School of Computer Science

Research output

Research output per year 1999 2021 2022 2023 2024 2024

• 8241 Citations
• 43 h-index
• 349 Article
• 303 Conference contribution
• 28 Book Chapter
• 23 Paper
• 49 More
  • 15 Editorial
  • 12 Conference article
  • 8 Review article
  • 4 Patent
  • 3 Abstract
  • 2 Book
  • 2 Comment/debate
  • 2 Other contribution
  • 1 Working paper

Research output per year

Research output per year

Search results

• 2023

  Addressing Class Imbalance in Loan Default Prediction: A Cluster-Based Synthesis Approach

  Yang, Y., Lee, B. G., Bellotti, A. G. & Mao, Q., 1 Sept 2023, p. 1. 1 p.

  Research output: Contribution to conference › Abstract › peer-review

  • Class Imbalance 100%
  • Loan Default Prediction 100%
  • Experimental Result 50%
  • Classification Models 50%
  • Preprocessing Technique 50%

• Evaluating Oversampling Techniques in Financial Credit Risk Prediction: A Dataset Characteristic-Based Approach

  Yang, Y., Lee, B. G. & Bellotti, A. G., 31 Aug 2023.

  Research output: Contribution to conference › Abstract › peer-review

  • Credit Risk Prediction 100%
  • Oversampling Technique 100%
  • Data Normality 33%
  • Class Distribution 33%
  • Fraud Transaction 25%

• Metamorphic Exploration for Machine Learning Validation and Model Selection

  Ying, Z., Bellotti, A. G., Breeden, J. & Towey, D., 1 Sept 2023, p. 1. 1 p.

  Research output: Contribution to conference › Abstract › peer-review