Výsledky vyhledávání - "Groumpos, P."

Akademický článek

Review of Remote Sensing Approaches and Soft Computing for Infrastructure Monitoring

Autor: Aggeliki Kyriou, Vassiliki Mpelogianni, Konstantinos Nikolakopoulos, Peter P. Groumpos

Publikováno v: Geomatics, Vol 3, Iss 3, Pp 367-392 (2023)

During the past few decades, remote sensing has been established as an innovative, effective and cost-efficient option for the provision of high-quality information concerning infrastructure to governments or decision makers in order to update their

Externí odkaz: https://doaj.org/article/5ed7839cf18b4226a59a6fb0193660a8

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State Space Advanced Fuzzy Cognitive Map approach for automatic and non Invasive diagnosis of Coronary Artery Disease

Autor: Apostolopoulos, Ioannis D., Groumpos, Peter P., Apostolopoulos, Dimitris I.

Publikováno v: Biomed. Phys. Eng. Express, 2021

Purpose: In this study, the recently emerged advances in Fuzzy Cognitive Maps (FCM) are investigated and employed, for achieving the automatic and non-invasive diagnosis of Coronary Artery Disease (CAD). Methods: A Computer-Aided Diagnostic model for

Externí odkaz: http://arxiv.org/abs/2004.03372

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Non-invasive modelling methodology for the diagnosis of Coronary Artery Disease using Fuzzy Cognitive Maps

Autor: Apostolopoulos, Ioannis, Groumpos, Peter

Publikováno v: Journal Computer Methods in Biomechanics and Biomedical Engineering. 2020. p. 1-9

Cardiovascular Diseases (CVD) and strokes produce immense health and economic burdens globally. Coronary Artery Disease (CAD) is the most common type of cardiovascular disease. Coronary Angiography, which is an invasive treatment, is also the standar

Externí odkaz: http://arxiv.org/abs/2004.02600

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Akademický článek

An Explainable Deep Learning Framework for Detecting and Localising Smoke and Fire Incidents: Evaluation of Grad-CAM++ and LIME

Autor: Ioannis D. Apostolopoulos, Ifigeneia Athanasoula, Mpesi Tzani, Peter P. Groumpos

Publikováno v: Machine Learning and Knowledge Extraction, Vol 4, Iss 4, Pp 1124-1135 (2022)

Climate change is expected to increase fire events and activity with multiple impacts on human lives. Large grids of forest and city monitoring devices can assist in incident detection, accelerating human intervention in extinguishing fires before th

Externí odkaz: https://doaj.org/article/930f90c22c2442d7b212e0c0ce123d7e

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Akademický článek

Forecasting potential yields under uncertainty using fuzzy cognitive maps

Autor: Mohammed A. Al-Gunaid, Irina I. Salygina, Maxim V. Shcherbakov, Vladislav N. Trubitsin, Peter P. Groumpos

Publikováno v: Agriculture & Food Security, Vol 10, Iss 1, Pp 1-10 (2021)

Abstract Background The aim of the study is identification of factors influencing the reduction of the potential maximum yield of winter wheat in weather conditions of dry farming in European part of Russia, Volgograd region. The novelty of the work

Externí odkaz: https://doaj.org/article/bb3a2fff857d495dacee1297fddacb11

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Akademický článek

Fuzzy Cognitive Maps: Their Role in Explainable Artificial Intelligence

Autor: Ioannis D. Apostolopoulos, Peter P. Groumpos

Publikováno v: Applied Sciences, Vol 13, Iss 6, p 3412 (2023)

Currently, artificial intelligence is facing several problems with its practical implementation in various application domains. The explainability of advanced artificial intelligence algorithms is a topic of paramount importance, and many discussions

Externí odkaz: https://doaj.org/article/94a855d914fe440b9332b65234f66c99

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