New Trends in Intelligent Software Methodologies, Tools and Techniques : Proceedings of the 17th International Conference SoMeT_18.

Format:

Book

Conference/Event

Author/Creator:

Fujita, Hamido.

Contributor:

Herrera-Viedma, Enrique.

Conference Name:

International Conference on Intelligent Software Methodologies, Tools and Techniques (17th : 2018 : Granada, Spain)

Series:

Frontiers in Artificial Intelligence and Applications (IOS Press) Series

Frontiers in Artificial Intelligence and Applications (IOS Press) Series ; v.303

Language:

English

Subjects (All):

Software engineering--Congresses.

Software engineering.

Computer software--Development--Congresses.

Computer software.

Artificial intelligence--Congresses.

Artificial intelligence.

Physical Description:

1 online resource (1058 pages)

Edition:

1st ed.

Other Title:

New Trends in Intelligent Software Methodologies, Tools and Techniques

Place of Publication:

London : SAGE Publications, Limited, 2018.

Summary:

Knowledge-based systems, fully integrated with software, have become essential enablers for both science and commerce.But current software methodologies, tools and techniques are not robust or reliable enough for the demands of a constantly changing and evolving market, and many promising approaches have proved to be no more than case-oriented.

Contents:

Intro

Title Page

Preface

Conference Organization

Contents

Chapter 1. Intelligent Software Systems Design, and Application

Automatic Generation of Android SQLite Database Components

Model Driven Evolution of an Agent-Based Home Energy Management System

Integration of Economic Models for Software Product Lines by Means of a Common Lexicon

Four-Scene Comic Story Dataset for Softwares on Creative Process

Genetic Programming with Multi-Layered Population Structure for Software Evolution

Change Detection for Video Sequences Based on Incremental Subspace Learning

Chapter 2. Medical Informatics and Bioinformatics, Software Methods and Application for Biomedicine and Bioinformatics

Intelligent m-Health App to Evaluate the Elderly Physical Condition

Biomedical Image Data Segmentation with Using of Clustering Driven by Genetic Algorithms

Deep Learning Employed in the Recognition of the Vector that Spreads Dengue, Chikungunya and Zika Viruses

Multidisciplinary Approach to Myocardial Regeneration: In Vitro and In Silico Studies of Stem Cells Behaviour

Analysis and Dynamical Modelling of Retinal Lesions with Using of Time Deformable Segmentation Model

Social Media for Medical and Health Information: Malaysian Medical Tourism Hospital

Recent Advances on Fog Health - A Systematic Literature Review

Chapter 3. Software Systems Security and Techniques

Removable Visible Watermarking System for Video Sequences

SinCRY: A Preventive Defense Tool for Detecting Vulnerabilities in Java Applications Integrating Cryptographic Modules

An Effective IDS Against Routing Attacks on Mobile Ad-Hoc Networks

Granular Computing Approach to Cybersecurity Problem

Privacy Preservation and Drone Authentication Using ID-Based Signcryption

Modeling Malware Prediction Using Artificial Neural Network.

Chapter 4. Intelligent Decision Support Systems

Space-Time Trade-Off in Decision Analysis Software

Personal Tour Planning System (PTPS) for Use in Urban and Rural Areas

A Multilayer Intelligent System Architecture and Its Application to a Music Recommendation System

Fuzzy Methodology for Recommendation Based on Sentiment Analysis and Content Tools

Using the AHP Model to Improve the Measurement of Satisfaction in the ICT Sector

Comparing Two Approaches for Consensus Computation in Group Decision Making Problems

A Two-Tier Hybrid Parameterization Framework for Effective Data Classification

Mathematical Model of Master Production Schedule for Kalak Refinery Plant

Chapter 5. Recommender System and Intelligent Software Systems

Using Information Extracted from Microblogs in Order to Palliate the Cold Start Problem in Recommender Systems

Data Dimension and Structure Effects in Predictive Performance of Deep Neural Networks

Adapting Recommender Systems to the New Data Privacy Regulations

Handling Qualitative Aspects in Unequal Area Facility Layout Problem: A Novel Multi-Criteria Decision-Making Model

60 Years of Business Intelligence: A Bibliometric Review from 1958 to 2017

Feature Vector-Based Artificial Neural Network Classification Model for Handwritten Character Recognition

Chapter 6. Artificial Intelligence Techniques on Software Engineering

MNDO: Multivariate Normal Distribution Based Over-Sampling for Binary Classification

Software Development Effort Estimation Using Feature Selection Techniques

Can Twitter API Be Bypassed? A New Methodology for Collecting Chronological Information Without Restrictions

Odor Classification of Human Body by Neural Networks

Architectural Languages' Connector Support for Modeling Various Component Interactions: A Review.

