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Neural Processing Letters, Volume 48
Volume 48, Number 1, August 2018
- Maryam Abaszade, Sohrab Effati
:
Stochastic Support Vector Machine for Classifying and Regression of Random Variables. 1-29 - Prem Kumar Singh
Concept Learning Using Vague Concept Lattice. 31-52 - Sha Ding, Zhi Chen
Pruning the Ensemble of ANN Based on Decision Tree Induction. 53-70 - Yongquan Zhou, Ruxin Zhao, Qifang Luo, Chunming Wen:
Sensor Deployment Scheme Based on Social Spider Optimization Algorithm for Wireless Sensor Networks. 71-94 - Leandro Aparecido Passos
Temperature-Based Deep Boltzmann Machines. 95-107 - Predrag S. Stanimirovic
Gradient Neural Network with Nonlinear Activation for Computing Inner Inverses and the Drazin Inverse. 109-133 - Madson Luiz Dantas Dias, Lucas Silva de Sousa, Ajalmar R. da Rocha Neto
Fixed-Size Extreme Learning Machines Through Simulated Annealing. 135-151 - Jingjing Gao, Xin Dai, Chongjin Zhu, Jie-Zhi Cheng, Xiaoguang Tu, Daiqiang Chen, Bin Sun, Yachun Gao, Mei Xie:
Supervoxel Segmentation and Bias Correction of MR Image with Intensity Inhomogeneity. 153-166 - Yi Tang
Pseudo Almost Periodic Shunting Inhibitory Cellular Neural Networks with Multi-proportional Delays. 167-177 - Ziye Zhang, Xiaoping Liu, Runan Guo, Chong Lin
Finite-Time Stability for Delayed Complex-Valued BAM Neural Networks. 179-193 - Yong Du, Yu Wang, Xin Huang, Qinghua Hu:
Driver State Analysis Based on Imperfect Multi-view Evidence Support. 195-217 - Arnapurna Panda, Sabyasachi Pani:
Determining Approximate Solutions of Nonlinear Ordinary Differential Equations Using Orthogonal Colliding Bodies Optimization. 219-243 - Wei Zhang, Tingwen Huang
Robust Stability of Inertial BAM Neural Networks with Time Delays and Uncertainties via Impulsive Effect. 245-256 - Milad I. Akhlaghi
Knowledge Fusion in Feedforward Artificial Neural Networks. 257-272 - He Yan, Qiaolin Ye, Tian'an Zhang, Dong-Jun Yu, Yiqing Xu
L1-Norm GEPSVM Classifier Based on an Effective Iterative Algorithm for Classification. 273-298 - Wenhua Dong
Robust Low Rank Subspace Segmentation via Joint ℓ21 -Norm Minimization. 299-312 - Yali Peng, Lingjun Li, Shigang Liu, Tao Lei, Jie Wu:
A New Virtual Samples-Based CRC Method for Face Recognition. 313-327 - Mohsen Mohammadi, Faraz Talebpour, Esmaeil Safaee, Noradin Ghadimi, Oveis Abedinia:
Small-Scale Building Load Forecast based on Hybrid Forecast Engine. 329-351 - Anna S. Bosman
Fitness Landscape Analysis of Weight-Elimination Neural Networks. 353-373 - Peiju Chang, Jiangshe Zhang, Junying Hu, Zengjie Song:
A Deep Neural Network Based on ELM for Semi-supervised Learning of Image Classification. 375-388 - Francesco Grasso, Antonio Luchetta
A Multi-Valued Neuron Based Complex ELM Neural Network. 389-401 - Xin Zuo, Jifeng Shen, Hualong Yu
Fast Pedestrian Detection Based on the Selective Window Differential Filter. 403-417 - Kemal Uçak
Safety-Critical Support Vector Regressor Controller for Nonlinear Systems. 419-440 - Fanchao Kong, Shiping Lu, Zhiguo Luo:
Solitary Wave and Periodic Wave Solutions of Generalized Neutral-Type Neural Networks with Delays. 441-458 - Xujun Yang
