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Intelligent Systems Design and Applications

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Cover of 'Intelligent Systems Design and Applications'

Table of Contents

  1. Altmetric Badge
    Book Overview
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    Chapter 1 An Innovative Approach to Manage Heterogeneous Information Using Relational Database Systems
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    Chapter 2 Reliable Attribute Selection Based on Random Forest (RASER)
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    Chapter 3 Estimating the Number of Clusters as a Pre-processing Step to Unsupervised Learning
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    Chapter 4 Agglomerative and Divisive Approaches to Unsupervised Learning in Gestalt Clusters
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    Chapter 5 Improving Imputation Accuracy in Ordinal Data Using Classification
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    Chapter 6 GA-PSO-FASTSLAM: A Hybrid Optimization Approach in Improving FastSLAM Performance
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    Chapter 7 Three Case Studies Using Agglomerative Clustering
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    Chapter 8 Historic Document Image De-noising Using Principal Component Analysis (PCA) and Local Pixel Grouping (LPG)
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    Chapter 9 A Robust and Optimally Pruned Extreme Learning Machine
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    Chapter 10 Investigating the Effect of Combining Text Clustering with Classification on Improving Spam Email Detection
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    Chapter 11 Radial Basis Function Neural Networks for Datasets with Missing Values
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    Chapter 12 Evaluation Method for an Adaptive Web Interface: GOMS Model
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    Chapter 13 Diversification Strategies in Differential Evolution Algorithm to Solve the Protein Structure Prediction Problem
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    Chapter 14 Using Cluster Barycenters for the Generalized Traveling Salesman Problem
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    Chapter 15 On Pollution Attacks in Fully Connected P2P Networks Using Trusted Peers
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    Chapter 16 Certification Under Uncertainties of Control Methods for Multisource Elevators
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    Chapter 17 Robust and Reliable Bionic Optimization of Nonlinear Control Problems
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    Chapter 18 Human Detection Using Biological Signals in Camera Images with Privacy Aware
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    Chapter 19 Nuclei Malignancy Analysis Based on an Adaptive Bottom-Hat Filter
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    Chapter 20 Self-Organizing Maps and Fuzzy C-Means Algorithms on Gait Analysis Based on Inertial Sensors Data
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    Chapter 21 Age, Gender, Race and Smile Prediction Based on Social Textual and Visual Data Analyzing
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    Chapter 22 Test Suite Prioritization Using Nature Inspired Meta-Heuristic Algorithms
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    Chapter 23 A New Trajectory Optimization Approach for Safe Mobile Robot Navigation: A Comparative Study (Khepera II Mobile Robot)
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    Chapter 24 The Improvement of an Image Compression Approach Using Weber-Fechner Law
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    Chapter 25 A Minimal Rare Substructures-Based Model for Graph Database Indexing
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    Chapter 26 Multibiometrics Enhancement Using Quality Measurement in Score Level Fusion
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    Chapter 27 Effects of Random Sampling on SVM Hyper-parameter Tuning
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    Chapter 28 Bayesian Networks for Identifying Semantic Relations in a Never-Ending Learning System
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    Chapter 29 Training a Spiking Neural Network to Generate Online Handwriting Movements
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    Chapter 30 Using a Synthetic Character Database for Training Deep Learning Models Applied to Offline Handwritten Recognition
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    Chapter 31 Cognitive Conversation Language - CCL
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    Chapter 32 A Genetic-Fuzzy Classification Approach to Improve High-Dimensional Intrusion Detection System
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    Chapter 33 A New Data Placement Approach for Scientific Workflows in Cloud Computing Environments
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    Chapter 34 A Novel Simulated Annealing-Based Learning Algorithm for Training Support Vector Machines
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    Chapter 35 Fish School Search Variations and Other Metaheuristics in the Solution of Assembly Line Balancing Problems
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    Chapter 36 Improved Search Mechanisms for the Fish School Search Algorithm