Chapter 7. Ontologies Based Knowledge-Based Systems

Managing Multi-Criteria Group Decision Making Environments with High Number of Alternatives Using Fuzzy Ontologies

An Ontology of Mechanical Circulatory Assist Devices Aimed at the Realization of a Decision Support System

An Ontology of Specification Patterns for Verification of Concurrent Systems

Pattern-Based Methodology for Building the Ontologies of Scientific Subject Domains

Chapter 8. Software Tools Methods and Agile Software

Identification of Coordination Strategies and Indicators for Global Software Development Projects: Interview Outcome

Context Sampling Strategies for Generating Linked Data Graph Embeddings

GUI-Based Component Integration Tool for the BBCoM System

Developing a Cyber-Physical Autonomous and Distributed Intersection Management - A Software Engineer's Experience Report

Risk Management in Agile Software Project Iteration Scheduling Using Bayesian Networks

Leveraging Distributed Unit Test Case Execution for Java for Improving the Testing Process

Chapter 9. Formal Techniques for System Software and Quality Assessment

Hierarchical Fuzzy Situational Networks for Online Decision Support in Distributed Cyber-Physical Systems

One2Explore - Graph Builder for Exploratory Testing from a Novel Approach

Evaluation of Dataset Metamodel for Describing the Structure of Datasets

Impact of Mutation Operators on the Ratio of Equivalent Mutants

A Study on Forecasting the Success of Software Projects

A Web Tool for Improving Case-Based Reasoning Model for Software Effort Estimation

Chapter 10. Social Learning Software and Sentiment Analysis

M-Learning to Support Project-Oriented Higher Education in Software Engineering

A Proposal for Sentiment Analysis on Twitter for Tourism-Based Applications.

Evaluating Aspect-Based Sentiment Classification on Twitter Hate Speech Using Neural Networks and Word Embedding Features

An Embeddings Based Fuzzy Linguistics Supported Model to Measure the Contextual Bias in Sentiment Polarity

Sentence-Level Sentiment Analysis Using Feature Vectors from Word Embeddings

Using Augmented Virtual Reality to Improve English Language Learning

Chapter 11. Empirical Studies on Knowledge Modelling and Textual Analysis

Mobile App Evolution Analysis Based on User Reviews

Timeline: A Chinese Event Extraction and Exploration System

The Multiple Unmanned Surface Vehicles Cooperative Defense Based on PM-PSO and GA-PSO in the Sophisticated Sea Environment

Experiment and Comparision on Classification of Chinese Car Reviews

Chapter 12. Knowledge Science and Intelligent Computing

Rela-Ops Model: A Method for Knowledge Representation and Application

Video Neuro-Advertising Method for Housing

Knowledge of Language and Knowledge Science

A Semantic Document Retrieval System with Semantic Search Technique Based on Knowledge Base and Graph Representation

OASIS: An Active Framework for Set Inversion

Feasibility Comparison of HAC Algorithm on Usability Performance and Self-Reported Metric Features for MAR Learning

Crowdsourcing Challenges in Disaster Management: A Systematic Literature Review

Intelligent Educational Software in Discrete Mathematics and Graph Theory

Chapter 13. Cognitive Systems and Neural Analytics

A Population-Based Incremental Learning Approach to Network Hardening

Predicting Physical Activity and Functional Fitness Levels Through Inertial Signals and EMD-Based Features in Older Adults

Physiological Sensor System for the Detection of Human Moods Towards Internet of Robotic Things Applications.

A Deep Gait Classification Approach for an Early Recognition of Huntington Diseases

Annabell, a Cognitive System Able to Learn Different Languages

The Nature of Twitter Trending Topics. Analysing Intrinsic Factors Associated with the Twitter Ecosystem

Automated Detection of Lung Nodules Using HOG Technique with Chest X-Ray Images

Subject Index

Author Index.

Notes:

Description based on publisher supplied metadata and other sources.

ISBN:

1-61499-900-7

OCLC:

1056245809