Detecting online recruitment fraud by using machine learning

Detecting online recruitment fraud by using machine learning

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2021.

Manylion Llyfryddiaeth
Prif Awduron:	Ghosh, Gitanjali, Tabassum, Hridita, Atika, Afra, Kutubuddi, Zainab
Awduron Eraill:	Chakrabarty, Amitabha
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2021
Pynciau:	Machine Learning Fraud Detection Prediction Decision Tree Classifier Logistic Regression algorithm Adaptive Boosting Random Forest Classifier Decision trees Gradient Boost LightGBM Machine learning
Mynediad Ar-lein:	http://hdl.handle.net/10361/15174

Eitemau Tebyg

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Predicting the length of stay in a hospital for a particular disease using machine learning algorithms
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Early detection of chronic kidney disease using machine learning
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Early grade prediction using profile data
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Sentiment analysis for Bengali newspaper headlines
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Cyhoeddwyd: (2017)

Predicting stock market movement using sentiment analysis of twitter feed
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Cyhoeddwyd: (2017)

Credit card fraud detection using machine learning techniques
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Cyhoeddwyd: (2021)

Flood prediction using machine learning models
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Heart disease prediction using techniques of classification in machine learning
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Prediction on large scale data using extreme gradient boosting
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A counseling system to predict the study path for freshmen
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Unleashing potential: a data-driven exploration of identifying player potentialities through advanced analytics in sports
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Prediction of earthquakes: a step towards predicting the unpredictable
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Cyhoeddwyd: (2023)

Modelling and forecasting energy demand of Bangladesh using AI based algorithms
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Cyhoeddwyd: (2019)

Application of CNN based architectures in detection of distracted drivers
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Cyhoeddwyd: (2023)

Stock market prediction using ensemble learning
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Building a credit scoring model to assign a reference score based on credit transaction and relevant profile data
gan: Islam, Saqib Al, et al.
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Parking data analysis
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A machine learning approach to analyze and predict rainfall in different regions of Bangladesh
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Machine learning for stress prediction
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Use of machine learning and IoT for monitoring and tracking of livestock
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Comparative analysis and implementation of credit risk prediction through distinct machine learning models
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ML based career suggestive system for informal job sector considering cognitive skills
gan: Tonny, Ms. Ayesha Siddika, et al.
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Classification and Explanation of Different Internet of Things (IoT) Network Attacks using Machine Learning, Deep Learning and XAI
gan: Tasnim, Anika, et al.
Cyhoeddwyd: (2022)

Exploring machine learning techniques for symptom-based detection of livestock diseases
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Cyhoeddwyd: (2024)

Where will you setup your business next?: a machine learning approach to suggest ideal geographical location for new restaurant establishment
gan: Shihab, Ibne Farabi, et al.
Cyhoeddwyd: (2018)

Performance analysis of machine learning algorithms for Malware classification
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Cyhoeddwyd: (2023)

Speech emotion detection using supervised, unsupervised and feature selection algorithms
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Cyhoeddwyd: (2019)

Heart disease prediction system
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Cyhoeddwyd: (2022)

A machine learning approach on classifying orthopedic patients based on their biomechanical features
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Cyhoeddwyd: (2018)

A supervised learning approach by machine learning and deep learning algorithms to predict type II DM risk
gan: Farabe, Abdullah Al, et al.
Cyhoeddwyd: (2021)

Application of machine learning techniques on the context of livestock analysis
gan: Islam, Md. Shajedul, et al.
Cyhoeddwyd: (2018)

SCAMM: detection and prevention of SQL injection attacks using a machine learning approach
gan: Alam, Auninda, et al.
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Intelligent assisted living in pregnancy
gan: Zaman, S. M. Tanveer, et al.
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Automated fabric color prediction
gan: Muhtashima, Fawzia, et al.
Cyhoeddwyd: (2024)

An approach to detect epileptic seizure using XAI and machine learning
gan: Bijoy, Emam Hasan, et al.
Cyhoeddwyd: (2022)

Finding suitable locations for live campaigns using different machine learning techniques
gan: Qudar, Mohiuddin Md. Abdul, et al.
Cyhoeddwyd: (2018)

A feature selection approach to determine obesity using machine learning method
gan: Antor, Shahidul Alam, et al.
Cyhoeddwyd: (2021)

Sentimental analysis of food review contents to improve food culture and the quality of virtual content using natural language processing and machine learning
gan: Sarkar, Ripa, et al.
Cyhoeddwyd: (2024)

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