Information Technology - New Generations: 15th International Conference on Information Technology

ISBN-13: 9783030083526 / Angielski / Miękka / 2019 / 818 str.

Shahram Latifi

Spis treści

Part I Cybersecurity

1. Safeguarding Personal Health Information: Case Study

2. Cybersecurity as People Powered Perpetual Innovation

3. Performance Study of the Impact of Security on 802.11ac Networks

4. Training Neural Tensor Networks with the Never Ending Language Learner

5. PERIA-Framework: A Prediction Extension Revision Image Annotation Framework

6. The Modern State and the Further Development Prospects of Information Security in the Republic of Kazakhstan

7. Evaluating Cyber Threats to the United Kingdom’s National Health Service (NHS) Spine Network

8. A Virtual Animated Commentator Architecture for Cybersecurity Competitions

9. Malicious Software Classification using VGG16 Deep Neural Network’s Bottleneck Features

10. Cybersecurity Vulnerabilities Assessment (A Systematic Review Approach)

11. A Self Proxy Signature Scheme over NTRU Lattices

12. Towards an Ontology of Security Assessment: a core model proposal

13. Integration of Mobile Forensic Tool Capabilities

14. Deep Packet Inspection: A Key Issue for Network Security

15. What Petya/NotPetya Ransomware is and What its Remidiations are

16. Analysis of Security Vulnerability and Analytics of Internet of Things (IOT) Platform

17. New Techniques for Public Key Encryption with Sender Recovery

18. Cloud Intrusion Detection and Prevention system for M-voting application in South Africa

19. Protecting Personal Data with Blockchain Technology

20. The Role of CAE-CDE in Cybersecurity Education for Workforce Development

21. Software Optimizations for DES 

Part II Networking and Wireless Communications

22. Design and Development of VXLAN based Cloud Overlay Network Monitoring System and Environment

23. End to End Delay Analysis in a Two Tier Cluster Hierarchical Wireless Sensor Networks

24. Tools to Support SMEs to Migrate to the Cloud: Opportunities and Challenges

25. A Dual canister medicine IoT Dispenser

26. Local Clock Synchronization without Transmission Delay Estimation of Control Messages in Wireless Sensor Networks

27. Denial of service attacks in wireless sensor networks with proposed countermeasures

Part III Education and Technology

28. Internet-Based Education: A New Milestone for Formal Language and Automata Courses

29. Teaching Communication Management in Software Projects through Serious Educational Games

30. Gamification applied in the teaching of agile Scrum methodology

31. An Experience of Using a Board Serious Virtual Game for Teaching the SCRUM Framework 

Part IV Agile Software Testing and Development

32. Teaching Scrum by Doing Scrum in Internships in South Africa to Prepare Interns for Agile Projects

33. Alignment of Requirements and Testing in Agile: an Industrial Experience

34. Health Care Information Systems: A Crisis Approach

35. Using Correct-by-Construction Software Agile Development

36. Service-Centered Operation Methodology (MOCA) application supported by computer science to improve continuously care quality in public services  

37. Improving Agile Software Development with Domain Ontologies

38. A Stratified Sampling Algorithm for Artificial Neural Networks

Part V Data Mining/Machine Learning  

39. Mining ENADE Data from the Ulbra Network Institution

40. Fault diagnostic of variance shifts in clinical monitoring using an Artificial Neural Network Input Gain Measurement Approximation (ANNIGMA)

41. Investigating Attribute Assessment for Credit Granting on a Brazilian Retail Enterprise

42. Cross-language approach for sentiment classification in Brazilian Portuguese with ConvNets

43. Thematic Spatiotemporal Association Rules to Track the Evolving of Visual Features and their Meaning in Satellite Image Time Series

44. DeRis: Information system supporting the prediction of default risk in companies

45. Taking a Steppe towards optimizing Note-Taking Software by creation of a Note Classification Algorithm

46. Pattern Recognition for Time Series Forecasting: A Case Study of a Helicopter's Flight Dynamics

47. A model for hour-wise prediction of mobile device energy availability

48. Enhancing Lipstick Try-On with Augmented Reality and Color Prediction Model

49. A Traffic Light Recognition Device

50. An Approach to Prepare Data to Feed Visual Metaphors in a Multiple View Interactive Environment

51. Reproducible Research in Document Analysis and Recognition

52. Music Genre Classification using Data Mining and Machine Learning 

53. Improving word representations using Paraphrase dataset

54. A Initial Experimental Evaluation of the NeuroMessenger: A Collaborative Tool to Improve the Empathy of Text Interactions

