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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 ViZDoom: DRQN with Prioritized Experience Replay, Double-Q Learning and Snapshot Ensembling
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    Chapter 2 Ship Classification from SAR Images Based on Deep Learning
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    Chapter 3 HIMALIA: Recovering Compiler Optimization Levels from Binaries by Deep Learning
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    Chapter 4 Architecture of Management Game for Reinforced Deep Learning
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    Chapter 5 The Cognitive Packet Network with QoS and Cybersecurity Deep Learning Clusters
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    Chapter 6 Convolution Neural Network Application for Road Asset Detection and Classification in LiDAR Point Cloud
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    Chapter 7 PerceptionNet: A Deep Convolutional Neural Network for Late Sensor Fusion
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    Chapter 8 Reinforcement Learning for Fair Dynamic Pricing
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    Chapter 9 A Classification-Regression Deep Learning Model for People Counting
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    Chapter 10 The Impact of Replacing Complex Hand-Crafted Features with Standard Features for Melanoma Classification Using Both Hand-Crafted and Deep Features
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    Chapter 11 Deep Learning in Classifying Depth of Anesthesia (DoA)
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    Chapter 12 Content Based Video Retrieval Using Convolutional Neural Network
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    Chapter 13 Proposal and Evaluation of an Indirect Reward Assignment Method for Reinforcement Learning by Profit Sharing Method
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    Chapter 14 Eye-Tracking to Enhance Usability: A Race Game
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    Chapter 15 A Survey of Customer Review Helpfulness Prediction Techniques
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    Chapter 16 Automatized Approach to Assessment of Degree of Delamination Around a Scribe
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    Chapter 17 Face Detection and Recognition for Automatic Attendance System
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    Chapter 18 Fine Localization of Complex Components for Bin Picking
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    Chapter 19 Intrusion Detection in Computer Networks Based on KNN, K-Means++ and J48
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    Chapter 20 Cooperating with Avatars Through Gesture, Language and Action
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    Chapter 21 A Safer YouTube Kids: An Extra Layer of Content Filtering Using Automated Multimodal Analysis
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    Chapter 22 Designing an Augmented Reality Multimodal Interface for 6DOF Manipulation Techniques
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    Chapter 23 InstaSent: A Novel Framework for Sentiment Analysis Based on Instagram Selfies
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    Chapter 24 Segmentation of Heart Sound by Clustering Using Spectral and Temporal Features
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    Chapter 25 Evaluation of Classifiers for Emotion Detection While Performing Physical and Visual Tasks: Tower of Hanoi and IAPS
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    Chapter 26 Investigating Input Protocols, Image Analysis, and Machine Learning Methods for an Intelligent Identification System of Fusarium Oxysporum Sp. in Soil Samples
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    Chapter 27 Intelligent System Design for Massive Collection and Recognition of Faces in Integrated Control Centres
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    Chapter 28 Wheat Plots Segmentation for Experimental Agricultural Field from Visible and Multispectral UAV Imaging
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    Chapter 29 Evaluation of Image Spatial Resolution for Machine Learning Mapping of Wildland Fire Effects
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    Chapter 30 Region-Based Poisson Blending for Image Repairing
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    Chapter 31 Modified Radial Basis Function and Orthogonal Bipolar Vector for Better Performance of Pattern Recognition
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    Chapter 32 Fuzzy Logic and Log-Sigmoid Function Based Vision Enhancement of Hazy Images
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    Chapter 33 Video Detection for Dynamic Fire Texture by Using Motion Pattern Recognition
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    Chapter 34 A Gaussian-Median Filter for Moving Objects Segmentation Applied for Static Scenarios
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    Chapter 35 Straight Boundary Detection Algorithm Based on Orientation Filter
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    Chapter 36 Using Motion Detection and Facial Recognition to Secure Places of High Security: A Case Study at Banking Vaults of Ghana
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    Chapter 37 Kinect-Based Frontal View Gait Recognition Using Support Vector Machine
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    Chapter 38 Curve Evolution Based on Edge Following Algorithm for Medical Image Segmentation
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    Chapter 39 Enhancing Translation from English to Arabic Using Two-Phase Decoder Translation
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    Chapter 40 On Character vs Word Embeddings as Input for English Sentence Classification
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    Chapter 41 Performance Comparison of Popular Text Vectorising Models on Multi-class Email Classification
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    Chapter 42 Fuzzy Based Sentiment Classification in the Arabic Language
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    Chapter 43 Arabic Tag Sets: Review
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    Chapter 44 Information Gain Based Term Weighting Method for Multi-label Text Classification Task
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    Chapter 45 Understanding Neural Network Decisions by Creating Equivalent Symbolic AI Models
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    Chapter 46 A High Performance Classifier by Dimensional Tree Based Dual-kNN
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    Chapter 47 High-Speed 2D Parallel MAC Unit Hardware Accelerator for Convolutional Neural Network
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    Chapter 48 Excessive, Selective and Collective Information Processing to Improve and Interpret Multi-layered Neural Networks
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    Chapter 49 A Neural Architecture for Multi-label Text Classification
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    Chapter 50 A Neuro Fuzzy Approach for Predicting Delirium
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    Chapter 51 The Random Neural Network and Web Search: Survey Paper
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    Chapter 52 Avoiding to Face the Challenges of Visual Place Recognition
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    Chapter 53 A Semantic Representation of Sensor Data to Promote Proactivity in Home Assistive Robotics
