Building a credit scoring model to assign a reference score based on credit transaction and relevant profile data

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:	Islam, Saqib Al, Aziz, Rifah Sama, Ahmed, Aritra, Abida, Fauzia
Awduron Eraill:	Majumdar, Mahbub Alam
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2020
Pynciau:	Credit score Credit risk Loan assessment Machine learning Artifcial intelligence Random forests Gradient boosting GBM Extreme gradient boosting Deep neural networks Interpret-ability Finance > Data processing.
Mynediad Ar-lein:	http://hdl.handle.net/10361/13644

Eitemau Tebyg

Prediction on large scale data using extreme gradient boosting
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Cyhoeddwyd: (2016)

Prediction of bipolar disorder from mental episodes using machine learning approach
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Cyhoeddwyd: (2023)

A machine learning approach to credit default prediction and Individual credit scoring
gan: Rahman, Md. Jaber, et al.
Cyhoeddwyd: (2018)

Detecting online recruitment fraud by using machine learning
gan: Ghosh, Gitanjali, et al.
Cyhoeddwyd: (2021)

Comparative analysis and implementation of credit risk prediction through distinct machine learning models
gan: Turjo, Aquib Abtahi, et al.
Cyhoeddwyd: (2021)

Prediction of earthquakes: a step towards predicting the unpredictable
gan: Chowdhury, Maheen, et al.
Cyhoeddwyd: (2023)

Consumer credit models
gan: Thomas, L. C.

Stock market prediction using ensemble learning
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Cyhoeddwyd: (2021)

ML based career suggestive system for informal job sector considering cognitive skills
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Cyhoeddwyd: (2023)

Speech emotion detection using supervised, unsupervised and feature selection algorithms
gan: Rifat, Abu Nuraiya Mahfuza Yesmin, et al.
Cyhoeddwyd: (2019)

Early detection of chronic kidney disease using machine learning
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Cyhoeddwyd: (2019)

Prediction and detection in change of cognitive load for VIP’s by a machine learning approach
gan: Rahman, Fahim, et al.
Cyhoeddwyd: (2021)

Finding habitable exo planets using boosting algorithm
gan: Rahman, Md. Mashfiq, et al.
Cyhoeddwyd: (2020)

Diagnosis of cervical cancer using effective hybrid model in Bangladesh
gan: Saad-Ul-Kabir, Syed, et al.
Cyhoeddwyd: (2021)

Automated short answer scoring
gan: Mithu, M. Rayhan Ahmed, et al.
Cyhoeddwyd: (2017)

Exploring machine learning techniques for symptom-based detection of livestock diseases
gan: Niloy, Mahir Ahmed, et al.
Cyhoeddwyd: (2024)

The perspective of Net Promoter Score (NPS) in Grameenphone Ltd.
gan: Rahman, Md. Ashikur
Cyhoeddwyd: (2017)

Automated essay scoring for Bangla
gan: Mahjabin, Rubayet, et al.
Cyhoeddwyd: (2024)

Credit Data and Scoring
gan: Rosenblatt, Eric
Cyhoeddwyd: (2020)

Credit Data and Scoring
gan: Rosenblatt, Eric
Cyhoeddwyd: (2020)

Selection of credit customers and assessment of working capital credit needs
gan: Zaman, Nahian
Cyhoeddwyd: (2017)

Unleashing potential: a data-driven exploration of identifying player potentialities through advanced analytics in sports
gan: Bhowmik, Prashanta, et al.
Cyhoeddwyd: (2024)

PDFGuardian: An innovative approach to interpretable PDF malware detection using XAI with SHAP framework
gan: Rahman, Tahsinur, et al.
Cyhoeddwyd: (2023)

Credit operational process of United Finance Limited
gan: Asimuzzaman, Sheikh
Cyhoeddwyd: (2015)

Successful credit control /
gan: Posner, Martin
Cyhoeddwyd: (1999)

Consumer and business credit management /
gan: Cole, Robert Hartzell
Cyhoeddwyd: (1998)

Mathmatical formulations of the basic diffusion equation: a discussion
gan: Islam, M.A., et al.
Cyhoeddwyd: (2010)

Association of household wealth and education level with hypertension and diabetes among adults in Bangladesh: A propensity score-based analysis
gan: Gupta, Rajat Das, et al.
Cyhoeddwyd: (2022)

New approach to agricultural credit / supervised credit combined with co-operatives and agricultural extension.
Cyhoeddwyd: (1964)

Documentary credit process & relevance in RMG sector
gan: Khan, Morshedul Haque
Cyhoeddwyd: (2019)

Credit management policy of Janata Bank Ltd.
gan: Mazumder, Morshed Nayaz
Cyhoeddwyd: (2014)

Enhancing the digital reputation score of Airtel buzz
gan: Amin, Fahmida
Cyhoeddwyd: (2024)

Argus Credit Rating Services Ltd: A comprehensive study on the effects of the current situation of credit rating industry on ACRSL
gan: Chowdhury, Suraiya
Cyhoeddwyd: (2020)

Performance analysis of machine learning algorithms for Malware classification
gan: Bushra, Raisa Hasan, et al.
Cyhoeddwyd: (2023)

Credit risk management of United commercial Bank Ltd.
gan: Khan, Samiul Shihab
Cyhoeddwyd: (2012)

Agriculture credit financing in Bangladesh /
gan: Alim, Abdul, 1919-
Cyhoeddwyd: (1981)

The credit schemes offered by Prime Bank Focusing on credit cards and car loan
gan: Kabir, Fahim
Cyhoeddwyd: (2018)

A new technique of PWM boost inverter for solar home application
gan: Akhter, Rafia
Cyhoeddwyd: (2010)

Credit rating agencies on the watch list
gan: García Alcubilla, Raquel

Dhaka Bank Ltd: Credit analysis
gan: Rashid Bhuiyan, S.M. Ikhtiar
Cyhoeddwyd: (2023)