural Network Trained with Discretized Inputs
2493 -- 2512Haiyang Yu, Chunyi Chen, Huamin Yang. Two-Stage Game Strategy for Multiclass Imbalanced Data Online Prediction
2513 -- 2535Lei Zhang 0029, Zhizheng Liang. Robust Two-Dimensional Linear Discriminant Analysis via Information Divergence
2537 -- 2563Esteban J. Palomo, Ezequiel López-Rubio, Francisco Ortega-Zamorano, Rafaela Benítez-Rochel. Exploratory Data Analysis and Foreground Detection with the Growing Hierarchical Neural Forest
2565 -- 2581Luca Parisi, Narrendar RaviChandran. Evolutionary Denoising-Based Machine Learning for Detecting Knee Disorders
2583 -- 2605Ludwig Lausser, Lisa M. Schäfer, Silke Kühlwein, Angelika M. R. Kestler, Hans A. Kestler. Detecting Ordinal Subcascades
2607 -- 2636Lin Wang, Binrong Wu, Qing Zhu, Yu-Rong Zeng. Forecasting Monthly Tourism Demand Using Enhanced Backpropagation Neural Network
2637 -- 2653Zhao Yang, Yuanxin Zhu, Tie Liu, Sai Zhao, Yunyan Wang, Dapeng Tao. Output Layer Multiplication for Class Imbalance Problem in Convolutional Neural Networks
2655 -- 2668Riadh Ayachi, Yahia Said, Abdessalem Ben Abdelaali. Pedestrian Detection Based on Light-Weighted Separable Convolution for Advanced Driver Assistance Systems
2669 -- 2686Dong Ding, Ze Tang, Yan Wang 0049, Zhicheng Ji. Adaptive Synchronization of Complex Dynamical Networks via Distributed Pinning Impulsive Control
2687 -- 2695Yan Xiong, Xin Tong. Convergence of Batch Gradient Method Based on the Entropy Error Function for Feedforward Neural Networks

Volume 52, Issue 2

935 -- 948Jiarong Dong, Ke Gao, Xiaokai Chen, Juan Cao. Refocused Attention: Long Short-Term Rewards Guided Video Captioning
949 -- 960Mao Li, Jiancheng Lv, Jian Wang, Yongsheng Sang. An Abstract Painting Generation Method Based on Deep Generative Model
961 -- 975Fuqiang Zhou, Lin Wang, Zuoxin Li, Wangxia Zuo, Haishu Tan. Unsupervised Learning Approach for Abnormal Event Detection in Surveillance Video by Hybrid Autoencoder
977 -- 992Hao Liu, Jie Nie, Yingjian Liu, Yingying Wu, Hanxing Wang, Fangchao Qu, Wei Liu, Yangyang Li. A Multi-modality Sensor System for Unmanned Surface Vehicle
993 -- 1003Shaoning Xiao, Yimeng Li, Yunan Ye, Long Chen 0016, Shiliang Pu, Zhou Zhao, Jian Shao, Jun Xiao 0001. Hierarchical Temporal Fusion of Multi-grained Attention Features for Video Question Answering
1005 -- 1022Qiangguo Jin, Qi Chen, Zhaopeng Meng, Bing Wang, Ran Su. Construction of Retinal Vessel Segmentation Models Based on Convolutional Neural Network
1023 -- 1041Y. B. Liu, T. T. Han, Z. Gao. Pairwise Generalization Network for Cross-Domain Image Recognition
1043 -- 1055Shanlin Sun, Yun Li 0006, Yunfeng Xie, Zhicheng Tan, Xing Yao, Rongyao Zhang. 3D Model Retrieval Using Bipartite Graph Matching Based on Attention
1057 -- 1067Yuting Su, Yuqian Li, Ning Xu 0003, An-An Liu. Hierarchical Deep Neural Network for Image Captioning
1069 -- 1087Shuchen Wu, XiuPing Han, Xiaodi Li. ∞ State Estimation of Static Neural Networks with Mixed Delay
1089 -- 1108Chaoxu Mu, Kaiju Liao, Ling Ren 0004, Zhongke Gao. Approximately Optimal Control of Discrete-Time Nonlinear Switched Systems Using Globalized Dual Heuristic Programming
1109 -- 1121Shirui Wang, Wen'an Zhou, Qiang Zhou. Radical and Stroke-Enhanced Chinese Word Embeddings Based on Neural Networks
1123 -- 1153Cody Dennis, Andries P. Engelbrecht, Beatrice M. Ombuki-Berman. An Analysis of Activation Function Saturation in Particle Swarm Optimization Trained Neural Networks
