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.

Detaylı Bibliyografya
Asıl Yazarlar:	Tasmeem, Sumaiya, Rahaman, Motiur, Piasha, Karishma Meherin Khan, Yasar, Samin, Dina, Murshida Akter
Diğer Yazarlar:	Rahman, Tanvir
Materyal Türü:	Tez
Dil:	English
Baskı/Yayın Bilgisi:	Brac University 2023
Konular:	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)
Online Erişim:	http://hdl.handle.net/10361/21779

Benzer Materyaller

Detecting online recruitment fraud by using machine learning
Yazar:: Ghosh, Gitanjali, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

Heart disease prediction using techniques of classification in machine learning
Yazar:: Afrose, Sadia, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

Prediction on large scale data using extreme gradient boosting
Yazar:: Sawon, Md.Tariq Hasan, ve diğerleri
Baskı/Yayın Bilgisi: (2016)

Stock market prediction using ensemble learning
Yazar:: Rabbani, Rakin Bin, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

Building a credit scoring model to assign a reference score based on credit transaction and relevant profile data
Yazar:: Islam, Saqib Al, ve diğerleri
Baskı/Yayın Bilgisi: (2020)

Comparative analysis and implementation of credit risk prediction through distinct machine learning models
Yazar:: Turjo, Aquib Abtahi, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

Unleashing potential: a data-driven exploration of identifying player potentialities through advanced analytics in sports
Yazar:: Bhowmik, Prashanta, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

Predicting the length of stay in a hospital for a particular disease using machine learning algorithms
Yazar:: Imam, Saif
Baskı/Yayın Bilgisi: (2021)

Prediction of earthquakes: a step towards predicting the unpredictable
Yazar:: Chowdhury, Maheen, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Flood prediction using ensemble machine learning models
Yazar:: Rahman, Tanvir
Baskı/Yayın Bilgisi: (2024)

Early detection of chronic kidney disease using machine learning
Yazar:: Abrar, Tahmid, ve diğerleri
Baskı/Yayın Bilgisi: (2019)

Predicting stock market trend from twitter feed and building a framework for Bangladesh
Yazar:: Karim, Shabab, ve diğerleri
Baskı/Yayın Bilgisi: (2018)

A thesis on utilizing machine learning models to predict material hardship
Yazar:: Das, Tirtha
Baskı/Yayın Bilgisi: (2024)

Prediction and detection in change of cognitive load for VIP’s by a machine learning approach
Yazar:: Rahman, Fahim, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

Where will you setup your business next?: a machine learning approach to suggest ideal geographical location for new restaurant establishment
Yazar:: Shihab, Ibne Farabi, ve diğerleri
Baskı/Yayın Bilgisi: (2018)

Speech emotion detection using supervised, unsupervised and feature selection algorithms
Yazar:: Rifat, Abu Nuraiya Mahfuza Yesmin, ve diğerleri
Baskı/Yayın Bilgisi: (2019)

Performance analysis of machine learning algorithms for Malware classification
Yazar:: Bushra, Raisa Hasan, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Performance analysis of machine learning algorithms in resume recommendation systems
Yazar:: Hasan, Ibteaz, ve diğerleri
Baskı/Yayın Bilgisi: (2018)

SCAMM: detection and prevention of SQL injection attacks using a machine learning approach
Yazar:: Alam, Auninda, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

Polycystic ovary syndrome detection using neural network.
Yazar:: Istiyaq, Tahsin, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

Forecasting stock market prices using advanced tools of machine learning
Yazar:: Anwar, Md. Tawhid, ve diğerleri
Baskı/Yayın Bilgisi: (2019)

Performance analysis of different machine learning approaches for single modal facial expression detection
Yazar:: Zinia, Surovi, ve diğerleri
Baskı/Yayın Bilgisi: (2018)

ML based career suggestive system for informal job sector considering cognitive skills
Yazar:: Tonny, Ms. Ayesha Siddika, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Early detection of breast cancer using machine learning
Yazar:: Fuad, Wasi Mohammad
Baskı/Yayın Bilgisi: (2019)

A machine learning approach to detect depression and anxiety using supervised learning
Yazar:: Ullas, Md Tahmidur Rahman, ve diğerleri
Baskı/Yayın Bilgisi: (2019)

Analyzing the security of e-Health data based on a hybrid federated learning model
Yazar:: Shafin, Md. Mehtabul Islam, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Application of CNN based architectures in detection of distracted drivers
Yazar:: Arafin, Irfana, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Weather forecasting using Deep Learning
Yazar:: Fahad, Sheikh Abdul, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Exploring machine learning techniques for symptom-based detection of livestock diseases
Yazar:: Niloy, Mahir Ahmed, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

Identification of fake news using machine learning in distributed system
Yazar:: Saif, Mehruz, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

Application of machine learning techniques on the context of predicting upcoming traffic congestion and providing the best preferred path
Yazar:: Saquib, Muhammad Sadman, ve diğerleri
Baskı/Yayın Bilgisi: (2019)

A supervised learning approach by machine learning and deep learning algorithms to predict type II DM risk
Yazar:: Farabe, Abdullah Al, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

Sentiment analysis for Bengali newspaper headlines
Yazar:: Hossain, Mohammad Samman, ve diğerleri
Baskı/Yayın Bilgisi: (2017)

A feature selection approach to determine obesity using machine learning method
Yazar:: Antor, Shahidul Alam, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

Analysis on dengue severity using machine learning approach
Yazar:: Sayeed, Sanjana, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

Machine learning for stress prediction
Yazar:: Salehin, Sherajus, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

A machine learning approach to analyze and predict rainfall in different regions of Bangladesh
Yazar:: Rahee, Arnob, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

Application of machine learning techniques on the context of livestock analysis
Yazar:: Islam, Md. Shajedul, ve diğerleri
Baskı/Yayın Bilgisi: (2018)

Nonparametric bootstrapping for multiple logistic regression model using R
Yazar:: Hossain, Ahmed, ve diğerleri
Baskı/Yayın Bilgisi: (2010)

Statistical analysis of network data flows and predictions using statistical and machine learning regression models
Yazar:: Boateng, Albert, ve diğerleri
Baskı/Yayın Bilgisi: (2024)