Search Results - "Interpretable machine learning"
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Authors: Pachón García, Cristian
Contributors: University/Department: Universitat Politècnica de Catalunya. Departament d'Estadística i Investigació Operativa
Thesis Advisors: Delicado Useros, Pedro Francisco
Source: TDX (Tesis Doctorals en Xarxa)
Subject Terms: Dimensionality reduction, multidimensional scaling, big data, interpretable machine learning, explainable artificial intelligence, Shapley value, functional data analysis, survival analysis, Àrees temàtiques de la UPC::Matemàtiques i estadística, Àrees temàtiques de la UPC::Informàtica, 51 - Matemàtiques, 004 - Informàtica
File Description: application/pdf
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Authors: Rosenblad, Andreas, fil. dr, docent, 1973
Source: Journal of Applied Statistics. :1-13
Subject Terms: Black box model, effect measure, interpretable machine learning, odds ratio, relative risk, supervised learning models, Statistics, Statistik
File Description: electronic
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Authors:
Source: Underground Space, Vol 24, Iss, Pp 60-78 (2025)
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Authors:
Source: Earth's Future. 13(9)
Subject Terms: catchment-wise linked water fluxes, evapotranspiration, interpretable machine learning, local to global water cycle changes, precipitation, runoff
File Description: print
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Authors: et al.
Subject Terms: user-studies, missing values, evaluation with clinicans, human-computer interaction, interpretable machine learning
File Description: electronic
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Authors:
Source: eLLIIT – The Linköping – Lund Initiative on IT and Mobile Communication IEEE Computer Graphics and Applications. 44(3):99-113
Subject Terms: trustworthy machine learning, visualization, interpretable machine learning, explainable machine learning, Informations- och programvisualisering, Information and software visualization
File Description: print
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Authors:
Source: Applied Mathematics Letters. 172
Subject Terms: 4901 Applied Mathematics (for-2020), 4904 Pure Mathematics (for-2020), 49 Mathematical Sciences (for-2020), Interpretable machine learning, Time series, Non-linear systems, Data reduction, 0101 Pure Mathematics (for), 0102 Applied Mathematics (for), Applied Mathematics (science-metrix), 4901 Applied mathematics (for-2020), 4904 Pure mathematics (for-2020)
Access URL: https://escholarship.org/uc/item/8942b0xf
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Authors: et al.
Contributors: et al.
Source: IEEE Journal of Biomedical and Health Informatics. 29:5963-5973
Subject Terms: [SDV.IB] Life Sciences [q-bio]/Bioengineering, Monitoring, maturation, ECG, interpretable machine learning, Electroencephalography, video motion, premature newborns, Pediatrics, Electrocardiography, Labeling, quiet sleep, Feature extraction, Sleep, Estimation, respiration, Biomedical monitoring, Heart rate variability
File Description: application/pdf
Access URL: https://pubmed.ncbi.nlm.nih.gov/40072862
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Authors:
Source: International Journal of Ophthalmology, Vol 18, Iss 7, Pp 1214-1230 (2025)
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Authors: et al.
Source: Das, J, Bhaumik, B, De, S & Changdar, S 2025, ' Physics-informed neural network with symbolic regression for deriving analytical approximate solutions to nonlinear partial differential equations ', Neural Computing and Applications, vol. 37, no. 24, pp. 20205–20240 . https://doi.org/10.1007/s00521-025-11450-9
Subject Terms: Interpretable machine learning, Symbolic regression (SR), Nonlinear partial differential equations (PDEs), Physics-informed neural network (PINN), Magnetic biofluid dynamics
File Description: application/pdf
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Authors: et al.
Source: IATSS Research, Vol 49, Iss 2, Pp 155-168 (2025)
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Contributors:
Subject Terms: Open Access, eXplainable Artificial Intelligence, Artificial Intelligence, Machine Learning, Interpretable machine learning, Causal inference & explanations, Ante-hoc approaches for interpretability, Argumentative-based approaches for explanations, Auto-encoders & explainability of latent spaces, Black-boxes vs white-boxes, Case-based explanations for AI systems, Decomposition of neural network-based models for XAI, Graph neural networks for explainability, Interpreting & explaining Convolutional Neural Networks, Interpretable representational learning, Model-specific vs model-agnostic methods for XAI, Neuro-symbolic reasoning for XAI, Natural language processing for explanations, Pruning methods with XAI, Post-hoc methods for explainability, Artificial intelligence, Natural language and machine translation, Applied computing, Network hardware
File Description: application/pdf
Relation: Communications in Computer and Information Science; Artificial Intelligence (R0)
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Authors:
Source: eLLIIT – The Linköping – Lund Initiative on IT and Mobile Communication Computer graphics forum (Print). 42(1):135-154
Subject Terms: visualization, visual analytics, interpretable machine learning, explainable machine learning, supervised machine learning, instance hardness, undersampling, oversampling, Informations- och programvisualisering, Information and software visualization
File Description: electronic
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14
Authors: et al.
Source: Klassificering och optimal hantering av 2nd life xEV-batterier IEEE Transactions on Transportation Electrification. 9(2):2669-2682
Subject Terms: quantile regression forest, Lithium-ion battery, cycle life early prediction, prediction interval, interpretable machine learning.
File Description: electronic
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Authors:
Source: Knowledge and Information Systems. 65(12):5657-5694
Subject Terms: Interpretable machine learning, Multi-label classification, Rule sampling, Rule-based classification
File Description: print
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Authors: et al.
Source: Tehnički Glasnik, Vol 19, Iss 3, Pp 427-433 (2025)
Tehnički glasnik
Volume 19
Issue 3Subject Terms: feature engineering, Technology, convolutional neural networks, semantic embeddings, graphic engineering, interpretable machine learning, computational aesthetic evaluation
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Authors: et al.
Source: Journal of Magnesium and Alloys, Vol 13, Iss 6, Pp 2866-2883 (2025)
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Authors: et al.
Source: Underground Space, Vol 22, Iss, Pp 320-336 (2025)
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Authors: et al.
Contributors: et al.
Source: North American Actuarial Journal. 29:519-562
Subject Terms: FOS: Computer and information sciences, Computer Science - Machine Learning, predictive performance, 1502 Banking, Finance and Investment, Social Sciences, interpretable machine learning, neural networks, Business, Finance, 1603 Demography, Machine Learning (cs.LG), FOS: Economics and business, model comparison, Business & Economics, 0102 Applied Mathematics, Risk Management (q-fin.RM), pricing, 3502 Banking, finance and investment, 4901 Applied mathematics, property and casualty insurance, embeddings, Quantitative Finance - Risk Management
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Authors: et al.
Source: Journal of Rock Mechanics and Geotechnical Engineering, Vol 17, Iss 4, Pp 2059-2071 (2025)
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