1155 -- 1170Vylala Anoop, Plakkottu Radhakrishnan Bipin. Super-Resolution Based Automatic Diagnosis of Retinal Disease Detection for Clinical Applications
1171 -- 1187Chengdai Huang, Jinde Cao. Bifurcation Mechanisation of a Fractional-Order Neural Network with Unequal Delays
1189 -- 1205Qiang Li, Jinling Liang. Improved Stabilization Results for Markovian Switching CVNNs with Partly Unknown Transition Rates
1207 -- 1232Zhihao Shang, Zhaoshuang He, Yanru Song, Yi Yang, Lian Li, Yanhua Chen. A Novel Combined Model for Short-Term Electric Load Forecasting Based on Whale Optimization Algorithm
1233 -- 1250M. Syed Ali 0001, M. Usha, Ahmed Alsaedi, Bashir Ahmad 0003. Synchronization of Stochastic Complex Dynamical Networks with Mixed Time-Varying Coupling Delays
1251 -- 1261Jun He, Xinke Li, Ninghui Liu, Shu Zhan. Conditional Generative Adversarial Networks with Multi-scale Discriminators for Prostate MRI Segmentation
1263 -- 1290Yanlin Zhang, Shengfu Deng. Fixed-Time Synchronization of Complex-Valued Memristor-Based Neural Networks with Impulsive Effects
1291 -- 1315Yadan Zhang, Minghui Jiang 0002, Xue Fang. A New Fixed-Time Stability Criterion and Its Application to Synchronization Control of Memristor-Based Fuzzy Inertial Neural Networks with Proportional Delay
1317 -- 1337Xiaobo Xiao, Lai Wei. Robust Subspace Clustering via Latent Smooth Representation Clustering
1339 -- 1358Xiujuan Wang, Yixuan Yan, Xiaoyue Ma. Feature Selection Method Based on Differential Correlation Information Entropy
1359 -- 1376Haocong Wu, Xia Wang, Xiaoyang Liu, Jinde Cao. Finite/Fixed-Time Bipartite Synchronization of Coupled Delayed Neural Networks Under a Unified Discontinuous Controller
1377 -- 1394Mei Liu, Zhanfeng Li, Haijun Jiang, Cheng Hu 0005, Zhiyong Yu. Exponential Synchronization of Complex-Valued Neural Networks Via Average Impulsive Interval Strategy
1395 -- 1413Derya Soydaner. Hyper Autoencoders
1415 -- 1426Zhijie Lin, Zhaoshui He, Peitao Wang, Beihai Tan, Jun Lu, YuLei Bai. SNRNet: A Deep Learning-Based Network for Banknote Serial Number Recognition
1427 -- 1444Fengyi Liu, Yongqing Yang, Aihua Hu, Li Li. Partial Pinning Control for the Synchronization of Fractional-Order Directed Complex Networks
1445 -- 1459Meng Jian, Ting Jia, Lifang Wu, Lei Zhang, Dong Wang. Content-Based Bipartite User-Image Correlation for Image Recommendation
1461 -- 1484Jingyi Qu, Ting Zhao, Meng Ye, Jiayi Li, Chao Liu. Flight Delay Prediction Using Deep Convolutional Neural Network Based on Fusion of Meteorological Data
1485 -- 1500Jiaojiao Hu, Xiaofeng Wang, Ying Zhang, Depeng Zhang, Meng Zhang, Jianru Xue. Time Series Prediction Method Based on Variant LSTM Recurrent Neural Network
1501 -- 1515Zhimin Gao, Pichao Wang, Huogen Wang, Mingliang Xu, Wanqing Li. A Review of Dynamic Maps for 3D Human Motion Recognition Using ConvNets and Its Improvement
1517 -- 1553Jaya Basnet, Abeer Alsadoon, P. W. C. Prasad, Sarmad Al Aloussi, Omar Hisham Alsadoon. A Novel Solution of Using Deep Learning for White Blood Cells Classification: Enhanced Loss Function with Regularization and Weighted Loss (ELFRWL)
1555 -- 1582Pooja Saigal, Reshma Rastogi, Suresh Chandra 0001. Semi-supervised Weighted Ternary Decision Structure for Multi-category Classification
1583 -- 1599Daniel Rodríguez-Chavarría, Miguel A. Gutiérrez-Naranjo, Joaquín Borrego-Díaz. Logic Negation with Spiking Neural P Systems
1601 -- 1612Bo Yang, Huan Xie, Hongbin Li, Nuohan Li, Anchang Liu, Zhigang Ren, Kuan Ye, Rong Zhu, Xuezhi Xiang. Unsupervised Optical Flow Estimation Based on Improved Feature Pyramid
