A feature selection approach to determine obesity using machine learning method

A feature selection approach to determine obesity using machine learning method

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

Sonraí bibleagrafaíochta
Príomhchruthaitheoirí:	Antor, Shahidul Alam, Ahmed, Jawad, Nayen, Zulker, Tabassum, Farisha, Mahbub, Rasheda
Rannpháirtithe:	Ajwad, Rasif
Formáid:	Tráchtas
Teanga:	English
Foilsithe / Cruthaithe:	Brac University 2021
Ábhair:	Obesity BMI Machine Learning Naive Bayes Random Forest Decision tree K-Nearest Neighbors (KNN) Logistic Regression Obesity.
Rochtain ar líne:	http://hdl.handle.net/10361/14972

Míreanna comhchosúla

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

Tackling the problem of childhood obesity
de réir: Abedin, Shireen
Foilsithe / Cruthaithe: (2016)

Effectiveness of data mining in predicting heart diseases
de réir: Afrin, Shahria, et al.
Foilsithe / Cruthaithe: (2018)

Flood prediction using machine learning models
de réir: Syeed, Miah Mohammad Asif, et al.
Foilsithe / Cruthaithe: (2022)

Effect Of sodium glucose co-transporter 2 inhibitors on weight reduction in overweight and obese population: A review
de réir: Mahin, Md. Tamjidur Rahman
Foilsithe / Cruthaithe: (2024)

Best feature selection and data visualization for breast cancer prediction
de réir: Hemel, Tanjim Ahmed, et al.
Foilsithe / Cruthaithe: (2020)

Childhood obesity in early years: parental perceptions in Dhaka city
de réir: Sultana, Sadia
Foilsithe / Cruthaithe: (2021)

The applications of data mining and machine learning in Bangladesh for disease pattern analysis and prediction
de réir: Mahmud, Mahmudul Hasan
Foilsithe / Cruthaithe: (2021)

An approach to detect epileptic seizure using XAI and machine learning
de réir: Bijoy, Emam Hasan, et al.
Foilsithe / Cruthaithe: (2022)

Sentiment analysis to determine employee job satisfaction using machine learning techniques
de réir: Mouli, Nazifa, et al.
Foilsithe / Cruthaithe: (2023)

SCAMM: detection and prevention of SQL injection attacks using a machine learning approach
de réir: Alam, Auninda, et al.
Foilsithe / Cruthaithe: (2021)

Diagnosis of cervical cancer using effective hybrid model in Bangladesh
de réir: Saad-Ul-Kabir, Syed, et al.
Foilsithe / Cruthaithe: (2021)

Prevalence and associated factors of underweight, overweight, and obesity Among Bangladeshi adults: An analysis of demographic and health survey 2017-18
de réir: Gupta, Rajat Das, et al.
Foilsithe / Cruthaithe: (2022)

Nationally representative surveys show gradual shifting of overweight and obesity towards poor and less-educated women of reproductive age in Nepal
de réir: Sutradhar, Ipsita, et al.
Foilsithe / Cruthaithe: (2022)

A machine learning approach to analyze and predict rainfall in different regions of Bangladesh
de réir: Rahee, Arnob, et al.
Foilsithe / Cruthaithe: (2021)

Enhancing crops production based on environmental status using machine learning techniques
de réir: Talukder, Shiyam, et al.
Foilsithe / Cruthaithe: (2021)

A survey on childhood obesity: an alarming epidemic of Bangladesh
de réir: Sohan, Sajid
Foilsithe / Cruthaithe: (2020)

Differences in prevalence and associated factors of underweight and overweight/obesity according to rural–urban residence strata among women of reproductive age in Bangladesh: Evidence from a cross-sectional national survey
de réir: Hashan, Mohammad Rashidul, et al.
Foilsithe / Cruthaithe: (2022)

Cardiovascular disease prediction model using Machine Learning Algorithm
de réir: Arefin Mirdha, MD Shamsul
Foilsithe / Cruthaithe: (2023)

Unveiling underlying patterns, drivers and anomalies in cryptocurrency price dynamics through feature fusion of financial indicators and sentiment fluctuations
de réir: Rabbi, Md. Nafis
Foilsithe / Cruthaithe: (2024)

Intrusion of Malware (DDoS) detection in IoT devices using Machine Learning on Cyberspace
de réir: Al Amin, Istiak, et al.
Foilsithe / Cruthaithe: (2022)

Performance analysis of machine learning algorithms for Malware classification
de réir: Bushra, Raisa Hasan, et al.
Foilsithe / Cruthaithe: (2023)

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

Analysis on the effects of wallstreetbets on the stock market
de réir: Hossain, Abir, et al.
Foilsithe / Cruthaithe: (2022)

Overweight and obesity among children and adolescents in Bangladesh: a systematic review and meta-analysis
de réir: Biswas, Tuhin, et al.
Foilsithe / Cruthaithe: (2018)

Frequency of television viewing and association with overweight and obesity among women of the reproductive age group in Myanmar: Results from a nationwide cross-sectional survey
de réir: Gupta, Rajat Das, et al.
Foilsithe / Cruthaithe: (2022)

A comparative study of car image generation quality using DCGAN and VSGAN
de réir: Shayer, Mirza Ahmad, et al.
Foilsithe / Cruthaithe: (2022)

Prevalence of Non-communicable disease risk factors among adolescent girls and boys in Bangladesh: Evidence from the National Nutrition Surveillance Study
de réir: Urmy, Nushrat Jahan, et al.
Foilsithe / Cruthaithe: (2022)

Modelling and forecasting energy demand of Bangladesh using AI based algorithms
de réir: Mahmud, Booshra Nazifa, et al.
Foilsithe / Cruthaithe: (2019)

Parking data analysis
de réir: Ahamed, Kasfi, et al.
Foilsithe / Cruthaithe: (2023)

Prediction of earthquakes: a step towards predicting the unpredictable
de réir: Chowdhury, Maheen, et al.
Foilsithe / Cruthaithe: (2023)

Prevalence and associated factors of underweight, overweight and obesity among women of reproductive age group in the Maldives: Evidence from a nationally representative study
de réir: Hashan, Mohammad Rashidul, et al.
Foilsithe / Cruthaithe: (2022)

Heart disease prediction using techniques of classification in machine learning
de réir: Afrose, Sadia, et al.
Foilsithe / Cruthaithe: (2021)

Heterogeneous contributions of change in population distribution of body mass index to change in obesity and underweight
de réir: NCD Risk Factor Collaboration (NCD-RisC)
Foilsithe / Cruthaithe: (2022)

Utilizing machine learning to project the nancial outcomes of reconnecting with potential customers of the same industry
de réir: Hossain, Shoumik, et al.
Foilsithe / Cruthaithe: (2022)

A color vision approach considering Reflection Co efficient based on Autoencoder techniques using deep neural networks
de réir: Mahmud, Shakib Izaz, et al.
Foilsithe / Cruthaithe: (2022)

A supervised learning approach by machine learning and deep learning algorithms to predict type II DM risk
de réir: Farabe, Abdullah Al, et al.
Foilsithe / Cruthaithe: (2021)

Association of SIRT6 with obesity and diabetes
de réir: Tabassum, Sameha
Foilsithe / Cruthaithe: (2024)

Association of frequency of television watching with overweight and obesity among women of reproductive age in India: Evidence from a nationally representative study
de réir: Gupta, Rajat Das, et al.
Foilsithe / Cruthaithe: (2022)

Predicting brain age from EEG signals using machine learning and neural network
de réir: Pratanu, Abul Mushfique Muslah, et al.
Foilsithe / Cruthaithe: (2023)