ICITR 2023
8th International Conference on Information Technology Research
"The Next Evolution in Digital Transformation"
Advanced Machine Learning Techniques for Processing Complex Data
Recent advancements in data monitoring technologies, such as the Internet of Things (IoT), the Internet of Nano-Things (IoNT), and Information and Communication Technologies, have facilitated the collection of extensive datasets from previously unreachable locations, including the human body, at an elevated sampling rate. However, the complex nature of this data poses challenges in extracting valuable insights using traditional data processing techniques due to issues with scalability, interpretability, and generalizability. This has led to a surge in demand for sophisticated machine learning techniques.
This workshop will delve into three research schemes designed to tackle these challenges: high-frequency data analysis, distributed data processing, and mathematical modeling. These strategies, which I have recently proposed, are applicable across various fields, including biomedical engineering, precision farming, and personalized healthcare. Moreover, the workshop will cover how these methodologies can be leveraged to fully harness the potential of the vast data being collected, and extract valuable insights that can propel progress in these areas.
Conducted by
Professor Dixon Vimalajeewa
Department of Statistics, Nebraska Lincoln University, USA
Designing and Deploying High Performing Mission-Critical Apps on AWS
The session will focus on building and deploying a highly scalable ML based text processor using AWS. It will touch several AWS services including AWS Textract, AWS lambda, AWS SNS< AWS SQS, Amplify, etc.
Co-Conducted by
Mr. Chameera Dulanga
Associate Technical Lead - 99X Technology | AWS Community Builder
Co-Conducted by
Mr. Lakindu Hewawasam
Senior Software Engineer - Enlear | AWS Community Builder
Session on Agile Development by Cambio
Conducted by
Mr. Askar Inan
Associate Director Software Engineering