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Springer Handbook of Bio-/Neuroinformatics

  • Nikola Kasabov

Table of contents

  1. Front Matter
    Pages I-LVII
  2. Understanding Information Processes in Biological Systems

    1. Front Matter
      Pages 15-15
    2. Takeshi Yamakawa, Hiroko Imasato
      Pages 29-42
    3. Alvin T. Kho, Hongye Liu
      Pages 43-55
    4. Michael G. Paulin
      Pages 73-92
    5. Leonie Z. Pipe
      Pages 93-112
  3. Molecular Biology, Genome and Proteome Informatics

    1. Front Matter
      Pages 113-113
    2. Stijn van Dongen, Anton J. Enright
      Pages 129-150
    3. Stewart G. Stevens, Chris M. Brown
      Pages 151-169
    4. Sebastian Kelm, Yoonjoo Choi, Charlotte M. Deane
      Pages 171-182
  4. Machine Learning Methods for the Analysis, Modeling and Knowledge Discovery from Bioinformatics Data

    1. Front Matter
      Pages 183-183
    2. Colin Campbell
      Pages 185-206
    3. Periklis Andritsos, Igor Jurisica, Janice I. Glasgow
      Pages 207-221
    4. Veselka Boeva, Elena Tsiporkova, Elena Kostadinova
      Pages 223-234
    5. Lipo Wang, Feng Chu, Wei Xie
      Pages 235-245
    6. Mones S. Abu-Asab, Jim DeLeo
      Pages 247-263
    7. Lavneet Singh, Girija Chetty
      Pages 265-273
  5. Modeling Regulatory Networks: The Systems Biology Approach

    1. Front Matter
      Pages 287-287
    2. Lore Cloots, Dries De Maeyer, Kathleen Marchal
      Pages 289-309
    3. Alexandru G. Floares, Irina Luludachi
      Pages 311-326
    4. Yue Fan, Mark Kon, Charles DeLisi
      Pages 327-353
    5. Tamás Nepusz, Alberto Paccanaro
      Pages 375-398
    6. Miguel A. Hernandez-Prieto, Ravi K.R. Kalathur, Matthias E. Futschik
      Pages 399-418
    7. Roberta Spinelli, Rocco Piazza, Alessandra Pirola, Simona Valletta, Roberta Rostagno, Angela Mogavero et al.
      Pages 419-427
  6. Bioinformatics Databases and Ontologies

    1. Front Matter
      Pages 429-429
    2. Mario Cannataro, Pietro H. Guzzi, Giuseppe Tradigo, Pierangelo Veltri
      Pages 431-440
    3. Andrea Splendiani, Michele Donato, Sorin Drăghici
      Pages 441-461
  7. Bioinformatics in Medicine, Health and Ecology

    1. Front Matter
      Pages 463-463
    2. Monica F. Bugallo, Petar M. Djurić
      Pages 465-475
    3. Micaela Montanari, Marcella Macaluso, Antonio Giordano
      Pages 477-489
    4. Hyeygjeon Chang, Alessandro Astolfi
      Pages 491-500
    5. Hylde Zirpoli, Mariella Caputo, Mario F. Tecce
      Pages 501-515
    6. Federico Ambrogi, Danila Coradini, Niccolò Bassani, Patrizia Boracchi, Elia M. Biganzoli
      Pages 517-532
    7. Yingjie Hu, Nikola Kasabov, Wen Liang
      Pages 533-553
    8. David Parry
      Pages 555-564
    9. Susan P. Worner, Muriel Gevrey, Takayoshi Ikeda, Gwenaël Leday, Joel Pitt, Stefan Schliebs et al.
      Pages 565-583
  8. Understanding Information Processes in the Brain and the Nervous System

    1. Front Matter
      Pages 585-585
    2. Hiroshi Kojima
      Pages 587-624
    3. Stefan Schliebs, Nikola Kasabov
      Pages 625-646
    4. Xingfeng Li, Damien Coyle, Liam Maguire, T. Martin McGinnity
      Pages 647-672
    5. Damien Coyle, Basabdatta S. Bhattacharya, Xin Zou, KongFatt Wong-Lin, Kamal Abuhassan, Liam Maguire
      Pages 673-702
    6. Lavneet Singh, Girija Chetty
      Pages 703-711
  9. Advanced Signal Processing Methods for Brain Signal Analysis and Modeling

    1. Front Matter
      Pages 713-713
    2. Badong Chen, Lin Li, Weifeng Liu, José C. Príncipe
      Pages 715-734

About this book

Introduction

The Springer Handbook of Bio-/Neuro-Informatics is the first published book in one volume that explains together the basics and the state-of-the-art of two major science disciplines in their interaction and mutual relationship, namely: information sciences, bioinformatics and neuroinformatics. Bioinformatics is the area of science which is concerned with the information processes in biology and the development and applications of methods, tools and systems for storing and processing of biological information thus facilitating new knowledge discovery. Neuroinformatics is the area of science which is concerned with the information processes in biology and the development and applications of methods, tools and systems for storing and processing of biological information thus facilitating new knowledge discovery.
The text contains 62 chapters organized in 12 parts, 6 of them covering topics from information science and bioinformatics, and 6 cover topics from information science and neuroinformatics. Each chapter consists of three main sections: introduction to the subject area, presentation of methods and advanced and future developments. The Springer Handbook of Bio-/Neuroinformatics can be used as both a textbook and as a reference for postgraduate study and advanced research in these areas. The target audience includes students, scientists, and practitioners from the areas of information, biological and neurosciences.

With Forewords by Shun-ichi Amari of the Brain Science Institute, RIKEN, Saitama and Karlheinz Meier of the University of Heidelberg, Kirchhoff-Institute of Physics and Co-Director of the Human Brain Project.

Keywords

Bioinformatics Neuroinformatics

Editors and affiliations

  • Nikola Kasabov
    • 1
  1. 1.KEDRI – Knowledge Engineering and Discovery Research InstituteAuckland University of TechnologyAucklandNew Zealand

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-642-30574-0
  • Copyright Information Springer-Verlag Berlin Heidelberg 2014
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Engineering
  • Print ISBN 978-3-642-30573-3
  • Online ISBN 978-3-642-30574-0
  • Buy this book on publisher's site