Hitoshi Iba: 2 books

Book cover of Evolutionary Computation in Gene Regulatory Network Research
by Hitoshi Iba, Nasimul Noman
Language: English
Release Date: January 21, 2016

Introducing a handbook for gene regulatory network research using evolutionary computation, with applications for computer scientists, computational and system biologists This book is a step-by-step guideline for research in gene regulatory networks (GRN) using evolutionary computation (EC)....
Book cover of Evolutionary Approach to Machine Learning and Deep Neural Networks

Evolutionary Approach to Machine Learning and Deep Neural Networks

Neuro-Evolution and Gene Regulatory Networks

by Hitoshi Iba
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...
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