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Index
Cover
Frontmatter
1. Applications of Data Science
Exploring Spatial and Social Factors of Crime: A Case Study of Taipei City
A Fuzzy Logic Based Network Intrusion Detection System for Predicting the TCP SYN Flooding Attack
Analytical Ideas to Improve Daily Demand Forecasts: A Case Study
Increasing the Detection of Minority Class Instances in Financial Statement Fraud
Information Technology Services Evaluation Based ITIL V3 2011 and COBIT 5 in Center for Data and Information
2. Artificial Intelligence Applications for E-services
To Solve the TDVRPTW via Hadoop MapReduce Parallel Computing
MapReduce-Based Frequent Pattern Mining Framework with Multiple Item Support
Balanced k-Means
An Optimal Farmland Allocation E-Service Deployment
3. Automated Reasoning and Proving Techniques with Applications in Intelligent Systems
Anticipatory Runway Incursion Prevention Based on Inaccurate Position Surveillance Information
The Relation Between Syntax Restriction of Temporal Logic and Properties of Reactive System Specification
Measuring Interestingness of Theorems in Automated Theorem Finding by Forward Reasoning: A Case Study in Peano’s Arithmetic
A Predicate Suggestion Algorithm for Automated Theorem Finding with Forward Reasoning
4. Collective Intelligence for Service Innovation, Technology Opportunity, E-Learning and Fuzzy Intelligent Systems
Modeling a Multi-criteria Decision Support System for Capital Budgeting Project Selection
Innovative Diffusion Chance Discovery
Chance Discovery in a Group-Trading Model ─ Creating an Innovative Tour Package with Freshwater Fish Farms at Yilan
Using Sentiment Analysis to Explore the Association Between News and Housing Prices
Importance-Performance Analysis Based Evaluation Method for Security Incident Management Capability
5. Intelligent Computer Vision Systems and Applications
Moment Shape Descriptors Applied for Action Recognition in Video Sequences
Automatic Detection of Singular Points in Fingerprint Images Using Convolution Neural Networks
Vehicle Detection in Hsuehshan Tunnel Using Background Subtraction and Deep Belief Network
Segment Counting Versus Prime Counting in the Ulam Square
Improving Traffic Sign Recognition Using Low Dimensional Features
Image Processing Approach to Diagnose Eye Diseases
Weakly-Labelled Semantic Segmentation of Fish Objects in Underwater Videos Using a Deep Residual Network
A New Feature Extraction in Dorsal Hand Recognition by Chromatic Imaging
Testing the Limits of Detection of the ‘Orange Skin’ Defect in Furniture Elements with the HOG Features
6. Intelligent Data Analysis, Applications and Technologies for Internet of Things
Reaching Safety Vehicular Ad Hoc Network of IoT
Short-Term Load Forecasting in Smart Meters with Sliding Window-Based ARIMA Algorithms
Bus Drivers Fatigue Measurement Based on Monopolar EEG
An Improved Sleep Posture Recognition Based on Force Sensing Resistors
Remaining Useful Life Estimation-A Case Study on Soil Moisture Sensors
7. Intelligent Algorithms and Brain Functions
Neurofeedback System for Training Attentiveness
Building Classifiers for Parkinson’s Disease Using New Eye Tribe Tracking Method
Rules Found by Multimodal Learning in One Group of Patients Help to Determine Optimal Treatment to Other Group of Parkinson’s Patients
8. Intelligent Systems and Algorithms in Information Sciences
Reasoning in Formal Systems of Extended RDF Networks
Big Data Filtering Through Adaptive Resonance Theory
The Effectiveness of the Simplicity in Evolutionary Computation
Genetic Algorithm for Self-Test Path and Circular Self-Test Path Design
9. IT in Biomedicine
The Use of Tuned Shape Window for the Improvement of Scars Imaging in Static Renal Scintigraphy in Children
PCA-SCG-ANN for Detection of Non-structural Protein 1 from SERS Salivary Spectra
Prediction of Arterial Blood Gases Values in Premature Infants with Respiratory Disorders
Extraction of Optical Disc Geometrical Parameters with Using of Active Snake Model with Gradient Directional Information
Segmentation of Vascular Calcifications and Statistical Analysis of Calcium Score
Rough Hypercuboid and Modified Kulczynski Coefficient for Disease Gene Identification
Detection of Raynaud’s Phenomenon by Thermographic Testing for Finger Thermoregulation
10. Intelligent Technologies in the Smart Cities in the 21st Century
Enhancing Energy Efficiency of Adaptive Lighting Control
Comparative Analysis of Selected Algorithms in the Process of Optimization of Traffic Lights
Knowledge Representation Framework for Agent–Based Economic Systems in Smart City Context
The Principles of Model Building Concepts Which Are Applied to the Design Patterns for Smart Cities
Assessment and Optimization of Air Monitoring Network for Smart Cities with Multicriteria Decision Analysis
Urban Air Quality Forecasting: A Regression and a Classification Approach
11. Analysis of Image, Video and Motion Data in Life Sciences
Ethnicity Distinctiveness Through Iris Texture Features Using Gabor Filters
Diminishing Variant Illumination Factor in Object Recognition
Fast Moving UAV Collision Avoidance Using Optical Flow and Stereovision
Towards the Notion of Average Trajectory of the Repeating Motion of Human Limbs
Interfered Seals and Handwritten Characters Removal for Prescription Images
Neuromuscular Fatigue Analysis of Soldiers Using DWT Based EMG and EEG Data Fusion During Load Carriage
Manifold Methods for Action Recognition
Optical Flow Based Face Anonymization in Video Sequences
An Analysis of the Centre of Mass Behavior During Treadmill Walking
A Bayesian Framework for Chemical Shift Assignment
12. Modern Applications of Machine Learning for Actionable Knowledge Extraction
Traditional vs. Machine Learning Techniques: Customer Propensity
Analytics on the Impact of Leadership Styles and Leadership Outcome
An Investigation into the Relationship of Strategic Planning Practices and Organizational Performance Using Advanced Data Mining Techniques
13. Mathematics of Decision Sciences and Information Science
A Ranking Procedure with the Shapley Value
Optimal Design of Robust Combinatorial Mechanisms for Substitutable Goods
Communication and KP-Model
14. Scalable Data Analysis in Bioinformatics and Biomedical Informatics
Orchestrating Task Execution in Cloud4PSi for Scalable Processing of Macromolecular Data of 3D Protein Structures
Probabilistic Neural Network Inferences on Oligonucleotide Classification Based on Oligo: Target Interaction
Scalability of a Genomic Data Analysis in the BioTest Platform
Quantifying the Effect of Metapopulation Size on the Persistence of Infectious Diseases in a Metapopulation
Large-Scale Data Classification System Based on Galaxy Server and Protected from Information Leak
15. Technological Perspective of Agile Transformation in IT organizations
Agents of RUP Processes Model for IT Organizations Readiness to Agile Transformation Assessment
Evaluation of Readiness of IT Organizations to Agile Transformation Based on Case-Based Reasoning
Building Dedicated Project Management Process Basing on Historical Experience
Describing Criteria for Selecting a Scrum Tool Using the Technology Acceptance Model
Backmatter
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