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.

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς:	Antor, Shahidul Alam, Ahmed, Jawad, Nayen, Zulker, Tabassum, Farisha, Mahbub, Rasheda
Άλλοι συγγραφείς:	Ajwad, Rasif
Μορφή:	Thesis
Γλώσσα:	English
Έκδοση:	Brac University 2021
Θέματα:	Obesity BMI Machine Learning Naive Bayes Random Forest Decision tree K-Nearest Neighbors (KNN) Logistic Regression Obesity.
Διαθέσιμο Online:	http://hdl.handle.net/10361/14972

Παρόμοια τεκμήρια

Sentimental analysis of food review contents to improve food culture and the quality of virtual content using natural language processing and machine learning
ανά: Sarkar, Ripa, κ.ά.
Έκδοση: (2024)

Tackling the problem of childhood obesity
ανά: Abedin, Shireen
Έκδοση: (2016)

Effectiveness of data mining in predicting heart diseases
ανά: Afrin, Shahria, κ.ά.
Έκδοση: (2018)

Flood prediction using machine learning models
ανά: Syeed, Miah Mohammad Asif, κ.ά.
Έκδοση: (2022)

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

Best feature selection and data visualization for breast cancer prediction
ανά: Hemel, Tanjim Ahmed, κ.ά.
Έκδοση: (2020)

Childhood obesity in early years: parental perceptions in Dhaka city
ανά: Sultana, Sadia
Έκδοση: (2021)

The applications of data mining and machine learning in Bangladesh for disease pattern analysis and prediction
ανά: Mahmud, Mahmudul Hasan
Έκδοση: (2021)

An approach to detect epileptic seizure using XAI and machine learning
ανά: Bijoy, Emam Hasan, κ.ά.
Έκδοση: (2022)

Sentiment analysis to determine employee job satisfaction using machine learning techniques
ανά: Mouli, Nazifa, κ.ά.
Έκδοση: (2023)

SCAMM: detection and prevention of SQL injection attacks using a machine learning approach
ανά: Alam, Auninda, κ.ά.
Έκδοση: (2021)

Diagnosis of cervical cancer using effective hybrid model in Bangladesh
ανά: Saad-Ul-Kabir, Syed, κ.ά.
Έκδοση: (2021)

Prevalence and associated factors of underweight, overweight, and obesity Among Bangladeshi adults: An analysis of demographic and health survey 2017-18
ανά: Gupta, Rajat Das, κ.ά.
Έκδοση: (2022)

Nationally representative surveys show gradual shifting of overweight and obesity towards poor and less-educated women of reproductive age in Nepal
ανά: Sutradhar, Ipsita, κ.ά.
Έκδοση: (2022)

A machine learning approach to analyze and predict rainfall in different regions of Bangladesh
ανά: Rahee, Arnob, κ.ά.
Έκδοση: (2021)

Enhancing crops production based on environmental status using machine learning techniques
ανά: Talukder, Shiyam, κ.ά.
Έκδοση: (2021)

A survey on childhood obesity: an alarming epidemic of Bangladesh
ανά: Sohan, Sajid
Έκδοση: (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
ανά: Hashan, Mohammad Rashidul, κ.ά.
Έκδοση: (2022)

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

Unveiling underlying patterns, drivers and anomalies in cryptocurrency price dynamics through feature fusion of financial indicators and sentiment fluctuations
ανά: Rabbi, Md. Nafis
Έκδοση: (2024)

Intrusion of Malware (DDoS) detection in IoT devices using Machine Learning on Cyberspace
ανά: Al Amin, Istiak, κ.ά.
Έκδοση: (2022)

Performance analysis of machine learning algorithms for Malware classification
ανά: Bushra, Raisa Hasan, κ.ά.
Έκδοση: (2023)

Automatic classified myocardial infarction detection using machine learning and forewarning system with location of the patient using GSM module
ανά: Shrestha, Soptorsi Paul, κ.ά.
Έκδοση: (2021)

Analysis on the effects of wallstreetbets on the stock market
ανά: Hossain, Abir, κ.ά.
Έκδοση: (2022)

Overweight and obesity among children and adolescents in Bangladesh: a systematic review and meta-analysis
ανά: Biswas, Tuhin, κ.ά.
Έκδοση: (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
ανά: Gupta, Rajat Das, κ.ά.
Έκδοση: (2022)

A comparative study of car image generation quality using DCGAN and VSGAN
ανά: Shayer, Mirza Ahmad, κ.ά.
Έκδοση: (2022)

Prevalence of Non-communicable disease risk factors among adolescent girls and boys in Bangladesh: Evidence from the National Nutrition Surveillance Study
ανά: Urmy, Nushrat Jahan, κ.ά.
Έκδοση: (2022)

Modelling and forecasting energy demand of Bangladesh using AI based algorithms
ανά: Mahmud, Booshra Nazifa, κ.ά.
Έκδοση: (2019)

Parking data analysis
ανά: Ahamed, Kasfi, κ.ά.
Έκδοση: (2023)

Prediction of earthquakes: a step towards predicting the unpredictable
ανά: Chowdhury, Maheen, κ.ά.
Έκδοση: (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
ανά: Hashan, Mohammad Rashidul, κ.ά.
Έκδοση: (2022)

Heart disease prediction using techniques of classification in machine learning
ανά: Afrose, Sadia, κ.ά.
Έκδοση: (2021)

Heterogeneous contributions of change in population distribution of body mass index to change in obesity and underweight
ανά: NCD Risk Factor Collaboration (NCD-RisC)
Έκδοση: (2022)

Utilizing machine learning to project the nancial outcomes of reconnecting with potential customers of the same industry
ανά: Hossain, Shoumik, κ.ά.
Έκδοση: (2022)

A color vision approach considering Reflection Co efficient based on Autoencoder techniques using deep neural networks
ανά: Mahmud, Shakib Izaz, κ.ά.
Έκδοση: (2022)

A supervised learning approach by machine learning and deep learning algorithms to predict type II DM risk
ανά: Farabe, Abdullah Al, κ.ά.
Έκδοση: (2021)

Association of SIRT6 with obesity and diabetes
ανά: Tabassum, Sameha
Έκδοση: (2024)

Association of frequency of television watching with overweight and obesity among women of reproductive age in India: Evidence from a nationally representative study
ανά: Gupta, Rajat Das, κ.ά.
Έκδοση: (2022)

Predicting brain age from EEG signals using machine learning and neural network
ανά: Pratanu, Abul Mushfique Muslah, κ.ά.
Έκδοση: (2023)