A deep neural network approach for intelligent crop selection and yield prediction based on 46 parameters for agricultural zone-28 in Bangladesh

A deep neural network approach for intelligent crop selection and yield prediction based on 46 parameters for agricultural zone-28 in Bangladesh

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

Manylion Llyfryddiaeth
Prif Awduron:	Islam, Tanhim, Chisty, Tanjir Alam, Roy, Prova
Awduron Eraill:	Chakrabarty, Amitabha
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	BRAC University 2018
Pynciau:	Crop yield prediction Deep neural network Agriculture Intelligent crop selection Artificial Intelligence Artificial intelligence > Agricultural applications Agriculture > Data processing.
Mynediad Ar-lein:	http://hdl.handle.net/10361/10938

Eitemau Tebyg

Crop prediction based on geographical and climatic data using machine learning and deep learning
gan: Alif, Al Amin, et al.
Cyhoeddwyd: (2019)

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

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

Implementing A.I based solutions to understand & predict consumer sentiment
gan: Bin Ahmed, Omar
Cyhoeddwyd: (2023)

Agricultural yield and profit prediction using data analysis techniques
gan: Hassan, Fazal Mahmud, et al.
Cyhoeddwyd: (2019)

Making AI intelligible :
gan: Cappelen, Herman

Artificial Intelligence : a new synthesis /
gan: Nilsson, Nils J., 1933-
Cyhoeddwyd: (1998)

Artificial intelligence /
gan: Rich, Elaine
Cyhoeddwyd: (1991)

Artificial intelligence : a modern approach /
gan: Russell, Stuart J. (Stuart Jonathan)
Cyhoeddwyd: (2003)

Introduction to artificial intelligence /
gan: Charniak, Eugene
Cyhoeddwyd: (1985)

Principles of artificial intelligence /
gan: Nilsson, Nils J., 1933-
Cyhoeddwyd: (1980)

Artificial intelligence /
gan: Winston, Patrick Henry
Cyhoeddwyd: (1992)

Artificial intelligence at MIT : expanding frontiers /
Cyhoeddwyd: (1990)

Introduction to artificial intelligence /
gan: Jackson, Philip C., 1949-
Cyhoeddwyd: (1985)

Moral hazard: Experimental evidence from tenancy contracts
gan: Burchardi, Konrad B, et al.
Cyhoeddwyd: (2022)

Impact of climate change on crop agriculture southern region of Bangladesh: a Case Study of Banaripara Upazila ,Barisal.
gan: Islam, Md. Shahidul
Cyhoeddwyd: (2019)

Bank loan prediction using machine learning
gan: Mahottam, Parthosarothi, et al.
Cyhoeddwyd: (2023)

Pilot study on the development of a low cost land observation and geo-information retrieval system for emergency monitoring of agricultural crop and disaster-induced damages
gan: Haque, Md. Mojammel, et al.
Cyhoeddwyd: (2016)

Introduction to AI robotics /
gan: Murphy, Robin, 1957-
Cyhoeddwyd: (2000)

Intelligent systems and robotics /
Cyhoeddwyd: (2000)

Artificial intelligence : a modern approach /
gan: Russell, Stuart J. (Stuart Jonathan)
Cyhoeddwyd: (2016)

Disease detection system of mango leaves
gan: Islam, Sabrina, et al.
Cyhoeddwyd: (2024)

Fundamentals of artificial neural networks /
gan: Hassoun, Mohamad H.
Cyhoeddwyd: (1995)

Artificial intelligence in HR Management
gan: Lamia, Ridwana Islam
Cyhoeddwyd: (2023)

Autonomous farming and monitoring system of vegetables in sustainable rooftop environment
gan: Mafuj, Walid Ahmad, et al.
Cyhoeddwyd: (2024)

A review of BRRI cropping systems research, 1974-1988 /
Cyhoeddwyd: (1992)

Bengali hand sign language recognition using convolutional neural networks
gan: Rumi, Roisul Islam, et al.
Cyhoeddwyd: (2019)

Neural architecture : design and artificial intelligence /
gan: Campo, Matias del
Cyhoeddwyd: (2022)

Exploring Alzheimer's disease prediction with XAI in various neural network models
gan: Rahman, Quazi Ashikur, et al.
Cyhoeddwyd: (2022)

Machine learning approach for improving decision support in ICU
gan: Siddiquee, Mohib Billah, et al.
Cyhoeddwyd: (2019)

Advanced artificial intelligence self balanced robot for home security
gan: Shourove, MD. Niaz Sharif, et al.
Cyhoeddwyd: (2018)

Advanced electronic security and safety system using artificial intelligence
gan: Jalal, S. M. Shuharto, et al.
Cyhoeddwyd: (2017)

Architecture in the age of artificial intelligence : an introduction for architects /
gan: Leach, Neil
Cyhoeddwyd: (2021)

The role of Artificial Intelligence (AI) in the detection and diagnosis of chronic diseases – a review
gan: Zaman, Mumtahina
Cyhoeddwyd: (2022)

Crop production
gan: Hughes, Harold De Mott, 1882-1969
Cyhoeddwyd: (1972)

Global climate change and agricultural production : direct and indirect effects of changing hydrological, pedological, and plant physiological processes /
Cyhoeddwyd: (1996)

Performance comparison of transformer-based models for multi-reasoning in machine reading comprehension
gan: Sayma, Sadika, et al.
Cyhoeddwyd: (2024)

NLP-based AI robot for intelligent interaction
gan: Dastagir, Golam, et al.
Cyhoeddwyd: (2024)

Impact of artificial intelligence in closing the gender gap among women-led industries: a developing country perspective
gan: Basir, S M
Cyhoeddwyd: (2024)

Seasonal siitfting and its impact on crop production: local community perception of Satkhira district
gan: Nipa, Sharmin Nahar, et al.
Cyhoeddwyd: (2017)