Knowledge Innovation Through Intelligent Software Methodologies, Tools and Techniques : Proceedings of the 19th International Conference on New Trends in Intelligent Software Methodologies, Tools and Techniques (SoMeT_20).

Format:

Book

Author/Creator:

Fujita, Hamido

Contributor:

Selamat, A.

Omatu, S.

Series:

Frontiers in Artificial Intelligence and Applications

Frontiers in Artificial Intelligence and Applications ; v.327

Language:

English

Subjects (All):

Software engineering.

Artificial intelligence.

Physical Description:

1 online resource (498 pages)

Edition:

1st ed.

Other Title:

Knowledge Innovation Through Intelligent Software Methodologies, Tools and Techniques - Proceedings of the 19th International Conference on New Trends in Intelligent Software Methodologies, Tools and Techniques

Place of Publication:

: IOS Press, Incorporated, 2020.

Summary:

This volume, part of the 'Frontiers in Artificial Intelligence and Applications' series, presents the proceedings of the 19th International Conference on New Trends in Intelligent Software Methodology Tools, and Techniques (SoMeT_20). It explores the latest trends, theories, and techniques in intelligent software tools and their impact on knowledge innovation. The book includes peer-reviewed papers that cover a wide range of topics such as requirement engineering, software design and optimization, software security, and the application of AI in software engineering. Aimed at researchers and practitioners in the field, it aims to provide insights into the challenges and advancements in intelligent software development. Generated by AI.

Contents:

Title Page

Preface

Organization

Contents

Chapter 1. Artificial Intelligence Techniques on Software Engineering, and Requirement Engineering

Oversampling Based on Data Augmentation in Convolutional Neural Network for Silicon Wafer Defect Classification

Fault Classification of IC Engine Using Wavelet Energy Features and Geometric Mean Neuron Model

Photo Identification of Sea Turtles Using AlexNet and Multi-Class SVM

Predictive Modeling for Student Grade Prediction Using Machine Learning and Visual Analytics

Effectiveness of a Hybrid Deep Learning Model Integrated with a Hybrid Parameterisation Model in Decision-Making Analysis

The Best Ensemble Learner of Bagged Tree Algorithm for Student Performance Prediction

A Fast-RCNN Implementation for Human Silhouette Detection in Video Sequences

Logic Error Detection Algorithm Based on RNN with Threshold Selection

Normative Rule Extraction from Implicit Learning into Explicit Representation

Intelligent Content Driving of Engineering Model System in Modeling Platform

A Method for Image Forgery Detection Based on Error Level Analysis (ELA) Technique

Chapter 2. Software Methods for Informatics, Medical Informatics and Bio-Medicine Applications

A CNN-Based Mosquito Classification Using Image Transformation of Wingbeat Features

Deep Classifier Model for Autism Spectrum Disorder Prediction

Magnitude-Based Streamlines Seed Point Selection for 3D Flow Visualization

Recognition of Heartbeat Categories Applying a Novel Preprocessing Scheme and Neural Networks

A Fuzzy MOP Based Competence Set Expansion Method for Technology Roadmap Definitions

An Innovative AI-Based System for Corruption Risks Assessment Among Corporate Managers to Support Open Source Analysis

Chapter 3. Applied Software Tools, Techniques and Related Software Engineering Models

Non-Attractive Periodic Trajectory Formation Mechanism on Random and Chaotic Time Series

Comparison of Face Detection and Recognition Algorithms in Real-Time Video

Toward a Mixed Tangle-Blockchain Architecture

Design and Development of Fun Lean Augmented and Virtual Reality Prototypes for Hand and Upper Limb Rehabilitation

REST API Auto Generation: A Model-Based Approach

A Multi-Agent Model for Countering Terrorism Generated by AI.

Notes:

Description based on publisher supplied metadata and other sources.

Part of the metadata in this record was created by AI, based on the text of the resource.

ISBN:

1-64368-115-X

OCLC:

1203116887