Prediction of bipolar disorder from mental episodes using machine learning approach

Prediction of bipolar disorder from mental episodes using machine learning approach

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2022.

書誌詳細
主要な著者:	Tasmeem, Sumaiya, Rahaman, Motiur, Piasha, Karishma Meherin Khan, Yasar, Samin, Dina, Murshida Akter
その他の著者:	Rahman, Tanvir
フォーマット:	学位論文
言語:	English
出版事項:	Brac University 2023
主題:	Bipolar detection Random forest Machine learning Extreme gradient boosting Decision tree SVM MDQ Logistic regression CatBoost Light-GBM XGBoost Logistic regression analysis Deep learning (Machine learning)
オンライン･アクセス:	http://hdl.handle.net/10361/21779

類似資料

Detecting online recruitment fraud by using machine learning
著者:: Ghosh, Gitanjali, 等
出版事項: (2021)

Heart disease prediction using techniques of classification in machine learning
著者:: Afrose, Sadia, 等
出版事項: (2021)

Prediction on large scale data using extreme gradient boosting
著者:: Sawon, Md.Tariq Hasan, 等
出版事項: (2016)

Stock market prediction using ensemble learning
著者:: Rabbani, Rakin Bin, 等
出版事項: (2021)

Building a credit scoring model to assign a reference score based on credit transaction and relevant profile data
著者:: Islam, Saqib Al, 等
出版事項: (2020)

Comparative analysis and implementation of credit risk prediction through distinct machine learning models
著者:: Turjo, Aquib Abtahi, 等
出版事項: (2021)

Unleashing potential: a data-driven exploration of identifying player potentialities through advanced analytics in sports
著者:: Bhowmik, Prashanta, 等
出版事項: (2024)

Predicting the length of stay in a hospital for a particular disease using machine learning algorithms
著者:: Imam, Saif
出版事項: (2021)

Prediction of earthquakes: a step towards predicting the unpredictable
著者:: Chowdhury, Maheen, 等
出版事項: (2023)

Flood prediction using ensemble machine learning models
著者:: Rahman, Tanvir
出版事項: (2024)

Early detection of chronic kidney disease using machine learning
著者:: Abrar, Tahmid, 等
出版事項: (2019)

Predicting stock market trend from twitter feed and building a framework for Bangladesh
著者:: Karim, Shabab, 等
出版事項: (2018)

A thesis on utilizing machine learning models to predict material hardship
著者:: Das, Tirtha
出版事項: (2024)

Prediction and detection in change of cognitive load for VIP’s by a machine learning approach
著者:: Rahman, Fahim, 等
出版事項: (2021)

Where will you setup your business next?: a machine learning approach to suggest ideal geographical location for new restaurant establishment
著者:: Shihab, Ibne Farabi, 等
出版事項: (2018)

Speech emotion detection using supervised, unsupervised and feature selection algorithms
著者:: Rifat, Abu Nuraiya Mahfuza Yesmin, 等
出版事項: (2019)

Performance analysis of machine learning algorithms for Malware classification
著者:: Bushra, Raisa Hasan, 等
出版事項: (2023)

Performance analysis of machine learning algorithms in resume recommendation systems
著者:: Hasan, Ibteaz, 等
出版事項: (2018)

SCAMM: detection and prevention of SQL injection attacks using a machine learning approach
著者:: Alam, Auninda, 等
出版事項: (2021)

Polycystic ovary syndrome detection using neural network.
著者:: Istiyaq, Tahsin, 等
出版事項: (2024)

Forecasting stock market prices using advanced tools of machine learning
著者:: Anwar, Md. Tawhid, 等
出版事項: (2019)

Performance analysis of different machine learning approaches for single modal facial expression detection
著者:: Zinia, Surovi, 等
出版事項: (2018)

ML based career suggestive system for informal job sector considering cognitive skills
著者:: Tonny, Ms. Ayesha Siddika, 等
出版事項: (2023)

Early detection of breast cancer using machine learning
著者:: Fuad, Wasi Mohammad
出版事項: (2019)

A machine learning approach to detect depression and anxiety using supervised learning
著者:: Ullas, Md Tahmidur Rahman, 等
出版事項: (2019)

Analyzing the security of e-Health data based on a hybrid federated learning model
著者:: Shafin, Md. Mehtabul Islam, 等
出版事項: (2023)

Application of CNN based architectures in detection of distracted drivers
著者:: Arafin, Irfana, 等
出版事項: (2023)

Weather forecasting using Deep Learning
著者:: Fahad, Sheikh Abdul, 等
出版事項: (2023)

Exploring machine learning techniques for symptom-based detection of livestock diseases
著者:: Niloy, Mahir Ahmed, 等
出版事項: (2024)

Identification of fake news using machine learning in distributed system
著者:: Saif, Mehruz, 等
出版事項: (2021)

Application of machine learning techniques on the context of predicting upcoming traffic congestion and providing the best preferred path
著者:: Saquib, Muhammad Sadman, 等
出版事項: (2019)

A supervised learning approach by machine learning and deep learning algorithms to predict type II DM risk
著者:: Farabe, Abdullah Al, 等
出版事項: (2021)

Sentiment analysis for Bengali newspaper headlines
著者:: Hossain, Mohammad Samman, 等
出版事項: (2017)

A feature selection approach to determine obesity using machine learning method
著者:: Antor, Shahidul Alam, 等
出版事項: (2021)

Analysis on dengue severity using machine learning approach
著者:: Sayeed, Sanjana, 等
出版事項: (2021)

Machine learning for stress prediction
著者:: Salehin, Sherajus, 等
出版事項: (2023)

A machine learning approach to analyze and predict rainfall in different regions of Bangladesh
著者:: Rahee, Arnob, 等
出版事項: (2021)

Application of machine learning techniques on the context of livestock analysis
著者:: Islam, Md. Shajedul, 等
出版事項: (2018)

Nonparametric bootstrapping for multiple logistic regression model using R
著者:: Hossain, Ahmed, 等
出版事項: (2010)

Statistical analysis of network data flows and predictions using statistical and machine learning regression models
著者:: Boateng, Albert, 等
出版事項: (2024)