Výsledky vyhledávání - "SHapley Additive exPlanations"

Explainable machine learning-based prediction of fuel consumption in ship main engines using operational data

Autoři: Hoang, Anh Tuan Bui, Thi Anh Em Nguyen, Xuan Phuong a další

Zdroj: Brodogradnja. 76:1-24

Témata: prediction model, local interpretable model-agnostic explanations, explainable artificial intelligence, shapley additive explanations, Ship fuel consumption

Popis souboru: application/pdf

Přístupová URL adresa: https://hrcak.srce.hr/334956
https://doi.org/10.21278/brod76405

A generative adversarial network enhanced ensemble learning-based prediction model for moment improvement effect of UHPC strengthened damaged RC beams

Autoři: Taffese, Woubishet Zewdu Khodadadi, Nima Zhu, Yanping a další

Zdroj: Case Studies in Construction Materials. 23

Témata: 4005 Civil Engineering (for-2020), 40 Engineering (for-2020), Machine Learning and Artificial Intelligence (rcdc), Reinforced concrete structures, Ultra high-performance concrete, Tabular generative adversarial network, Ensemble learning, SHapley Additive exPlanations, 4005 Civil engineering (for-2020)

Popis souboru: application/pdf

Přístupová URL adresa: https://escholarship.org/uc/item/20q4z16q
https://escholarship.org/content/qt20q4z16q/qt20q4z16q.pdf

Experimental investigation of coal bottom ash concrete mechanical properties and development of novel swarm optimized tree-based explainable models

Autoři: Ashraf, Muhammad Waqas Tu, Yongming Khan, Adnan a další

Zdroj: Case Studies in Construction Materials. 22

Témata: Coal bottom ash, Particle swarm optimization, XGBoost, LGBM, SHapley Additive exPlanations, Byggkonstruktion, Structural Engineering

Popis souboru: electronic

Přístupová URL adresa: https://urn.kb.se/resolve?urn=urn:nbn:se:ltu:diva-112642
https://doi.org/10.1016/j.cscm.2025.e04715

A SHAP value method for ultimate strength prediction of stiffened panel: A data-driven tool in engineering

Autoři: Kim, Do Kyun Sung, Si Hyuk Song, Seoung Woo a další

Zdroj: Ocean Engineering. 343:1-19

Témata: Shapley additive exPlanations, Ultimate lomit state, marine structures, Data processing, Ultimate strength

Přístupová URL adresa: https://research.chalmers.se/publication/548785
https://research.chalmers.se/publication/548998

Fusion of rough set theory, genetic algorithm-backpropagation neural networks and Shapley additive explanations for the design of bamboo furniture

Autoři: Zhongchen Huang Li Ye

Zdroj: BioResources, Vol 20, Iss 3, Pp 7107-7133 (2025)

Témata: kansei engineering, bamboo furniture, bamboo chair, shapley additive explanations, genetic algorithm-backpropagation neural networks, TP248.13-248.65, rough set theory, Biotechnology

Přístupová URL adresa: https://doaj.org/article/6845f7fe5af04af490ceaa2eca5171b5

Interpreting Stress Detection Models Using SHAP and Attention for MuSe-Stress 2022

Autoři: Ho-Min Park Ganghyun Kim Jinsung Oh a další

Zdroj: IEEE TRANSACTIONS ON AFFECTIVE COMPUTING

Témata: Sciences informatiques, visual features, Technology and Engineering, linguistic features, multimodal fusion, Bidirectional control, Multi-modal fusion, Ingénierie, informatique & technologie, Predictive models, Sentiment analysis, Machine learning, Emotion (stress) detection, Multimodal sentiment analysis, Attention, Interpretability, shapley additive explanations (SHAP), EEG, Visual features, Stress detection, Visual feature, emotion (stress) detection, Multimodal fusion, Biological system modeling, Affective computing, Computational modeling, Shapley, Computer science, Linguistic features, Long short term memory, attention, Engineering, computing & technology, Human-Computer Interaction, Multimodal sentiment analyze, Acoustic features, Shapley additive explanation, Multi-modal, multimodal sentiment analysis, Encoding, Feature extraction, interpretability, Shapley Additive exPlanations (SHAP), Software, Anxiety disorders

Popis souboru: application/pdf

Přístupová URL adresa: http://hdl.handle.net/1854/LU-01JYP6512Q8HV695D76088MWPV
https://biblio.ugent.be/publication/01JYP6512Q8HV695D76088MWPV
https://biblio.ugent.be/publication/01JYP6512Q8HV695D76088MWPV/file/01JYP65QP3CRG2QRC77R60Z7N7
http://doi.org/10.1109/TAFFC.2024.3488112