Global Mittag-Leffler Synchronization of Fractional-Order Neural Networks Via Impulsive Control. 459-479 - Ömer Faruk Ertugrul:
Two Novel Versions of Randomized Feed Forward Artificial Neural Networks: Stochastic and Pruned Stochastic. 481-516 - Erik Cuevas
A Multimodal Optimization Algorithm Inspired by the States of Matter. 517-556 - Yaqi Wang, Jianquan Lu, Jungang Lou
Synchronization of Heterogeneous Partially Coupled Networks with Heterogeneous Impulses. 557-575 - Mingming Yan, Jianlong Qiu
The Global Exponential Stability of the Delayed Complex-Valued Neural Networks with Almost Periodic Coefficients and Discontinuous Activations. 577-601 - Mohammad Javad Shafiee
Deep Learning with Darwin: Evolutionary Synthesis of Deep Neural Networks. 603-613 - Kavya Gupta, Angshul Majumdar
Imposing Class-Wise Feature Similarity in Stacked Autoencoders by Nuclear Norm Regularization. 615-629 - Guobing Qian, Liping Li:
On Extending the Noncircular Fast Independent Vector Analysis Algorithm to the Noisy Model. 631-642
Volume 48, Number 2, October 2018
- Edmondo Trentin, Friedhelm Schwenker, Neamat El Gayar, Hazem M. Abbas:
Off the Mainstream: Advances in Neural Networks and Machine Learning for Pattern Recognition. 643-648 - Luca Oneto
Multilayer Graph Node Kernels: Stacking While Maintaining Convexity. 649-667 - Benjamin Paaßen
Time Series Prediction for Graphs in Kernel and Dissimilarity Spaces. 669-689 - Kaspar Riesen
On the Impact of Using Utilities Rather than Costs for Graph Matching. 691-707 - Patrick Thiam
A Temporal Dependency Based Multi-modal Active Learning Approach for Audiovisual Event Detection. 709-732 - Marco Bongini, Antonino Freno, Vincenzo Laveglia, Edmondo Trentin
Dynamic Hybrid Random Fields for the Probabilistic Graphical Modeling of Sequential Data: Definitions, Algorithms, and an Application to Bioinformatics. 733-768 - Mohamed A. Radwan, Mahmoud I. Khalil
Neural Networks Pipeline for Offline Machine Printed Arabic OCR. 769-787 - Witali Aswolinskiy
Time Series Classification in Reservoir- and Model-Space. 789-809 - Cornelio Yáñez-Márquez
Theoretical Foundations for the Alpha-Beta Associative Memories: 10 Years of Derived Extensions, Models, and Applications. 811-847 - Boudour Ammar
On the Weighted Pseudo-Almost Periodic Solution for BAM Networks with Delays. 849-862 - Ludwig Lausser, Robin Szekely, Lyn-Rouven Schirra, Hans A. Kestler
The Influence of Multi-class Feature Selection on the Prediction of Diagnostic Phenotypes. 863-880 - Jayadeva, Mayank Sharma, Sumit Soman
Ultra-Sparse Classifiers Through Minimizing the VC Dimension in the Empirical Feature Space - Submitted to the Special Issue on "Off the Mainstream: Advances in Neural Networks and Machine Learning for Pattern Recognition". 881-913 - Edmondo Trentin
Soft-Constrained Neural Networks for Nonparametric Density Estimation. 915-932 - Jian Hou
Density Based Cluster Growing via Dominant Sets. 933-954 - Wenyu Li, Yan Liu, Jie Yang, Wei Wu:
A New Conjugate Gradient Method with Smoothing L1/2 Regularization Based on a Modified Secant Equation for Training Neural Networks. 955-978 - Tengda Wei, Yangfan Wang, Linshan Wang:
Robust Exponential Synchronization for Stochastic Delayed Neural Networks with Reaction-Diffusion Terms and Markovian Jumping Parameters. 979-994 - Zhengqiu Zhang
