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Artificial neural networks / 3rd ed

Artificial neural networks / 3rd ed

Material type
단행본
Personal Author
Cartwright, Hugh M., 1948-.
Title Statement
Artificial neural networks / edited by Hugh Cartwright.
판사항
3rd ed.
Publication, Distribution, etc
New York :   Humana Press,   c2021.  
Physical Medium
xii, 359 p. : col. ill. ; 26 cm.
Series Statement
Methods in molecular biology,1064-3745 ; 2190
ISBN
9781071608258
Bibliography, Etc. Note
Includes bibliographical references and index.
Subject Added Entry-Topical Term
Neural networks (Computer science) --Laboratory manuals. Artificial intelligence --Biological applications --Laboratory manuals. Neural Networks (Computer).
000 00000nam u2200205 a 4500
001 000046092236
005 20210913144450
008 210913s2021 nyua 000 0 eng d
020 ▼a 9781071608258
040 ▼a 211009 ▼c 211009 ▼d 211009
082 0 4 ▼a 006.3/2 ▼2 23
084 ▼a 006.32 ▼2 DDCK
090 ▼a 006.32 ▼b A7912-3
245 0 0 ▼a Artificial neural networks / ▼c edited by Hugh Cartwright.
250 ▼a 3rd ed.
260 ▼a New York : ▼b Humana Press, ▼c c2021.
300 ▼a xii, 359 p. : ▼b col. ill. ; ▼c 26 cm.
490 1 ▼a Methods in molecular biology, ▼x 1064-3745 ; ▼v 2190
490 1 ▼a Springer protocols
504 ▼a Includes bibliographical references and index.
650 0 ▼a Neural networks (Computer science) ▼v Laboratory manuals.
650 0 ▼a Artificial intelligence ▼x Biological applications ▼v Laboratory manuals.
650 2 ▼a Neural Networks (Computer).
700 1 ▼a Cartwright, Hugh M., ▼d 1948-.
830 0 ▼a Methods in molecular biology ; ▼v 2190.
830 0 ▼a Springer protocols.
945 ▼a KLPA

Holdings Information

No. Location Call Number Accession No. Availability Due Date Make a Reservation Service
No. 1 Location Science & Engineering Library/Sci-Info(Stacks2)/ Call Number 006.32 A7912-3 Accession No. 521006083 Availability Available Due Date Make a Reservation Service B M

Contents information

Table of Contents

1. Identifying Genotype-Phenotype Correlations via Integrative Mutation Analysis Edward Airey, Stephanie Portelli, Joicymara S. Xavier, YooChan Myung, Michael Silk, Malancha Karmakar, Joao P. L. Velloso, Carlos H. M. Rodrigues, Hardik H. Parate, Hardik H. Parate, Anjali Garg, Raghad Al-Jarf, Lucy Barr, Juliana A. Geraldo, Pamela M. Rezende, Douglas E.V. Pires, and David B. Ascher







2. Machine Learning for Biomedical Time Series Classification: From Shapelets to Deep Learning



Christian Bock, Michael Moor, Catherine R. Jutzeler, and Karsten Borgwardt







3. Siamese Neural Networks: An Overview



Davide Chicco







4. Computational Methods for Elucidating Gene Expression Regulation in Bacteria



Kratika Naskulwar, Ruben Chevez-Guardado, and Lourdes Pena-Castillo







5. Neuro-evolutive Algorithms Applied for Modeling Some Biochemical Separation Processes



Silvia Curteanu, Elena-Niculina Dragoi, Alexandra Cristina Blaga, Anca Irina Galaction, and Dan Cascaval







6. Computational Approaches for de novo Drug Design: Past, Present, and Future



Xuhan Liu, Adriaan P. IJzerman, and Gerard J. P. van Westen



7. Data Integration Using Advances in Machine Learning in Drug Discovery and Molecular Biology Irene Lena Hudson







8. Building and Interpreting Artificial Neural Network Models for Biological Systems



T. Murlidharan Nair



9. A Novel Computational Approach for Biomarker Detection for Gene Expression based Computer Aided Diagnostic Systems for Breast Cancer Ali Al-Yousef and Sandhya Samarasinghe







10. Applying Machine Learning for Integration of Multi-modal Genomics Data and Imaging Data to Quantify Heterogeneity in Tumour Tissues



Xiao Tan, Andrew T Su, Hamideh Hajiabadi, Minh Tran, and Quan Nguyen







11. Leverage Large-scale Biological Networks to Decipher the Genetic Basis of Human Diseases Using Machine Learning



Hao Wang, Jiaxin Yang, and Jianrong Wang







12. Predicting Host Phenotype based on Gut Microbiome using a Convolutional Neural Network Approach



Derek Reiman, Ali M. Farhat, and Yang Dai







13. Predicting Hot-Spots using a Deep Neural Network Approach



Antonio J. Preto, Pedro Matos-Filipe, Jose G. Almeida, Joana Mourao, and Irina S. Moreira







14. Using Neural Networks for Relation Extraction from Biomedical Literature



Diana Sousa, Andre Lamurias, and Francisco M. Couto







15. A Hybrid Levenberg-Marquardt Algorithm on a Recursive Neural Network for Scoring Protein Models



Eshel Faraggi, Robert L. Jernigan, and Andrzej Kloczkowski











16. Secure and Scalable Collection of Biomedical Data for Machine Learning Applications



Charles Fracchia







17. AI-based Methods and Technologies to Develop Wearable Devices for Prosthetics and Predictions of Degenerative Diseases



Mario Malcangi

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