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Intelligent Systems and Applications

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Cover of 'Intelligent Systems and Applications'

Table of Contents

  1. Altmetric Badge
    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
Attention for Chapter 77: Tag Genome Aware Collaborative Filtering Based on Item Clustering for Recommendations
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Chapter title
Tag Genome Aware Collaborative Filtering Based on Item Clustering for Recommendations
Chapter number 77
Book title
Intelligent Systems and Applications
Published by
Springer, Cham, November 2018
DOI 10.1007/978-3-030-01054-6_77
Book ISBNs
978-3-03-001053-9, 978-3-03-001054-6
Authors

Zhipeng Gao, Bo Li, Kun Niu, Yang Yang, Gao, Zhipeng, Li, Bo, Niu, Kun, Yang, Yang