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Applied Informatics

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Cover of 'Applied Informatics'

Table of Contents

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    Book Overview
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    Chapter 1 A Genetic Algorithm for Scheduling Laboratory Rooms: A Case Study
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    Chapter 2 COVID-19 Article Classification Using Word-Embedding and Different Variants of Deep-Learning Approach
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    Chapter 3 Crop Classification Using Deep Learning: A Quick Comparative Study of Modern Approaches
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    Chapter 4 Internet of Things (IoT) for Secure and Sustainable Healthcare Intelligence: Analysis and Challenges
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    Chapter 5 Multiple Colour Detection of RGB Images Using Machine Learning Algorithm
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    Chapter 6 Neural Model-Based Similarity Prediction for Compounds with Unknown Structures
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    Chapter 7 Classifying Incoming Customer Messages for an e-Commerce Site Using Supervised Learning
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    Chapter 8 Comparison of Machine Learning Models for Predicting Rainfall in Tropical Regions: The Colombian Case
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    Chapter 9 Deep Mining Covid-19 Literature
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    Chapter 10 Keyword-Based Processing for Assessing Short Answers in the Educational Field
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    Chapter 11 Statistical Characterization of Image Intensities in Regions Inside Arteries to Facilitate the Extraction of Center Lines in Atherosclerosis Frameworks
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    Chapter 12 Text Encryption with Advanced Encryption Standard (AES) for Near Field Communication (NFC) Using Huffman Compression
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    Chapter 13 A Systematic Review on Phishing Detection: A Perspective Beyond a High Accuracy in Phishing Detection
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    Chapter 14 Application of Duality Properties of Renyi Entropy for Parameter Tuning in an Unsupervised Machine Learning Task
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    Chapter 15 Preliminary Study for Impact of Social Media Networks on Traffic Prediction
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    Chapter 16 Website Phishing Detection Using Machine Learning Classification Algorithms
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    Chapter 17 AESRSA: A New Cryptography Key for Electronic Health Record Security
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    Chapter 18 Detection of COVID-19 Using Denoising Autoencoders and Gabor Filters
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    Chapter 19 Development of a Mobile Application to Save Lives on Catastrophic Situations
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    Chapter 20 Internet of Things with Wearable Devices and Artificial Intelligence for Elderly Uninterrupted Healthcare Monitoring Systems
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    Chapter 21 A Wayuunaiki Translator to Promote Ethno-Tourism Using Deep Learning Approaches
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    Chapter 22 Rating the Acquisition of Pre-writing Skills in Children: An Analysis Based on Computer Vision and Data Mining Techniques in the Ecuadorian Context
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    Chapter 23 Study Techniques: Procedure to Promote the Comprehension of Texts in University Students
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    Chapter 24 TPACK and Toondoo Digital Storytelling Tool Transform Teaching and Learning
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    Chapter 25 Fully Automated Lumen Segmentation Method and BVS Stent Struts Detection in OCT Images
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    Chapter 26 Predictive Modeling Toward the Design of a Forensic Decision Support System Using Cheiloscopy for Identification from Lip Prints
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    Chapter 27 Automotive Industry Applications Based on Industrial Internet of Things (IIoT). A Review
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    Chapter 28 Implementation of an IoT Architecture for Automated Garbage Segregation
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    Chapter 29 Architecture on Knowledge Management Systems: Its Presence in the Academic Literature
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    Chapter 30 Automatic Location and Suppression of Calcification and Atheromas by Gradient Change in the Pattern of Intensities Inside the Carotid Artery
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    Chapter 31 Introducing Planet-Saving Strategies to Measure, Control, and Mitigate Greenhouse Gas Emissions and Water Misuse in Household Residences
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    Chapter 32 Team Productivity in Agile Software Development: A Systematic Mapping Study
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    Chapter 33 Correction to: Introducing Planet-Saving Strategies to Measure, Control, and Mitigate Greenhouse Gas Emissions and Water Misuse in Household Residences
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Title
Applied Informatics
Published by
Springer International Publishing, October 2022
DOI 10.1007/978-3-031-19647-8
ISBNs
978-3-03-119646-1, 978-3-03-119647-8
Editors

Florez, Hector, Gomez, Henry

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