5th International Conference on Data Mining and Software Engineering (DMSE 2024)


Venue : London, United Kingdom

July 27 ~ 28, 2024
Program Schedule
July 27, 2024
Time
Session 1:
Session Chair : Vinayak Elangovan (Penn State Abington, USA)
09:00 - 9:30 AM Information Extraction from Product Labels: A Machine Vision Approach
Hansi Seitaj and Vinayak Elangovan (USA)
09:30 – 10:00 AM Optimizing Intrusion Detection System Performance through Synergistic Hyperparameter Tuning and Advanced Data Processing
Samia Saidane and Fabrizio Granelli (University of Trento, Italy), Francesco Telch and Kussai Shahin (Trentino Digitale Spa, Italy)
10:00 – 10:30 AM Lightweight Dataset for Decoy Development to Improve IoT Security
David Weissman and Anura P. Jayasumana (Colorado State University, USA)
10:30 – 11:00 AM Retac: Real Time Approach to Attack COVID-19 Virus World Wide based on Barnes-Hut Algorithm
Radhouane Boughammoura (Université de Monastir, Tunisia)
11:00 – 11:30 AM ------------------------ Tea Break -------------------------
11:30 – 12:00 PM Security, Trust and Privacy Challenges in AI-Driven 6G Networks
Helena Rif`a-Pous (Internet Interdisciplinary Institute (IN3), Spain), Victor Garcia-Font (Universitat Oberta de Catalunya (UOC), Spain), Carlos N´u˜nez-G´omez and Julian Salas (Center for Cybersecurity Research of Catalonia (CYBERCAT), Spain)
12:00 – 12:30 PM Semi-Reward Function Problems in Reinforcement Learning
Dong-geon Lee and Hyeoncheol Kim (Korea University, Republic of Korea)
12:30 – 01:00 PM An Insight into the Immune System and its Mathematical Models Relating to Cyber Defense Systems
Manfred Sneps-Sneppe (Ventspils University of Applied Sciences), Dace Pjanova (Riga Stradins University, Latvia) and Maksims Marinaki (University of Latvia, Latvia)
01:00 – 02:00 PM ------------------------ Lunch Break -------------------------
Time
Session 2:
Session Chair : Vinayak Elangovan (Penn State Abington, USA)
02:00 – 02:30 PM Demystifying Technology Adoption through Implementation of a Multilevel Technology Acceptance Management Model
Gilbert Busolo, Lawrence Nderu and Kennedy Ogada, Jomo Kenyatta (University of Agriculture and Technology, Kenya)
02:30 – 03:00 PM Detection of ICMPv6 DDoS Attacks using Hybridization of RNN and GRU
Om Vasu Prakash Salmakayala, Saeed Shiry Ghidary, and Christopher Howard (Innovation and Business at Staffordshire University, United Kingdom)
03:00 – 03:30 PM Review of IDS, ML and Deep Neural Network Technique in DDoS Attacks.
Om Vasu Prakash Salmakayala, Saeed Shiry Ghidary and Christopher Howard (Innovation and Business at Staffordshire University, United Kingdom)
03:30 – 04:00 PM Status of Malaria in the African Continent - Data Mining Insights From Heterogeneous, but Interrelated Data Sources
Ken Muchira, Hemalatha Sabbineni, John Moses Bollarapu and Kamrul Hasan (Grand Valley State University, USA)
04:00 – 04:30 PM A Real-Time Bike Training Simulation System to Enhance User Engagement and Performance using Friction Generators, Firebase, and Unity
Ziwei Yang (China) and Tyler Boulom (California State Polytechnic University, USA)
04:30 – 05:00 PM A Self-Reflective Retrieval Augmented Generation System to Eliminate Hallucination in LLM Generation
Haotong Hu (China) and Garret Washburn (California State Polytechnic University, USA)
July 28, 2024
Time
Session 3:
Session Chair : Parthasarathy Srinivasan (Oracle Corporation, USA)
09:00 - 09:30 AM Revolutionizing Utility Meter Reading Indeveloping Economies: A Computer Visionpowered Solution - A Case Study of Pakistan
Muhammad Ibrahim Chhipa, Hassan Berry, Fahad Chauhan and Abdul Muqsit Abbasiand Eman Ahmed (BCT Consultants, United Kingdom)
09:30 - 10:00 AM An Intelligent Computer Application to Correct Posture in Exercises using Human Motion Tracking
Zhiyao Zha (USA) and Jonathan Thamrun (California State Polytechnic University, USA)
10:00 - 10:30 AM A Smart Task Management and Schedule Suggestion Mobile Platform for Efficiency Improvement using Artificial Intelligence and Machine Learning
Keith Cao (USA) and Joshua Wu (California State Polytechnic University, USA)
10:30 - 11:00 AM Two Rigorous Statistical Tools for Objective Analysis of Quantum Random Number Generation
Parthasarathy Srinivasan and Tapas Pramanik (Oracle Corporation, USA)
11:00 – 11:30 AM ------------------------ Tea Break -------------------------
11:30 - 12:00 PM Development and Implementation of a Smart Pillbox System: Integrating ESP, Flask Server, and Flutterflow App for Enhanced Medication Adherence
Warren Zhang (USA) and Soroush Mirzaee (California State Polytechnic University, USA)
12:00 - 12:30 PM A Smart Mobile Platform to Assist with Reading Comprehension using Machine Learning and Lexical Simplification
Jake Jin (USA), Yu Sun and Ang Li (California State Polytechnic University, USA)
12:30 - 01:00 PM Design and Implementation of a Stress-Relief Mobile Application: Utilizing OpenAI, Anonymous Chat, Gratefulness Lists, and Color Therapy to Reduce Suicide Rates
Xusheng Ou (USA) and Rodrigo Onate (California State Polytechnic University, USA)
01:00 – 02:00 PM ------------------------ Lunch Break -------------------------
Time
Session 4:
Session Chair :
02:00 - 02:30 PM A Virtual Reality Training Simulation to Assist in High-Fidelity Baseball Batting using Oculus Quest 2 and Unity Engine
Brian C. Xu (USA) and Robert Gehr (California State Polytechnic University, USA)
02:30 - 03:00 PM A Computationally Empirical Adaptation of the Prony Method which Assures Consistent Higher Precision and Stability in the Reconstructed Output Signal Components
Parthasarathy Srinivasan (Oracle Corporation, USA)
03:00 – 03:30 PM A Novel Framework for Monitoring Parkinson's Disease Progression through Video Analysis and Machine Learning
Caroline Zhou (USA) and Ivan Revilla (California State Polytechnic University, USA)
03:30 – 04:00 PM A Smart Medications Recording and Medical Progress Tracking Mobileplatform using Artificial Intelligence and Machine Learning
Yujia Mao (USA) and Khoa Tran (California State Polytechnic University, USA)
----------------------- To be Continued --------------