Crop prediction based on geographical and climatic data using machine learning and deep learning

Crop prediction based on geographical and climatic data using machine learning and deep learning

This thesis is submitted in partial fulfilment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2018.

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς:	Alif, Al Amin, Shukanya, Israt Farhana, Afee, Tasnia Nobi
Άλλοι συγγραφείς:	Arif, Hossain
Μορφή:	Thesis
Γλώσσα:	English
Έκδοση:	BRAC University 2019
Θέματα:	Agriculture Crop selection Machine learning Artificial neural network
Διαθέσιμο Online:	http://hdl.handle.net/10361/11429

Παρόμοια τεκμήρια

Predicting climate induced floods using machine learning
ανά: Saleh, Chowdhury Nafis, κ.ά.
Έκδοση: (2022)

Use of machine learning and weather predictions to bridge the gap between consumer demands and the market requirements of food crops
ανά: Hasan, Raad, κ.ά.
Έκδοση: (2021)

Alumni opportunities using machine learning
ανά: Siaum, Arshif Sharlimin, κ.ά.
Έκδοση: (2019)

Multimodal human detection in disaster situations using deep learning & artificial intelligence
ανά: Rafat, Md. Tasbi, κ.ά.
Έκδοση: (2023)

Heart disease prediction using machine learning algorithms
ανά: Ali, Musfiq, κ.ά.
Έκδοση: (2019)

Predicting depression in Bangladeshi undergraduates using machine learning
ανά: Choudhury, Ahnaf Atef, κ.ά.
Έκδοση: (2019)

Machine learning as an indicator for breast cancer prediction
ανά: Shadman, Tahsin Mohammed, κ.ά.
Έκδοση: (2019)

N.P.K. based crop suggesting model
ανά: Iftekher, Asif, κ.ά.
Έκδοση: (2020)

Comparison of machine learning techniques to predict cardiovascular disease
ανά: Jaber, Mir Mohammad, κ.ά.
Έκδοση: (2019)

Machine learning approach for ECG analysis and predicting different heart diseases
ανά: Tithi, Sushmita Roy, κ.ά.
Έκδοση: (2019)

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

A deep learning approach for prediction of ADHD using brain structure
ανά: Siam, Shafin Ahad, κ.ά.
Έκδοση: (2024)

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

Machine learning approach for improving decision support in ICU
ανά: Siddiquee, Mohib Billah, κ.ά.
Έκδοση: (2019)

Deep learning /
ανά: Goodfellow, Ian
Έκδοση: (2016)

Learning a deep neural network for predicting phishing website
ανά: Das, Robat, κ.ά.
Έκδοση: (2019)

Impact of machine learning and deep learning on biomedical applications and healthcare industry
ανά: Kabir, Md Saif, κ.ά.
Έκδοση: (2024)

Application of machine learning in credit risk assessment: a prelude to smart banking
ανά: Dhruba, Mir Ishrak Maheer, κ.ά.
Έκδοση: (2019)

Best 11 selection using machine learning
ανά: Anik, Aminul Islam, κ.ά.
Έκδοση: (2018)

Bank loan prediction using machine learning
ανά: Mahottam, Parthosarothi, κ.ά.
Έκδοση: (2023)

A machine learning approach to credit default prediction and Individual credit scoring
ανά: Rahman, Md. Jaber, κ.ά.
Έκδοση: (2018)

Agricultural analysis and crop yield prediction of Habiganj using multispectral bands of satellite imagery with machine learning
ανά: Shahrin, Fariha, κ.ά.
Έκδοση: (2021)

An implementation and analysis of deep learning models for the detection of wheat diseases
ανά: Zubair, Ahmad, κ.ά.
Έκδοση: (2024)

Using deep learning algorithms to detect violent activities
ανά: Ammar, S.M. Rojin, κ.ά.
Έκδοση: (2019)

Dhaka Stock Exchange stock price prediction using Machine Learning and Deep Learning Models
ανά: Barua, Debalina
Έκδοση: (2023)

Deep learning for beginners : a beginner's guide to getting up and running with deep learning from scratch using Python /
ανά: Rivas, Pablo
Έκδοση: (2020)

A counseling system to predict the study path for freshmen
ανά: Usha, Rowshni Tasneem, κ.ά.
Έκδοση: (2019)

Machine learning for stress prediction
ανά: Salehin, Sherajus, κ.ά.
Έκδοση: (2023)

A deep neural network approach for intelligent crop selection and yield prediction based on 46 parameters for agricultural zone-28 in Bangladesh
ανά: Islam, Tanhim, κ.ά.
Έκδοση: (2018)

Observing mega cities to grow from space and predicting its growth using machine learning techniques
ανά: Chakma, Mitesh, κ.ά.
Έκδοση: (2018)

A deep learning approach to predict crypto-currency price by evaluating sentiment and stock market correlations
ανά: Maliha, Miftahul Zannat, κ.ά.
Έκδοση: (2023)

Classifying insect pests from image data using deep learning
ανά: Mohsin, Md. Raiyan Bin, κ.ά.
Έκδοση: (2022)

A hybrid deep learning model and explainable AI-based Bengali hate speech multi-label classification and interpretation
ανά: Shakil, Mahmudul Hasan
Έκδοση: (2023)

Predictive location generation using machine learning approach
ανά: Hasan, S.A.M Khaled, κ.ά.
Έκδοση: (2018)

Public vehicle ETA system using machine learning
ανά: Kabir, Md. Miraz, κ.ά.
Έκδοση: (2018)

Real time performance analysis on DDoS attack detection using machine learning
ανά: Suvra, Debashis Kar, κ.ά.
Έκδοση: (2021)

Machine learning based analysis and prediction of crop yield and prices of Aman, Aus and Boro rice
ανά: Bhattacharjee, Ruposri, κ.ά.
Έκδοση: (2024)

Prediction of human activity using machine learning
ανά: Tisha, Sadia Nasrin, κ.ά.
Έκδοση: (2020)

Hypothesizing precise cancer treatments based on patient survival using machine learning & deep learning
ανά: Sakib, Hasibul, κ.ά.
Έκδοση: (2024)

Health monitoring IoT device with risk prediction using cloud computing and machine learning
ανά: Das, Anindya, κ.ά.
Έκδοση: (2021)