Explainable Artificial Intelligence in the Field of Drug Research

Autoři: Ding Q Yao R Bai Y a další

Zdroj: Drug Des Devel Ther
Drug Design, Development and Therapy, Vol Volume 19, Iss Issue 1, Pp 4501-4516 (2025)

Témata: bibliometric analysis, Explainable Artificial Intelligence, XAI, Drug Research, Therapeutics. Pharmacology, RM1-950, Review, shapley additive explanations, interpretability

Přístupová URL adresa: https://doaj.org/article/db2f40b78bc94a10b796261cbaae9086

Post-TACE ALBI-Score Trajectory in Intermediate and Advanced Hepatocellular Carcinoma: Prognostic Implications and Influencing Factors Analysis

Autoři: Jian Li Tianyuyi Feng Chi Cui a další

Zdroj: J Hepatocell Carcinoma
Journal of Hepatocellular Carcinoma, Vol Volume 12, Iss Issue 1, Pp 865-878 (2025)

Témata: Transarterial Chemoembolization, Group-Based Trajectory Modeling, Machine learning, Neoplasms. Tumors. Oncology. Including cancer and carcinogens, Hepatocellular Carcinoma, Shapley Additive Explanations, RC254-282, Original Research

Přístupová URL adresa: https://pubmed.ncbi.nlm.nih.gov/40352961
https://doaj.org/article/0e3d2310bfd44200a8a37a2ab783e5fd

Evaluating hydrothermal degradation of GFRP composites under sustained loading using explainable machine learning

Autoři: Mudassir Iqbal Xiao-Ling Zhao Hui Li a další

Zdroj: Journal of Ocean Engineering and Science, Vol 10, Iss 6, Pp 982-1001 (2025)

Témata: FRP composites, Hydrothermal degradation, Sustained loading, XGBoost, Shapley additive explanations, CEN/TS 19101, Ocean engineering, TC1501-1800

Popis souboru: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2468013325000324; https://doaj.org/toc/2468-0133

Přístupová URL adresa: https://doaj.org/article/a30ce3651dcf49b886e9b8e64e469aad

Optimization-Driven Cost Estimation in House Construction: A Predictive Modeling Approach Using Fruit Fly Optimization Algorithm

Autoři: Yinghong Shi

Zdroj: Journal of Applied Science and Engineering, Vol 29, Iss 6, Pp 1377-1390 (2025)

Témata: house construction cost prediction, machine learning for cost estimation, fruit fly optimization algorithm, shapley additive explanations, macroeconomic influence on construction costs, Engineering (General). Civil engineering (General), TA1-2040, Chemical engineering, TP155-156, Physics, QC1-999

Popis souboru: electronic resource

Relation: http://jase.tku.edu.tw/articles/jase-202606-29-06-06; https://doaj.org/toc/2708-9967; https://doaj.org/toc/2708-9975

Přístupová URL adresa: https://doaj.org/article/383db83f24a14fd59ec341d4931763ee

Interpretable machine learning for classification and risk factor identification of anxiety, depression, and insomnia symptoms after the full opening of China’s COVID-19 lockdown

Autoři: Zhihao Li Jinfeng Li Anqi Zhang a další

Zdroj: BMC Psychiatry, Vol 25, Iss 1, Pp 1-14 (2025)

Témata: Mental health, Machine learning, Influencing factor, Categorical Boost, SHapley Additive exPlanations, Psychiatry, RC435-571

Popis souboru: electronic resource

Relation: https://doaj.org/toc/1471-244X

Přístupová URL adresa: https://doaj.org/article/f974ad13e61443b9afa17b609d639ef2

Bridging the gap: explainable ai for autism diagnosis and parental support with TabPFNMix and SHAP

Autoři: Shimei Jiang

Zdroj: Scientific Reports, Vol 15, Iss 1, Pp 1-17 (2025)

Témata: Autism spectrum disorder, Explainable artificial intelligence, TabPFNMix regressor, Shapley additive explanations, Neurodevelopmental disorder diagnosis, Machine learning in healthcare, Medicine, Science

Popis souboru: electronic resource

Relation: https://doaj.org/toc/2045-2322

Přístupová URL adresa: https://doaj.org/article/5919b79c733041d6afece130839e3abf

Machine learning prediction of osteoarthritis risk from volatile organic compound exposure using SHAP interpretation in US adults

Autoři: Shanbin Zheng Jiaqing Zhu Xun Cao a další

Zdroj: Scientific Reports, Vol 15, Iss 1, Pp 1-15 (2025)

Témata: Metabolite of volatile organic compound, Osteoarthritis, Machine learning, Shapley additive explanations, Medicine, Science

Popis souboru: electronic resource

Relation: https://doaj.org/toc/2045-2322

Přístupová URL adresa: https://doaj.org/article/05446cf3d8b742978f552afae07ceeba

Explainable AI for post-hoc and pseudo-post-hoc predictive maintenance of governor valve actuators