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    Chapter 37 A Survey on Outlier Detection in the Context of Stream Mining: Review of Existing Approaches and Recommadations
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    Chapter 38 Heuristic for Scheduling Intrees on m Machines with Non-availability Constraints
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    Chapter 39 Network Intrusion Detection Using Danger Theory and Genetic Algorithms
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    Chapter 40 A Gamification Model for Resource Sharing in Malaysian Schools Using Cloud Computing Platform
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    Chapter 41 A Modified Naïve Possibilistic Classifier for Numerical Data
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    Chapter 42 Combinatorial Structural Clustering (CSC): A Novel Structural Clustering Approach for Large Scale Networks
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    Chapter 43 Memetic Algorithms for the Automatic Discovery of Software Architectures
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    Chapter 44 Multi-objective Dynamic Analysis Using Fractional Entropy
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    Chapter 45 Multi-agent Based Truck Scheduling Using Ant Colony Intelligence in a Cross-Docking Platform
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    Chapter 46 From Traditional Data Warehouse To Real Time Data Warehouse
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    Chapter 47 Intelligent Traffic Congestion Prediction System Based on ANN and Decision Tree Using Big GPS Traces
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    Chapter 48 Forecasting Using Elman Recurrent Neural Network
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    Chapter 49 Multi-objective Particle Swarm Optimisation for Robust Dynamic Scheduling in a Permutation Flow Shop
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    Chapter 50 Mining Perfectly Rare Itemsets on Big Data: An Approach Based on Apriori-Inverse and MapReduce
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    Chapter 51 Patient-Specific Epilepsy Seizure Detection Using Random Forest Classification over One-Dimension Transformed EEG Data
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    Chapter 52 A New Approach to Human Activity Recognition Using Machine Learning Techniques
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    Chapter 53 Lung Segmentation in Chest Computerized Tomography Images Using the Border Following Algorithm
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    Chapter 54 Learner’s Profile Hierarchization in an Interoperable Education System
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    Chapter 55 ACO-PSO Optimization for Solving TSP Problem with GPU Acceleration
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    Chapter 56 A Parallel Adaptive PSO Algorithm with Non-iterative Electrostatic Repulsion and Social Dynamic Neighborhood
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    Chapter 57 Fishing Monitor System Data: A Naïve Bayes Approach
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    Chapter 58 Detection of Behavioral Patterns for Increasing Attentiveness Level
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    Chapter 59 Towards a Medical Intensive Care Unit Decision Support System Based on Intuitionistic Fuzzy Logic
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    Chapter 60 M2Onto: An Approach and a Tool to Learn OWL Ontology from MongoDB Database
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    Chapter 61 Comparison of Hard and Probabilistic Evidence in Bayesian Model
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    Chapter 62 Towards Activity Theory - Preliminary Report: Ambient Intelligence Applied to Smart Education
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    Chapter 63 Emerging Opportunities for Ambient Intelligence in Creativity Support Tools
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    Chapter 64 Time Series Data Mining for Energy Prices Forecasting: An Application to Real Data
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    Chapter 65 Efficient Parameterization for Automatic Speaker Recognition Using Support Vector Machines
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    Chapter 66 Security Incident Response: Towards a Novel Decision-Making System
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    Chapter 67 A New Social Media Mashup Approach
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    Chapter 68 Enabling the Definition and Reuse of Multi-Domain Workflow-Based Data Analysis
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    Chapter 69 An Improved Elman Neural Network for Daily Living Activities Recognition
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    Chapter 70 Towards an Approach Based on Ontology for Semantic-Temporal Modeling of Social Network Data
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    Chapter 71 Evaluation of the Simulated Annealing and the Discrete Artificial Bee Colony in the Weight Tardiness Problem with Taguchi Experiments Parameterization
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    Chapter 72 Industrial Plant Layout Analyzing Based on SNA
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    Chapter 73 A Genetic Neural Network Approach for Unusual Behavior Prediction in Smart Home
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    Chapter 74 New Adaptive Resource Allocation Scheme in LTE-Advanced