55. Dual Long Short-Term Memory Networks for Sub-Character Representation Learning

56. Business Intelligence Dashboard Application for Insurance Cross Selling 

57. Speech Features Analysis for Tone Language Speaker Discrimination Systems

58. Selection of Transformations of Continuous Predictors in Logistic Regression

Part VI Software Engineering 

59. A Generic Approach to Efficiently Parallelize Legacy Sequential Software

60. Clustering and Combinatorial Methods for Test Suite Prioritization of GUI and Web Applications

61. A Timed Petri Net Model to Specify Scenarios of Video Games

62. Survey of Biometric Techniques for Automotive Applications

63. A Survey on adoption Good Practices for ICT Governance at Enhanced Organizations

64. Budget and User Feedback Control Strategy-based PRMS Scenario Web Application

65. A Controlled Natural Language Editor for Semantic of Business Vocabulary and Rules

66. An Approach Based on Possibilistic WorkFlow Nets to Model Multiplayer Video Games

67. A Requirements Engineering-based Approach for evaluating Security Requirements Engineering Methodologies

68. Increasing the prediction quality of software defective modules with automatic feature engineering

Part VII High Performance Computing Architectures 

69. NSF Noyce Recruitment and Mentorship

70. Mining Associations between Two Categories using Unstructured Text Data in Cloud

71. A Note on Computational Science Curriculum

72. Development of a Local Cloud-Based Bioinformatics Architecture

Part VIII

73. A Computer Vision Based Algorithm for Obstacle Avoidance

74. The ST-Vis tool for SpatioTemporal Visualization

75. Detection of early gastric cancer from endoscopic images using Wavelet Transform Modulus Maxima

76. Detection method of early esophageal cancer from endoscopic image using dyadic wavelet transform and four-layer neural network

77. Study of Specific Location of Exhaustive Matching in Order to Improve the Optical Flow Estimation

78. Solarpowered UAV Platform System: a Case Study for Ground Change Detection in BRIC Countries

Part IX Health, Bioinformatics, Pattern Detection and Optimization 

79. Benefits of Establishing Makerspaces in Distributed  Development Environment

80. Semantic Description of Healthcare Devices to Enable Data Integration

81. Applying transfer learning to QSAR regression models

82. Investigating the Recognition of Non-Articulatory Sounds by using Statistical Tests and Support Vector Machine

83. A Complete Diabetes Management and Care System

84. On the use of van der Pauw Technique to Monitor Skin Burning in Patients Undergoing Interferential Current Therapy (IFC) with Extension to Other E-Stim Monitoring

Part X Potpourri

85. Smart Lighting Controlling System: Case Study of Yarmouk University Museum

86. Incremental Topology Generated for ANN A Case Study on a Helicopter’s Flight Simulation

87. Degree Aware Triangulation of Annular Regions

88. Heuristic Approaches for the Open-Shop Scheduling Problem

89. Continuous State Power-down Systems for Renewable Energy Management

90. Extracting Timing Models from Component-based Multi-criticality Vehicular Embedded Systems

Part XI Short Papers 

91. Customer services management and satisfaction of Internet-related banking of First National Bank

92. BIG IoT – Interconnecting IoT Platforms from different domains - First success story

93. Cross-Cultural Perspective of E-Commerce Website Usability Requirements: Through the Lens of Individual’s Perception

94. Methods of Ensuring the Reliability and Fault Tolerance of Information Systems

95. Applying a Method for Credit Limit Reviews in a Brazilian Retail Enterprise

96. Application of an Effective Methodology for Analysis of Fragility and Its Components in the Elderly

97. A Classifier Evaluation for Payments’ Default Predictions in a Brazilian Retail Company

98. Confidentiality, Integrity & Availability in Electronic Health Records:An Integrative Review

99. Operating System Security Management and Ease of Implementation (Passwords, Firewalls and Antivirus)

100. Method of Processing Big Data

101. Software Architecture for In-House Development of a Student Web Portal for Higher Education Institution in Kazakhstan

102. Modified Human Code for Bandwidth Optimization through Lossless Compression

Index

O autorze

Shahram Latifi, PhD, P.E., is Professor of Electrical and Computer Engineering and Co-director of Center for Information Technology, College of Engineering at the University of Nevada, Las Vegas

Blurb

This volume presents a collection of peer-reviewed, scientific articles from the 15th International Conference on Information Technology – New Generations, held at Las Vegas. The collection addresses critical areas of Machine Learning, Networking and Wireless Communications, Cybersecurity, Data Mining, Software Engineering, High Performance Computing Architectures, Computer Vision, Health, Bioinformatics, and Education.

• Features the most recent advances in information technology;
  
• Presents early work and novel results from research laboratories around the world;
  
• Facilitates managers making business decisions, academics shaping research work, and educators keeping abreast of recent advances in learning technologies.