Cargando…

Entropy as a High-Level Feature for XAI-Based Early Plant Stress Detection

This article is devoted to searching for high-level explainable features that can remain explainable for a wide class of objects or phenomena and become an integral part of explainable AI (XAI). The present study involved a 25-day experiment on early diagnosis of wheat stress using drought stress as...

Descripción completa

Detalles Bibliográficos
Autores principales:	Lysov, Maxim, Maximova, Irina, Vasiliev, Evgeny, Getmanskaya, Alexandra, Turlapov, Vadim
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9689005/ https://www.ncbi.nlm.nih.gov/pubmed/36359687 http://dx.doi.org/10.3390/e24111597

Ejemplares similares

Ensuring Explainability and Dimensionality Reduction in a Multidimensional HSI World for Early XAI-Diagnostics of Plant Stress
por: Lysov, Maxim, et al.
Publicado: (2023)

Feature relevance XAI in anomaly detection: Reviewing approaches and challenges
por: Tritscher, Julian, et al.
Publicado: (2023)

Hands-On Explainable AI (XAI) with Python
por: Rothman, Denis
Publicado: (2020)

Editorial: Explainable Artificial Intelligence (XAI) in Systems Neuroscience
por: Lombardi, Angela, et al.
Publicado: (2021)

Beauty is in the explainable artificial intelligence (XAI) of the “agnostic” beholder
por: Laios, Alexandros, et al.
Publicado: (2023)

An XAI method for convolutional neural networks in self-driving cars
por: Kim, Hong-Sik, et al.
Publicado: (2022)

XSMILES: interactive visualization for molecules, SMILES and XAI attribution scores
por: Heberle, Henry, et al.
Publicado: (2023)

Explainable artificial intelligence (XAI) detects wildfire occurrence in the Mediterranean countries of Southern Europe
por: Cilli, Roberto, et al.
Publicado: (2022)

An XAI approach for COVID-19 detection using transfer learning with X-ray images
por: Sarp, Salih, et al.
Publicado: (2023)

Earthquake-Induced Building-Damage Mapping Using Explainable AI (XAI)
por: Matin, Sahar S., et al.
Publicado: (2021)

Scrutinizing XAI using linear ground-truth data with suppressor variables
por: Wilming, Rick, et al.
Publicado: (2022)

Unboxing machine learning models for concrete strength prediction using XAI
por: Elhishi, Sara, et al.
Publicado: (2023)

Framework for Classifying Explainable Artificial Intelligence (XAI) Algorithms in Clinical Medicine
por: Gniadek, Thomas, et al.
Publicado: (2023)

To trust or not to trust an explanation: using LEAF to evaluate local linear XAI methods
por: Amparore, Elvio, et al.
Publicado: (2021)

Urban Vegetation Mapping from Aerial Imagery Using Explainable AI (XAI)
por: Abdollahi, Abolfazl, et al.
Publicado: (2021)

Explainable artificial intelligence (XAI) in radiology and nuclear medicine: a literature review
por: de Vries, Bart M., et al.
Publicado: (2023)

Explainable Artificial Intelligence (XAI) for Deep Learning Based Medical Imaging Classification
por: Ghnemat, Rawan, et al.
Publicado: (2023)

Can financial stress be anticipated and explained? Uncovering the hidden pattern using EEMD-LSTM, EEMD-prophet, and XAI methodologies
por: Ghosh, Indranil, et al.
Publicado: (2022)

XAI-FR: Explainable AI-Based Face Recognition Using Deep Neural Networks
por: Rajpal, Ankit, et al.
Publicado: (2022)

Applying XAI to an AI-based system for candidate management to mitigate bias and discrimination in hiring
por: Hofeditz, Lennart, et al.
Publicado: (2022)

Towards Demystifying Subliminal Persuasiveness: Using XAI-Techniques to Highlight Persuasive Markers of Public Speeches
por: Weber, Klaus, et al.
Publicado: (2020)

Explanatory classification of CXR images into COVID-19, Pneumonia and Tuberculosis using deep learning and XAI
por: Bhandari, Mohan, et al.
Publicado: (2022)

Explainability and Transparency of Classifiers for Air-Handling Unit Faults Using Explainable Artificial Intelligence (XAI)
por: Meas, Molika, et al.
Publicado: (2022)

Disease classification for whole-blood DNA methylation: Meta-analysis, missing values imputation, and XAI
por: Kalyakulina, Alena, et al.
Publicado: (2022)

Automated machine learning and explainable AI (AutoML-XAI) for metabolomics: improving cancer diagnostics
por: Bifarin, Olatomiwa O., et al.
Publicado: (2023)

Comparison of the Efficiency of Hyperspectral and Pulse Amplitude Modulation Imaging Methods in Pre-Symptomatic Virus Detection in Tobacco Plants
por: Grishina, Alyona, et al.
Publicado: (2023)

An optimized model for network intrusion detection systems in industry 4.0 using XAI based Bi-LSTM framework
por: Sivamohan, S., et al.
Publicado: (2023)

Taming the chaos?! Using eXplainable Artificial Intelligence (XAI) to tackle the complexity in mental health research
por: Roessner, Veit, et al.
Publicado: (2021)

Explainable Artificial Intelligence (XAI) in Pain Research: Understanding the Role of Electrodermal Activity for Automated Pain Recognition
por: Gouverneur, Philip, et al.
Publicado: (2023)

A Hybrid Algorithm of ML and XAI to Prevent Breast Cancer: A Strategy to Support Decision Making
por: Silva-Aravena, Fabián, et al.
Publicado: (2023)

XAI–reduct: accuracy preservation despite dimensionality reduction for heart disease classification using explainable AI
por: Das, Surajit, et al.
Publicado: (2023)

An innovative medical waste management system in a smart city using XAI and vehicle routing optimization
por: Boudanga, Zineb, et al.
Publicado: (2023)

Explainable artificial intelligence (XAI): closing the gap between image analysis and navigation in complex invasive diagnostic procedures
por: O’Sullivan, S., et al.
Publicado: (2022)

Unboxing Deep Learning Model of Food Delivery Service Reviews Using Explainable Artificial Intelligence (XAI) Technique
por: Adak, Anirban, et al.
Publicado: (2022)

A Survey on Medical Explainable AI (XAI): Recent Progress, Explainability Approach, Human Interaction and Scoring System
por: Sheu, Ruey-Kai, et al.
Publicado: (2022)

Astrocytic Coverage of Dendritic Spines, Dendritic Shafts, and Axonal Boutons in Hippocampal Neuropil
por: Gavrilov, Nikolay, et al.
Publicado: (2018)

Classification and Automated Interpretation of Spinal Posture Data Using a Pathology-Independent Classifier and Explainable Artificial Intelligence (XAI)
por: Dindorf, Carlo, et al.
Publicado: (2021)

Explainable artificial intelligence (XAI) for exploring spatial variability of lung and bronchus cancer (LBC) mortality rates in the contiguous USA
por: Ahmed, Zia U., et al.
Publicado: (2021)

Chemotherapy-Induced, Broadly Reactive Autoantibodies in a Colon Cancer Patient
por: Broecker, Felix, et al.
Publicado: (2022)

Dynamic Entropy of Two-Dimensional Active Brownian Systems in Colloidal Plasmas
por: Koss, Xeniya G., et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_d155mvkfsmfdf4ogj1jf2iphc7