Information Management and Big Data

Table of Contents

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   Book Overview
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   Chapter 1 Anomaly Detection and Levels of Automation for AI-Supported System Administration
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   Chapter 2 Characterization of Salinity Impact on Synthetic Floc Strength via Nonlinear Component Analysis
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   Chapter 3 Recurrence Plot Representation for Multivariate Time-Series Analysis
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   Chapter 4 Detecting Anomalies in Time-Varying Media Crime News Using Tensor Decomposition
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   Chapter 5 A Fuzzy Linguistic Approach for Stakeholder Prioritization
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   Chapter 6 Automatic Speech Recognition of Quechua Language Using HMM Toolkit
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   Chapter 7 Implementation of an Indoor Location System for Mobile-Based Museum Guidance
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   Chapter 8 TensorFlow for Doctors
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    Chapter 9 An Efficient Set-Based Algorithm for Variable Streaming Clustering
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    Chapter 10 Sparse Non-negative Matrix Factorization for Retrieving Genomes Across Metagenomes
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    Chapter 11 Collect Ethically: Reduce Bias in Twitter Datasets
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    Chapter 12 Big Data Recommender System for Encouraging Purchases in New Places Taking into Account Demographics
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    Chapter 13 Privacy Preservation and Inference with Minimal Mobility Information
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    Chapter 14 Development of a Hand Gesture Based Control Interface Using Deep Learning
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    Chapter 15 A Progressive Formalization of Tacit Knowledge to Improve Semantic Expressiveness of Biodiversity Data
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    Chapter 16 Peruvian Sign Language Recognition Using a Hybrid Deep Neural Network
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    Chapter 17 Chronic Pain Estimation Through Deep Facial Descriptors Analysis
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    Chapter 18 Detection of Non-small Cell Lung Cancer Adenocarcinoma Using Supervised Learning Algorithms Applied to Metabolomic Profiles
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    Chapter 19 SCUT Sampling and Classification Algorithms to Identify Levels of Child Malnutrition
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    Chapter 20 Spanish Sentiment Analysis Using Universal Language Model Fine-Tuning: A Detailed Case of Study
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    Chapter 21 Comparing Predictive Machine Learning Algorithms in Fit for Work Occupational Health Assessments
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    Chapter 22 Recognition of the Image of a Person, Based on Viola-Jones
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    Chapter 23 A Place to Go: Locating Damaged Regions After Natural Disasters Through Mobile Phone Data
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    Chapter 24 Come with Me Now: New Potential Consumers Identification from Competitors
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    Chapter 25 Global Brand Perception Based on Social Prestige, Credibility and Social Responsibility: A Clustering Approach
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    Chapter 26 Using Embeddings to Predict Changes in Large Semantic Graphs
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    Chapter 27 Super Resolution Approach Using Generative Adversarial Network Models for Improving Satellite Image Resolution
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    Chapter 28 Computer-Assisted Learning for Chinese Based on Character Families
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    Chapter 29 Controlling Formality and Style of Machine Translation Output Using AutoML
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    Chapter 30 Linguistic Fingerprints of Pro-vaccination and Anti-vaccination Writings
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    Chapter 31 Design of Cognitive Tutor to Diagnose the Types of Intelligence in Preschool Students from Ages 3 to 5
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    Chapter 32 Fake News in Spanish: Towards the Building of a Corpus Based on Twitter