Advances in Computational Intelligence

Chapter 1 Error-Correcting Output Codes in the Framework of Deep Ordinal Classification

Chapter 2 Features as Keypoints and How Fuzzy Transforms Retrieve Them

Chapter 3 Instagram Hashtag Prediction Using Deep Neural Networks

Chapter 4 Temporal EigenPAC for Dyslexia Diagnosis

Chapter 5 Autonomous Driving of a Rover-Like Robot Using Neuromorphic Computing

Chapter 6 Effects of Training on BCI Accuracy in SSMVEP-based BCI

Chapter 7 Effect of Electrical Synapses in the Cycle-by-Cycle Period and Burst Duration of Central Pattern Generators

Chapter 8 Operation of Neuronal Membrane Simulator Circuit for Tests with Memristor Based on Graphene and Graphene Oxide

Chapter 10 Sensitivity Analysis of an Empirical Agent-Based Model of District Heating Network Adoption

Chapter 11 Generating a Synthetic Population of Agents Through Decision Trees and Socio Demographic Data

Chapter 12 Improved Acoustic Modeling for Automatic Piano Music Transcription Using Echo State Networks

Chapter 13 On Effects of Compression with Hyperdimensional Computing in Distributed Randomized Neural Networks

Chapter 14 Benchmarking Reservoir and Recurrent Neural Networks for Human State and Activity Recognition

Chapter 15 Learning to Trade from Zero-Knowledge Using Particle Swarm Optimization

Chapter 16 Randomized Neural Networks for Forecasting Time Series with Multiple Seasonality

Chapter 17 Prediction of Air Pollution Using LSTM

Chapter 18 Detection of Alzheimer’s Disease Versus Mild Cognitive Impairment Using a New Modular Hybrid Neural Network

Chapter 19 Fine-Tuning of Patterns Assignment to Subnetworks Increases the Capacity of an Attractor Network Ensemble

Chapter 20 A Combined Approach for Enhancing the Stability of the Variable Selection Stage in Binary Classification Tasks

Chapter 21 A Convolutional Neural Network as a Proxy for the XRF Approximation of the Chemical Composition of Archaeological Artefacts in the Presence of Inter-microscope Variability

Chapter 22 Implementation of Data Stream Classification Neural Network Models Over Big Data Platforms

Chapter 23 Performance Evaluation of Classical Classifiers and Deep Learning Approaches for Polymers Classification Based on Hyperspectral Images

Chapter 24 Hotel Recognition via Latent Image Embeddings

Chapter 25 Time Series Prediction with Autoencoding LSTM Networks

Chapter 26 Improving Indoor Semantic Segmentation with Boundary-Level Objectives

Chapter 27 EvoMLP: A Framework for Evolving Multilayer Perceptrons

Chapter 28 Regularized One-Layer Neural Networks for Distributed and Incremental Environments

Chapter 29 Frailty Level Prediction in Older Age Using Hand Grip Strength Functions Over Time

Chapter 30 Accuracy and Intrusiveness in Data-Driven Violin Players Skill Levels Prediction: MOCAP Against MYO Against KINECT

Chapter 31 Features Selection for Fall Detection Systems Based on Machine Learning and Accelerometer Signals

Chapter 32 Autonomous Docking of Mobile Robots by Reinforcement Learning Tackling the Sparse Reward Problem

Chapter 33 Decision Support Systems for Air Traffic Control with Self-enforcing Networks Based on Weather Forecast and Reference Types for the Direction of Operation

Chapter 34 Impact of Minority Class Variability on Anomaly Detection by Means of Random Forests and Support Vector Machines

Chapter 35 Analyzing the Land Cover Change and Degradation in Sundarbans Mangrove Forest Using Machine Learning and Remote Sensing Technique

Chapter 36 Correction to: Advances in Computational Intelligence