New trends in intelligent software methodologies, tools and techniques : proceedings of the 20th International Conference on New Trends in Intelligent Software Methodologies, Tools and Techniques (SoMeT_21) / edited by Hamido Fujita, Hector Perez-Meana.

Format:

Book

Conference/Event

Contributor:

Fujita, Hamido, editor.

Perez-Meana, Hector, 1954- editor.

Conference Name:

IEEE International Conference on Intelligent Software Methodologies, Tools and Techniques (20th : 2021 : Cancun, Mexico)

Series:

Frontiers in Artificial Intelligence and Applications.

Frontiers in Artificial Intelligence and Applications ; v.337

Language:

English

Subjects (All):

Artificial intelligence--Congresses.

Artificial intelligence.

Computer software--Development--Congresses.

Computer software.

Software engineering--Congresses.

Software engineering.

Physical Description:

1 online resource (728 pages)

Edition:

1st ed.

Other Title:

SoMet_21

New Trends in Intelligent Software Methodologies, Tools and Techniques

Place of Publication:

Amsterdam, Netherlands : IOS Press, Incorporated, 2021.

Summary:

The integration of AI with software is an essential enabler for science and the new economy, creating new markets and opportunities for a more reliable, flexible and robust society.

Contents:

Intro

Title Page

Preface

Conference Organization

Contents

Chapter 1. Software System with Intelligent Design

Generating Program Identifier Dictionary for Maintaining Legacy Systems

Protection of Mathematical Formulas Using Function Invariants

Software Protection of Smart Household Appliances Against Over-Exploitation

Algorithmic Methods of Hidden Communication Through Buy Orders and Sales on International Stock Exchanges

SELM: Software Engineering of Machine Learning Models

Feature Reuse Across Software Releases During Software Evolution

Chapter 2. Software Systems Security and Techniques

Protecting the Sharing and Distribution of Color Images Hosted in Cloud Storage Services

Formal and Automatic Security Policy Enforcement on Android Applications by Rewriting

Extreme Gradient Boosting for Cyberpropaganda Detection

The Bane of Generate-and-Validate Program Repair: Too Much Generation, Too Little Validation

LSTM Neural Networks for Detecting Anomalies Caused by Web Application Cyber Attacks

A Massively Parallel Approach to Automated Software Correctness Enhancement in Java

Cyber Racism Detection Using Bidirectional Gated Recurrent Units and Word Embeddings

Chapter 3. Formal Techniques for System Software and Quality Assessment

Building Normalized Systems from Domain Models in Ecore

New Model for Handling Inconsistency Issues in DL-Lite Knowledge Bases

Formal Event-B Modeling of the MICONIC Application

Integrating Quality Assessment Through Metrics into Scrum Software Development

Effort Estimation in Agile Software Development: A Systematic Mapping Study

Engineering Platform as Integrated Software for Model Mediated Research

Toward the Formalization of Business Process Model and Notation

Chapter 4. Applied Intelligence in Software.

Introducing Interactivity in Disaster Recovery Simulations

An Ontology for Modeling Vehicle Routing Problems

LSTM-Based Mosquito Genus Classification Using Their Wingbeat Sound

Acoustic Scenery Recognition Using CWT and Deep Neural Network

Towards a New Approach for Intelligent BPM Based on Technologies 4.0

A Deep Transfer Learning Approach for Flow-Based Intrusion Detection in SDN-Enabled Network

Chapter 5. Intelligent Decision Support Systems

Improving Euclidean's Consensus Degrees in Group Decision Making Problems Through a Uniform Extension

Bio-Informatic Model of Tyrosine Kinases Inhibitors in Trabecular Meshwork Cells

AFL: Adaptive Federated Learning Based on Personalized Model and Adaptive Communication

An Empirical Investigation of Online News Classification on an Open-Domain, Large-Scale and High-Quality Dataset in Vietnamese

Skeleton-Based Action Recognition with Joint Coordinates as Feature Using Neural Oblivious Decision Ensembles

Proctors Assignment at the University of Information Technology - VNU HCM

Chapter 6. Document Analytics Based Systems

An Effective AQI Estimation Using Sensor Data and Stacking Mechanism

Cavitation Flow Simulation and Experiment Research in Inducer

Adaptive Ranking Relevant Source Files for Bug Reports Using Genetic Algorithm

Multi-Level Sentiment Analysis of Product Reviews Based on Grammar Rules

Chapter 7. Knowledge Science and Intelligent Computing

Experiment of OCITN: Considering Appropriate Goal Images and Metric for One-Class Image Transformation Network

Complementary Object Tracking Using Average Peak-to-Correlation Energy

Emotion Regulation Music Recommendation Based on Feature Selection

Incorporating Attention Mechanism in Enhancing Classification of Alzheimer's Disease.

A Deep Local and Global Scene-Graph Matching for Image-Text Retrieval

Analysing the Performance of Stress Detection Models on Consumer-Grade Wearable Devices

Brain Tumor Classification Using Modified VGG Model-Based Transfer Learning Approach

Chapter 8. Ontology in Data and Software

Semantics-Based Scheduling Approach of Ontology-Based Real-Time DBMS

Ontological Data Replication in a Distributed Real-Time Database System

A Performance-Based Dispatching Rule for Decentralised Manufacturing Planning and Production Control System

A BPM-Based Agile Approach to Ensure Adaptive Learning

An Efficient Cloud Framework for Multi-Robot System Management

Vietnamese Complaint Detection on E-Commerce Websites

Chapter 9. Machine Learning in Systems Software

Similarity Learning for CNN-Based ASL Alphabet Recognition

The Construction and Application of Online Programming Learning System with Interactive Video Based on Semantic Web

Fingerprint Recognition System Based on Bifurcation Minutiaes

Problem of Inconsistency and Default Consistency Rules

A Rank Based ACO Approach for Optimal Resource Allocation and Scheduling in FMS Modeled with Labelled Petri Net

Subject Index

Author Index.

Notes:

Includes indexes

Description based on publisher supplied metadata and other sources.

ISBN:

9781643681955

1643681958

OCLC:

1280277981