Python

Product · 4 documents

Key number

100% %

Gradient Boosting recall for rejected class with random undersampling. Jurnal JTIK (Jurnal Teknologi Informasi dan Komunikasi) p.1

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9,841 transactions

Ethereum Fraud Detection Dataset Transactions. Computer Journal p.1

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99.906% %

Voting Classifier Accuracy. Iconic Research and Engineering Journals p.1

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3,000 requests

Valid synthetic requests admitted. arXiv (Cornell University) p.1

Key number

1,200 requests

Negative requests rejected. arXiv (Cornell University) p.1

Comparative Evaluation of Machine Learning Models for Credit Card Approval Prediction Using Class Imbalance Handling Methods

Research paperJurnal JTIK (Jurnal Teknologi Informasi dan Komunikasi)November 202611 pages

The study comparatively evaluates machine learning models using different class imbalance handling strategies on a dataset of 25,128 credit card applications.

Implementation of Machine Learning for Waqif Honesty Detection in Blockchain-Based Digital Waqf Systems

Research paperComputer JournalNovember 202611 pages

The study integrated the Ethereum Fraud Detection Dataset containing 9,841 transactions and 51 attributes with digital waqf system behavioral data.

Hybrid AI Model for Online Payment Fraud Detection Using Machine Learning

Research paperIconic Research and Engineering JournalsNovember 202627 pages

The proposed hybrid AI system was trained and evaluated on a transaction dataset containing more than 6 million records with transaction time steps ranging from 0 to 743.

Intent-Bound Authorization for Cryptocurrency Withdrawals Under Backend Compromise

Research paperarXiv (Cornell University)October 20267 pages

The Intent-Bound Withdrawal Authorization Protocol (IWAP) introduces an independent enforcement boundary to prevent unauthorized cryptocurrency transfers during backend compromise.