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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 LexDivPara: A Measure of Paraphrase Quality with Integrated Sentential Lexical Complexity
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    Chapter 3 Towards an Automated Language Acquisition System for Grounded Agency
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    Chapter 4 Text-Based Speaker Identification for Video Game Dialogues
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    Chapter 5 Automatic Monitoring and Analysis of Brands Using Data Extracted from Twitter in Romanian
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    Chapter 6 Natural Language Processing in the Support of Business Organization Management
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    Chapter 7 Discovering Influence of Yelp Reviews Using Hawkes Point Processes
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    Chapter 9 Chat-XAI: A New Chatbot to Explain Artificial Intelligence
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    Chapter 10 Global Postal Automation
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    Chapter 11 Automated Corpus Annotation for Cybersecurity Named Entity Recognition with Small Keyword Dictionary
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    Chapter 12 Text Classification Using Neural Network Language Model (NNLM) and BERT: An Empirical Comparison
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    Chapter 13 Past, Present, and Future of Swarm Robotics
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    Chapter 14 Flow Empirical Mode Decomposition
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    Chapter 15 Cost-Effective 4DoF Manipulator for General Applications
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    Chapter 16 Design of a Granular Jamming Universal Gripper
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    Chapter 17 Benchmarking Virtual Reinforcement Learning Algorithms to Balance a Real Inverted Pendulum
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    Chapter 18 Configuring Waypoints and Patterns for Autonomous Arduino Robot with GPS and Bluetooth Using an Android App
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    Chapter 19 Small Scale Mobile Robot Auto-parking Using Deep Learning, Image Processing, and Kinematics-Based Target Prediction
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    Chapter 20 Local-Minimum-Free Artificial Potential Field Method for Obstacle Avoidance
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    Chapter 21 Digital Transformation of Public Service Delivery Processes in a Smart City
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    Chapter 22 Prediction of Homicides in Urban Centers: A Machine Learning Approach
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    Chapter 23 Experimental Design of Artificial Neural-Network Solutions for Traffic Sign Recognition
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    Chapter 24 Potholes Detection Using Deep Learning and Area Estimation Using Image Processing
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    Chapter 25 Exploiting Deep Learning Algorithm to Understand Buildings’ Façade Characteristics
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    Chapter 26 An On-Device Deep Learning Framework to Encourage the Recycling of Waste
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    Chapter 27 Spatial Modelling and Microstructural Modulation of Porous Pavement Materials for Seepage Control in Smart Cities
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    Chapter 28 Deep Learning-Based Vehicle Direction Detection
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    Chapter 29 EMG Controlled Electric Wheelchair
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    Chapter 30 A Low-Cost Human-Robot Interface for the Motion Planning of Robotic Hands
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    Chapter 31 Ensemble UNet++ for Locating the Exponential Growth Virus Samples
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    Chapter 32 ViewClassifier: Visual Analytics on Performance Analysis for Imbalanced Fatal Accident Data
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    Chapter 33 Comparative Analysis of Machine Learning Algorithms Using COVID-19 Chest X-ray Images and Dataset
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    Chapter 34 A Critical Evaluation of Machine Learning and Deep Learning Techniques for COVID-19 Prediction
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    Chapter 35 Automatic Estimation of Fluid Volume Intake
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    Chapter 36 A Deep Learning-Based Tool for Automatic Brain Extraction from Functional Magnetic Resonance Images of Rodents
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    Chapter 37 Classification of Computed Tomography Images with Pleural Effusion Disease Using Convolutional Neural Networks
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    Chapter 38 Creating a Robot Brain with Object Recognition Using Vocal Control, Text-to-Speech Support and a Simple Webcam
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    Chapter 39 Detection of Health-Preserving Behavior Among VK.com Users Based on the Analysis of Graphic, Text and Numerical Data
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    Chapter 40 WearMask in COVID-19: Identification of Wearing Facemask Based on Using CNN Model and Pre-trained CNN Models
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    Chapter 41 Predicting Falls in Older Adults Aged 65 and up Based on Fall Risk Dataset
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    Chapter 42 Detection of the Inflammatory Bowel Diseases via Machine Learning Methods
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    Chapter 43 An Attention-Based Deep Learning Model with Interpretable Patch-Weight Sharing for Diagnosing Cervical Dysplasia
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    Chapter 44 Towards a Computational Framework for Automated Discovery and Modeling of Biological Rhythms from Wearable Data Streams
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    Chapter 45 Towards a Novel Architecture of Smart Campuses Based on Spatial Data Infrastructure and Distributed Ontology
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    Chapter 46 Course Recommendation System for a Flexible Curriculum Based on Attribute Selection and Regression
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    Chapter 47 Advancing Adaptive Learning via Artificial Intelligence
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    Chapter 48 Technology of Creation and Functioning of a Multimedia Educational Portal for Distance Learning of School Children in the Republic of Kazakhstan Under Pandemic Conditions
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    Chapter 49 Detecting CAN Bus Intrusion by Applying Machine Learning Method to Graph Based Features
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    Chapter 50 Information Security Awareness Evaluation Framework and Exploratory Study
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    Chapter 51 Multilayer Security for Facial Authentication to Secure Text Files
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    Chapter 52 sBiLSAN: Stacked Bidirectional Self-attention LSTM Network for Anomaly Detection and Diagnosis from System Logs
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    Chapter 53 A Multi-agent System with Smart Agents for Resource Allocation Problem Solving
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    Chapter 54 Search Methods in Motion Planning for Mobile Robots
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    Chapter 55 Application of Adversarial Domain Adaptation to Voice Activity Detection
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    Chapter 56 More Than Just an Auxiliary Loss: Anti-spoofing Backbone Training via Adversarial Pseudo-depth Generation
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    Chapter 57 Emergence and Solidification-Fluidisation
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    Chapter 58 Prediction of Isoflavone Content in Soybeans with Sentinel-2 Optical Sensor Data by Means of Regressive Analysis
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    Chapter 59 A Neuro-Fuzzy Model for Fault Detection, Prediction and Analysis for a Petroleum Refinery
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    Chapter 60 Impact of Interventional Policies Including Vaccine on COVID-19 Propagation and Socio-economic Factors: Predictive Model Enabling Simulations Using Machine Learning and Big Data
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    Chapter 61 Correction to: Automatic Monitoring and Analysis of Brands Using Data Extracted from Twitter in Romanian
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Title
Intelligent Systems and Applications
Published by
Springer International Publishing, August 2021
DOI 10.1007/978-3-030-82199-9
ISBNs
978-3-03-082198-2, 978-3-03-082199-9
Editors

Arai, Kohei

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