Enhancing crops production based on environmental status using machine learning techniques

Enhancing crops production based on environmental status using machine learning techniques

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2020.

Manylion Llyfryddiaeth
Prif Awduron:	Talukder, Shiyam, Jannat, Habiba, Saha, Sukanta, Sengupta, Katha
Awduron Eraill:	Hossain, Muhammad Iqbal
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2021
Pynciau:	Agricultural productivity KNearest neighbor Collaborative filtering Fuzzy K-Nearest neighbor Machine learning
Mynediad Ar-lein:	http://hdl.handle.net/10361/14731

Eitemau Tebyg

Effectiveness of data mining in predicting heart diseases
gan: Afrin, Shahria, et al.
Cyhoeddwyd: (2018)

A feature selection approach to determine obesity using machine learning method
gan: Antor, Shahidul Alam, et al.
Cyhoeddwyd: (2021)

Flood prediction using machine learning models
gan: Syeed, Miah Mohammad Asif, et al.
Cyhoeddwyd: (2022)

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

Prediction of earthquakes: a step towards predicting the unpredictable
gan: Chowdhury, Maheen, et al.
Cyhoeddwyd: (2023)

Human recognition using wireless router signal
gan: Chowdhury, S. M. A. Muksit, et al.
Cyhoeddwyd: (2019)

A comparative study of car image generation quality using DCGAN and VSGAN
gan: Shayer, Mirza Ahmad, et al.
Cyhoeddwyd: (2022)

EMG controlled bionic robotic arm using artificial intelligence and machine learning
gan: Rupom, Farhan Fuad, et al.
Cyhoeddwyd: (2021)

Sentiment analysis to determine employee job satisfaction using machine learning techniques
gan: Mouli, Nazifa, et al.
Cyhoeddwyd: (2023)

Diagnosis of cervical cancer using effective hybrid model in Bangladesh
gan: Saad-Ul-Kabir, Syed, et al.
Cyhoeddwyd: (2021)

Cardiovascular disease prediction model using Machine Learning Algorithm
gan: Arefin Mirdha, MD Shamsul
Cyhoeddwyd: (2023)

Automatic classified myocardial infarction detection using machine learning and forewarning system with location of the patient using GSM module
gan: Shrestha, Soptorsi Paul, et al.
Cyhoeddwyd: (2021)

Sentimental analysis of food review contents to improve food culture and the quality of virtual content using natural language processing and machine learning
gan: Sarkar, Ripa, et al.
Cyhoeddwyd: (2024)

An approach to detect epileptic seizure using XAI and machine learning
gan: Bijoy, Emam Hasan, et al.
Cyhoeddwyd: (2022)

Fuzzy sets and fuzzy logic : theory and applications /
gan: Klir, George J., 1932-
Cyhoeddwyd: (2015)

A machine learning approach to analyze and predict rainfall in different regions of Bangladesh
gan: Rahee, Arnob, et al.
Cyhoeddwyd: (2021)

Parents’ perception on social determinants of outdoor play for 4 to 6 years old urban children
gan: Nini, Mahsheed Noor
Cyhoeddwyd: (2022)

Implementing a recommender system for CS undergraduate students using machine learning
gan: Tasnuva, Umama Sumlin, et al.
Cyhoeddwyd: (2019)

Intersectoral collaboration: an original way to promote community health promotion
gan: Sarker, Malabika, et al.
Cyhoeddwyd: (2016)

Intrusion of Malware (DDoS) detection in IoT devices using Machine Learning on Cyberspace
gan: Al Amin, Istiak, et al.
Cyhoeddwyd: (2022)

Data analysis on the Bangladesh share market using Machine-Learning
gan: Sadman, Syed Hassan, et al.
Cyhoeddwyd: (2021)

Implementation of fuzzy logic in autonomous irrigation system for efficient use of water
gan: Haque, Mohammad Mahbubul, et al.
Cyhoeddwyd: (2018)

A study of using fuzzy logic based system for adaptation of precise insulin dosage for type II diabetes patients
gan: Prima, Afroza Afrin
Cyhoeddwyd: (2019)

Fuzzy logic: a contemporary technique in refining physicians’ prescribed total daily insulin dosage for type 2 diabetes patients
gan: Tareq, Md. Tariqul Islam
Cyhoeddwyd: (2019)

Adaptive filter theory /
gan: Haykin, Simon S., 1931-
Cyhoeddwyd: (1996)

Modelling and forecasting energy demand of Bangladesh using AI based algorithms
gan: Mahmud, Booshra Nazifa, et al.
Cyhoeddwyd: (2019)

Fuzzy modeling and genetic algorithms for data mining and exploration /
gan: Cox, Earl
Cyhoeddwyd: (2005)

Fuzzy control and modeling : analytical foundations and applications /
gan: Ying, Hao, 1958-
Cyhoeddwyd: (2000)

Fuzzy-neural control : principles, algorithms, and applications /
gan: Nie, Junhong
Cyhoeddwyd: (1995)

Traffic condition awareness using kalman filter technique with the aid of arduino and matlab embedded system author
Cyhoeddwyd: (2018)

N.P.K. based crop suggesting model
gan: Iftekher, Asif, et al.
Cyhoeddwyd: (2020)

Emotion detection using EEG signals
gan: Hossain, Mohammad Adnan
Cyhoeddwyd: (2021)

MOOC mania: implications and collaboration for english language teachers
gan: Miraj, Asek Amin, et al.
Cyhoeddwyd: (2018)

A novel parallel texture feature extraction method using log-gabor filter and singular value decomposition (SVD)
gan: Ratul, Md Aminur Rab, et al.
Cyhoeddwyd: (2018)

Comparative study of 1D de-noising techniques using induction motor fault signals
gan: Lamia, Rehnuma Tasnim, et al.
Cyhoeddwyd: (2016)

The business growth benefits of higher education /
Cyhoeddwyd: (2014)

Effect of affective filters in SLA: beginner level scenario
gan: Masud, Fairuz Binte
Cyhoeddwyd: (2018)

Neural networks and learning machines /
gan: Haykin, Simon S., 1931-
Cyhoeddwyd: (2009)

Evaluating the process of partnership and research in global health: Reflections from the STRIPE project
gan: Kalbarczyk, Anna, et al.
Cyhoeddwyd: (2022)

Examining learners’ and instructors’ perspectives on the use of blended wiki sessions to improve professionals’ writing skills
gan: Dutta, Debashismoy
Cyhoeddwyd: (2016)