1613 -- 1629Yantao Li, Xiang Zhao, Zehui Qu. A Dynamic Programming Framework for Large-Scale Online Clustering on Graphs
1631 -- 1649Caixia Liu, Ruibin Zhao, Wangli Xie, Mingyong Pang. Pathological lung segmentation based on random forest combined with deep model and multi-scale superpixels
1651 -- 1674Yachong Li, Youlong Yang. Label Embedding for Multi-label Classification Via Dependence Maximization
1675 -- 1701Clarence Tan, Marko Sarlija, Nikola K. Kasabov. Spiking Neural Networks: Background, Recent Development and the NeuCube Architecture

Volume 52, Issue 1

1 -- 4Olga Valenzuela, Fernando Rojas 0001, Ignacio Rojas. Computational Intelligence Methods for Time Series Analysis and Forecasting: Special Issue of IWANN 2017
5 -- 20Andriana S. L. O. Campanharo, Erwin Doescher, Fernando M. Ramos. Application of Quantile Graphs to the Automated Analysis of EEG Signals
21 -- 55József Dombi, Tamás Jónás, Zsuzsanna Eszter Tóth. Fuzzy Time Series Models Using Pliant- and Asymptotically Pliant Arithmetic-Based Inference
57 -- 74Manuel Dorado-Moreno, Pedro Antonio Gutiérrez, Laura Cornejo-Bueno, Luis Prieto, Sancho Salcedo-Sanz, César Hervás-Martínez. Ordinal Multi-class Architecture for Predicting Wind Power Ramp Events Based on Reservoir Computing
75 -- 96Heider Sanchez, Benjamin Bustos. A Multi-resolution Approximation for Time Series
97 -- 115Alejandro Catalina, Alberto Torres-Barrán, Carlos M. Alaíz, José R. Dorronsoro. Machine Learning Nowcasting of PV Energy Using Satellite Data
117 -- 134Argimiro Arratia, Lluís A. Belanche, Luis Fábregues. An Evaluation of Equity Premium Prediction Using Multiple Kernel Learning with Financial Features
135 -- 152Diego Rivera-García, Luis Angel García-Escudero, Agustín Mayo-Íscar, Joaquín Ortega. Time Series, Spectral Densities and Robust Functional Clustering
153 -- 167Sibo Yang, Chao Zhang 0017, Yuan Bao, Jie Yang 0007, Wei Wu 0010. Binary Output Layer of Extreme Learning Machine for Solving Multi-class Classification Problems
169 -- 185Wei Xu, Hamid Parvin, Hadi Izadparast. Deep Learning Neural Network for Unconventional Images Classification
187 -- 220Maryam Koohzadi, Nasrollah Moghadam Charkari. A Context Based Deep Temporal Embedding Network in Action Recognition
221 -- 240Gholamreza Nassajian, Saeed Balochian. Optimal Control Based on Neuro Estimator for Fractional Order Uncertain Non-linear Continuous-Time Systems
241 -- 266Hasan Koyuncu. GM-CPSO: A New Viewpoint to Chaotic Particle Swarm Optimization via Gauss Map
267 -- 289Z. Tabekoueng Njitacke, C. Laura Matze, M. Fouodji Tsotsop, Jacques Kengne. Remerging Feigenbaum Trees, Coexisting Behaviors and Bursting Oscillations in a Novel 3D Generalized Hopfield Neural Network
291 -- 311Taiyan Jing, Daoyuan Zhang, Tailong Jing. Finite-Time Synchronization of Hybrid-Coupled Delayed Dynamic Networks via Aperiodically Intermittent Control
313 -- 328Xuezhi Xiang, Ning Lv, Mingliang Zhai, Rokia Abdeen, Abdulmotaleb El-Saddik. Dual-Path Part-Level Method for Visible-Infrared Person Re-identification
329 -- 351Hegui Zhu, Yan Miao, Xiangde Zhang. Semantic Image Segmentation with Improved Position Attention and Feature Fusion
353 -- 383Parvm Bulucu, Mehmet Ugur Soydemir, Savas Sahin, Aykut Kocaoglu, Cüneyt Güzelis. Learning Stable Robust Adaptive NARMA Controller for UAV and Its Application to Twin Rotor MIMO Systems
385 -- 402Carlos Valle, Maria Rodriguez-Fernandez, Antonio Eblen-Zajjur. Spikes and Nets (S&N): A New Fast, Parallel Computing, Point Process Software for Multineuronal Discharge and Connectivity Analysis
