Artificial Intelligence category: 3567 books
Soft Computing in Data Science
Second International Conference, SCDS 2016, Kuala Lumpur, Malaysia, September 21-22, 2016, Proceedings
Language: English
Release Date: September 17, 2016
This book constitutes the refereed proceedings of the International Conference on Soft Computing in Data Science, SCDS 2016, held in Putrajaya, Malaysia, in September 2016.
The 27 revised full papers presented were carefully reviewed and selected from 66 submissions. The papers are organized...
Advances in Neural Computation, Machine Learning, and Cognitive Research
Selected Papers from the XIX International Conference on Neuroinformatics, October 2-6, 2017, Moscow, Russia
Language: English
Release Date: August 28, 2017
This book describes new theories and applications of artificial neural networks, with a special focus on neural computation, cognitive science and machine learning. It discusses cutting-edge research at the intersection between different fields, from topics such as cognition and behavior, motivation...
Computational Vision and Robotics
Proceedings of ICCVR 2014
Language: English
Release Date: January 3, 2015
Computer Vision and Robotic is one of the most challenging areas of 21st century. Its application ranges from Agriculture to Medicine, Household applications to Humanoid, Deep-sea-application to Space application, and Industry applications to Man-less-plant. Today’s technologies demand to produce...
Developing and Applying Biologically-Inspired Vision Systems
Interdisciplinary Concepts
Language: English
Release Date: November 30, 2012
When comparing machine vision systems to the visual systems of humans and animals, there is much to be learned in terms of object segmentation, lighting invariance, and recognition of object categories. Studying the biological systems and applying the findings to the structure of computational vision...
by
Language: English
Release Date: May 31, 2012
Language: English
Release Date: May 31, 2012
As humans interact more often and more intimately with computers, and as computational systems become an ever more important element of our society, playing roles in education, the production of culture and goods, and management, it is inevitable that we should seek to interact with these systems in...
Real time deforestation detection using ANN and Satellite images
The Amazon Rainforest study case
Language: English
Release Date: April 25, 2015
The foremost aim of the present study was the development of a tool to detect daily deforestation in the Amazon rainforest, using satellite images from the MODIS/TERRA sensor and Artificial Neural Networks. The developed tool provides parameterization of the configuration for the neural network training...
by George A. Anastassiou
Language: English
Release Date: June 23, 2015
Language: English
Release Date: June 23, 2015
This monograph is the continuation and completion of the monograph, “Intelligent Systems: Approximation by Artificial Neural Networks” written by the same author and published 2011 by Springer.
The book you hold in hand presents the complete recent and original work of the author in approximation...
by Kabir Chakraborty, Abhijit Chakrabarti
Language: English
Release Date: March 4, 2015
Language: English
Release Date: March 4, 2015
This book focuses on soft computing techniques for enhancing voltage security in electrical power networks. Artificial neural networks (ANNs) have been chosen as a soft computing tool, since such networks are eminently suitable for the study of voltage security. The different architectures of...
From Global to Local Statistical Shape Priors
Novel Methods to Obtain Accurate Reconstruction Results with a Limited Amount of Training Shapes
Language: English
Release Date: March 14, 2017
This book proposes a new approach to handle the problem of limited training data. Common approaches to cope with this problem are to model the shape variability independently across predefined segments or to allow artificial shape variations that cannot be explained through the training data, both...
Immunocomputing
Principles and Applications
Language: English
Release Date: April 17, 2013
Overview This book introduces immunocomputing (Ie) as a new computing approach that replicates the principles of information processing by proteins and immune networks. It establishes a rigorous mathematical basis for IC, consistent with recent findings in immunology, and it presents various applications...
Advances in Neural Computation, Machine Learning, and Cognitive Research II
Selected Papers from the XX International Conference on Neuroinformatics, October 8-12, 2018, Moscow, Russia
Language: English
Release Date: October 6, 2018
This book describes new theories and applications of artificial neural networks, with a special focus on addressing problems in neuroscience, biology and biophysics and cognitive research. It covers a wide range of methods and technologies, including deep neural networks, large-scale neural models,...
Data Science
Concepts and Practice
Language: English
Release Date: November 27, 2018
Learn the basics of Data Science through an easy to understand conceptual framework and immediately practice using RapidMiner platform. Whether you are brand new to data science or working on your tenth project, this book will show you how to analyze data, uncover hidden patterns and relationships...
Evolutionary Approach to Machine Learning and Deep Neural Networks
Neuro-Evolution and Gene Regulatory Networks
Language: English
Release Date: June 15, 2018
This book provides theoretical and practical knowledge about a methodology for evolutionary algorithm-based search strategy with the integration of several machine learning and deep learning techniques. These include convolutional neural networks, Gröbner bases, relevance vector machines, transfer...
Advances in Neural Computation, Machine Learning, and Cognitive Research III
Selected Papers from the XXI International Conference on Neuroinformatics, October 7-11, 2019, Dolgoprudny, Moscow Region, Russia
Language: English
Release Date: September 3, 2019
This book describes new theories and applications of artificial neural networks, with a special focus on answering questions in neuroscience, biology and biophysics and cognitive research. It covers a wide range of methods and technologies, including deep neural networks, large scale neural models,...