Global Asymptotic Stability for Complex-Valued Neural Networks with Time-Varying Delays via New Lyapunov Functionals and Complex-Valued Inequalities. 995-1017 - Zhengqiu Zhang, Ailing Li, Lin Yang:
Global Asymptotic Periodic Synchronization for Delayed Complex-Valued BAM Neural Networks via Vector-Valued Inequality Techniques. 1019-1041 - Jujie Wang, Yaning Li:
Short-Term Wind Speed Prediction Using Signal Preprocessing Technique and Evolutionary Support Vector Regression. 1043-1061 - Fatma B. Rizaner, Ahmet Rizaner
Approximate Solutions of Initial Value Problems for Ordinary Differential Equations Using Radial Basis Function Networks. 1063-1071 - Jinsong Su, Zhenqiao Song, Yaojie Lu, Mu Xu, Changxing Wu, Yidong Chen
Exploring Implicit Semantic Constraints for Bilingual Word Embeddings. 1073-1088 - Zuliang Lu, Yuming Feng, Shuhua Zhang
An Empirical Study for Transboundary Pollution of Three Gorges Reservoir Area with Emission Permits Trading. 1089-1104 - Bo Li, Cheng Chen:
First-Order Sensitivity Analysis for Hidden Neuron Selection in Layer-Wise Training of Networks. 1105-1121 - Yanyi Liu, Wenbo Liu
Associative Memory Realized by Reconfigurable Coupled Three-Cell CNNs. 1123-1134 - Dongshu Wang, Junhao Wang, Lei Liu:
Developmental Network: An Internal Emergent Object Feature Learning. 1135-1159 - Xusen Zhu, Xinsong Yang
Fixed-Time Synchronization of Coupled Discontinuous Neural Networks with Nonidentical Perturbations. 1161-1174 - Yuhua Xu, Wuneng Zhou, Hongqian Lu, Chengrong Xie, Dongbing Tong:
Adaptive Finite-Time Synchronization of Neutral Type Dynamical Network with Double Derivative Coupling. 1175-1186 - Zhiqiang Zhang, Tongling Lv, Hui Wang, Liming Liu, Junyan Tan:
A Novel Least Square Twin Support Vector Regression. 1187-1200 - Jiaxin Liang, Hao Qian, Bingwen Liu
Pseudo Almost Periodic Solutions for Fuzzy Cellular Neural Networks with Multi-proportional Delays. 1201-1212 - Xijiong Xie, Shiliang Sun, Huahui Chen, Jiangbo Qian
Domain Adaptation with Twin Support Vector Machines. 1213-1226 - Qianting Ma
Image Segmentation via Mean Curvature Regularized Mumford-Shah Model and Thresholding. 1227-1241 - Lu Huang, Lu-yang Xiang:
Method for Meteorological Early Warning of Precipitation-Induced Landslides Based on Deep Neural Network. 1243-1260
Volume 48, Number 3, December 2018
- Biao Zhao
AIFD Based 2D Image Registration to Multi-View Stereo Mapped 3D Models. 1261-1279 - Ce Li, Bing Lu, Yachao Zhang
3D Reconstruction of Indoor Scenes via Image Registration. 1281-1304 - Lei Xiong, Liyang Wu, Wenting Cui, Sirui Zhang, Guanglin Xu, Huaizhong Hu:
Robust Non-rigid Registration Based on Affine ICP Algorithm and Part-Based Method. 1305-1321 - Yan Wang, Chen Zu, Guangliang Hu, Yong Luo, Zongqing Ma, Kun He, Xi Wu, Jiliu Zhou:
Automatic Tumor Segmentation with Deep Convolutional Neural Networks for Radiotherapy Applications. 1323-1334 - Xin Li, Yanqin Bai
Document Classification via Nonlinear Metric Learning. 1335-1345 - Yong Shi, Gong Chen
Malicious Domain Name Detection Based on Extreme Machine Learning. 1347-1357 - Zongze Wu, Ming Yin
Robust Spectral Subspace Clustering Based on Least Square Regression. 1359-1372 - Lingfang Hu, Juan Hu, Zhen Ye, Chaomin Shen, Yaxin Peng
