Off the Mainstream: Advances in Neural Networks and Machine Learning for Pattern Recognition
Multilayer Graph Node Kernels: Stacking While Maintaining Convexity
Time Series Prediction for Graphs in Kernel and Dissimilarity Spaces
On the Impact of Using Utilities Rather than Costs for Graph Matching
A Temporal Dependency Based Multi-modal Active Learning Approach for Audiovisual Event Detection
Dynamic Hybrid Random Fields for the Probabilistic Graphical Modeling of Sequential Data: Definitions, Algorithms, and an Application to Bioinformatics
Neural Networks Pipeline for Offline Machine Printed Arabic OCR
Time Series Classification in Reservoir- and Model-Space
Theoretical Foundations for the Alpha-Beta Associative Memories: 10 Years of Derived Extensions, Models, and Applications
On the Weighted Pseudo-Almost Periodic Solution for BAM Networks with Delays
The Influence of Multi-class Feature Selection on the Prediction of Diagnostic Phenotypes
Ultra-Sparse Classifiers Through Minimizing the VC Dimension in the Empirical Feature Space
Soft-Constrained Neural Networks for Nonparametric Density Estimation
Density Based Cluster Growing via Dominant Sets
A New Conjugate Gradient Method with Smoothing \(L_{1/2} \) Regularization Based on a Modified Secant Equation for Training Neural Networks
Robust Exponential Synchronization for Stochastic Delayed Neural Networks with Reaction–Diffusion Terms and Markovian Jumping Parameters
Global Asymptotic Stability for Complex-Valued Neural Networks with Time-Varying Delays via New Lyapunov Functionals and Complex-Valued Inequalities
Global Asymptotic Periodic Synchronization for Delayed Complex-Valued BAM Neural Networks via Vector-Valued Inequality Techniques
Short-Term Wind Speed Prediction Using Signal Preprocessing Technique and Evolutionary Support Vector Regression
Approximate Solutions of Initial Value Problems for Ordinary Differential Equations Using Radial Basis Function Networks
Exploring Implicit Semantic Constraints for Bilingual Word Embeddings
An Empirical Study for Transboundary Pollution of Three Gorges Reservoir Area with Emission Permits Trading
First-Order Sensitivity Analysis for Hidden Neuron Selection in Layer-Wise Training of Networks
Associative Memory Realized by Reconfigurable Coupled Three-Cell CNNs
Developmental Network: An Internal Emergent Object Feature Learning
Fixed-Time Synchronization of Coupled Discontinuous Neural Networks with Nonidentical Perturbations
Adaptive Finite-Time Synchronization of Neutral Type Dynamical Network with Double Derivative Coupling
A Novel Least Square Twin Support Vector Regression
Pseudo Almost Periodic Solutions for Fuzzy Cellular Neural Networks with Multi-proportional Delays
Domain Adaptation with Twin Support Vector Machines
Image Segmentation via Mean Curvature Regularized Mumford-Shah Model and Thresholding
Method for Meteorological Early Warning of Precipitation-Induced Landslides Based on Deep Neural Network
