Fighting depression: psychological approaches among Bangladeshi university students

Fighting depression: psychological approaches among Bangladeshi university students

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

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς:	Sen, Sanjib Kumar, Apurba, Md. Shifatul Ahsan
Άλλοι συγγραφείς:	Anwar, Md. Tawhid
Μορφή:	Thesis
Γλώσσα:	English
Έκδοση:	Brac University 2022
Θέματα:	Depression Mental health Prediction Random forest Gaussian Naive Bayes Deep learning Neural networks Decision tree Support Vector Machine Machine learning Cognitive learning theory (Deep learning) Neural networks (Computer science)
Διαθέσιμο Online:	http://hdl.handle.net/10361/17137

Παρόμοια τεκμήρια

Comparative analysis and implementation of credit risk prediction through distinct machine learning models
ανά: Turjo, Aquib Abtahi, κ.ά.
Έκδοση: (2021)

A hybrid rumor detection model derived from a comparative study of supervised approaches
ανά: Aothoi, Mehzabin Sadat, κ.ά.
Έκδοση: (2023)

Application of CNN based architectures in detection of distracted drivers
ανά: Arafin, Irfana, κ.ά.
Έκδοση: (2023)

A machine learning approach to detect depression and anxiety using supervised learning
ανά: Ullas, Md Tahmidur Rahman, κ.ά.
Έκδοση: (2019)

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

A machine learning approach to predict young voter enthusiasm based on non-political factors
ανά: Rahman, Md. Nowroz Junaed, κ.ά.
Έκδοση: (2021)

Demystifying second hand car market in Bangladesh using multimodal machine learning techniques
ανά: Islam, Roman, κ.ά.
Έκδοση: (2024)

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

Predicting depression in Bangladeshi undergraduates using machine learning
ανά: Choudhury, Ahnaf Atef, κ.ά.
Έκδοση: (2019)

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

Rating detection by reviews using ML and NLP towards mobile phone recommendation
ανά: Sarker, Md Wafi, κ.ά.
Έκδοση: (2023)

Classification and Explanation of Different Internet of Things (IoT) Network Attacks using Machine Learning, Deep Learning and XAI
ανά: Tasnim, Anika, κ.ά.
Έκδοση: (2022)

Implementing machine learning techniques to forecast floods In Bangladesh based on historical data
ανά: Toufique, S.M, κ.ά.
Έκδοση: (2024)

Detecting self-esteem level and depressive indication due to different parenting style using supervised learning techniques
ανά: Al Taawab, Abdullah, κ.ά.
Έκδοση: (2022)

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)

Estimating flood susceptibility of Bangladesh in the future year using machine learning
ανά: Alim, Sakib Bin, κ.ά.
Έκδοση: (2021)

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

Prediction of anxiety and depression among the transgender in Bangladesh
ανά: Easha, Ishrat Jahan, κ.ά.
Έκδοση: (2023)

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

An effective machine learning approach for sentiment analysis of restaurant reviews
ανά: Karim, Rabita
Έκδοση: (2018)

Predicting the outcome of purchasing a hotel package to assist policymakers using machine learning
ανά: Islam, Zahedul, κ.ά.
Έκδοση: (2023)

An efficient deep learning approach to detect skin Cancer
ανά: Islam, Ashfaqul, κ.ά.
Έκδοση: (2022)

An efficient deep learning approach to classify white blood cells
ανά: Turja, Afif Ibna Kadir Khan, κ.ά.
Έκδοση: (2024)

Corn leaf disease detection using deep convolution neural network
ανά: Rabbi, Rawhatur, κ.ά.
Έκδοση: (2023)

An efficient ML approach to detect brain tumor using MRI images
ανά: Muktadir, MD. Arafat, κ.ά.
Έκδοση: (2024)

Visual object classification from fMRI data
ανά: Newaz, Syed Mishar, κ.ά.
Έκδοση: (2022)

Aspect based opinion mining on restaurant reviews
ανά: Tonmoy, Sazid Hasan, κ.ά.
Έκδοση: (2024)

Performance analysis of machine learning classi ers for detecting PE malware
ανά: Azmee, ABM.Adnan, κ.ά.
Έκδοση: (2020)

An implementation and analysis of deep learning models for the detection of wheat diseases
ανά: Zubair, Ahmad, κ.ά.
Έκδοση: (2024)

Predicting depression in Bangladeshi undergraduates using machine learning
ανά: Choudhury, Ahnaf Atef, κ.ά.
Έκδοση: (2019)

A conventional & deep learning strategy for analyzing & detecting Bengali fake news in online medium
ανά: Ahmed, Istiak, κ.ά.
Έκδοση: (2023)

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

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

Deep learning-based hybrid multi-task model for adrenocortical carcinoma segmentation and classification
ανά: Datta, Nirjhor, κ.ά.
Έκδοση: (2024)

Automated detection of Malignant Lesions in the ovary using deep learning models and XAI
ανά: Ifty, Md. Hasin Sarwar, κ.ά.
Έκδοση: (2024)

Skin cancer detection and classification using multiple optimized deep convolutional neural network
ανά: Sakir, Adnan, κ.ά.
Έκδοση: (2023)

A counseling system to predict the study path for freshmen
ανά: Usha, Rowshni Tasneem, κ.ά.
Έκδοση: (2019)

Credit card fraud detection using machine learning techniques
ανά: Kabir, Tasmia, κ.ά.
Έκδοση: (2021)

Multimodal fake news detection using text and image
ανά: Biswas, Trisha, κ.ά.
Έκδοση: (2024)

Hybrid recommendation system of intelligent captioning using deep learning networks
ανά: Wasi, Ahamed Al, κ.ά.
Έκδοση: (2024)