Experimental Investigations on Quality of Water Used in Poultry Farm Using Sensors

Deepika,; Nagarathna, .; Shivshankar, G. P.; Channegowda,

doi:10.1007/978-981-13-5802-9_40

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2020

2022

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Cited by 2 publications

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“…In our previous work [20], experimental study was conducted to test the water quality of different sources used in poultry farms using sensors and laboratory methods.…”

Section: Literature Surveymentioning

confidence: 99%

Ensemble Tree Classifier based Analysis of Water Quality for Layer Poultry Farm: A Study on Cauvery River

Deepika¹,

Nagarathna²,

Channegowda³

2022

IJACSA

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Indian poultry industry has evolved from a simple backyard occupation to a large commercial agri-based enterprise. Chicken dominates poultry production in India, accounting for almost 95% of total egg production. Several factors affect the egg production such as feeding material, drinking water, environmental factors etc. Analyzing the water quality is one of the important tasks. Cauvery River is considered as the study area because of its importance in several states of South India which have significant contribution in poultry farming. The aim of the proposed study is to develop an automated approach of water quality analysis and present a novel machine learning approach which considers an improved feature ranking method and ensemble tree classifier with majority voting. The experimental result shows that proposed approach performs better with an accuracy of 95.12%.

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“…In our previous work [20], experimental study was conducted to test the water quality of different sources used in poultry farms using sensors and laboratory methods.…”

Section: Literature Surveymentioning

confidence: 99%