ITNG 2024: 21st International Conference on Information Technology-New Generations / edited by Shahram Latifi.

Format:

Book

Author/Creator:

Latifi, Shahram.

Series:

Advances in Intelligent Systems and Computing, 2194-5365 ; 1456

Language:

English

Subjects (All):

Internet of things.

Software engineering.

Cooperating objects (Computer systems).

Computer engineering.

Computer networks.

Data mining.

Artificial intelligence.

Internet of Things.

Software Engineering.

Cyber-Physical Systems.

Computer Engineering and Networks.

Data Mining and Knowledge Discovery.

Artificial Intelligence.

Local Subjects:

Internet of Things.

Software Engineering.

Cyber-Physical Systems.

Computer Engineering and Networks.

Data Mining and Knowledge Discovery.

Artificial Intelligence.

Physical Description:

1 online resource (513 pages)

Edition:

1st ed. 2024.

Place of Publication:

Cham : Springer Nature Switzerland : Imprint: Springer, 2024.

Summary:

This volume represents the 21st International Conference on Information Technology - New Generations (ITNG), 2024. ITNG is an annual event focusing on state of the art technologies pertaining to digital information and communications. The applications of advanced information technology to such domains as astronomy, biology, education, geosciences, security, and health care are the among topics of relevance to ITNG. Visionary ideas, theoretical and experimental results, as well as prototypes, designs, and tools that help the information readily flow to the user are of special interest. Machine Learning, Robotics, High Performance Computing, and Innovative Methods of Computing are examples of related topics. The conference features keynote speakers, a best student award, poster award, service award, a technical open panel, and workshops/exhibits from industry, government and academia. This publication is unique as it captures modern trends in IT with a balance of theoretical and experimental work. Most other work focus either on theoretical or experimental, but not both. Accordingly, we do not know of any competitive literature.

Contents:

Part I. AI and Robotics

1. Projecting Elliott patterns in different degrees of waves for analyzing financial market behavior

2. An Integration of Blockchain Web3 and Robotic Process Automation for Property Ownership Traceability

3. Early identification of conflicts in the Chilean fisheries and aquaculture sector using text mining and machine learning techniques

4. Enhanced AES for Securing Hand Written Signature using Residue Number System

5. Using GPT-4 to Tutor Technical Subjects in non‑English Languages in Africa

Part II. Cybersecurity

6. A Practical Survey of Data Carving from Non-Functional Android Phones Using Chip-Off Technique

7. Automated Semantic Role Mining using Intelligent Role Based Access Control in Globally Distributed Banking Environment

8. Software Bill of Materials (SBOM) Approach to IoT Security Vulnerability Assessment

9. AI-Assisted Pentesting Using ChatGPT-4

10. Combining Cyber Security and Data Science: A Cutting-Edge Approach for Public Health Education Masters

11. Integrating Intelligence Paradigms into Cyber Security Curriculum for Advanced Threat Mitigation

12. Simulation Tests in Anti-phishing Training

13. Where is our data and how is it protected?

14. SIV-MAC: an efficient MAC scheme

15. Speeding up RSA signature verification

16. A Comparative Analysis on Ensemble Learning and Deep Learning Based Intrusion Detection Systems Over the NCC2 Dataset

