Danny D'Agostino

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 9

Top Topics

Design Space Exploration

Statistical Approaches

Dimensionality Reduction

Radial Basis Function

Top Venues

Eng. Appl. Artif. Intell.

Publications

Danny D'Agostino, Ilija Ilievski, Christine Annette Shoemaker
Learning active subspaces and discovering important features with Gaussian radial basis functions neural networks. Neural Networks 176 (2024)
Danny D'Agostino
Generative models for anomaly detection and design-space dimensionality reduction in shape optimization. Eng. Appl. Artif. Intell. 129 (2024)
Siqi Li, Xin Li, Kunyu Yu, Di Miao, Mingcheng Zhu, Mengying Yan, Yuhe Ke, Danny D'Agostino, Yilin Ning, Qiming Wu, Ziwen Wang, Yuqing Shang, Molei Liu, Chuan Hong, Nan Liu
Bridging Data Gaps in Healthcare: A Scoping Review of Transfer Learning in Biomedical Data Analysis. CoRR (2024)
Danny D'Agostino, Ilija Ilievski, Christine Annette Shoemaker
Learning Active Subspaces and Discovering Important Features with Gaussian Radial Basis Functions Neural Networks. CoRR (2023)
Siqi Li, Di Miao, Qiming Wu, Chuan Hong, Danny D'Agostino, Xin Li, Yilin Ning, Yuqing Shang, Huazhu Fu, Marcus Eng Hock Ong, Hamed Haddadi, Nan Liu
Federated Learning for Clinical Structured Data: A Benchmark Comparison of Engineering and Statistical Approaches. CoRR (2023)
Danny D'Agostino
Generative Models for Anomaly Detection and Design-Space Dimensionality Reduction in Shape Optimization. CoRR (2023)
Danny D'Agostino, Andrea Serani, Frederick Stern, Matteo Diez
Recurrent-type Neural Networks for Real-time Short-term Prediction of Ship Motions in High Sea State. CoRR (2021)
Danny D'Agostino, Andrea Serani, Emilio Fortunato Campana, Matteo Diez
Augmented Design-Space Exploration by Nonlinear Dimensionality Reduction Methods. LOD (2018)
Danny D'Agostino, Andrea Serani, Emilio Fortunato Campana, Matteo Diez
Nonlinear Methods for Design-Space Dimensionality Reduction in Shape Optimization. MOD (2017)