403 -- 419Yingjie Fan 0003, Xia Huang, Zhen Wang 0008, Jianwei Xia, Hao Shen. Quantized Control for Synchronization of Delayed Fractional-Order Memristive Neural Networks
421 -- 442Hasan Yildirim, M. Revan Özkale. An Enhanced Extreme Learning Machine Based on Liu Regression
443 -- 465Bernardo B. Gatto, Eulanda Miranda dos Santos, Kazuhiro Fukui, Waldir S. S. Junior, Kenny V. dos Santos. Fukunaga-Koontz Convolutional Network with Applications on Character Classification
467 -- 483Wendong Chen, Haifeng Hu 0001. Unsupervised Domain Adaptation via Discriminative Classes-Center Feature Learning in Adversarial Network
485 -- 509Xiahedan Haliding, Haijun Jiang, Abdujelil Abdurahman, Cheng Hu. Fixed-Time Lag Synchronization Analysis for Delayed Memristor-Based Neural Networks
511 -- 524Sergio Decherchi, Andrea Cavalli. Fast and Memory-Efficient Import Vector Domain Description
525 -- 543Chenhui Zhao, Donghui Guo. Global Exponential Stability of Hybrid Non-autonomous Neural Networks with Markovian Switching
545 -- 559Mohammed AMER, Tomás Maul. Path Capsule Networks
561 -- 579Pengpeng Li, Yanjun Shen. Adaptive Sampled-Data Observer Design for a Class of Nonlinear Systems with Unknown Hysteresis
581 -- 602Qian Yu, Chengzhuan Yang, Honghui Fan, Hui Wei 0001. Latent-MVCNN: 3D Shape Recognition Using Multiple Views from Pre-defined or Random Viewpoints
603 -- 614Xianshuang Yao, Zhanshan Wang. Fractional Order Echo State Network for Time Series Prediction
615 -- 645Zhehong Xiang, Yongquan Zhou, Qifang Luo, Chunming Wen. PSSA: Polar Coordinate Salp Swarm Algorithm for Curve Design Problems
647 -- 661Shanshan Ren, Yong Zhao, Yonghui Xia. Anti-synchronization of a Class Of Fuzzy Memristive Competitive Neural Networks with Different Time Scales
663 -- 678Arifa Sultana, Aroop Bardalai, Kandarpa Kumar Sarma. Wireless Sensor Network Based Smart Grid Supported by a Cognitively Driven Load Management Decision Making
679 -- 692Mohammad Barr. A Novel Technique for Segmentation of High Resolution Remote Sensing Images Based on Neural Networks
693 -- 711Rui Wang, Xiao-jun Wu. GrasNet: A Simple Grassmannian Network for Image Set Classification
713 -- 726Dongsheng Guo, Xinjie Lin. Li-Function Activated Zhang Neural Network for Online Solution of Time-Varying Linear Matrix Inequality
727 -- 766Sundaram Divya Meena, Loganathan Agilandeeswari. A New Supervised Clustering Framework Using Multi Discriminative Parts and Expectation-Maximization Approach for a Fine-Grained Animal Breed Classification (SC-MPEM)
767 -- 784Nishtha Jatana, Bharti Suri. An Improved Crow Search Algorithm for Test Data Generation Using Search-Based Mutation Testing
785 -- 804Jinsen Zhuang, Yan Zhou, Yonghui Xia. Intra-layer Synchronization in Duplex Networks with Time-Varying Delays and Stochastic Perturbations Under Impulsive Control
805 -- 821Pradeep Kumar Roy. Multilayer Convolutional Neural Network to Filter Low Quality Content from Quora
823 -- 848Ali Moradi Vartouni, Mohammad Teshnehlab, Saeed Sedighian Kashi. SAOSA: Stable Adaptive Optimization for Stacked Auto-encoders
849 -- 867Wen-bo Hu, Xiao-jun Wu. Multi-geometric Sparse Subspace Clustering
869 -- 889Chengjun Xu, Guobin Zhu. Semi-supervised Learning Algorithm Based on Linear Lie Group for Imbalanced Multi-class Classification
891 -- 904Enhao Zhang, Xiaohong Chen, Liping Wang. Consistent Discriminant Correlation Analysis
905 -- 933Dongsheng Xu, Chengqiang Xu, Ming Liu. Graph-Theoretic Approach to Finite-Time Synchronization for Fuzzy Cohen-Grossberg Neural Networks with Mixed Delays and Discontinuous Activations