Volume 48, Issue 2 | Neural Processing Letters

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Volume 48, Issue 2

October 2018

Special Issue: Off the Mainstream

Issue Editors:

Edmondo Trentin,
Friedhelm Schwenker,
Neamat El Gayar,
Hazem M. Abbas

32 articles in this issue

Off the Mainstream: Advances in Neural Networks and Machine Learning for Pattern Recognition
Edmondo Trentin
Friedhelm Schwenker
Hazem M. Abbas
EditorialNotes 05 June 2018 Pages: 643 - 648
Multilayer Graph Node Kernels: Stacking While Maintaining Convexity
Luca Oneto
Nicolò Navarin
Davide Anguita
OriginalPaper 07 November 2017 Pages: 649 - 667
Time Series Prediction for Graphs in Kernel and Dissimilarity Spaces
Benjamin Paaßen
Christina Göpfert
Barbara Hammer
OriginalPaper 11 August 2017 Pages: 669 - 689
On the Impact of Using Utilities Rather than Costs for Graph Matching
Kaspar Riesen
Andreas Fischer
Horst Bunke
OriginalPaper 09 November 2017 Pages: 691 - 707
A Temporal Dependency Based Multi-modal Active Learning Approach for Audiovisual Event Detection
Patrick Thiam
Sascha Meudt
Friedhelm Schwenker
OriginalPaper 14 October 2017 Pages: 709 - 732
Dynamic Hybrid Random Fields for the Probabilistic Graphical Modeling of Sequential Data: Definitions, Algorithms, and an Application to Bioinformatics
Marco Bongini
Antonino Freno
Edmondo Trentin
OriginalPaper 26 October 2017 Pages: 733 - 768
Neural Networks Pipeline for Offline Machine Printed Arabic OCR
Mohamed A. Radwan
Mahmoud I. Khalil
Hazem M. Abbas
OriginalPaper 27 October 2017 Pages: 769 - 787
Time Series Classification in Reservoir- and Model-Space
Witali Aswolinskiy
René Felix Reinhart
Jochen Steil
OriginalPaper 04 December 2017 Pages: 789 - 809
Theoretical Foundations for the Alpha-Beta Associative Memories: 10 Years of Derived Extensions, Models, and Applications
Cornelio Yáñez-Márquez
Itzamá López-Yáñez
Yenny Villuendas-Rey
OriginalPaper 02 December 2017 Pages: 811 - 847
On the Weighted Pseudo-Almost Periodic Solution for BAM Networks with Delays
Boudour Ammar
Hajer Brahmi
Farouk Chérif
OriginalPaper 23 October 2017 Pages: 849 - 862
The Influence of Multi-class Feature Selection on the Prediction of Diagnostic Phenotypes
Ludwig Lausser
Robin Szekely
Hans A. Kestler
OriginalPaper 06 October 2017 Pages: 863 - 880
Ultra-Sparse Classifiers Through Minimizing the VC Dimension in the Empirical Feature Space
Jayadeva
Mayank Sharma
Himanshu Pant
OriginalPaper 17 February 2018 Pages: 881 - 913
Soft-Constrained Neural Networks for Nonparametric Density Estimation
Edmondo Trentin
OriginalPaper 05 November 2017 Pages: 915 - 932
Density Based Cluster Growing via Dominant Sets
Jian Hou
Xu E
Weixue Liu
OriginalPaper 30 November 2017 Pages: 933 - 954
A New Conjugate Gradient Method with Smoothing \(L_{1/2} \) Regularization Based on a Modified Secant Equation for Training Neural Networks
Wenyu Li
Yan Liu
Wei Wu
OriginalPaper 21 November 2017 Pages: 955 - 978
Robust Exponential Synchronization for Stochastic Delayed Neural Networks with Reaction–Diffusion Terms and Markovian Jumping Parameters
Tengda Wei
Yangfan Wang
Linshan Wang
OriginalPaper 21 November 2017 Pages: 979 - 994
Global Asymptotic Stability for Complex-Valued Neural Networks with Time-Varying Delays via New Lyapunov Functionals and Complex-Valued Inequalities
Zhengqiu Zhang
Dangli Hao
OriginalPaper 25 November 2017 Pages: 995 - 1017
Global Asymptotic Periodic Synchronization for Delayed Complex-Valued BAM Neural Networks via Vector-Valued Inequality Techniques
Zhengqiu Zhang
Ailing Li
Lin Yang
OriginalPaper 28 November 2017 Pages: 1019 - 1041
Short-Term Wind Speed Prediction Using Signal Preprocessing Technique and Evolutionary Support Vector Regression
Jujie Wang
Yaning Li
OriginalPaper 28 November 2017 Pages: 1043 - 1061
Approximate Solutions of Initial Value Problems for Ordinary Differential Equations Using Radial Basis Function Networks
Fatma B. Rizaner
Ahmet Rizaner
OriginalPaper 29 November 2017 Pages: 1063 - 1071
Exploring Implicit Semantic Constraints for Bilingual Word Embeddings
Jinsong Su
Zhenqiao Song
Yidong Chen
OriginalPaper 29 November 2017 Pages: 1073 - 1088
An Empirical Study for Transboundary Pollution of Three Gorges Reservoir Area with Emission Permits Trading
Zuliang Lu
Yuming Feng
Longzhou Cao
OriginalPaper 02 December 2017 Pages: 1089 - 1104
First-Order Sensitivity Analysis for Hidden Neuron Selection in Layer-Wise Training of Networks
Bo Li
Cheng Chen
OriginalPaper 05 December 2017 Pages: 1105 - 1121
Associative Memory Realized by Reconfigurable Coupled Three-Cell CNNs
Yanyi Liu
Wenbo Liu
Yin Wu
OriginalPaper 05 December 2017 Pages: 1123 - 1134
Developmental Network: An Internal Emergent Object Feature Learning
Dongshu Wang
Junhao Wang
Lei Liu
OriginalPaper 08 December 2017 Pages: 1135 - 1159
Fixed-Time Synchronization of Coupled Discontinuous Neural Networks with Nonidentical Perturbations
Xusen Zhu
Xinsong Yang
Tasawar Hayat
OriginalPaper 09 December 2017 Pages: 1161 - 1174
Adaptive Finite-Time Synchronization of Neutral Type Dynamical Network with Double Derivative Coupling
Yuhua Xu
Wuneng Zhou
Dongbing Tong
OriginalPaper 11 December 2017 Pages: 1175 - 1186
A Novel Least Square Twin Support Vector Regression
Zhiqiang Zhang
Tongling Lv
Junyan Tan
OriginalPaper 12 December 2017 Pages: 1187 - 1200
Pseudo Almost Periodic Solutions for Fuzzy Cellular Neural Networks with Multi-proportional Delays
Jiaxin Liang
Hao Qian
Bingwen Liu
OriginalPaper 14 December 2017 Pages: 1201 - 1212
Domain Adaptation with Twin Support Vector Machines
Xijiong Xie
Shiliang Sun
Jiangbo Qian
OriginalPaper 19 December 2017 Pages: 1213 - 1226
Image Segmentation via Mean Curvature Regularized Mumford-Shah Model and Thresholding
Qianting Ma
Jialin Peng
Dexing Kong
OriginalPaper 19 December 2017 Pages: 1227 - 1241
Method for Meteorological Early Warning of Precipitation-Induced Landslides Based on Deep Neural Network
Lu Huang
Lu-yang Xiang
OriginalPaper 03 January 2018 Pages: 1243 - 1260