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    Chapter 54 Learning by Demonstration with Baxter Humanoid
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    Chapter 55 Selective Stiffening Mechanism for Surgical-Assist Soft Robotic Applications
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    Chapter 56 View-Invariant Robot Adaptation to Human Action Timing
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    Chapter 57 A Rule-Based Expert System to Decide on Direction and Speed of a Powered Wheelchair
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    Chapter 58 Our New Handshake with the Robot
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    Chapter 59 Simulation of an Artificial Hearing Module for an Assistive Robot
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    Chapter 60 Dynamic Walking Experiments for Humanoid Robot
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    Chapter 61 A Method to Produce Minimal Real Time Geometric Representations of Moving Obstacles
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    Chapter 62 Application of Deep Learning Technique in UAV’s Search and Rescue Operations
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    Chapter 63 Analysis of the Use of a NAO Robot to Improve Social Skills in Children with ASD in Saudi Arabia
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    Chapter 64 Supervisory Control of a Multirotor Drone Using On-Line Sequential Extreme Learning Machine
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    Chapter 65 Development of a Haptic Telemanipulator System Based on MR Brakes and Estimated Torques of AC Servo Motors
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    Chapter 66 Proximity Full-Text Search with a Response Time Guarantee by Means of Additional Indexes
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    Chapter 67 Application of Density Clustering Algorithm Based on SNN in the Topic Analysis of Microblogging Text: A Case of Smog
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    Chapter 68 Public Opinion Analysis of Emergency on Weibo Based on Improved CSIM: The Case of Tianjin Port Explosion
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    Chapter 69 Subject Analysis of the Microblog About US Presidential Election Based on LDA
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    Chapter 70 An Analysis on the Micro-Blog Topic “The Shared Bicycle” Based on K-Means Algorithm
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    Chapter 71 Enhancement of the K-Means Algorithm for Mixed Data in Big Data Platforms
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    Chapter 72 An Exploratory Study of the Inputs for Ensemble Clustering Technique as a Subset Selection Problem
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    Chapter 73 Challenges in Developing Prediction Models for Multi-modal High-Throughput Biomedical Data
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    Chapter 74 Selecting Accurate Classifier Models for a MERS-CoV Dataset
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    Chapter 75 Big Data Fusion Model for Heterogeneous Financial Market Data (FinDf)
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    Chapter 76 A Comparative Study of HMMs and LSTMs on Action Classification with Limited Training Data
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    Chapter 77 Tag Genome Aware Collaborative Filtering Based on Item Clustering for Recommendations
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    Chapter 78 First-Half Index Base for Querying Data Cube
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    Chapter 79 Analyzing the Accuracy of Historical Average for Urban Traffic Forecasting Using Google Maps
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    Chapter 80 Intelligent Transportation System in Smart Cities (ITSSC)
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    Chapter 81 Learning to Drive With and Without Intelligent Computer Systems and Sensors to Assist
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    Chapter 82 Sharing Driving Between a Vehicle Driver and a Sensor System Using Trust-Factors to Set Control Gains
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    Chapter 83 The Impact of Road Intersection Topology on Traffic Congestion in Urban Cities
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    Chapter 84 Forecasting Air Traveling Demand for Saudi Arabia’s Low Cost Carriers
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    Chapter 85 Artificial Morality Based on Particle Filter
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    Chapter 86 Addressing the Problem of Activity Recognition with Experience Sampling and Weak Learning
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    Chapter 87 Public Key and Digital Signature for Blockchain Technology
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    Chapter 88 Heterogeneous Semi-structured Objects Analysis
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    Chapter 89 An Approach to Energy-Efficient Street Lighting Control on the Basis of an Adaptive Model
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    Chapter 90 New Field Operational Tests Sampling Strategy Based on Metropolis-Hastings Algorithm
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    Chapter 91 Learning to Make Intelligent Decisions Using an Expert System for the Intelligent Selection of Either PROMETHEE II or the Analytical Hierarchy Process
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    Chapter 92 Guess My Power: A Computational Model to Simulate a Partner’s Behavior in the Context of Collaborative Negotiation
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    Chapter 93 Load Balancing of 3-Phase LV Network Using GA, ACO and ACO/GA Optimization Techniques
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    Chapter 94 UXAmI Observer: An Automated User Experience Evaluation Tool for Ambient Intelligence Environments
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    Chapter 95 Research on the Degradation of Indian Regional Navigation Satellite System Based on STK
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    Chapter 96 The Application of a Semantic-Based Process Mining Framework on a Learning Process Domain
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    Chapter 97 Improved Multi-hop Localization Algorithm with Network Division
Overall attention for this book and its chapters
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Mentioned by

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10 tweeters
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1 Facebook page

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Title
Intelligent Systems and Applications
Published by
Springer International Publishing, January 2019
DOI 10.1007/978-3-030-01054-6
ISBNs
978-3-03-001053-9, 978-3-03-001054-6
Editors

Kohei Arai, Supriya Kapoor, Rahul Bhatia

Twitter Demographics

The data shown below were collected from the profiles of 10 tweeters who shared this research output. Click here to find out more about how the information was compiled.

Mendeley readers

The data shown below were compiled from readership statistics for 22 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 22 100%

Demographic breakdown

Readers by professional status Count As %
Student > Master 10 45%
Student > Bachelor 3 14%
Student > Ph. D. Student 3 14%
Lecturer > Senior Lecturer 1 5%
Unspecified 1 5%
Other 0 0%
Unknown 4 18%
Readers by discipline Count As %
Computer Science 10 45%
Engineering 5 23%
Business, Management and Accounting 1 5%
Agricultural and Biological Sciences 1 5%
Unspecified 1 5%
Other 0 0%
Unknown 4 18%