Improved Hoeffding’s Lemma and Hoeffding’s Tail Bounds: A Recent Study
This chapter aims to enhance Hoeffding's lemma and, as a result, Hoeffding's tail limits. To begin, we'll offer Hoeffding's lemma with a proof that differs...
Role of Artificial Intelligence in Pest Management
According to the Food and Agriculture Organization [1,2], agricultural pests cost 20-40% loss of worldwide crop output each year. Pesticides used in excess to control...
Study on Difficulty-Level Classification for English Writings
This study extracts eleven types of attributes from English text data in order to classify English text by learning and categorization level of difficulty. Text...
Attendance Capturing and Consolidation Mechanism Using Image Processing and Machine Learning Technique
Microwave ovens had a crucial role in the twentieth century. This frequency also sees a lot of application development. Microwave tube advancements have aided numerous...
Dynamic Analysis Based Mobile Malware Classification Using Supervised Machine Learning Methods
In this modern era, the rapid expansion of android applications and mobile users has resulted in a significant surge in cyber attacks via mobile phones....
Determination of Machine Learning and IOT Enabled Complete Architecture for Agriculture Applications
Traditional agriculture models have some drawbacks, such as the risk cost and real execution without the necessary quality data. Soil additives such as moisture, nitrogen...
A Lightweight and Efficient DL Based Intrusion Detection System: An Advanced Study
The intrusion detection system was created utilising a variety of machine learning algorithms. For training and testing, a variety of publicly available datasets were employed....
Machine Learning Algorithms for Heart Disease Prediction: A Comparative Analysis
Machine learning has grown in popularity as a result of the widespread application of its algorithms in numerous data science projects across many industries, particularly...
Sentiments Analysis on Public Land Transport Infrastructure in Davao Region using Machine Learning Algorithms: A Recent Study
A city's land transportation infrastructure has always been critical. People are increasingly turning to social media to share their opinions on civic projects like land...
Determination of Efficient and Secured Healthcare Monitoring Based on IoT Along with Machine Learning
A Health Monitoring System (HMS) is a cutting-edge technology that provides an alternative to standard patient and health management methods. The Internet of Things (IoT)...