Advancing Technology Industrialization Through Intelligent Software Methodologies, Tools and Techniques: Proceedings of the 18th International Conference on New Trends in Intelligent Software Methodologies, Tools and Techniques (SoMeT_19)

Title Page
Preface
Conference Organization
Contents
Chapter 1. Intelligent Software Systems Design and Techniques in Software Engineering
	A Scheme to Classify Skin Through Geographic Distribution of Tonalities Using Fuzzy Based Classification Approach
	Auto-Updating Portable Application Model of Multi-Cloud Marketplace Through Bidirectional Transformations System
	An Approach for Intelligent Evaluation of the State of Complex Autonomous Objects Based on the Wavelet Analysis
	GAAMAAA: Generating Automatically an Adaptive Multiagent System for Ambient Assistive Applications
	Applying a Unified Game-Based Model in a Payment Scheduling Problem and Design of Experiments Using MOEA Framework
	Emotion Recognition by Convolutional Neural Network Based on EEG-Images Plotting Time Series Data
	Comparison of Bat Neural Networks and Bat Optimisation Neural Networks for Rainfall Forecasting: Case Study for Kuching City
	Driving Smart Content as Context for System Level Model of Engineering Structure
	Multivariate Normal Distribution Based Over-Sampling for Numerical and Categorical Features
	Towards Hybrid Intelligence for Logic Error Detection
	Missing Rainfall Data Estimation Using Artificial Neural Network and Nearest Neighbor Imputation
	Investigation on Data Augmentation for Object Detection Using Deep Neural Network for Traffic Signs Application
Chapter 2. Machine Learning Techniques for Software Systems
	The Collaborative Strategy of Multiple USVs with Deep Reinforcement Learning Method
	E-Learning BPaaS Discovery in Cloud Based on a Structural Matching
	Quantifying Usability Prioritization Using K-Means Clustering Algorithm on Hybrid Metric Features for MAR Learning
	A Study of Email Author Identification Using Machine Learning for Business Email Compromise
	Improve Student Performance Prediction Using Ensemble Model for Higher Education
	Evolutionary Approach for Model Compression of Neural Network Using Support Vector Machine with AND/OR Layers
	Clustering Botnet Behavior Using K-Means with Uncertain Data
	A Comparative Usability Study Using Hierarchical Agglomerative and K-Means Clustering on Mobile Augmented Reality Interaction Data
	Thermal Infrared Ensemble Tracker with an Algorithm Using Kullback-Leibler Divergence
	Hate Crime on Twitter: Aspect-Based Sentiment Analysis Approach
	An Analysis on Performance of Different Type Classifiers in Handling Big Data Sets
	Text Classification of E-Commerce Product via Hidden Markov Model
Chapter 3. Requirements Engineering, Software Design and Development Techniques
	Augmented Reality as Learning Tool in Education of Sculpture Arts
	Automated Data-Flow Analysis and Validation in Process Automation Projects
	Rule-Based Ontology Framework (ROF) for Auto-Generating Requirements Specification: A Case Study
	Minimum Initial Marking Estimation in Labeled Petri Nets Using Simulated Annealing
	A Planning Algorithm for One-Day Circular Tour Using Public Transport
	Requirement Patterns and Its Importance - A Survey
	Integrating BPM and Big Data for BP Modeling Adaptability
	Game-Based Element Within Rehabilitation Program: Case Study at Community-Based Centers (PDKs in Putrajaya, Malaysia)
	User Evaluation on Mobile Application for Shuttle Bus Service
	The Design of Quran Memorization Tool Using Low-Fidelity Prototype
	ReciPicker: Recipe Recommendation Using Hybrid Filtering for Reducing Food Waste
	Refocusing on Cognitive Load Design Through a Meta-Analysis on Learnability, Goal-Based Intentions and Extensibility: Towards Personalized Cognitive-Social-Affective Engagement Among Seniors
	Measuring the Performance of Multilayer Perceptron on Car Navigation Simulator: A Comparative Study
Chapter 4. Software Methodologies, Tools and Techniques for Industry
	Adoption of Agile by Software Developers in Thailand
	Triangulating the Implementation of Hierarchical Agglomerative Clustering on MAR-Learning Usability Data
	Usability of a Learning Management System in Interface Comparison
	Quality and Sustainability Dimensions Toward Green Software Product: A Review
	Development of Rules and Algorithms for Model-Driven Code Generator with UWE Approach
	BBCoM Visual Weaver for Model-Driven Software Design
	Managing Missing Values in Intuitionistic Reciprocal Preference Relations: From Numeric Procedures to Granular
	RANDS: A Machine Learning-Based Anti-Ransomware Tool for Windows Platforms
	Formal Transformation from UML Sequence Diagrams to Queueing Petri Nets
Chapter 5. Knowledge Science and Intelligent Computing
	A State of the Art of Digital Twin and Simulation Supported by Data Mining in the Healthcare Sector
	An Efficient Approach for Selecting Initial Centroid and Outlier Detection of Data Clustering
	Quality Measures Collection and Structuring for Assessing and Improving BPMN Models
	Building Ontology Profiles with Contextual Elements for Effective and Efficient Movies Recommendation
	A Method for Designing the Intelligent System in Learning of Algorithms
	IPMLB: A Machine Learning Framework for Indoor Positioning Using Beacons
	An Instructional System for Solving Problems in Plane Geometry
	PRARS: Risk Assessment Model for Recommender Systems
	Conceptual Design for Crowdsourcing Biodiversity Tagging Application
	Using Reo Formalism for Compliance Checking of Architecture Evolution with Evolutionary Rules
Subject Index
Author Index