The applications of data mining and machine learning in Bangladesh for disease pattern analysis and prediction

The applications of data mining and machine learning in Bangladesh for disease pattern analysis and prediction

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

التفاصيل البيبلوغرافية
المؤلف الرئيسي:	Mahmud, Mahmudul Hasan
مؤلفون آخرون:	Arif, Hossain
التنسيق:	أطروحة
اللغة:	en_US
منشور في:	Brac University 2021
الموضوعات:	Diabetes prediction Naïve Bayes Decision tree Random forest Logistic regression SVC Linear SVC KNN LassoCV GridsearchCV KFold StratifiedKFold
الوصول للمادة أونلاين:	http://dspace.bracu.ac.bd/xmlui/handle/10361/14450

مواد مشابهة

A feature selection approach to determine obesity using machine learning method
بواسطة: Antor, Shahidul Alam, وآخرون
منشور في: (2021)

Flood prediction using machine learning models
بواسطة: Syeed, Miah Mohammad Asif, وآخرون
منشور في: (2022)

Identification of fake news using machine learning in distributed system
بواسطة: Saif, Mehruz, وآخرون
منشور في: (2021)

A supervised learning approach by machine learning and deep learning algorithms to predict type II DM risk
بواسطة: Farabe, Abdullah Al, وآخرون
منشور في: (2021)

SCAMM: detection and prevention of SQL injection attacks using a machine learning approach
بواسطة: Alam, Auninda, وآخرون
منشور في: (2021)

Heart disease prediction using techniques of classification in machine learning
بواسطة: Afrose, Sadia, وآخرون
منشور في: (2021)

Machine learning In breast cancer prognosis and prediction
بواسطة: Chowdhury, Shah Abul Hasnat, وآخرون
منشور في: (2023)

A voice signal based gender prediction model using random forest classifier
بواسطة: Ahmed, Saif, وآخرون
منشور في: (2018)

Stock market prediction using ensemble learning
بواسطة: Rabbani, Rakin Bin, وآخرون
منشور في: (2021)

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

Machine learning based analysis and prediction of crop yield and prices of Aman, Aus and Boro rice
بواسطة: Bhattacharjee, Ruposri, وآخرون
منشور في: (2024)

Parking data analysis
بواسطة: Ahamed, Kasfi, وآخرون
منشور في: (2023)

Prediction of diabetes induced complications using different machine learning algorithms
بواسطة: Rahman, Tahsinur, وآخرون
منشور في: (2018)

Estimating flood susceptibility of Bangladesh in the future year using machine learning
بواسطة: Alim, Sakib Bin, وآخرون
منشور في: (2021)

OpenCV 2 computer vision application programming cookbook : over 50 recipes to master this library of programming functions for real-time computer vision /
بواسطة: Laganière,R
منشور في: (2011)

Sentimental analysis of food review contents to improve food culture and the quality of virtual content using natural language processing and machine learning
بواسطة: Sarkar, Ripa, وآخرون
منشور في: (2024)

A color vision approach considering Reflection Co efficient based on Autoencoder techniques using deep neural networks
بواسطة: Mahmud, Shakib Izaz, وآخرون
منشور في: (2022)

Early grade prediction using profile data
بواسطة: Iqbal, Sumaiya, وآخرون
منشور في: (2021)

Best feature selection and data visualization for breast cancer prediction
بواسطة: Hemel, Tanjim Ahmed, وآخرون
منشور في: (2020)

Cardiovascular disease prediction model using Machine Learning Algorithm
بواسطة: Arefin Mirdha, MD Shamsul
منشور في: (2023)

Analysis on the effects of wallstreetbets on the stock market
بواسطة: Hossain, Abir, وآخرون
منشور في: (2022)

A machine learning approach to predict young voter enthusiasm based on non-political factors
بواسطة: Rahman, Md. Nowroz Junaed, وآخرون
منشور في: (2021)

Detecting online recruitment fraud by using machine learning
بواسطة: Ghosh, Gitanjali, وآخرون
منشور في: (2021)

A counseling system to predict the study path for freshmen
بواسطة: Usha, Rowshni Tasneem, وآخرون
منشور في: (2019)

Machine learning for stress prediction
بواسطة: Salehin, Sherajus, وآخرون
منشور في: (2023)

Automated fabric color prediction
بواسطة: Muhtashima, Fawzia, وآخرون
منشور في: (2024)

Prediction of bipolar disorder from mental episodes using machine learning approach
بواسطة: Tasmeem, Sumaiya, وآخرون
منشور في: (2023)

Predicting subject area interest of a student using naive bayes
بواسطة: Hossain, Shakib
منشور في: (2016)

Performance analysis of machine learning algorithms for Malware classification
بواسطة: Bushra, Raisa Hasan, وآخرون
منشور في: (2023)

A machine learning approach to analyze and predict rainfall in different regions of Bangladesh
بواسطة: Rahee, Arnob, وآخرون
منشور في: (2021)

Football offside tracking
بواسطة: Mitu, Ishrat Jahan, وآخرون
منشور في: (2023)

Fighting depression: psychological approaches among Bangladeshi university students
بواسطة: Sen, Sanjib Kumar, وآخرون
منشور في: (2022)

A novel approach to reduce air pollution through machine learning based PM2.5 prediction
بواسطة: Alif, Omar Farhad, وآخرون
منشور في: (2023)

Prediction on large scale data using extreme gradient boosting
بواسطة: Sawon, Md.Tariq Hasan, وآخرون
منشور في: (2016)

Forecasting stock market prices using advanced tools of machine learning
بواسطة: Anwar, Md. Tawhid, وآخرون
منشور في: (2019)

Predicting the length of stay in a hospital for a particular disease using machine learning algorithms
بواسطة: Imam, Saif
منشور في: (2021)

Modelling and forecasting energy demand of Bangladesh using AI based algorithms
بواسطة: Mahmud, Booshra Nazifa, وآخرون
منشور في: (2019)

Data analysis on the Bangladesh share market using Machine-Learning
بواسطة: Sadman, Syed Hassan, وآخرون
منشور في: (2021)

Analyzing CV/resume using natural language processing and machine learning
بواسطة: Reza, Md. Tanzim, وآخرون
منشور في: (2018)

An approach to detect epileptic seizure using XAI and machine learning
بواسطة: Bijoy, Emam Hasan, وآخرون
منشور في: (2022)