Mlrm: A multiple linear regression based model for average temperature prediction of a day

I Gupta, H Mittal, D Rikhari, AK Singh - arXiv preprint arXiv:2203.05835, 2022 - arxiv.org
Weather is a phenomenon that affects everything and everyone around us on a daily basis.
Weather prediction has been an important point of study for decades as researchers have …

Temperature prediction using machine learning approaches

T Anjali, K Chandini, K Anoop… - 2019 2nd International …, 2019 - ieeexplore.ieee.org
Weather prediction is one of the most important research areas due to its applicability in real-
world problems like meteorology, agricultural studies, etc. We propose a method for …

Machine learning for weather forecasting

S Dadhich, V Pathak, R Mittal, R Doshi - Machine Learning for …, 2021 - degruyter.com
In weather forecasting, we predict atmospheric conditions for specific location and time.
Meteorology is used to plot atmospheric change for the desire location by collecting …

Rainfall prediction using multiple linear regressions model

HAY Ahmed, SWA Mohamed - 2020 international conference …, 2021 - ieeexplore.ieee.org
Meteorological scientists always try to find means to understand the atmosphere of the
Earth, and to develop accurate weather prediction models. Several methods have been …

Weather forecasting using machine learning algorithm

N Singh, S Chaturvedi, S Akhter - … International Conference on …, 2019 - ieeexplore.ieee.org
The activities of many primary sectors depend on the weather for production, eg farming.
The climate is changing at a drastic rate nowadays, which makes the old weather prediction …

Deep learning model for temperature prediction: A case study in New Delhi

VK Shrivastava, A Shrivastava, N Sharma… - Journal of …, 2023 - Wiley Online Library
This study is based on temperature prediction in the capital of India (New Delhi). We have
adopted different ML models such as (MPR and DNN) which are designed and implemented …

Complete statistical analysis to weather forecasting

A Datta, S Si, S Biswas - … in Pattern Recognition: Proceedings of CIPR …, 2020 - Springer
The primary objective of the model applied in this work is to predict the weather of a city
named Austin in Texas using supervised machine learning algorithms. In this case, artificial …

Machine learning based rainfall prediction

RK Grace, B Suganya - 2020 6th International conference on …, 2020 - ieeexplore.ieee.org
Rainfall prediction is the one of the important technique to predict the climatic conditions in
any country. This paper proposes a rainfall prediction model using Multiple Linear …

Deep learning model for temperature prediction: an empirical study

VK Shrivastava, A Shrivastava, N Sharma… - Modeling Earth Systems …, 2023 - Springer
Planning the daily routines of human life depends heavily on the weather. Knowing the
weather ahead of time substantially aids in better planning for aviation, agriculture, tourism …

[PDF][PDF] Weather prediction based on LSTM model implemented AWS Machine Learning Platform

DT Hoang, PL Yang, LDP Cuong, PD Trung… - … Journal for Research …, 2020 - academia.edu
Climate change has affected the weather forecast on a regular basis compared to reality.
Meanwhile, weather forecast plays an important role in daily life and especially it affects …