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On the class overlap problem in imbalanced data classification

Knowledge-based systems, 2021-01, Vol.212, p.106631, Article 106631

2021

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MFC-GAN: Class-imbalanced dataset classification using Multiple Fake Class Generative Adversarial Network

Neurocomputing (Amsterdam), 2019-10, Vol.361, p.212-221

2019

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Random forests: from early developments to recent advancements

Systems science & control engineering, 2014-12, Vol.2 (1), p.602-609

2014

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CDSMOTE: class decomposition and synthetic minority class oversampling technique for imbalanced-data classification

Neural computing & applications, 2021-04, Vol.33 (7), p.2839-2851

2021

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Fusion Methods for Face Presentation Attack Detection

Sensors (Basel, Switzerland), 2022-07, Vol.22 (14), p.5196

2022

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Video tampering localisation using features learned from authentic content

Neural computing & applications, 2020-08, Vol.32 (16), p.12243-12257

2020

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Artificial Intelligence Surgery: How Do We Get to Autonomous Actions in Surgery?

Sensors (Basel, Switzerland), 2021-08, Vol.21 (16), p.5526

2021

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Neighbourhood-based undersampling approach for handling imbalanced and overlapped data

Information sciences, 2020-01, Vol.509, p.47-70

2020

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Data stream mining: methods and challenges for handling concept drift

SN applied sciences, 2019-11, Vol.1 (11), p.1412, Article 1412

2019

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The Advances in Computer Vision That Are Enabling More Autonomous Actions in Surgery: A Systematic Review of the Literature

Sensors (Basel, Switzerland), 2022-06, Vol.22 (13), p.4918

2022

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Robust cardiac segmentation corrected with heuristics

PloS one, 2023-10, Vol.18 (10), p.e0293560-e0293560

2023

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Fault Detection and Localisation in LV Distribution Networks Using a Smart Meter Data-Driven Digital Twin

Energies (Basel), 2023-12, Vol.16 (23), p.7850

2023

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Editorial: Recent advances in multimodal artificial intelligence for disease diagnosis, prognosis, and prevention

Frontiers in radiology, 2024-01, Vol.3, p.1349830-1349830

2024

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Psychosocial Impact of 8 Weeks COVID-19 Quarantine on Italian Parents and their Children

Maternal and child health journal, 2022-06, Vol.26 (6), p.1312-1321

2022

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Antimicrobial Resistance and Machine Learning: Challenges and Opportunities

IEEE access, 2022, Vol.10, p.31561-31577

2022

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Efficient Breast Cancer Classification Network with Dual Squeeze and Excitation in Histopathological Images

Diagnostics (Basel), 2022-12, Vol.13 (1), p.103

2022

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A genetic algorithm approach to optimising random forests applied to class engineered data

Information sciences, 2017-04, Vol.384, p.220-234

2017

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Imitation Learning: A Survey of Learning Methods

ACM computing surveys, 2018-06, Vol.50 (2), p.1-35

2018

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Deep learning for symbols detection and classification in engineering drawings

Neural networks, 2020-09, Vol.129, p.91-102

2020

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A review of state-of-the-art in Face Presentation Attack Detection: From early development to advanced deep learning and multi-modal fusion methods

Information fusion, 2021-11, Vol.75, p.55-69

2021

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DICAM: Deep Inception and Channel-wise Attention Modules for underwater image enhancement

Neurocomputing (Amsterdam), 2024-06, Vol.584, Article 127585

2024

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On the Relationship between Variational Level Set-Based and SOM-Based Active Contours

Computational Intelligence and Neuroscience, 2015-01, Vol.2015, p.109029-19

2015

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New trends on digitisation of complex engineering drawings

Neural computing & applications, 2019-06, Vol.31 (6), p.1695-1712

2019

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Panchromatic and multispectral image fusion for remote sensing and earth observation: Concepts, taxonomy, literature review, evaluation methodologies and challenges ahead

Information fusion, 2023-05, Vol.93, p.227-242

2023

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Deep Transfer Learning on the Aggregated Dataset for Face Presentation Attack Detection

Cognitive computation, 2022-11, Vol.14 (6), p.2223-2233

2022

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On the class overlap problem in imbalanced data classification

MFC-GAN: Class-imbalanced dataset classification using Multiple Fake Class Generative Adversarial Network

Random forests: from early developments to recent advancements

CDSMOTE: class decomposition and synthetic minority class oversampling technique for imbalanced-data classification

Fusion Methods for Face Presentation Attack Detection

Video tampering localisation using features learned from authentic content

Artificial Intelligence Surgery: How Do We Get to Autonomous Actions in Surgery?

Neighbourhood-based undersampling approach for handling imbalanced and overlapped data

Data stream mining: methods and challenges for handling concept drift

The Advances in Computer Vision That Are Enabling More Autonomous Actions in Surgery: A Systematic Review of the Literature

Robust cardiac segmentation corrected with heuristics

Fault Detection and Localisation in LV Distribution Networks Using a Smart Meter Data-Driven Digital Twin

Editorial: Recent advances in multimodal artificial intelligence for disease diagnosis, prognosis, and prevention

Psychosocial Impact of 8 Weeks COVID-19 Quarantine on Italian Parents and their Children

Antimicrobial Resistance and Machine Learning: Challenges and Opportunities

Efficient Breast Cancer Classification Network with Dual Squeeze and Excitation in Histopathological Images

A genetic algorithm approach to optimising random forests applied to class engineered data

Imitation Learning: A Survey of Learning Methods

Deep learning for symbols detection and classification in engineering drawings

A review of state-of-the-art in Face Presentation Attack Detection: From early development to advanced deep learning and multi-modal fusion methods

DICAM: Deep Inception and Channel-wise Attention Modules for underwater image enhancement

On the Relationship between Variational Level Set-Based and SOM-Based Active Contours

New trends on digitisation of complex engineering drawings

Panchromatic and multispectral image fusion for remote sensing and earth observation: Concepts, taxonomy, literature review, evaluation methodologies and challenges ahead

Deep Transfer Learning on the Aggregated Dataset for Face Presentation Attack Detection

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