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Practical Applications of Computational Biology

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Cover of 'Practical Applications of Computational Biology & Bioinformatics, 14th International Conference (PACBB 2020)'

Table of Contents

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    Book Overview
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    Chapter 1 Identification of Antimicrobial Peptides from Macroalgae with Machine Learning
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    Chapter 2 A Health-Related Study from Food Online Reviews. The Case of Gluten-Free Foods
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    Chapter 3 The Activity of Bioinformatics Developers and Users in Stack Overflow
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    Chapter 4 ProPythia: A Python Automated Platform for the Classification of Proteins Using Machine Learning
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    Chapter 5 Inferences on <Emphasis Type="Italic">Mycobacterium Leprae</Emphasis> Host Immune Response Escape and Antibiotic Resistance Using Genomic Data and GenomeFastScreen
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    Chapter 6 Compi Hub: A Public Repository for Sharing and Discovering Compi Pipelines
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    Chapter 7 DeepACPpred: A Novel Hybrid CNN-RNN Architecture for Predicting Anti-Cancer Peptides
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    Chapter 8 Preventing Cardiovascular Disease Development Establishing Cardiac Well-Being Indexes
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    Chapter 9 Fuzzy Matching for Cellular Signaling Networks in a Choroidal Melanoma Model
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    Chapter 10 Towards A More Effective Bidirectional LSTM-Based Learning Model for Human-Bacterium Protein-Protein Interactions
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    Chapter 11 Machine Learning for Depression Screening in Online Communities
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    Chapter 12 Towards Triclustering-Based Classification of Three-Way Clinical Data: A Case Study on Predicting Non-invasive Ventilation in ALS
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    Chapter 13 Searching RNA Substructures with Arbitrary Pseudoknots
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    Chapter 14 An Application of Ontological Engineering for Design and Specification of Ontocancro
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    Chapter 15 Evaluation of the Effect of Cell Parameters on the Number of Microtubule Merotelic Attachments in Metaphase Using a Three-Dimensional Computer Model
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    Chapter 16 Reconciliation of Regulatory Data: The Regulatory Networks of Escherichia coli and Bacillus subtilis
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    Chapter 17 A Hybrid of Bat Algorithm and Minimization of Metabolic Adjustment for Succinate and Lactate Production
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    Chapter 18 Robustness of Pathway Enrichment Analysis to Transcriptome-Wide Gene Expression Platform
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    Chapter 19 Hypoglycemia Prevention Using an Embedded Model Control with a Safety Scheme: In-silico Test
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    Chapter 20 Bidirectional-Pass Algorithm for Interictal Event Detection
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    Chapter 21 Towards the Reconstruction of the Genome-Scale Metabolic Model of Lactobacillus acidophilus La-14
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Title
Practical Applications of Computational Biology &amp; Bioinformatics, 14th International Conference (PACBB 2020)
Published by
Springer International Publishing, October 2020
DOI 10.1007/978-3-030-54568-0
ISBNs
978-3-03-054567-3, 978-3-03-054568-0
Editors

Panuccio, Gabriella, Rocha, Miguel, Fdez-Riverola, Florentino, Mohamad, Mohd Saberi, Casado-Vara, Roberto

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