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.

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς:	Biswas, Sunanda, Sarkar, Spandan, Islam, MD. Manazir
Άλλοι συγγραφείς:	Md. Saiful Islam
Μορφή:	Thesis
Γλώσσα:	English
Έκδοση:	Brac University 2022
Θέματα:	Deep learning Linear regression Long short term memory Multi-layer perceptron Emission factors Machine learning Cognitive learning theory (Deep learning)
Διαθέσιμο Online:	http://hdl.handle.net/10361/16364

Παρόμοια τεκμήρια

A modern technique to detect potholes by Computer Vision and Deep Learning
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Έκδοση: (2023)

Utilizing machine learning to project the nancial outcomes of reconnecting with potential customers of the same industry
ανά: Hossain, Shoumik, κ.ά.
Έκδοση: (2022)

Classification of peripheral blood cell images using deep learning
ανά: Aadi, Oyshik Ahmed, κ.ά.
Έκδοση: (2024)

Recall-Net: A CNN-based Model for Four-class Classification of Alzheimer’s Disease
ανά: Hasan, M. M. Kamrul, κ.ά.
Έκδοση: (2022)

An efficient deep learning approach to detect skin Cancer
ανά: Islam, Ashfaqul, κ.ά.
Έκδοση: (2022)

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

Damaged road detection using Image Processing and Deep Learning
ανά: Swadesh, Shimran Mahbub, κ.ά.
Έκδοση: (2022)

Financial factors analysis for acquisition premium and anticipation using extreme gradient boosting and deep recurrent neural network
ανά: Rayhan, Mohammad, κ.ά.
Έκδοση: (2020)

An interpretable transformer based approach to classify Malaria from blood cell images
ανά: Islam, Mehafuza, κ.ά.
Έκδοση: (2023)

Facial expression recognition: convolutional attentional masking network and ensemble approach
ανά: Kowsar, Ibna, κ.ά.
Έκδοση: (2021)

Corn leaf disease detection using deep convolution neural network
ανά: Rabbi, Rawhatur, κ.ά.
Έκδοση: (2023)

Predicting crime using deep learning
ανά: Shihab, Muhammad Nafees, κ.ά.
Έκδοση: (2024)

Sentiment analysis on Bangladesh airlines review data using machine learning
ανά: Hasib, Khan Md.
Έκδοση: (2022)

Implementing machine learning techniques to forecast floods In Bangladesh based on historical data
ανά: Toufique, S.M, κ.ά.
Έκδοση: (2024)

Analysis of transformer and CNN based approaches for classifying renal abnormality from image data
ανά: Reza, S. M. Mushfiq, κ.ά.
Έκδοση: (2024)

Predicting the outcome of purchasing a hotel package to assist policymakers using machine learning
ανά: Islam, Zahedul, κ.ά.
Έκδοση: (2023)

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

Health trauma and well-being assistant for Bengali seniors in household: a multimodal approach
ανά: Islam, Md. Nazmul, κ.ά.
Έκδοση: (2024)

Real-time mastitis detection in livestock using deep learning and machine learning leveraging edge devices
ανά: Ghosh, Kawshik Kumar, κ.ά.
Έκδοση: (2023)

Implementation of real-time learning on homomorphically encrypted visual inputs
ανά: Bhuiyan, Emtiaz MD Tafsir, κ.ά.
Έκδοση: (2021)

Deep learning-based real-time pothole detection for avoiding road accident
ανά: Basher, Rafsan, κ.ά.
Έκδοση: (2022)

Empowering mobile network planning through deep learning: a path to democratization
ανά: Nabi, Syed Tauhidun
Έκδοση: (2024)

Visual object classification from fMRI data
ανά: Newaz, Syed Mishar, κ.ά.
Έκδοση: (2022)

Traffic sign recognition using deep learning
ανά: Amir, Afia Binte, κ.ά.
Έκδοση: (2020)

Shield key: a deep learning process for the generation of public & private keys using hybrid architecture in blockchain
ανά: Joy, Tanvir Ahmed, κ.ά.
Έκδοση: (2021)

Document template identification and data extraction using machine learning and deep learning approach
ανά: Roy, Kaushik, κ.ά.
Έκδοση: (2024)

Prostate cancer detection using deep learning neural network with transfer learning approach
ανά: Badhon, Ariful Islam Mahmud, κ.ά.
Έκδοση: (2022)

Yoga posture recognition using the deep learning process
ανά: Islam, Abidul, κ.ά.
Έκδοση: (2023)

Skin disease detection and classification using deep learning
ανά: Shuvon, Mehedi Hasan, κ.ά.
Έκδοση: (2022)

An active-learning based training-schedule for biomedical image segmentation on deep neural networks
ανά: Hassan, Mehadi, κ.ά.
Έκδοση: (2021)

A deep learning approach towards soft biometrics attributes prediction using CNN
ανά: Kibria, Maharab, κ.ά.
Έκδοση: (2022)

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

Comparative analysis and implementation of credit risk prediction through distinct machine learning models
ανά: Turjo, Aquib Abtahi, κ.ά.
Έκδοση: (2021)

Fortifying federated learning: security against model poisoning attacks
ανά: Anan, Fabiha, κ.ά.
Έκδοση: (2024)

Deep learning approaches for Bengali cyberbullying cetection on social media: a comparative study of BiLSTM, BiGRU and BERT models
ανά: Fahim, Kaji Mehedi Hasan, κ.ά.
Έκδοση: (2024)

Federated ensemble-learning for transport mode detection in vehicular edge network
ανά: Alam, MD. Mustakin, κ.ά.
Έκδοση: (2023)

Early Schizophrenia Diagnosis with 3D Convolutional Neural Network
ανά: Ashraf, S.M. Nabil, κ.ά.
Έκδοση: (2021)

Deep learning-based waste classification system for efficient waste management
ανά: Nakib, Abdullah Al, κ.ά.
Έκδοση: (2022)

UI development and functionality testing automation in android application
ανά: Taus, Shehjad Ali, κ.ά.
Έκδοση: (2024)

An eﬃcient deep learning approach for detecting lung disease from chest X-ray images using transfer learning and ensemble modeling
ανά: Sagor, Mostofa Kamal, κ.ά.
Έκδοση: (2021)