Applications of intelligent systems : proceedings of the 1st International APPIS conference 2018 / edited by Nicolai Petkov, Nicola Strisciuglio, Carlos Travieso-Gonzalez.

Format:

Book

Series:

Frontiers in artificial intelligence and applications ; 310.

Frontiers in artificial intelligence and applications ; 310

Language:

English

Subjects (All):

Artificial intelligence--Congresses.

Artificial intelligence.

Physical Description:

1 online resource (370 pages).

Edition:

1st ed.

Place of Publication:

Amsterdam ; Berlin ; Washington, District of Columbia : IOS Press, 2018.

Summary:

The deployment of intelligent systems to tackle complex processes is now commonplace in many fields from medicine and agriculture to industry and tourism.This book presents scientific contributions from the 1st International Conference on Applications of Intelligent Systems (APPIS 2018) held at the Museo Elder in Las Palmas de Gran Canaria, Spain.

Contents:

Intro

Title Page

Preface

Contents

Predicting Slaughter Weight in Pigs with Regression Tree Ensembles

Person Identification with Retinal Fundus Biometric Analysis Using COSFIRE Filters

Semi-Supervised Learning for Spanish Speech Recognition Using Deep Neural Networks

Coefficient Thresholding in the Gradient Reconstruction Algorithm for Signals Sparse in the Hermite Transform Basis

Application of Super-Resolution Techniques to Transmission Electron Microscopy Images

Distances Between Tensor Subspaces

Application of Directional Statistics to Classification of Three-Channel Colour Images

Detection of Globular Clusters in the Halo of Milky Way

Real-Time First Person Perspective Tracking and Feedback System for Weapon Practice Support in Fencing

Trimbot Cutting Tools and Manipulator

Visual Search and Recognition for Robot Task Execution and Monitoring

Probabilistic Estimation of the Gas Source Location in Indoor Environments by Combining Gas and Wind Observations

Analysis of Data from the Industrial Machinery Within the Hot Rolling Process for Predictive Maintenance

Toward the Generation of Smell Maps: Matching Electro-Chemical Sensor Information with Human Odor Perception

The Four-Dimensional Instructional Design Approach in the Perspective of Human-Computer Interactions

Variational Method for Multiresolution Image Registration

Simulated Autonomous Driving on Realistic Road Networks Using Deep Reinforcement Learning

Text Mining - A Key Lynchpin in the Investment Process: A Survey

Automatic Segmentation of Indoor and Outdoor Scenes from Visual Lifelogging

Towards Egocentric Person Re-Identification and Social Pattern Analysis

A User Model Ontology for Adaptive Systems in Cultural Tourism Domain

On Leveraging Facial Emotion Recognition Techniques in Personalized Recommendations.

Ten Questions to Define Energy Intelligent Buildings

Low-Power Appliance Recognition Using Recurrent Neural Networks

Neuro-Immune Algorithm for Embedded Real-Time Control System in Transport Safety Tasks

Internet of Things, Blockchain and Intelligent Systems: The Primary Role of Data Protection

Visualising the Topological Structure of Health-Related Message Board User Networks

Machine Learning Based Analysis of FDG-PET Image Data for the Diagnosis of Neurodegenerative Diseases

Optical Flow Group-Parameter Reconstruction from Multi-Channel Image Sequences

Scale-Iterative Optical Flow Reconstruction from Multi-Channel Image Sequences

Exploring Different Normalization and Classification Approaches for Mammography Analysis with CNNs

Computational Model Exploration of Stimulation Based Paradigm for Detection of Epileptic Systems

Adaptive Threshold Based Automated Identification of Severity of Diabetic Macular Edema from Retinal Images

An Imaging Algorithm for Rotation Invariant Automated Macula Localization in Digital Fundus Images

Subject Index

Author Index.

Notes:

Description based on print version record.

Description based on publisher supplied metadata and other sources.

ISBN:

1-61499-929-5

OCLC:

1086375621