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    Chapter 75 An Approach for Measuring Flexibility of Business Processes Based on Distances Between Models and Their Variants
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    Chapter 76 Specification of an Architecture for Self-organizing Scheduling Systems
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    Chapter 77 Towards Better SWRL Rules Dependency Extraction
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    Chapter 78 Clustering of Maintenance Tasks for the Danish Railway System
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    Chapter 79 Evaluating the Quality of Business Process Models Based on Measures and Criteria in Higher Education: Developing a Framework for Continuous Quality Improvement
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    Chapter 80 Age and Gender Classification from Finger Vein Patterns
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    Chapter 81 Coupling Event-B/ProB for the Analysis of the Software Architecture Evolution Described in PDDL
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    Chapter 82 Trust Intrusion Detection System Based on Location for Wireless Sensor Network
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    Chapter 83 Temporal Patterns Visualization for Knowledge Acquisition in Dynamic Decision-Making Environment
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    Chapter 84 Cloudlets Architecture for Wireless Sensor Network
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    Chapter 85 Data Fusion Classification Method Based on Multi Agents System
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    Chapter 86 Community Detection in Bipartite Networks Using a Noisy Extremal Optimization Algorithm
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    Chapter 87 An Approach for Incorporating the Usability Optimization Process into the Model Transformation
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    Chapter 88 An ILS Heuristic for the Waste Collection Vehicle Routing Problem with Time Windows
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    Chapter 89 An NLP-Based Ontology Population for Intentional Structure
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    Chapter 90 Metaheuristics Parameter Tuning Using Racing and Case-Based Reasoning in Scheduling Systems
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    Chapter 91 A Branch-and-Price Algorithm for the Double Vehicle Routing Problem with Multiple Stacks and Heterogeneous Demand
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    Chapter 92 BigDimETL: ETL for Multidimensional Big Data
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    Chapter 93 Knowledge Integration in Collaborative Environments Using Supervised Ontological Alignment
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    Chapter 94 A General VNS Heuristic for a Three-Stage Assembly Flow Shop Scheduling Problem
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    Chapter 95 Towards NoSQL Graph Data Warehouse for Big Social Data Analysis
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    Chapter 96 A Contribution of Dynamical Systems Theory and Epidemiological Modeling to a Viral Marketing Campaign
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    Chapter 97 Developing an Ambient Intelligent-Based Decision Support System for Production and Control Planning
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    Chapter 98 CobWeb Multidimensional Model: Visualizing OLAP Query Results Using Tag-Cloud Operators
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    Chapter 99 A Time Delay Neural Network for Online Arabic Handwriting Recognition
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    Chapter 100 A Proposal to Model Knowledge Dimension in Sensitive Business Processes
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    Chapter 101 Using Intelligent Systems to Improve Case Flow in Court Systems
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    Chapter 102 Similarity and Trust Metrics Used in Recommender Systems: A Survey
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    Chapter 103 Analysing the Performance of a Tomographic Reconstructor with Different Neural Networks Frameworks
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    Chapter 104 Robot Swarms Theory Applicable to Seek and Rescue Operation
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    Chapter 105 Linguistic Representation by Fuzzy Formal Concept and Interval Type-2 Feature Selection
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Chapter title
Improving Imputation Accuracy in Ordinal Data Using Classification
Chapter number 5
Book title
Intelligent Systems Design and Applications
Published by
Springer, Cham, February 2017
DOI 10.1007/978-3-319-53480-0_5
Book ISBNs
978-3-31-953479-4, 978-3-31-953480-0
Authors

Shafiq Alam, Gillian Dobbie, XiaoBin Sun, Alam, Shafiq, Dobbie, Gillian, Sun, XiaoBin

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The data shown below were collected from the profile of 1 X user who shared this research output. Click here to find out more about how the information was compiled.
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Mendeley readers

The data shown below were compiled from readership statistics for 5 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 5 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 1 20%
Other 1 20%
Unknown 3 60%
Readers by discipline Count As %
Business, Management and Accounting 1 20%
Computer Science 1 20%
Engineering 1 20%
Unknown 2 40%