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Guaranteed Coverage Prediction Intervals with Gaussian Process Regression

IEEE transactions on pattern analysis and machine intelligence, 2024-06, Vol.PP, p.1-12

Papadopoulos, Harris

2024

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Models of HF Interference over Cyprus

Applied sciences, 2022-11, Vol.12 (22), p.11808

2022

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ICM ensemble with novel betting functions for concept drift

Machine learning, 2024-09, Vol.113 (9), p.6911-6944

2024

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The role of large language models in interdisciplinary research: Opportunities, challenges and ways forward

Methods in ecology and evolution, 2024-10, Vol.15 (10), p.1774-1776

2024

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Reliable prediction intervals with regression neural networks

Neural networks, 2011-10, Vol.24 (8), p.842-851

2011

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Reliable probabilistic classification with neural networks

Neurocomputing (Amsterdam), 2013-05, Vol.107, p.59-68

Papadopoulos, Harris

2013

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24-h HF Spectral Occupancy Characteristics and Neural Network Modeling Over Northern Europe

IEEE transactions on electromagnetic compatibility, 2017-12, Vol.59 (6), p.1817-1825

2017

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Well-calibrated confidence measures for multi-label text classification with a large number of labels

Pattern recognition, 2022-02, Vol.122, p.108271, Article 108271

2022

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Vesicoureteral reflux detection with reliable probabilistic outputs

Information sciences, 2015-07, Vol.308, p.113-124

2015

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Regression Conformal Prediction with Nearest Neighbours

The Journal of artificial intelligence research, 2011-01, Vol.40, p.815-840

2011

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Statistical Learning and Data Sciences: Third International Symposium, SLDS 2015, Egham, UK, April 20-23, 2015, Proceedings

1st edition, 2015

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Real-time construction demolition waste detection using state-of-the-art deep learning methods; single–stage vs two-stage detectors

Waste management (Elmsford), 2023-07, Vol.167, p.194-203

2023

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Artificial Intelligence Applications and Innovations: 10th IFIP WG 12.5 International Conference, AIAI 2014, Rhodes, Greece, September 19-21, 2014, Proceedings

1st edition, 2014

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Android malware detection with unbiased confidence guarantees

Neurocomputing (Amsterdam), 2018-03, Vol.280, p.3-12

2018

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Artificial Intelligence Applications and Innovations: 9th IFIP WG 12.5 International Conference, AIAI 2013, Paphos, Cyprus, September 30 -- October 2, 2013, Proceedings

2013

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Artificial Intelligence Applications and Innovations: AIAI 2012 International Workshops: AIAB, AIeIA, CISE, COPA, IIVC, ISQL, MHDW, and WADTMB, Halkidiki, Greece, September 27-30, 2012, Proceedings, Part II

1, 2012

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Cross-Conformal Prediction with Ridge Regression

Statistical Learning and Data Sciences, p.260-270

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Artificial Intelligence Applications and Innovations: 12th International Conference, EANN 2011 and 7th IFIP WG 12. 5 International Conference, AIAI 2011, Corfu, Greece, September 15-18, 2011, Proceedings, Part II

1, 2011

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Artificial Intelligence Applications and Innovations: 8th IFIP WG 12. 5 International Conference, AIAI 2012, Halkidiki, Greece, September 27-30, 2012, Proceedings, Part I

1, 2012

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Automatic face recognition with well-calibrated confidence measures

Machine learning, 2019-03, Vol.108 (3), p.511-534

2019

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Modifications to p-Values of Conformal Predictors

Statistical Learning and Data Sciences, 2015, p.251-259

2015

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Unbiased confidence measures for stroke risk estimation based on ultrasound carotid image analysis

Neural computing & applications, 2017-06, Vol.28 (6), p.1209-1223

2017

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Inductive Venn Prediction

Annals of mathematics and artificial intelligence, 2015-06, Vol.74 (1-2), p.181-201

2015

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Supporting Data Analytics for Smart Cities: An Overview of Data Models and Topology

Statistical Learning and Data Sciences, p.406-413

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Artificial Intelligence Applications and Innovations: AIAI 2014 Workshops: CoPA, MHDW, IIVC, and MT4BD, Rhodes, Greece, September 19-21, 2014, Proceedings

1, 2014

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Guaranteed Coverage Prediction Intervals with Gaussian Process Regression

Models of HF Interference over Cyprus

ICM ensemble with novel betting functions for concept drift

The role of large language models in interdisciplinary research: Opportunities, challenges and ways forward

Reliable prediction intervals with regression neural networks

Reliable probabilistic classification with neural networks

24-h HF Spectral Occupancy Characteristics and Neural Network Modeling Over Northern Europe

Well-calibrated confidence measures for multi-label text classification with a large number of labels

Vesicoureteral reflux detection with reliable probabilistic outputs

Regression Conformal Prediction with Nearest Neighbours

Statistical Learning and Data Sciences: Third International Symposium, SLDS 2015, Egham, UK, April 20-23, 2015, Proceedings

Real-time construction demolition waste detection using state-of-the-art deep learning methods; single–stage vs two-stage detectors

Artificial Intelligence Applications and Innovations: 10th IFIP WG 12.5 International Conference, AIAI 2014, Rhodes, Greece, September 19-21, 2014, Proceedings

Android malware detection with unbiased confidence guarantees

Artificial Intelligence Applications and Innovations: 9th IFIP WG 12.5 International Conference, AIAI 2013, Paphos, Cyprus, September 30 -- October 2, 2013, Proceedings

Artificial Intelligence Applications and Innovations: AIAI 2012 International Workshops: AIAB, AIeIA, CISE, COPA, IIVC, ISQL, MHDW, and WADTMB, Halkidiki, Greece, September 27-30, 2012, Proceedings, Part II

Cross-Conformal Prediction with Ridge Regression

Artificial Intelligence Applications and Innovations: 12th International Conference, EANN 2011 and 7th IFIP WG 12. 5 International Conference, AIAI 2011, Corfu, Greece, September 15-18, 2011, Proceedings, Part II

Artificial Intelligence Applications and Innovations: 8th IFIP WG 12. 5 International Conference, AIAI 2012, Halkidiki, Greece, September 27-30, 2012, Proceedings, Part I

Automatic face recognition with well-calibrated confidence measures

Modifications to p-Values of Conformal Predictors

Unbiased confidence measures for stroke risk estimation based on ultrasound carotid image analysis

Inductive Venn Prediction

Supporting Data Analytics for Smart Cities: An Overview of Data Models and Topology

Artificial Intelligence Applications and Innovations: AIAI 2014 Workshops: CoPA, MHDW, IIVC, and MT4BD, Rhodes, Greece, September 19-21, 2014, Proceedings

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