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.

Chi tiết về thư mục
Những tác giả chính:	Biswas, Sunanda, Sarkar, Spandan, Islam, MD. Manazir
Tác giả khác:	Md. Saiful Islam
Định dạng:	Luận văn
Ngôn ngữ:	English
Được phát hành:	Brac University 2022
Những chủ đề:	Deep learning Linear regression Long short term memory Multi-layer perceptron Emission factors Machine learning Cognitive learning theory (Deep learning)
Truy cập trực tuyến:	http://hdl.handle.net/10361/16364

Những quyển sách tương tự

A modern technique to detect potholes by Computer Vision and Deep Learning
Bằng: Saif, Muntasir Mahmud, et al.
Được phát hành: (2023)

Utilizing machine learning to project the nancial outcomes of reconnecting with potential customers of the same industry
Bằng: Hossain, Shoumik, et al.
Được phát hành: (2022)

Classification of peripheral blood cell images using deep learning
Bằng: Aadi, Oyshik Ahmed, et al.
Được phát hành: (2024)

Recall-Net: A CNN-based Model for Four-class Classification of Alzheimer’s Disease
Bằng: Hasan, M. M. Kamrul, et al.
Được phát hành: (2022)

An efficient deep learning approach to detect skin Cancer
Bằng: Islam, Ashfaqul, et al.
Được phát hành: (2022)

Application of CNN based architectures in detection of distracted drivers
Bằng: Arafin, Irfana, et al.
Được phát hành: (2023)

Damaged road detection using Image Processing and Deep Learning
Bằng: Swadesh, Shimran Mahbub, et al.
Được phát hành: (2022)

Financial factors analysis for acquisition premium and anticipation using extreme gradient boosting and deep recurrent neural network
Bằng: Rayhan, Mohammad, et al.
Được phát hành: (2020)

An interpretable transformer based approach to classify Malaria from blood cell images
Bằng: Islam, Mehafuza, et al.
Được phát hành: (2023)

Facial expression recognition: convolutional attentional masking network and ensemble approach
Bằng: Kowsar, Ibna, et al.
Được phát hành: (2021)

Corn leaf disease detection using deep convolution neural network
Bằng: Rabbi, Rawhatur, et al.
Được phát hành: (2023)

Predicting crime using deep learning
Bằng: Shihab, Muhammad Nafees, et al.
Được phát hành: (2024)

Sentiment analysis on Bangladesh airlines review data using machine learning
Bằng: Hasib, Khan Md.
Được phát hành: (2022)

Implementing machine learning techniques to forecast floods In Bangladesh based on historical data
Bằng: Toufique, S.M, et al.
Được phát hành: (2024)

Analysis of transformer and CNN based approaches for classifying renal abnormality from image data
Bằng: Reza, S. M. Mushfiq, et al.
Được phát hành: (2024)

Predicting the outcome of purchasing a hotel package to assist policymakers using machine learning
Bằng: Islam, Zahedul, et al.
Được phát hành: (2023)

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

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

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

Implementation of real-time learning on homomorphically encrypted visual inputs
Bằng: Bhuiyan, Emtiaz MD Tafsir, et al.
Được phát hành: (2021)

Deep learning-based real-time pothole detection for avoiding road accident
Bằng: Basher, Rafsan, et al.
Được phát hành: (2022)

Empowering mobile network planning through deep learning: a path to democratization
Bằng: Nabi, Syed Tauhidun
Được phát hành: (2024)

Visual object classification from fMRI data
Bằng: Newaz, Syed Mishar, et al.
Được phát hành: (2022)

Traffic sign recognition using deep learning
Bằng: Amir, Afia Binte, et al.
Được phát hành: (2020)

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

Document template identification and data extraction using machine learning and deep learning approach
Bằng: Roy, Kaushik, et al.
Được phát hành: (2024)

Prostate cancer detection using deep learning neural network with transfer learning approach
Bằng: Badhon, Ariful Islam Mahmud, et al.
Được phát hành: (2022)

Yoga posture recognition using the deep learning process
Bằng: Islam, Abidul, et al.
Được phát hành: (2023)

Skin disease detection and classification using deep learning
Bằng: Shuvon, Mehedi Hasan, et al.
Được phát hành: (2022)

An active-learning based training-schedule for biomedical image segmentation on deep neural networks
Bằng: Hassan, Mehadi, et al.
Được phát hành: (2021)

A deep learning approach towards soft biometrics attributes prediction using CNN
Bằng: Kibria, Maharab, et al.
Được phát hành: (2022)

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

Comparative analysis and implementation of credit risk prediction through distinct machine learning models
Bằng: Turjo, Aquib Abtahi, et al.
Được phát hành: (2021)

Fortifying federated learning: security against model poisoning attacks
Bằng: Anan, Fabiha, et al.
Được phát hành: (2024)

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

Federated ensemble-learning for transport mode detection in vehicular edge network
Bằng: Alam, MD. Mustakin, et al.
Được phát hành: (2023)

Early Schizophrenia Diagnosis with 3D Convolutional Neural Network
Bằng: Ashraf, S.M. Nabil, et al.
Được phát hành: (2021)

Deep learning-based waste classification system for efficient waste management
Bằng: Nakib, Abdullah Al, et al.
Được phát hành: (2022)

UI development and functionality testing automation in android application
Bằng: Taus, Shehjad Ali, et al.
Được phát hành: (2024)

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