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An adaptive ensemble of surrogate models based on hybrid measure for reliability analysis

Structural and multidisciplinary optimization, 2022, Vol.65 (1), Article 16

2022

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Root mean square error or mean absolute error? Use their ratio as well

Information sciences, 2022-03, Vol.585, p.609-629

Karunasingha, Dulakshi Santhusitha Kumari

2022

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Be aware of error measures. Further studies on validation of predictive QSAR models

Chemometrics and intelligent laboratory systems, 2016-03, Vol.152, p.18-33

2016

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A New Typology Design of Performance Metrics to Measure Errors in Machine Learning Regression Algorithms

Interdisciplinary journal of information, knowledge, and management, 2019-01, Vol.14, p.45-76

Botchkarev, Alexei

2019

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On the use of cross-validation for time series predictor evaluation

Information sciences, 2012-05, Vol.191, p.192-213

2012

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Tools for enhancing the application of self-organizing maps in water resources research and engineering

Advances in water resources, 2020-09, Vol.143, p.103676, Article 103676

2020

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Linking error measures to model questions

Ecological modelling, 2024-01, Vol.487, p.110562, Article 110562

2024

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A note on the Mean Absolute Scaled Error

International journal of forecasting, 2016-01, Vol.32 (1), p.20-22

Franses, Philip Hans

2016

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Role of astaxanthin in the modulation of brain-derived neurotrophic factor and spatial learning behavior in perinatally undernourished Wistar rats

Nutritional neuroscience, 2020-06, Vol.23 (6), p.422-431

2020

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An active learning reliability method combining Kriging constructed with exploration and exploitation of failure region and subset simulation

Reliability engineering & system safety, 2019-08, Vol.188, p.90-102

2019

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Is it possible to improve the quality of predictions from an “intelligent” use of multiple QSAR/QSPR/QSTR models?

Journal of chemometrics, 2018-04, Vol.32 (4), p.n/a

2018

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Real-Time PPG-to-ECG Reconstruction Model With On-Device Recalibration Facility

IEEE transactions on instrumentation and measurement, 2024, Vol.73, p.1-9

2024

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Naturalness Preserved Enhancement Algorithm for Non-Uniform Illumination Images

IEEE transactions on image processing, 2013-09, Vol.22 (9), p.3538-3548

2013

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Data gap analysis of ship and maritime data using meta learning

Applied soft computing, 2021-03, Vol.101, p.107048, Article 107048

2021

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Another look at measures of forecast accuracy

International journal of forecasting, 2006-10, Vol.22 (4), p.679-688

2006

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Measuring forecasting accuracy: The case of judgmental adjustments to SKU-level demand forecasts

International journal of forecasting, 2013-07, Vol.29 (3), p.510-522

2013

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Error measures in quantitative structure-retention relationships studies

Journal of Chromatography A, 2017-11, Vol.1524, p.298-302

2017

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Biasedness of forecast errors: an intermittent demand perspective

Procedia computer science, 2022, Vol.207, p.644-653

Doszyń, Mariusz

2022

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Convolutive-Error-Measure Analysis for Inverse Filtering and Minimum Total-Model-Order Determination Subject to Positive-Definiteness

IEEE journal of selected topics in signal processing, 2010-06, Vol.4 (3), p.481-493

2010

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The accuracy of alternative GDP growth forecasts: Do they represent a credible alternative to the official ones?

Review of economic perspectives, 2015-09, Vol.15 (3), p.291-304

Šindelář, Jiří

2015

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A Novel Feature Selection Method for High-Dimensional Mixed Decision Tables

IEEE transaction on neural networks and learning systems, 2022-07, Vol.PP (7), p.1-14

2022

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Evaluating predictive count data distributions in retail sales forecasting

International journal of forecasting, 2016-07, Vol.32 (3), p.788-803

Kolassa, Stephan

2016

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Assessing the predictive impact of factor fixing with an adaptive uncertainty-based approach

Environmental modelling & software : with environment data news, 2021-12, Vol.148

2021

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Assessing the predictive impact of factor fixing with an adaptive uncertainty-based approach

Environmental modelling & software : with environment data news, 2022-02, Vol.148, p.105290, Article 105290

2022

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Various approaches for constructing an ensemble of metamodels using local measures

Structural and multidisciplinary optimization, 2010-12, Vol.42 (6), p.879-896

Acar, Erdem

2010

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An adaptive ensemble of surrogate models based on hybrid measure for reliability analysis

Root mean square error or mean absolute error? Use their ratio as well

Be aware of error measures. Further studies on validation of predictive QSAR models

A New Typology Design of Performance Metrics to Measure Errors in Machine Learning Regression Algorithms

On the use of cross-validation for time series predictor evaluation

Tools for enhancing the application of self-organizing maps in water resources research and engineering

Linking error measures to model questions

A note on the Mean Absolute Scaled Error

Role of astaxanthin in the modulation of brain-derived neurotrophic factor and spatial learning behavior in perinatally undernourished Wistar rats

An active learning reliability method combining Kriging constructed with exploration and exploitation of failure region and subset simulation

Is it possible to improve the quality of predictions from an “intelligent” use of multiple QSAR/QSPR/QSTR models?

Real-Time PPG-to-ECG Reconstruction Model With On-Device Recalibration Facility

Naturalness Preserved Enhancement Algorithm for Non-Uniform Illumination Images

Data gap analysis of ship and maritime data using meta learning

Another look at measures of forecast accuracy

Measuring forecasting accuracy: The case of judgmental adjustments to SKU-level demand forecasts

Error measures in quantitative structure-retention relationships studies

Biasedness of forecast errors: an intermittent demand perspective

Convolutive-Error-Measure Analysis for Inverse Filtering and Minimum Total-Model-Order Determination Subject to Positive-Definiteness

The accuracy of alternative GDP growth forecasts: Do they represent a credible alternative to the official ones?

A Novel Feature Selection Method for High-Dimensional Mixed Decision Tables

Evaluating predictive count data distributions in retail sales forecasting

Assessing the predictive impact of factor fixing with an adaptive uncertainty-based approach

Assessing the predictive impact of factor fixing with an adaptive uncertainty-based approach

Various approaches for constructing an ensemble of metamodels using local measures

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