A novel approach to reduce air pollution through machine learning based PM2.5 prediction

A novel approach to reduce air pollution through machine learning based PM2.5 prediction

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2022.

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς:	Alif, Omar Farhad, Monsaif, Tarik Monwar, Amarth, Swakshar Das, Kabir, Md. Nafiu, Sadman, Tahmid Asif
Άλλοι συγγραφείς:	Mukta, Jannatun Noor
Μορφή:	Thesis
Γλώσσα:	English
Έκδοση:	Brac University 2023
Θέματα:	Artificial intelligence Machine learning Computational cloud computing Prediction Reducing air pollution Linear regression analysis Decision tree Regression analysis Logic programming
Διαθέσιμο Online:	http://hdl.handle.net/10361/21819

Παρόμοια τεκμήρια

A voice signal based gender prediction model using random forest classifier
ανά: Ahmed, Saif, κ.ά.
Έκδοση: (2018)

Predicting the length of stay in a hospital for a particular disease using machine learning algorithms
ανά: Imam, Saif
Έκδοση: (2021)

Early grade prediction using profile data
ανά: Iqbal, Sumaiya, κ.ά.
Έκδοση: (2021)

Punishment not enough to reduce air pollution in Bangladesh
ανά: Zaman, Sumaiya
Έκδοση: (2022)

Analyzing area-wise air pollution level using machine learning for a better future
ανά: Sihan, Sk. Atik Tajwar, κ.ά.
Έκδοση: (2021)

Air pollution monitoring system using unmanned aerial vehicle in Bangladesh
ανά: Al-Farabi, Md., κ.ά.
Έκδοση: (2020)

Predicting stock market trend from twitter feed and building a framework for Bangladesh
ανά: Karim, Shabab, κ.ά.
Έκδοση: (2018)

Applied regression : an introduction /
ανά: Lewis-Beck, Michael S.
Έκδοση: (1980)

Correlating lockdowns, mortality rates and air pollution: a deep learning imbued study of COVID-19
ανά: Tabassum, Tahia, κ.ά.
Έκδοση: (2021)

Machine learning for stress prediction
ανά: Salehin, Sherajus, κ.ά.
Έκδοση: (2023)

Automated fabric color prediction
ανά: Muhtashima, Fawzia, κ.ά.
Έκδοση: (2024)

Reducing Cost in RMG sector & IE as its importance Of Lithe Group
ανά: Hossain, Md. Al Mamun
Έκδοση: (2022)

Air pollution control engineering /
ανά: De Nevers, Noel, 1932-
Έκδοση: (1995)

Flood prediction using ensemble machine learning models
ανά: Rahman, Tanvir
Έκδοση: (2024)

Finding ideal geographical location for businesses using machine learning technique
ανά: Mahmud, Mir Ibtid, κ.ά.
Έκδοση: (2022)

Prediction of bipolar disorder from mental episodes using machine learning approach
ανά: Tasmeem, Sumaiya, κ.ά.
Έκδοση: (2023)

A thesis on utilizing machine learning models to predict material hardship
ανά: Das, Tirtha
Έκδοση: (2024)

Where will you setup your business next?: a machine learning approach to suggest ideal geographical location for new restaurant establishment
ανά: Shihab, Ibne Farabi, κ.ά.
Έκδοση: (2018)

A machine learning approach to analyze and predict rainfall in different regions of Bangladesh
ανά: Rahee, Arnob, κ.ά.
Έκδοση: (2021)

Augmented reality based flight assisting system under emergency circumstances
ανά: Islam, A.R.M. Rizwan, κ.ά.
Έκδοση: (2021)

Heart disease prediction using techniques of classification in machine learning
ανά: Afrose, Sadia, κ.ά.
Έκδοση: (2021)

A supervised learning approach by machine learning and deep learning algorithms to predict type II DM risk
ανά: Farabe, Abdullah Al, κ.ά.
Έκδοση: (2021)

Application of machine learning techniques on the context of livestock analysis
ανά: Islam, Md. Shajedul, κ.ά.
Έκδοση: (2018)

Performance analysis of machine learning algorithms in resume recommendation systems
ανά: Hasan, Ibteaz, κ.ά.
Έκδοση: (2018)

Particulate matter pollution and its impact on human health
ανά: Tasneem, Anika
Έκδοση: (2021)

Polycystic ovary syndrome detection using neural network.
ανά: Istiyaq, Tahsin, κ.ά.
Έκδοση: (2024)

Application of machine learning techniques on the context of predicting upcoming traffic congestion and providing the best preferred path
ανά: Saquib, Muhammad Sadman, κ.ά.
Έκδοση: (2019)

Public vehicle ETA system using machine learning
ανά: Kabir, Md. Miraz, κ.ά.
Έκδοση: (2018)

Nonparametric bootstrapping for multiple logistic regression model using R
ανά: Hossain, Ahmed, κ.ά.
Έκδοση: (2010)

Nonrecursive causal models /
ανά: Berry, William Dale
Έκδοση: (1984)

Multiple regression in behavioral research
ανά: Kerlinger, Fred N. (Fred Nichols), 1910-
Έκδοση: (1973)

Lean and lovin' it : exceptionally delicious recipes for low-fat living and permanent weight loss /
ανά: Mauer, Don
Έκδοση: (1996)

Intelligent assisted living in pregnancy
ανά: Zaman, S. M. Tanveer, κ.ά.
Έκδοση: (2022)

Application of CNN based architectures in detection of distracted drivers
ανά: Arafin, Irfana, κ.ά.
Έκδοση: (2023)

Design and implementation of a simple electromechanical system to reduce domestic gas wastage and accidents in South-Asia
ανά: M. Huq, Rachaen, κ.ά.
Έκδοση: (2016)

Statistical analysis of network data flows and predictions using statistical and machine learning regression models
ανά: Boateng, Albert, κ.ά.
Έκδοση: (2024)

Flood prediction using machine learning models
ανά: Syeed, Miah Mohammad Asif, κ.ά.
Έκδοση: (2022)

A feature selection approach to determine obesity using machine learning method
ανά: Antor, Shahidul Alam, κ.ά.
Έκδοση: (2021)

The applications of data mining and machine learning in Bangladesh for disease pattern analysis and prediction
ανά: Mahmud, Mahmudul Hasan
Έκδοση: (2021)

Air pollution monitoring system for smart city
ανά: Khan, Md. Hasib Bin Hossain, κ.ά.
Έκδοση: (2018)