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Research article

First published 2023-2

Overfitting Prevention in Accident Prediction Models: Bayesian Regularization of Artificial Neural Networks

Nicholas Fiorentini, Diletta Pellegrini, Massimo Losa

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2018

How hard is it to pick the right model? MCS and backtest overfitting

Diego Aparicio, Marcos López de Prado

Algorithmic Finance

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Other

First published 2002-2

Models,Predictions and Overfitting

Tom Fearn

NIR news

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Research article

First published 2014-8

Near Infrared Hyperspectral Image Regression: On the Use of Prediction Maps as a Tool for Detecting Model Overfitting

Aoife Gowen, James Burger, Carlos Esquerre [...]

Journal of Near Infrared Spectroscopy

Open access

Research article

First published 2021-12

Developing clinical prediction models when adhering to minimum sample size recommendations: The importance of quantifying bootstrap variability in tuning parameters and predictive performance

Glen P Martin, Richard D Riley, Gary S Collins [...]

Statistical Methods in Medical Research

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Research article

First published 2018-2

Overfitting of Hurst estimators for multifractional Brownian motion: A fitting test advocating simple models

Pierre Raphaël Bertrand, Jean-Louis Combes, Marie-Eliette Dury [...]

Risk and Decision Analysis

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Research article

First published 2006

A hybrid fuzzy model in nonlinear system modeling

Dongwon Kim, Gwi-Tae Park

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

Open access

Research article

First published 2025-10

Meeting the Bare Minimum: Quality Assessment of Idiographic Temporal Networks Using Power Analysis and Predictive-Accuracy Analysis

Yong Zhang, Jordan Revol, Ginette Lafit [...]

Advances in Methods and Practices in Psychological Science

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Research article

First published 2024-7

Construction and selection of deformation monitoring model for high arch dam using separate modeling technique and composite decision criterion

Rengui Chen, Zhenyu Wu

Structural Health Monitoring

Open access

Research article

First published 2019-11

Artificial intelligence and machine learning: Practical aspects of overfitting and regularization

Daniel Vasicek

Information Services and Use

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