Autoři: Jun Tang Yang Liu Xiaolu Huang a další

Zdroj: Scientific Reports, Vol 15, Iss 1, Pp 1-25 (2025)

Témata: XAI, SHapley additive explanations, Post-Hoc & pseudo-post-hoc, Fault diagnosis, Early warning, Predictive maintenance, Medicine, Science

Popis souboru: electronic resource

Relation: https://doaj.org/toc/2045-2322

Přístupová URL adresa: https://doaj.org/article/078be1d71bae4001b4cf0a8ebe9ec61a

Interpretable machine learning model for predicting low birth weight in singleton pregnancies: a retrospective cohort study

Autoři: Xiaojuan Wu Qingxiang Zhao Yong Gao a další

Zdroj: BMC Pregnancy and Childbirth, Vol 25, Iss 1, Pp 1-16 (2025)

Témata: Low birth weight, Machine learning, Shapley additive explanations, Nomogram, Neonatal complications, Gynecology and obstetrics, RG1-991

Popis souboru: electronic resource

Relation: https://doaj.org/toc/1471-2393

Přístupová URL adresa: https://doaj.org/article/3e2cea1dea4f4458b573dd4901029be1

Effect of Fabric Structure Hybrid on Penetration Resistance Performance of Fiber Reinforced Composite

Autoři: Yuxuan ZHU Fengjiao CAI Zhicheng LIU a další

Zdroj: Gaoya wuli xuebao, Vol 39, Iss 11, Pp 1-14 (2025)

Témata: fiber-reinforced composites, hybrid structure, ballistic resistance, multiscale computation, shapley additive explanations, Physics, QC1-999

Popis souboru: electronic resource

Relation: https://doaj.org/toc/1000-5773

Přístupová URL adresa: https://doaj.org/article/8af98936664f43a3bf9772fcc11b59e6

Deep learning technique for plant disease classification and pest detection and model explainability elevating agricultural sustainability

Autoři: Wasswa Shafik Ali Tufail Liyanage Chandratilak De Silva a další

Zdroj: BMC Plant Biology, Vol 25, Iss 1, Pp 1-31 (2025)

Témata: Agricultural sustainability, Deep learning, Disease detection, SHapley additive explanations (SHAP), Pest classification, Artificial intelligence, Botany, QK1-989

Popis souboru: electronic resource

Relation: https://doaj.org/toc/1471-2229

Přístupová URL adresa: https://doaj.org/article/a2270d1714614831a906e22c4234f2bc

Deep learning-based AQI forecasting: a CNN-LSTM model with visual insights from SHAP-LIME and PDP

Autoři: Ekata Mohapatra Mira Das Smita Rath

Zdroj: Discover Applied Sciences, Vol 7, Iss 11, Pp 1-31 (2025)

Témata: Air quality index (AQI), Long short-term memory (LSTM), Convolutional neural networks (CNN), Shapley additive explanations (SHAP), Local interpretable model-agnostic explanations (LIME), Partial dependence plots (PDP), Science (General), Q1-390

Popis souboru: electronic resource

Relation: https://doaj.org/toc/3004-9261

Přístupová URL adresa: https://doaj.org/article/356496770ad840e0ba7766447aa5d45b

Correlation analysis between urban environment features and crime occurrence based on explainable artificial intelligence techniques

Autoři: Geunhan Kim Youngtae Cho Ju-Heon Lee a další

Zdroj: Journal of Asian Architecture and Building Engineering, Vol 24, Iss 6, Pp 5751-5770 (2025)

Témata: crime occurrence, urban environment feature, closed-circuit television, extreme gradient boosting, shapley additive explanations, Architecture, NA1-9428, Building construction, TH1-9745

Popis souboru: electronic resource

Relation: https://doaj.org/toc/1347-2852

Přístupová URL adresa: https://doaj.org/article/e76323f1240940fe877b216ee3c62557

Knowledge Discovery on E-Commerce Customer Churn Using Interpretable Machine Learning: A Comparative Study of SHAP-Based Classifiers

Autoři: Dhita Amanda Ardhani Ken Ditha Tania

Zdroj: Journal of Applied Informatics and Computing, Vol 9, Iss 5, Pp 2695-2702 (2025)

Témata: customer churn, e-commerce, machine learning, shapley additive explanations, Electronic computers. Computer science, QA75.5-76.95

Popis souboru: electronic resource

Relation: https://jurnal.polibatam.ac.id/index.php/JAIC/article/view/10811; https://doaj.org/toc/2548-6861

Přístupová URL adresa: https://doaj.org/article/f8b913f0592548b89af32b93fb56cd52