Zobrazeno 1 - 10
of 300
pro vyhledávání: '"Decision tree regression"'
Publikováno v:
Case Studies in Thermal Engineering, Vol 63, Iss , Pp 105297- (2024)
This paper introduces a comprehensive approach for predicting chemical concentrations (C) of sulfur compound in a two-dimensional space (x, y) by numerical solution of mass transfer equation and integration of machine learning. Data of training/valid
Externí odkaz:
https://doaj.org/article/ffeadb5f7c994641a67ecc636696aa77
Autor:
Suresh Kumar Natarajan, Prakash Shanmurthy, Daniel Arockiam, Balamurugan Balusamy, Shitharth Selvarajan
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-18 (2024)
Abstract Industrial advancements and utilization of large amount of fossil fuels, vehicle pollution, and other calamities increases the Air Quality Index (AQI) of major cities in a drastic manner. Major cities AQI analysis is essential so that the go
Externí odkaz:
https://doaj.org/article/c8835b5dbda64e299b9669599a17ce52
Publikováno v:
Frontiers in Chemistry, Vol 12 (2024)
This paper presents a thorough examination for drug release from a polymeric matrix to improve understanding of drug release behavior for tissue regeneration. A comprehensive model was developed utilizing mass transfer and machine learning (ML). In t
Externí odkaz:
https://doaj.org/article/dbdbedee48d446f0b4541a98ccb0e823
Autor:
P. Durga Devi, G. Mamatha
Publikováno v:
Measurement: Sensors, Vol 33, Iss , Pp 101139- (2024)
Water quality is crucial for all life forms, yet water pollution is escalating. Monitoring water quality is essential to combat this challenge. This study introduces a precise and efficient approach to predict water turbidity levels using linear regr
Externí odkaz:
https://doaj.org/article/e04fb67ac95a41c49c82314e1ea13d22
Publikováno v:
IEEE Access, Vol 12, Pp 92622-92634 (2024)
During the last decade, soundscape research has become one of the most active topics in Acoustics. This work provides a nonlinear variable selection analysis over the well-known dataset ‘emo-soundscapes’. Namely, we provide a selection of the sou
Externí odkaz:
https://doaj.org/article/14bf1aeb835b4b6990935d7d27fdf81c
Autor:
Cihangir Ertaban, Erinc Albey
Publikováno v:
IEEE Access, Vol 12, Pp 60425-60435 (2024)
This study presents a novel approach to resource allocation in software development teams working with Kanban. The simulation algorithm created in this study takes three types of resources, three types of work, resource capabilities, and a blocking m
Externí odkaz:
https://doaj.org/article/31c86d53c2a8435c88d2c4d985b08926
Publikováno v:
Energies, Vol 17, Iss 18, p 4681 (2024)
Energy utilisation in residential dwellings is stochastic and can worsen the issue of operational planning for energy provisioning. Additionally, planning with intermittent energy sources exacerbates the challenges posed by the uncertainties in energ
Externí odkaz:
https://doaj.org/article/a063a8c9ab234787a73e9d13979454ff
Autor:
Hasan Arda Burhan
Publikováno v:
Ekonomi, Politika & Finans Araştırmaları Dergisi, Vol 7, Iss Özel Sayı, Pp 1-18 (2022)
Agriculture, as one of the most important and vital human activity, is highly vulnerable to global, local and environmental issues. This fragility also surfaced in the initial stages of the COVID-19 pandemic. Accordingly, such matters are considered
Externí odkaz:
https://doaj.org/article/9735c78b12814d2a88d75d6c28b8c9fb
Publikováno v:
Slovak Journal of Civil Engineering, Vol 30, Iss 3, Pp 17-26 (2022)
Under-reamed piles are extensively used to resist uplift forces and settlements. The objective of the present study is to develop various machine learning models (linear and non-linear) and determine the best model to estimate the ultimate uplift res
Externí odkaz:
https://doaj.org/article/5f06bfb6fdd7406eb304b7a219108328
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