Implementing temporally coherent clustering on student activity to predict exam performance & optimizing the learning pathway through markov chain analysis

Implementing temporally coherent clustering on student activity to predict exam performance & optimizing the learning pathway through markov chain analysis

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2019.

Manylion Llyfryddiaeth
Prif Awduron:	Anough, Ahmed Saquif Alam, Hossain, Md. Tahmid, Karim, Kazi Ruzlan, Faruk, Umar
Awduron Eraill:	Arif, Hossain
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2019
Pynciau:	Temporally coherent clustering Exam performance prediction Result prediction Knowledge level determination Cluster analysis > Data processing Machine learning
Mynediad Ar-lein:	http://hdl.handle.net/10361/12816

Eitemau Tebyg

The economics of clusters

Anomaly clustering based on correspondence analysis
gan: Islam, Humayra
Cyhoeddwyd: (2018)

Extractive text summarization using Fuzzy-c-means clustering
gan: Gani, Shafiul
Cyhoeddwyd: (2019)

A new approach for processing X-ray data for detecting mini-halos in galaxy clusters
gan: Jafar, Zareef, et al.
Cyhoeddwyd: (2021)

Qualitative classification of the breast cancer genome and clustering of the cancer gene network
gan: Fatema, Kaniz, et al.
Cyhoeddwyd: (2019)

Integration of data clustering to intelligent email classifier
gan: Zisan, Shahriar Ahmed
Cyhoeddwyd: (2019)

Cluster analysis /
gan: Aldenderfer, Mark S.
Cyhoeddwyd: (1984)

Competition, competitive advantage, and clusters

Identifying the best metrics to find the best quality clusters of genes from gene expression data
gan: Choudhury, Joydhriti, et al.
Cyhoeddwyd: (2019)

Clustering web pages based on doc type structure in a distributed manner
gan: Kader, Kazi Samiul, et al.
Cyhoeddwyd: (2015)

How external standardized language exams and exam prospects affect Bangladeshi students
gan: Janum, Jarjina
Cyhoeddwyd: (2022)

A fast tree based cluster labeling algorithm for Monte Carlo simultaitons
gan: Kamal, Marzuk M., et al.
Cyhoeddwyd: (2010)

Comparison of temporal disaggregation techniques in the case of export of Bangladesh
gan: Islam, Dr. Mohammad Rafiqul
Cyhoeddwyd: (2017)

A holistic approach to promoting early child development: A cluster randomised trial of a group-based, multicomponent intervention in rural Bangladesh
gan: Pitchik, Helen O, et al.
Cyhoeddwyd: (2022)

Site planning for cluster housing /
gan: Untermann, Richard K.
Cyhoeddwyd: (1977)

Engagement of husbands in a maternal nutrition program substantially contributed to greater intake of micronutrient supplements and dietary diversity during pregnancy: Results of a cluster-randomized program evaluation in Bangladesh
gan: Nguyen, Phuong Hong, et al.
Cyhoeddwyd: (2022)

Evaluation of different temporal disaggregation techniques and an application to Italian GDP
gan: Islam, Mohammad Rafiqul
Cyhoeddwyd: (2010)

Spatiotemporal heterogeneity of malnutrition indicators in children under 5 years of age in Bangladesh, 1999–2011
gan: Hasan, Md Tanvir, et al.
Cyhoeddwyd: (2022)

Humanitarian response coordination architecture in Bangladesh Rohingya refugee crisis operation: practice, challenges and prospects
gan: Ahmed, Khaled Masud
Cyhoeddwyd: (2019)

Private tutoring in Afghanistan: the role of private tutoring in the Konkor Exam
gan: Haidari, Rahimullah
Cyhoeddwyd: (2024)

Accelerating IP routing algorithm using graphics processing unit for high speed multimedia communication
gan: Uddin, Jia, et al.
Cyhoeddwyd: (2016)

Advances in spatial and temporal databases : 12th International Symposium, SSTD 2011, Minneapolis, MN, USA, August 24-26, 2011. proceedings /
Cyhoeddwyd: (2011)

Use of machine learning and weather predictions to bridge the gap between consumer demands and the market requirements of food crops
gan: Hasan, Raad, et al.
Cyhoeddwyd: (2021)

Evaluation of a mathematics program for preprimary children in rural Bangladesh
gan: Opel, Aftab, et al.
Cyhoeddwyd: (2016)

Clinical evaluation of dengue and identification of risk factors for severe disease: protocol for a multicentre study in 8 countries
gan: Jaenisch, Thomas, et al.
Cyhoeddwyd: (2018)

Prediction on large scale data using extreme gradient boosting
gan: Sawon, Md.Tariq Hasan, et al.
Cyhoeddwyd: (2016)

House Price Synchronization and Financial Openness : A Dynamic Factor Model Approach /
gan: Katagiri, Mitsuru
Cyhoeddwyd: (2018)

Assessing the water quality of canals in Dhaka city, Bangladesh
gan: Rahman, Md. Kholilur, et al.
Cyhoeddwyd: (2022)

Investigation assistant with suspect anticipating intelligence
gan: Abdullah, Saqueeb, et al.
Cyhoeddwyd: (2019)

Developing a machine learning based prognostic model and a supporting web-based application for predicting the possibility of early diabetes and diabetic kidney disease
gan: Amin, M.M. Shahriar, et al.
Cyhoeddwyd: (2021)

The second curve : thoughts on reinventing society /
gan: Handy, Charles B.
Cyhoeddwyd: (2015)

Understanding university students’ fast food consumption behavior and associated health concern
gan: Chowdhury, Md. Ridowan, et al.
Cyhoeddwyd: (2018)

Analysis on dengue severity using machine learning approach
gan: Sayeed, Sanjana, et al.
Cyhoeddwyd: (2021)

Unsupervised semantic segmentation for localization of wetland area fluctuations
gan: Tahsin, Anika, et al.
Cyhoeddwyd: (2024)

Patterns and trends in food consumption in poor urban and rural households in Bangladesh: cluster analysis of household survey data
gan: Halder, Shantana R, et al.
Cyhoeddwyd: (2020)

RED-LSTM: Real time emotion detection using LSTM
gan: Labiba, Mansura Rahman, et al.
Cyhoeddwyd: (2023)

The death of the West : how dying populations and immigrant invasions imperil our country and civilization /
gan: Buchanan, Patrick J. (Patrick Joseph), 1938-
Cyhoeddwyd: (2002)

Erratum: Prenatal and postnatal supplementation with lipid-based nutrient supplements reduces anemia and iron deficiency in 18-month-old Bangladeshi children: A cluster-randomized effectiveness trial
gan: Matias, Susana L, et al.
Cyhoeddwyd: (2022)

Finding ideal geographical location for businesses using machine learning technique
gan: Mahmud, Mir Ibtid, et al.
Cyhoeddwyd: (2022)

Emotion analysis using machine learning model and deep learning model on DEAP dataset
gan: Hasan, Anita, et al.
Cyhoeddwyd: (2022)