Implementation of machine learning to estimate the air pollutants such as Carbon dioxide, methane, nitrous oxide and total greenhouse gas emissions in Bangladesh

Implementation of machine learning to estimate the air pollutants such as Carbon dioxide, methane, nitrous oxide and total greenhouse gas emissions in Bangladesh

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2021.

Bibliografische gegevens
Hoofdauteurs:	Biswas, Sunanda, Sarkar, Spandan, Islam, MD. Manazir
Andere auteurs:	Md. Saiful Islam
Formaat:	Thesis
Taal:	English
Gepubliceerd in:	Brac University 2022
Onderwerpen:	Deep learning Linear regression Long short term memory Multi-layer perceptron Emission factors Machine learning Cognitive learning theory (Deep learning)
Online toegang:	http://hdl.handle.net/10361/16364

Gelijkaardige items

A modern technique to detect potholes by Computer Vision and Deep Learning
door: Saif, Muntasir Mahmud, et al.
Gepubliceerd in: (2023)

Utilizing machine learning to project the nancial outcomes of reconnecting with potential customers of the same industry
door: Hossain, Shoumik, et al.
Gepubliceerd in: (2022)

Classification of peripheral blood cell images using deep learning
door: Aadi, Oyshik Ahmed, et al.
Gepubliceerd in: (2024)

Recall-Net: A CNN-based Model for Four-class Classification of Alzheimer’s Disease
door: Hasan, M. M. Kamrul, et al.
Gepubliceerd in: (2022)

An efficient deep learning approach to detect skin Cancer
door: Islam, Ashfaqul, et al.
Gepubliceerd in: (2022)

Application of CNN based architectures in detection of distracted drivers
door: Arafin, Irfana, et al.
Gepubliceerd in: (2023)

Damaged road detection using Image Processing and Deep Learning
door: Swadesh, Shimran Mahbub, et al.
Gepubliceerd in: (2022)

Financial factors analysis for acquisition premium and anticipation using extreme gradient boosting and deep recurrent neural network
door: Rayhan, Mohammad, et al.
Gepubliceerd in: (2020)

An interpretable transformer based approach to classify Malaria from blood cell images
door: Islam, Mehafuza, et al.
Gepubliceerd in: (2023)

Facial expression recognition: convolutional attentional masking network and ensemble approach
door: Kowsar, Ibna, et al.
Gepubliceerd in: (2021)

Corn leaf disease detection using deep convolution neural network
door: Rabbi, Rawhatur, et al.
Gepubliceerd in: (2023)

Predicting crime using deep learning
door: Shihab, Muhammad Nafees, et al.
Gepubliceerd in: (2024)

Sentiment analysis on Bangladesh airlines review data using machine learning
door: Hasib, Khan Md.
Gepubliceerd in: (2022)

Implementing machine learning techniques to forecast floods In Bangladesh based on historical data
door: Toufique, S.M, et al.
Gepubliceerd in: (2024)

Analysis of transformer and CNN based approaches for classifying renal abnormality from image data
door: Reza, S. M. Mushfiq, et al.
Gepubliceerd in: (2024)

Predicting the outcome of purchasing a hotel package to assist policymakers using machine learning
door: Islam, Zahedul, et al.
Gepubliceerd in: (2023)

DeepWPD: A deep learning based wavelet packet decomposition to remove Moiré pattern from screen capture images.
door: Khan, Ibrahim
Gepubliceerd in: (2023)

Health trauma and well-being assistant for Bengali seniors in household: a multimodal approach
door: Islam, Md. Nazmul, et al.
Gepubliceerd in: (2024)

Real-time mastitis detection in livestock using deep learning and machine learning leveraging edge devices
door: Ghosh, Kawshik Kumar, et al.
Gepubliceerd in: (2023)

Implementation of real-time learning on homomorphically encrypted visual inputs
door: Bhuiyan, Emtiaz MD Tafsir, et al.
Gepubliceerd in: (2021)

Deep learning-based real-time pothole detection for avoiding road accident
door: Basher, Rafsan, et al.
Gepubliceerd in: (2022)

Empowering mobile network planning through deep learning: a path to democratization
door: Nabi, Syed Tauhidun
Gepubliceerd in: (2024)

Visual object classification from fMRI data
door: Newaz, Syed Mishar, et al.
Gepubliceerd in: (2022)

Traffic sign recognition using deep learning
door: Amir, Afia Binte, et al.
Gepubliceerd in: (2020)

Shield key: a deep learning process for the generation of public & private keys using hybrid architecture in blockchain
door: Joy, Tanvir Ahmed, et al.
Gepubliceerd in: (2021)

Document template identification and data extraction using machine learning and deep learning approach
door: Roy, Kaushik, et al.
Gepubliceerd in: (2024)

Prostate cancer detection using deep learning neural network with transfer learning approach
door: Badhon, Ariful Islam Mahmud, et al.
Gepubliceerd in: (2022)

Yoga posture recognition using the deep learning process
door: Islam, Abidul, et al.
Gepubliceerd in: (2023)

Skin disease detection and classification using deep learning
door: Shuvon, Mehedi Hasan, et al.
Gepubliceerd in: (2022)

An active-learning based training-schedule for biomedical image segmentation on deep neural networks
door: Hassan, Mehadi, et al.
Gepubliceerd in: (2021)

A deep learning approach towards soft biometrics attributes prediction using CNN
door: Kibria, Maharab, et al.
Gepubliceerd in: (2022)

A deep dive into node-level analysis with fusion RNN model for smart LTE network monitoring
door: Islam, Md Rashidul
Gepubliceerd in: (2024)

Comparative analysis and implementation of credit risk prediction through distinct machine learning models
door: Turjo, Aquib Abtahi, et al.
Gepubliceerd in: (2021)

Fortifying federated learning: security against model poisoning attacks
door: Anan, Fabiha, et al.
Gepubliceerd in: (2024)

Deep learning approaches for Bengali cyberbullying cetection on social media: a comparative study of BiLSTM, BiGRU and BERT models
door: Fahim, Kaji Mehedi Hasan, et al.
Gepubliceerd in: (2024)

Federated ensemble-learning for transport mode detection in vehicular edge network
door: Alam, MD. Mustakin, et al.
Gepubliceerd in: (2023)

Early Schizophrenia Diagnosis with 3D Convolutional Neural Network
door: Ashraf, S.M. Nabil, et al.
Gepubliceerd in: (2021)

Deep learning-based waste classification system for efficient waste management
door: Nakib, Abdullah Al, et al.
Gepubliceerd in: (2022)

UI development and functionality testing automation in android application
door: Taus, Shehjad Ali, et al.
Gepubliceerd in: (2024)

An eﬃcient deep learning approach for detecting lung disease from chest X-ray images using transfer learning and ensemble modeling
door: Sagor, Mostofa Kamal, et al.
Gepubliceerd in: (2021)