Enhancing Laboratory Experience: A Combination of RFID and Machine Learning Techniques to Track Attendance and Upgrade Hardware
Journal Title: International Journal of Innovative Research in Computer Science and Technology - Year 2024, Vol 12, Issue 3
Abstract
Practical subjects have grown in importance in student lives over time. Certain components may malfunction or not be suitable for the experiment being conducted. The RFID system facilitates the tracking of both student attendance and experiment details, which are saved on a MySQL server and shown inside a PHP environment. After being collected by means of an RFID reader, RFID tags, and a nodeMCU, the data has been applied to artificial understanding that identifies usage and then notifies the service. Based on mean square error (MSE) value, we have constructed three models: gradient boosting (1.00), random forest (0.5), and linear regression (0.14).
Authors and Affiliations
Prasanna Kumar M Likhith K Raj Karthik M Chandu Shivaputrappa Barker Manoj R
Keywords
Related Articles
- EP ID EP744981
- DOI 10.55524/ijircst.2024.12.3.18
- Views 34
- Downloads 0
Lawn Mower - An Automated Machine
Robotics is a branch of engineering that combines more than one area of research and is used to design machines that helps us to assist in our day- to-day life. There are various inventions existing that are created usin...
A Review Paper on Slit Erosion
The eruptive wearing of hydrokinetic blades is a complex operation impacted by a number of elements such as silt size, softness and concentrations, flow speed, and foundation materials properties. As eruptive attrition a...
Fast and Highly Scalable Multiresolution Linear Word based Clustering in Multidimensional data
Clustering problems are well known in database literature for their use in numerous applications. Multidimensional data always is a challenge for clustering algorithms. The Halite, fast and scalable clustering method tha...
Study of Protein Secondary Structure Prediction Using Support Vector Machine
Prediction of secondary structure of protein is important problem in bioinformatics, because the tertiary structure of protein can be determinant from the folds that are found in the secondary structure. Knowing the tert...
IOT-Based Indoor Sensing for Occupancy Detection
In the current generation, Internet of Things (IOT) has an important role to play in each and every area. There are many applications of IOT. One of the most important and efficient applications is in Home Automation. Co...