17. Innovative Lightweight Key Agreement Protocol Based on Hyperelliptic Curve for IoT Mutual Authentication

18. SECURITY ANALYSIS OF DRONE COMMUNICATION METHODS

19. AI and Democracy: A Human Problem

20. Comparative study of the Clarity of Privacy Policies in Social Media

21. ClipSecure: Addressing Privacy and Security Concerns in Android Clipboard

22. Security Vulnerabilities in Facebook Data Breach

23. Intelligent Intrusion Detection Model with MapReduce and Deep Learning Model

24. Ethical Considerations in the Development and Use of AI WeaponSystems

25. Cyber Attack Intensity Prediction Using Feature Selection and Machine Learning Models

26. Analysis of IoT Vulnerabilities and Proposed Solution Approach for Secure Real-Time IoT Communication

27. Blockchain Based Identity Management For Secure Data Sharing

Part III. Data Science

28. Case Study of an Interdisciplinary Academic Project for Reading Fluency Analysis

29. Strategic Software Modernization: Business-IT Convergence with Large Language Model

30. Feature Fusion Approach for Emotion Classification in EEG Signals

31. Household Discovery with Group Membership Graphs

32. Initial Design and Implementation of an Edge-to-Edge LoRaWAN Data Collection System

33. A study on data quality and analysis in Business Intelligence

34. Exploring the Impact of Augmented Reality Applications on Student Engagement in Higher Education in South Africa: A Review

Part IV. Human-Computer Interaction

35. TickTrax: A Mobile and Web-Based Application for Tick Monitoringand Analysis

36. Developing students’ reflective skills to improve the learning of Human-Computer Interaction

37. Options Matter: Exploring VR Input Fatigue Reduction

38. Introductory Pathway to Virtual Reality by Developing Immersive Games of Skill

39. A User Study of Two Downstream single-cell Data Analysis Methods: Clustering and Trajectory Inference

40. Fostering Joint Innovation: A Global Online Platform for Idea Sharing and Collaboration

41. Keep Sailing: An Investigation of Effective Navigation Controls and Subconscious Learning in Simulated Maritime Environment

Part V. Machine Learning: Theory & Applications

42. Offense Severity Prediction Under Partial Knowledge: Trigger Factor Detection Using Machine Learning and Network Science Methods

43. Exploring Deep Learning Techniques in the Prediction of Cancer Relapse using an Open Brazilian Tabular Database

44. A Review of the Use of Machine Learning for Pharmaceutical Formulations

45. A Method for Improving the Recognition Accuracy of Pattern Classification

46. An Application of Support Vector Machine, Random Forest, and Related Machine Learning Algorithms on California Wildfire Data

47. GPU-accelerated neural networks and computational strategies to predict wave heights

Part VII. Software Engineering

48. A method based on Behavior Driven Development (BDD) and System-Theoretic Process Analysis (STPA) for verifying security requirements in critical software systems

49. JSON and XML schemas for WebSTAMP

50. Elements-Based Test Suite Reduction for Android Test Suites Generated by Reinforcement Learning

51. Towards Adopting a Digital Twin Framework (ISO 23247) for Battery Systems

52. Challenges and Success Factors in Large Scale Agile Transformation – A Systematic Literature Review

53. Integrating AIaaS into existing systems: the Gokind experience

54. A Novel Implementation of FHUQI-Miner, TKQ and FCHM Algorithms for High-Utility Itemset Mining to Predict User Behavior UsingSmartphone Context Events

55. Towards systematic and precise compilation of domain-specific modelling languages

Part VI. Potpourri

56. A Detection Method for Circumferential Alignment of Diminutive Lesions Using Wavelet Transform Modulus Maxima and Higher-Order Local Autocorrelation

57. Impedance Analysis of Adaptive Distance Relays using Machine Learning

58. Employees´ experiences of using a mobile health application: A qualitative study based on digital intervention

59. MicroSTAMP: microservices for steps 1 and 2 of the System-Theoretic Process Analysis (STPA) technique

60. The Disparate Impact of Distinct Background Music on Gameplay Experience: An Empirical Analysis

61. Triangulation Guided High Clearance Paths

62. Towards Visualizing the Status of Bug Reports

63. Quarantine Centrality: Principal Component Analysis of SIS Model Simulation Results to Quantify the Vulnerability of Nodes to Stay Infected in Complex Networks

64. A holistic approach for single-cell data trajectory inference using chromosome physical location and ensemble random walk

65. Graph partitioning algorithms: a comparative study

66. 3D Video Game Simulation Based on Colored Petri net and SIMIO.

Other Format:

Print version: Latifi, Shahram ITNG 2024: 21st International Conference on Information Technology-New Generations

ISBN:

9783031565991