
New Trends in Intelligent Software Methodologies, Tools and Techniques
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This book presents 54 papers delivered at the 20th edition of the International Conference on New Trends in Intelligent Software Methodology Tools, and Techniques (SoMeT_21), held in Cancun, Mexico, from 21-23 September 2021. The aim of the conference was to capture the essence of a new state-of-the-art in software science and its supporting technology and to identify the challenges that such a technology will need to master, and this book explores the new trends and theories illuminating the direction of development in this field as it heads towards a transformation in the role of software and science integration in tomorrow's global information society.
The 54 revised papers were selected for publication by means of a rigorous review process involving 3 or 4 reviewers for each paper, followed by selection by the SoMeT_21 international reviewing committee. The book is divided into 9 chapters, classified by paper topic and relevance to the chapter theme.
Covering topics ranging from research practices, techniques and methodologies to proposing and reporting on the solutions required by global business, the book offers an opportunity for the software science community to consider where they are today and where they are headed in the future.
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Content
- 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
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