Advances in Computational Intelligence Systems Contributions Presented at the 18th UK Workshop on Computational Intelligence, September 5-7, 2018, Nottingham, UK /

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Lotfi, Ahmad (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Bouchachia, Hamid (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Gegov, Alexander (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Langensiepen, Caroline (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), McGinnity, Martin (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2019.
• Έκδοση: 1st ed. 2019.
• Σειρά: Advances in Intelligent Systems and Computing, 840
• Θέματα: Computational intelligence.; Artificial intelligence.; Computational Intelligence.; Artificial Intelligence.

This book presents the latest trends in and approaches to computational intelligence research and its application to intelligent systems. It covers a long list of interconnected research areas, such as fuzzy systems, neural networks, evolutionary computation, clustering and classification, machine l...

Πίνακας περιεχομένων:

• On the Integrity of Performance Comparison for Evolutionary Multi-objective Optimisation Algorithms
• The Influence of Age Assignments on the Performance of Immune Algorithms
• Evolutionary Constraint in Artificial Gene Regulatory Networks
• Exploiting Tournament Selection for Efficient Parallel Genetic Programming
• Solving Partial Differential Equations with Bernstein Neural Networks
• Daily Energy Price Forecasting Using a Polynomial NARMAX Model
• Model Selection in Time Series Forecasting
• Fuzzy Modeling for Uncertain Nonlinear Systems using Fuzzy Equations and Z-numbers
• Medical Expert Systems - A Study of Trust and Acceptance by Healthcare Stakeholders
• Agent Based Micro-Simulation of a Passenger Rail System Using Customer Survey Data
• Fintech Bitcoin Smart Investment based on the Random Neural Network with a Genetic Algorithm
• Generating ANFISs through Rule Interpolation: An Initial Investigation
• Disentangling the Latent Space of (Variational) Autoencoders for NLP
• A Low Computational Approach for Assistive Esophageal Adenocarcinoma and Colorectal Cancer Detection
• Learning from Interaction: An Intelligent Networked based Human-bot and Bot-bot Chatbot System
• A Study on CNN Transfer Learning for Image Classification
• Dendritic Cell Algorithm with Fuzzy Inference System for Input Signal Generation
• A Method of Abstractness Ratings for Chinese Concepts
• Effective Diagnosis of Diabetes with a Decision Tree-initialised Neuro-fuzzy Approach
• A Comparison of Re-sampling Techniques for Pattern Classification in Imbalanced Data-Sets
• Classification of Heterogeneous Data Based on Data Type Impact on Similarity
• Clustering-based Fuzzy Finite State Machine for Human Activity Recognition
• Deep Online Hierarchical Unsupervised Learning for Pattern Mining from Utility Usage Data
• Online Object Trajectory Classification using FPGA-SoC Devices
• Key Frame Extraction and Classification of Human Activities using Motion Energy
• A Comprehensive Obstacle Avoidance System of Mobile Robots Using an Adaptive Threshold Clustering and the Morphin Algorithm
• Physarum Inspired Connectivity and Restoration for Wireless Sensor and Actor Networks
• Mining Unit Feedback to Explore Students' Learning Experiences
• Dimension Reduction Based on Geometric Reasoning for Reducts
• Anomaly Detection in Activities of Daily Living using One-Class Support Vector Machine
• Towards Active Muscle Pattern Analysis for Dynamic Hand Motions via SEMG
• A Novel Crossings-based Segmentation Approach for Gesture Recognition.