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.

ग्रंथसूची विवरण
मुख्य लेखक:	Mahmud, Mahmudul Hasan
अन्य लेखक:	Arif, Hossain
स्वरूप:	थीसिस
भाषा:	en_US
प्रकाशित:	Brac University 2021
विषय:	Diabetes prediction Naïve Bayes Decision tree Random forest Logistic regression SVC Linear SVC KNN LassoCV GridsearchCV KFold StratifiedKFold
ऑनलाइन पहुंच:	http://dspace.bracu.ac.bd/xmlui/handle/10361/14450

समान संसाधन

A feature selection approach to determine obesity using machine learning method
द्वारा: Antor, Shahidul Alam, और अन्य
प्रकाशित: (2021)

Flood prediction using machine learning models
द्वारा: Syeed, Miah Mohammad Asif, और अन्य
प्रकाशित: (2022)

Identification of fake news using machine learning in distributed system
द्वारा: Saif, Mehruz, और अन्य
प्रकाशित: (2021)

A supervised learning approach by machine learning and deep learning algorithms to predict type II DM risk
द्वारा: Farabe, Abdullah Al, और अन्य
प्रकाशित: (2021)

SCAMM: detection and prevention of SQL injection attacks using a machine learning approach
द्वारा: Alam, Auninda, और अन्य
प्रकाशित: (2021)

Heart disease prediction using techniques of classification in machine learning
द्वारा: Afrose, Sadia, और अन्य
प्रकाशित: (2021)

Machine learning In breast cancer prognosis and prediction
द्वारा: Chowdhury, Shah Abul Hasnat, और अन्य
प्रकाशित: (2023)

A voice signal based gender prediction model using random forest classifier
द्वारा: Ahmed, Saif, और अन्य
प्रकाशित: (2018)

Stock market prediction using ensemble learning
द्वारा: Rabbani, Rakin Bin, और अन्य
प्रकाशित: (2021)

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

Machine learning based analysis and prediction of crop yield and prices of Aman, Aus and Boro rice
द्वारा: Bhattacharjee, Ruposri, और अन्य
प्रकाशित: (2024)

Parking data analysis
द्वारा: Ahamed, Kasfi, और अन्य
प्रकाशित: (2023)

Prediction of diabetes induced complications using different machine learning algorithms
द्वारा: Rahman, Tahsinur, और अन्य
प्रकाशित: (2018)

Estimating flood susceptibility of Bangladesh in the future year using machine learning
द्वारा: Alim, Sakib Bin, और अन्य
प्रकाशित: (2021)

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

Sentimental analysis of food review contents to improve food culture and the quality of virtual content using natural language processing and machine learning
द्वारा: Sarkar, Ripa, और अन्य
प्रकाशित: (2024)

A color vision approach considering Reflection Co efficient based on Autoencoder techniques using deep neural networks
द्वारा: Mahmud, Shakib Izaz, और अन्य
प्रकाशित: (2022)

Early grade prediction using profile data
द्वारा: Iqbal, Sumaiya, और अन्य
प्रकाशित: (2021)

Best feature selection and data visualization for breast cancer prediction
द्वारा: Hemel, Tanjim Ahmed, और अन्य
प्रकाशित: (2020)

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

Analysis on the effects of wallstreetbets on the stock market
द्वारा: Hossain, Abir, और अन्य
प्रकाशित: (2022)

A machine learning approach to predict young voter enthusiasm based on non-political factors
द्वारा: Rahman, Md. Nowroz Junaed, और अन्य
प्रकाशित: (2021)

Detecting online recruitment fraud by using machine learning
द्वारा: Ghosh, Gitanjali, और अन्य
प्रकाशित: (2021)

A counseling system to predict the study path for freshmen
द्वारा: Usha, Rowshni Tasneem, और अन्य
प्रकाशित: (2019)

Machine learning for stress prediction
द्वारा: Salehin, Sherajus, और अन्य
प्रकाशित: (2023)

Automated fabric color prediction
द्वारा: Muhtashima, Fawzia, और अन्य
प्रकाशित: (2024)

Prediction of bipolar disorder from mental episodes using machine learning approach
द्वारा: Tasmeem, Sumaiya, और अन्य
प्रकाशित: (2023)

Predicting subject area interest of a student using naive bayes
द्वारा: Hossain, Shakib
प्रकाशित: (2016)

Performance analysis of machine learning algorithms for Malware classification
द्वारा: Bushra, Raisa Hasan, और अन्य
प्रकाशित: (2023)

A machine learning approach to analyze and predict rainfall in different regions of Bangladesh
द्वारा: Rahee, Arnob, और अन्य
प्रकाशित: (2021)

Football offside tracking
द्वारा: Mitu, Ishrat Jahan, और अन्य
प्रकाशित: (2023)

Fighting depression: psychological approaches among Bangladeshi university students
द्वारा: Sen, Sanjib Kumar, और अन्य
प्रकाशित: (2022)

A novel approach to reduce air pollution through machine learning based PM2.5 prediction
द्वारा: Alif, Omar Farhad, और अन्य
प्रकाशित: (2023)

Prediction on large scale data using extreme gradient boosting
द्वारा: Sawon, Md.Tariq Hasan, और अन्य
प्रकाशित: (2016)

Forecasting stock market prices using advanced tools of machine learning
द्वारा: Anwar, Md. Tawhid, और अन्य
प्रकाशित: (2019)

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

Modelling and forecasting energy demand of Bangladesh using AI based algorithms
द्वारा: Mahmud, Booshra Nazifa, और अन्य
प्रकाशित: (2019)

Data analysis on the Bangladesh share market using Machine-Learning
द्वारा: Sadman, Syed Hassan, और अन्य
प्रकाशित: (2021)

Analyzing CV/resume using natural language processing and machine learning
द्वारा: Reza, Md. Tanzim, और अन्य
प्रकाशित: (2018)

An approach to detect epileptic seizure using XAI and machine learning
द्वारा: Bijoy, Emam Hasan, और अन्य
प्रकाशित: (2022)