Performance Analysis for SVM Combining with Metric Learning. 1373-1394 - Weizhi Nie
View-Based 3D Model Retrieval via Multi-graph Matching. 1395-1404 - Shengchuan Zhang
AAM Based Face Sketch Synthesis. 1405-1414 - Zhaoxiang Zhang, Limin Dong
Real-Time Attitude Estimation by Using Parallax Observation System. 1415-1429 - Baolin Qiu, Lixiang Li, Haipeng Peng, Yixian Yang:
Synchronization of Multi-links Memristor-Based Switching Networks Under Uniform Random Attacks. 1431-1458 - Kaizhong Guan, Qisheng Wang:
Impulsive Control for a Class of Cellular Neural Networks with Proportional Delay. 1459-1479 - Zhen Wang
Stability and Hopf Bifurcation of a Three-Neuron Network with Multiple Discrete and Distributed Delays. 1481-1502 - Weifeng Zhang, Hua Hu, Haiyang Hu:
Training Visual-Semantic Embedding Network for Boosting Automatic Image Annotation. 1503-1519 - Xiao Peng, Huaiqin Wu:
Robust Mittag-Leffler Synchronization for Uncertain Fractional-Order Discontinuous Neural Networks via Non-fragile Control Strategy. 1521-1542 - Hongfei Li
Global Dissipativity of Inertial Neural Networks with Proportional Delay via New Generalized Halanay Inequalities. 1543-1561 - Mohammad Hadi Noori Skandari, Mehrdad Ghaznavi
An Efficient Algorithm for Solving Fuzzy Linear Programming Problems. 1563-1582 - Jing Yang, Quan-Sen Sun, Yun-Hao Yuan:
Feature Extraction Using Fractional-Order Embedding Direct Linear Discriminant Analysis. 1583-1595 - Limiao Deng
Increment Learning and Rapid Retrieval of Visual Information Based on Pattern Association Memory. 1597-1610 - Fanchao Kong, Zhiguo Luo, Xiaoping Wang:
Piecewise Pseudo Almost Periodic Solutions of Generalized Neutral-Type Neural Networks with Impulses and Delays. 1611-1631 - Qiang Wang, Lu Wang, Xiangyang Zeng, Lifan Zhao:
An Improved Deep Clustering Model for Underwater Acoustical Targets. 1633-1644 - Chaouki Aouiti, Foued Miaadi:
Finite-Time Stabilization of Neutral Hopfield Neural Networks with Mixed Delays. 1645-1669 - Lai Wei
Robust Subspace Segmentation by Self-Representation Constrained Low-Rank Representation. 1671-1691 - Sibel Senan
An Analysis of Global Stability of Takagi-Sugeno Fuzzy Cohen-Grossberg Neural Networks with Time Delays. 1693-1704 - Zhenqiu Shu
Structure Preserving Sparse Coding for Data Representation. 1705-1719 - Minh Tran Ngoc
Centroid Neural Network with Pairwise Constraints for Semi-supervised Learning. 1721-1747 - Song Zhu, Er Ye, Dan Liu, Shengwu Zhou
New Algebraic Criteria for Global Exponential Periodicity and Stability of Memristive Neural Networks with Variable Delays. 1749-1766 - Yunlong Yu
Fingerprint Extraction and Classification of Wireless Channels Based on Deep Convolutional Neural Networks. 1767-1775 - Yuling Luo, Lei Wan, Junxiu Liu
An Efficient, Low-Cost Routing Architecture for Spiking Neural Network Hardware Implementations. 1777-1788 - Wenkai Chang
Toward a Cluttered Environment for Learning-Based Multi-Scale Overhead Ground Wire Recognition. 1789-1800 - (Withdrawn) Multi-view Sparse Vector Decomposition to Deal with Missing Values in Alcohol Dependence Study. 1801
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