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Intelligent Systems and Applications

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Cover of 'Intelligent Systems and Applications'

Table of Contents

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    Book Overview
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    Chapter 1 CapsNet vs CNN: Analysis of the Effects of Varying Feature Spatial Arrangement
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    Chapter 2 Improved 2D Human Pose Tracking Using Optical Flow Analysis
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    Chapter 3 Transferability of Fast Gradient Sign Method
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    Chapter 4 Design of an Automatic System to Determine the Degree of Progression of Diabetic Retinopathy
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    Chapter 5 Adaptive Attention Mechanism Based Semantic Compositional Network for Video Captioning
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    Chapter 6 Estimated Influence of Online Management Tools on Team Management Based on the Research with the Use of the System of Organizational Terms
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    Chapter 7 Liveness Detection via Facial Expressions Queue
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    Chapter 8 Java Based Application Development for Facial Identification Using OpenCV Library
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    Chapter 9 Challenges in Face Recognition Using Machine Learning Algorithms: Case of Makeup and Occlusions
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    Chapter 10 The Effects of Social Issues and Human Factors on the Reliability of Biometric Systems: A Review
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    Chapter 11 Towards Semantic Segmentation Using Ratio Unpooling
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    Chapter 12 Adaptive Retraining of Visual Recognition-Model in Human Activity Recognition by Collaborative Humanoid Robots
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    Chapter 13 A Reasoning Based Model for Anomaly Detection in the Smart City Domain
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    Chapter 14 Document Similarity from Vector Space Densities
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    Chapter 15 Food Classification for Inflammation Recognition Through Ingredient Label Analysis: A Real NLP Case Study
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    Chapter 16 Classification Based Method for Disfluencies Detection in Spontaneous Spoken Tunisian Dialect
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    Chapter 17 A Comprehensive Methodology for Evaluating Conversation-Based Interfaces to Relational Databases (C-BIRDs)
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    Chapter 18 Disease Normalization with Graph Embeddings
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    Chapter 19 Quranic Topic Modelling Using Paragraph Vectors
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    Chapter 20 Language Revitalization: A Benchmark for Akan-to-English Machine Translation
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    Chapter 21 A Machine Learning Platform for NLP in Big Data
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    Chapter 22 Recent News Recommender Using Browser’s History
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    Chapter 23 Building a Wikipedia N-GRAM Corpus
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    Chapter 24 Control Interface of an Automatic Continuous Speech Recognition System in Standard Arabic Language
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    Chapter 25 Emotion Detection Throughout the Speech
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    Chapter 26 Understanding Troll Writing as a Linguistic Phenomenon
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    Chapter 27 Spatial Sentiment and Perception Analysis of BBC News Articles Using Twitter Posts Mining
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    Chapter 28 Human-Machine Interaction for Improved Cybersecurity Named Entity Recognition Considering Semantic Similarity
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    Chapter 29 Predicting University Students’ Public Transport Preferences for Sustainability Improvement
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    Chapter 30 Membrane Clustering Using the PostgreSQL Database Management System
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    Chapter 31 STAR: Spatio-Temporal Prediction of Air Quality Using a Multimodal Approach
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    Chapter 32 Fair Allocation Based Soft Load Shedding
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    Chapter 33 VDENCLUE: An Enhanced Variant of DENCLUE Algorithm
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    Chapter 34 Detailed Clustering Based on Gaussian Mixture Models
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    Chapter 35 Smartphone Applications Developed to Collect Mobility Data: A Review and SWOT Analysis
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    Chapter 36 A Novel Approach for Heart Disease Prediction Using Genetic Algorithm and Ensemble Classification
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    Chapter 37 An Improved Algorithm for Fast K-Word Proximity Search Based on Multi-component Key Indexes
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    Chapter 38 A Feedback Integrated Web-Based Multi-Criteria Group Decision Support Model for Contractor Selection Using Fuzzy Analytic Hierarchy Process
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    Chapter 39 AIS Ship Trajectory Clustering Based on Convolutional Auto-encoder
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    Chapter 40 An Improved Q-Learning Algorithm for Path Planning in Maze Environments
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    Chapter 41 Automatic Classification of Web News: A Systematic Mapping Study
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    Chapter 42 Big Data Clustering Using MapReduce Framework: A Review
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    Chapter 43 A Text Extraction-Based Smart Knowledge Graph Composition for Integrating Lessons Learned During the Microchip Design
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    Chapter 44 Clustering Approach to Topic Modeling in Users Dialogue
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    Chapter 45 Knowledge-Based Model for Formal Representation of Complex System Visual Models
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    Chapter 46 Data Mining Solutions for Direct Marketing Campaign
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    Chapter 47 A Review of Phishing URL Detection Using Machine Learning Classifiers
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    Chapter 48 Data Mining and Machine Learning Techniques for Bank Customers Segmentation: A Systematic Mapping Study
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    Chapter 49 Back to the Past to Charter the Vinyl Electronic Market: A Data Mining Approach
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    Chapter 50 Learning a Generalized Matrix from Multi-graphs Topologies Towards Microservices Recommendations
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    Chapter 51 Big Data in Smart Infrastructure
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    Chapter 52 Academic Articles Recommendation Using Concept-Based Representation
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    Chapter 53 Self-organising Urban Traffic Control on Micro-level Using Reinforcement Learning and Agent-Based Modelling
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    Chapter 54 The Adoption of Electronic Administration by Citizens: Case of Morocco
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Title
Intelligent Systems and Applications
Published by
Springer International Publishing, October 2020
DOI 10.1007/978-3-030-55187-2
ISBNs
978-3-03-055186-5, 978-3-03-055187-2
Editors

Arai, Kohei, Kapoor, Supriya, Bhatia, Rahul

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