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Data Science: From Research to Application

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Cover of 'Data Science: From Research to Application'

Table of Contents

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    Book Overview
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    Chapter 1 Efficient Cluster Head Selection Using the Non-linear Programming Method for Wireless Sensor Networks
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    Chapter 2 A Survey on Measurement Metrics for Shape Matching Based on Similarity, Scaling and Spatial Distance
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    Chapter 3 Static Signature-Based Malware Detection Using Opcode and Binary Information
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    Chapter 4 RSS_RAID a Novel Replicated Storage Schema for RAID System
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    Chapter 5 A New Distributed Ensemble Method with Applications to Machine Learning
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    Chapter 6 A Glance on Performance of Fitness Functions Toward Evolutionary Algorithms in Mutation Testing
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    Chapter 7 Density Clustering Based Data Association Approach for Tracking Multiple Targets in Cluttered Environment
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    Chapter 8 Representation Learning Techniques: An Overview
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    Chapter 9 A Community Detection Method Based on the Subspace Similarity of Nodes in Complex Networks
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    Chapter 10 Forecasting Multivariate Time-Series Data Using LSTM and Mini-Batches
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    Chapter 11 Identifying Cancer-Related Signaling Pathways Using Formal Methods
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    Chapter 12 Predicting Liver Transplantation Outcomes Through Data Analytics
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    Chapter 13 Deep Learning Prediction of Heat Propagation on 2-D Domain via Numerical Solution
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    Chapter 14 Cluster Based User Identification and Authentication for the Internet of Things Platform
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    Chapter 15 Forecasting of Customer Behavior Using Time Series Analysis
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    Chapter 16 Correlation Analysis of Applications’ Features: A Case Study on Google Play
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    Chapter 17 Information Verification Enhancement Using Entailment Methods
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    Chapter 18 A Clustering Based Approximate Algorithm for Mining Frequent Itemsets
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    Chapter 19 Next Frame Prediction Using Flow Fields
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    Chapter 20 Using Augmented Genetic Algorithm for Search-Based Software Testing
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    Chapter 21 Building and Exploiting Lexical Databases for Morphological Parsing
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    Chapter 22 A Novel Topological Descriptor for ASL
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    Chapter 23 Pairwise Conditional Random Fields for Protein Function Prediction
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    Chapter 24 Adversarial Samples for Improving Performance of Software Defect Prediction Models
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    Chapter 25 A Systematic Literature Review on Blockchain-Based Solutions for IoT Security
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    Chapter 26 An Intelligent Safety System for Human-Centered Semi-autonomous Vehicles
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Title
Data Science: From Research to Application
Published by
Springer International Publishing, March 2020
DOI 10.1007/978-3-030-37309-2
ISBNs
978-3-03-037308-5, 978-3-03-037309-2
Editors

Bohlouli, Mahdi, Sadeghi Bigham, Bahram, Narimani, Zahra, Vasighi, Mahdi, Ansari, Ebrahim

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X Demographics

The data shown below were collected from the profiles of 9 X users who shared this research output. Click here to find out more about how the information was compiled.
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 12 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 12 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 4 33%
Student > Master 3 25%
Lecturer 1 8%
Librarian 1 8%
Professor > Associate Professor 1 8%
Other 0 0%
Unknown 2 17%
Readers by discipline Count As %
Engineering 3 25%
Computer Science 3 25%
Business, Management and Accounting 1 8%
Arts and Humanities 1 8%
Biochemistry, Genetics and Molecular Biology 1 8%
Other 1 8%
Unknown 2 17%