An energy efficient tinyml model for a water potability classification problem

EAM Pereira, JF da Silva Santos… - … Informatics and Systems, 2024 - Elsevier
Safe drinking water is an essential resource and a fundamental human right, but its access
continues beyond billions of people, posing numerous health risks. A key obstacle in …

An Intelligent Technique for Predicting Quality of Drinking Water

I Nadeem, A Yahya, AU Rehman… - … on Decision Aid …, 2024 - ieeexplore.ieee.org
Water is an essential part of our lives, but as time passes water resources are becoming
polluted worldwide due to industrial pollution, human waste, and many other factors. It has …

A Detailed Analysis of Machine Learning Models to Predict Water Potability

V Sreekumar, F Ihsan, S Reghuram… - 2024 15th International …, 2024 - ieeexplore.ieee.org
Water is one of the most indispensable things in our life. However, getting clean drinking
water has become more difficult for a lot of people lately. This research paper uses machine …

Comparing TinyML Models and Libraries for On-Device Water Potability Classification

E Pereira, J Santos, E Barboza - 2024 XIV Brazilian …, 2024 - ieeexplore.ieee.org
Water pollution, mainly caused by human activities that elevate harmful substance
concentrations above ideal levels, threatens both the supply and quality of drinking water …

Application of Data Mining Techniques and Hyperparameter Tuning for Accurate Water Potability Classification

J Johan, J Orlanda, WS Pangestu… - … Concept, Theory and …, 2023 - ieeexplore.ieee.org
Determining water potability is both challenging and vital. The quality of the consumed
drinking water has a profound impact on human health and well-being. Classifying the …

Recent Advances in Machine-Learning Driven Cholera Research: A Review

J Nwobodo, S Wuta, M Ibitoye, P Omagbemi… - International Journal of …, 2024 - ijsrmst.com
Cholera is a potentially epidemic and life-threatening secretory diarrheal disease caused by
Vibrio cholerae, it is transmitted through the consumption of contaminated water. Cholera is …

Elektrik pano yangınlarına karşı nesnelerin interneti destekli algılama sisteminin geliştirilmesi= Development of an internet of things supported detection system …

MF Pekşen - 2024 - acikerisim.sakarya.edu.tr
Bu çalışma, elektrik panolarındaki yangın güvenliği konusuna odaklanmaktadır. Nesnelerin
İnterneti (Internet of Things-IoT) ve Makine Öğrenimi (Machine Learning-ML) teknolojilerinin …