Anthony Bellotti

20 papers B 1Journal 14Unranked 5
YearRankTypeTitle / Venue / Authors
2026 — conf
Conformal Prediction and Trustworthy AI.
The Importance of Being Learnable
Anthony Bellotti, Xindi Zhao
2025 J jnl
Conformal Prediction and Trustworthy AI.
CoRR
Anthony Bellotti, Xindi Zhao
2025 J jnl
Machine Learning for Chinese Corporate Fraud Prediction: Segmented Models Based on Optimal Training Windows.
Inf.
Chang Chuan Goh, Yue Yang, Anthony Bellotti, Xiuping Hua
2025 J jnl
Pruning convolutional neural networks for inductive conformal prediction.
Neurocomputing
Xindi Zhao, Amin Farjudian, Anthony Bellotti
2025 J jnl
Transforming Credit Risk Analysis: A Time-Series-Driven ResE-BiLSTM Framework for Post-Loan Default Detection.
Inf.
Yue Yang, Yuxiang Lin, Ying Zhang, Zihan Su, Chang Chuan Goh, Tangtangfang Fang, Anthony Bellotti, Boon Giin Lee
2024 J jnl
Investigating Data Usage for Inductive Conformal Predictors.
CoRR
Yizirui Fang, Anthony Bellotti
2023 J jnl
Reliable Prediction Intervals with Directly Optimized Inductive Conformal Regression for Deep Learning.
CoRR
Haocheng Lei, Anthony Bellotti
2023 J jnl
Reliable prediction intervals with directly optimized inductive conformal regression for deep learning.
Neural Networks
Haocheng Lei, Anthony Bellotti
2023 J jnl
The profitability of online loans: A competing risks analysis on default and prepayment.
Eur. J. Oper. Res.
Zhiyong Li, Aimin Li, Anthony Bellotti, Xiao Yao
2022 — conf
Pruning neural networks for inductive conformal prediction.
COPA
Xindi Zhao, Anthony Bellotti
2022 B conf
Using Metamorphic Relation Violation Regions to Support a Simulation Framework for the Process of Metamorphic Testing.
COMPSAC
Zhihao Ying, Anthony Bellotti, Dave Towey, Tsong Yueh Chen, Zhi Quan Zhou
2021 J jnl
Approximation to Object Conditional Validity with Conformal Predictors.
CoRR
Anthony Bellotti
2021 — conf
Approximation to object conditional validity with inductive conformal predictors.
COPA
Anthony Bellotti
2021 J jnl
Normalized nonconformity measures for automated valuation models.
Expert Syst. Appl.
Zhe Lim, Anthony Bellotti
2021 J jnl
Optimized conformal classification using gradient descent approximation.
CoRR
Anthony Bellotti
2020 — conf
Constructing normalized nonconformity measures based on maximizing predictive efficiency.
COPA
Anthony Bellotti
2019 J jnl
Aggregating Algorithm for prediction of packs.
Mach. Learn.
Dmitry Adamskiy, Anthony Bellotti, Raisa Dzhamtyrova, Yuri Kalnishkan
2017 J jnl
Reliable region predictions for automated valuation models.
Ann. Math. Artif. Intell.
Anthony Bellotti
2016 J jnl
Improving clustering performance by incorporating uncertainty.
Pattern Recognit. Lett.
Maha Bakoben, Anthony Bellotti, Niall M. Adams
2016 — conf
Uncertainty Aware Clustering for Behaviour in Enterprise Networks.
ICDM Workshops
Maha Bakoben, Niall M. Adams, Anthony Bellotti