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Calibrating the Classifier: Siamese Neural Network Architecture for End-to-End Arousal Recognition from ECG

Simple Learning with a Teacher via Biased Regularized Least Squares

Feature Based Multivariate Data Imputation

Optimization of Neural Network Training with ELM Based on the Iterative Hybridization of Differential Evolution with Local Search and Restarts

Information-Theoretic Feature Selection Using High-Order Interactions

Covering Arrays to Support the Process of Feature Selection in the Random Forest Classifier

A New Distributed and Decentralized Stochastic Optimization Algorithm with Applications in Big Data Analytics

Generating Term Weighting Schemes Through Genetic Programming

Data-Driven Interactive Multiobjective Optimization Using a Cluster-Based Surrogate in a Discrete Decision Space

Data Science in the Business Environment: Skills Analytics for Curriculum Development

Adaptive Dimensionality Reduction in Multiobjective Optimization with Multiextremal Criteria

REFINE: Representation Learning from Diffusion Events

Augmented Design-Space Exploration by Nonlinear Dimensionality Reduction Methods

Classification and Survival Prediction in Diffuse Large B-Cell Lymphoma by Gene Expression Profiling

Learning Consistent Tree-Augmented Dynamic Bayesian Networks

Designing Ships Using Constrained Multi-objective Efficient Global Optimization

A New Approach to Measuring Distances in Dense Graphs

Ant Colony Optimization for Markov Blanket-Based Feature Selection. Application for Precision Medicine

Average Performance Analysis of the Stochastic Gradient Method for Online PCA

Improving Traditional Dual Ascent Algorithm for the Uncapacitated Multiple Allocation Hub Location Problem: A RAMP Approach

Supervised Learning Approach for Surface-Mount Device Production

Crawling in Rogue’s Dungeons with (Partitioned) A3C

Decision of Neural Networks Hyperparameters with a Population-Based Algorithm

Strong Duality of the Kantorovich-Rubinstein Mass Transshipment Problem in Metric Spaces

Evolutionary Construction of Convolutional Neural Networks - Pages 293-304 ...