Use of machine learning and weather predictions to bridge the gap between consumer demands and the market requirements of food crops

Use of machine learning and weather predictions to bridge the gap between consumer demands and the market requirements of food crops

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:	Hasan, Raad, Hossain, Romaiya, Ahmed, Farah, Md. Iftekhar Islam, Md. Iftekhar
Tác giả khác:	Rahman, Md. Khalilur
Định dạng:	Luận văn
Ngôn ngữ:	English
Được phát hành:	Brac University 2021
Những chủ đề:	Machine Learning Weather Prediction Land Area vs Crop Production Prediction Machine learning
Truy cập trực tuyến:	http://hdl.handle.net/10361/14992

Những quyển sách tương tự

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

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

Weather forecasting using Deep Learning
Bằng: Fahad, Sheikh Abdul, et al.
Được phát hành: (2023)

Predicting climate induced floods using machine learning
Bằng: Saleh, Chowdhury Nafis, et al.
Được phát hành: (2022)

Developing a machine learning based prognostic model and a supporting web-based application for predicting the possibility of early diabetes and diabetic kidney disease
Bằng: Amin, M.M. Shahriar, et al.
Được phát hành: (2021)

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

Investigation assistant with suspect anticipating intelligence
Bằng: Abdullah, Saqueeb, et al.
Được phát hành: (2019)

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)

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

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)

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

Prediction of anxiety and depression among the transgender in Bangladesh
Bằng: Easha, Ishrat Jahan, et al.
Được phát hành: (2023)

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

A counseling system to predict the study path for freshmen
Bằng: Usha, Rowshni Tasneem, et al.
Được phát hành: (2019)

Predictive maintenance of HVAC system using supervised machine learning algorithms
Bằng: Fahim, Md. Zubayer Ahmed, et al.
Được phát hành: (2021)

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

Machine learning based analysis and prediction of crop yield and prices of Aman, Aus and Boro rice
Bằng: Bhattacharjee, Ruposri, et al.
Được phát hành: (2024)

Machine learning for stress prediction
Bằng: Salehin, Sherajus, et al.
Được phát hành: (2023)

An implementation and analysis of deep learning models for the detection of wheat diseases
Bằng: Zubair, Ahmad, et al.
Được phát hành: (2024)

Emotion analysis using machine learning model and deep learning model on DEAP dataset
Bằng: Hasan, Anita, et al.
Được phát hành: (2022)

A deep learning approach to predict crypto-currency price by evaluating sentiment and stock market correlations
Bằng: Maliha, Miftahul Zannat, et al.
Được phát hành: (2023)

Stock price prediction
Bằng: Das, Kaushik, et al.
Được phát hành: (2023)

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

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

Prediction of production rate for cultivable land correlating soil quality parameters and weather condition
Bằng: Hassan, Mehedi, et al.
Được phát hành: (2024)

Travel time prediction using machine learning and weather impact on traffic conditions
Bằng: Deb, Bilash, et al.
Được phát hành: (2018)

Implementing temporally coherent clustering on student activity to predict exam performance & optimizing the learning pathway through markov chain analysis
Bằng: Anough, Ahmed Saquif Alam, et al.
Được phát hành: (2019)

Comparative analysis and machine learning predictions of cervical cancer incidence: a multi-national study
Bằng: Faisal, Shah
Được phát hành: (2024)

Breast cancer prediction using different machine learning models
Bằng: Khandker Al- Muhaimin, et al.
Được phát hành: (2020)

N.P.K. based crop suggesting model
Bằng: Iftekher, Asif, et al.
Được phát hành: (2020)

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

A machine learning approach to predicting and mitigating traffic congestion
Bằng: Faisal, Abu Fatah Mohammed, et al.
Được phát hành: (2024)

Cryptocurrency price prediction using Social Media Data Mining and Epidemic Modeling
Bằng: Safa, Bushra, et al.
Được phát hành: (2023)

Fault detection and predictive maintenance in IoT-based building management system using machine learning
Bằng: Sabuj, Khaja Sheikh Imran, et al.
Được phát hành: (2022)

RED-LSTM: Real time emotion detection using LSTM
Bằng: Labiba, Mansura Rahman, et al.
Được phát hành: (2023)

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

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)

Predicting temperature of major cities using machine learning and deep learning
Bằng: Jaharabi, Wasiou, et al.
Được phát hành: (2024)

Forecasting stock market prices using advanced tools of machine learning
Bằng: Anwar, Md. Tawhid, et al.
Được phát hành: (2019)

Automated fabric color prediction
Bằng: Muhtashima, Fawzia, et al.
Được phát hành: (2024)