Machine learning based analysis and prediction of crop yield and prices of Aman, Aus and Boro rice

Machine learning based analysis and prediction of crop yield and prices of Aman, Aus and Boro rice

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

Chi tiết về thư mục
Những tác giả chính:	Bhattacharjee, Ruposri, Mamun, Kazi Andelib, Asif, Kazi Saad, Khan, Shaian
Tác giả khác:	Mohsin, Abu S.M.
Định dạng:	Luận văn
Ngôn ngữ:	English
Được phát hành:	Brac University 2024
Những chủ đề:	Aus Aman Boro Yield prediction Machine learning, and agriculture KNN Linear regression XGBoost Random forest ARIMA SARIMAX Machine learning
Truy cập trực tuyến:	http://hdl.handle.net/10361/22424

Những quyển sách tương tự

Yield prediction for precision agriculture using extreme gradient boosting and support vector regression
Bằng: Ahmed, Md. Sabbir, et al.
Được phát hành: (2021)

Weather Pattern Extraction using Statistical Methods & Machine Learning Techniques
Bằng: Habib, Adria Binte
Được phát hành: (2021)

Dhaka Stock Exchange stock price prediction using Machine Learning and Deep Learning Models
Bằng: Barua, Debalina
Được phát hành: (2023)

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)

Prediction of earthquakes: a step towards predicting the unpredictable
Bằng: Chowdhury, Maheen, et al.
Được phát hành: (2023)

Polycystic ovary syndrome detection using neural network.
Bằng: Istiyaq, Tahsin, et al.
Được phát hành: (2024)

Export opportunities and obstacles of Bangladesh’s RMG sector : a case study on Aman Textile Ltd.
Bằng: Tama, Sumaiya Kabir
Được phát hành: (2017)

Market sales prospecting by analyzing customer buying pattern using machine learning
Bằng: Ahmed, Tanjil, et al.
Được phát hành: (2019)

Agricultural analysis and crop yield prediction of Habiganj using multispectral bands of satellite imagery with machine learning
Bằng: Shahrin, Fariha, et al.
Được phát hành: (2021)

Classification and Explanation of Different Internet of Things (IoT) Network Attacks using Machine Learning, Deep Learning and XAI
Bằng: Tasnim, Anika, et al.
Được phát hành: (2022)

Constraints to high yields on Asian rice farms : an interim report.
Được phát hành: (1977)

A comparative study of deep learning methods for automating road condition characterization
Bằng: Ruhi, Zurana Mehrin, et al.
Được phát hành: (2021)

Flight fare prediction using machine learning
Bằng: Noyon, Md. Shaim Hosan, et al.
Được phát hành: (2024)

SCAMM: detection and prevention of SQL injection attacks using a machine learning approach
Bằng: Alam, Auninda, et al.
Được phát hành: (2021)

Analyzing area-wise air pollution level using machine learning for a better future
Bằng: Sihan, Sk. Atik Tajwar, et al.
Được phát hành: (2021)

Performance analysis of machine learning classi ers for detecting PE malware
Bằng: Azmee, ABM.Adnan, et al.
Được phát hành: (2020)

Heart disease prediction using techniques of classification in machine learning
Bằng: Afrose, Sadia, et al.
Được phát hành: (2021)

Heart disease prediction using machine learning algorithms
Bằng: Ali, Musfiq, et al.
Được phát hành: (2019)

Supervising vehicle using pattern recognition
Bằng: Lushan, Mihodi Hasan, et al.
Được phát hành: (2018)

Crop prediction based on geographical and climatic data using machine learning and deep learning
Bằng: Alif, Al Amin, et al.
Được phát hành: (2019)

A machine learning approach to predict young voter enthusiasm based on non-political factors
Bằng: Rahman, Md. Nowroz Junaed, et al.
Được phát hành: (2021)

Analysing Facebook user risk using machine learning algorithm
Bằng: Barua, Arnab, et al.
Được phát hành: (2021)

Bank loan prediction using machine learning
Bằng: Mahottam, Parthosarothi, et al.
Được phát hành: (2023)

Public vehicle ETA system using machine learning
Bằng: Kabir, Md. Miraz, et al.
Được phát hành: (2018)

Predicting depression in Bangladeshi undergraduates using machine learning
Bằng: Choudhury, Ahnaf Atef, et al.
Được phát hành: (2019)

Analysis of the impact of online education using EEG signals and machine learning algorithms
Bằng: Hoque, Ehsanul, et al.
Được phát hành: (2021)

Bitcoin price forecasting based on historical data
Bằng: Roy, Shaily, et al.
Được phát hành: (2018)

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

Alumni opportunities using machine learning
Bằng: Siaum, Arshif Sharlimin, et al.
Được phát hành: (2019)

Machine learning as an indicator for breast cancer prediction
Bằng: Shadman, Tahsin Mohammed, et al.
Được phát hành: (2019)

Heart attack prediction using machine learning and XAI
Bằng: Ahsan, Mumtahina
Được phát hành: (2023)

Use of machine learning and weather predictions to bridge the gap between consumer demands and the market requirements of food crops
Bằng: Hasan, Raad, et al.
Được phát hành: (2021)

Chronic kidney disease detection using ensemble classi ers and feature set reduction
Bằng: Shawan, Naveed Rahman, et al.
Được phát hành: (2019)

Observing mega cities to grow from space and predicting its growth using machine learning techniques
Bằng: Chakma, Mitesh, et al.
Được phát hành: (2018)

Child Safe Browser Extension: A Browser Extension to Detect Adultery and Violent Content to Make Safer Web for Children
Bằng: Alhossen, Md., et al.
Được phát hành: (2021)

Pattern recognition with Quantum Support Vector Machine(QSVM) on near term quantum processors.
Bằng: Ahmed, Sajjad
Được phát hành: (2019)

Document template identification and data extraction using machine learning and deep learning approach
Bằng: Roy, Kaushik, 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)

Demystifying second hand car market in Bangladesh using multimodal machine learning techniques
Bằng: Islam, Roman, et al.
Được phát hành: (2024)

Predicting COVID-19 disease outcome and post-recovery conditions using machine learning
Bằng: Sajid, Abul Kasem, et al.
Được phát hành: (2021)