المؤلفون: Sarah Ogutu, Mohanad Mohammed, Henry Mwambi

المصدر: Scientific Reports, Vol 14, Iss 1, Pp 1-23 (2024)

مصطلحات موضوعية: Cytokine profiles, HIV incidence, Random survival forest, Survival support vector machine, SHAP values, C-index, Medicine, Science

وصف الملف: electronic resource

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

URL الوصول: https://doaj.org/article/996eb3023bf44a19b98a1125ed5f57e5

المؤلفون: Van Nhanh Nguyen, Nghia Chung, G.N. Balaji, Krzysztof Rudzki, Anh Tuan Hoang

المصدر: Alexandria Engineering Journal, Vol 118, Iss , Pp 664-680 (2025)

مصطلحات موضوعية: Ship fuel consumption, Maritime industry, Internet of things, Explainable machine learning, SHAP values, Model prediction, Engineering (General). Civil engineering (General), TA1-2040

وصف الملف: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S111001682500095X; https://doaj.org/toc/1110-0168

URL الوصول: https://doaj.org/article/1736ea2d2fe44da88926c49f1b12fc6e

المؤلفون: Qili Yu, Zhiyong Hou, Zhiqian Wang

المصدر: BMC Medical Informatics and Decision Making, Vol 24, Iss 1, Pp 1-17 (2024)

مصطلحات موضوعية: Hip fracture, Acute heart failure, Hypertension, Machine learning, SHAP values, Computer applications to medicine. Medical informatics, R858-859.7

وصف الملف: electronic resource

Relation: https://doaj.org/toc/1472-6947

URL الوصول: https://doaj.org/article/70d029a831d34c408550c101f7eb87d6

المؤلفون: Azmath Mubeen, Uma N. Dulhare

المصدر: Rheumato, Vol 4, Iss 4, Pp 176-192 (2024)

مصطلحات موضوعية: rheumatoid nodules, feature extraction, graph-based analysis, multi-class classification, SHAP values, Immunologic diseases. Allergy, RC581-607

وصف الملف: electronic resource

Relation: https://www.mdpi.com/2674-0621/4/4/14; https://doaj.org/toc/2674-0621

URL الوصول: https://doaj.org/article/78f2aab399e54745b4d52622f21e9e89

المؤلفون: Thanapong Champahom, Chamroeun Se, Fareeda Watcharamaisakul, Sajjakaj Jomnonkwao, Ampol Karoonsoontawong, Vatanavongs Ratanavaraha

المصدر: IATSS Research, Vol 48, Iss 3, Pp 464-476 (2024)

مصطلحات موضوعية: Highway, Collector road, Local road, SHAP values, Machine learning, Transportation and communications, HE1-9990

وصف الملف: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S038611122400044X; https://doaj.org/toc/0386-1112

URL الوصول: https://doaj.org/article/a905424400c346fcacc5ee4d1d0cd165

المؤلفون: Paulauskaite-Taraseviciene Agne, Sutiene Kristina, Dimsa Nojus, Valiukeviciene Skaidra

المصدر: International Journal of Applied Mathematics and Computer Science, Vol 34, Iss 4, Pp 617-629 (2024)

مصطلحات موضوعية: skin lesion, feature extraction, graph theory, multi-class prediction, shap values., Mathematics, QA1-939, Electronic computers. Computer science, QA75.5-76.95

وصف الملف: electronic resource

Relation: https://doaj.org/toc/2083-8492

URL الوصول: https://doaj.org/article/2447fc47dbb54481a31e620a4cc2f920

المؤلفون: Rafael Ruiz de San Martín, Catalina Morales-Hernández, Carmen Barberá, Carlos Martínez-Cortés, Antonio Jesús Banegas-Luna, Francisco José Segura-Méndez, Horacio Pérez-Sánchez, Isabel Morales-Moreno, Juan José Hernández-Morante

المصدر: Machine Learning and Knowledge Extraction, Vol 6, Iss 3, Pp 1653-1666 (2024)

مصطلحات موضوعية: hospital readmission, chronic patient, machine learning, prediction, shap-values, Computer engineering. Computer hardware, TK7885-7895

وصف الملف: electronic resource

Relation: https://www.mdpi.com/2504-4990/6/3/80; https://doaj.org/toc/2504-4990

URL الوصول: https://doaj.org/article/24a1839d7b8b4bccb0ad404299924765

المؤلفون: Tumlumbe Juliana Chengula, Boniphace Kutela, Norris Novat, Hellen Shita, Abdallah Kinero, Reuben Tamakloe, Sarah Kasomi

المصدر: Machine Learning with Applications, Vol 17, Iss , Pp 100574- (2024)

مصطلحات موضوعية: Scooter crashes, Spatial analysis, Explainable AI, SHAP values, Feature importance, XGBoost, Cybernetics, Q300-390, Electronic computers. Computer science, QA75.5-76.95

وصف الملف: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2666827024000501; https://doaj.org/toc/2666-8270

URL الوصول: https://doaj.org/article/3f9813f5bb0648c19da281d414c481d7

المؤلفون: Frank Ngeni, Boniphace Kutela, Tumlumbe Juliana Chengula, Cuthbert Ruseruka, Hannah Musau, Norris Novat, Debbie Aisiana Indah, Sarah Kasomi

المصدر: Machine Learning with Applications, Vol 17, Iss , Pp 100582- (2024)

مصطلحات موضوعية: Bike-sharing station capacity, Random forest, Explainable artificial intelligence, Smart location database, SHAP values, Cybernetics, Q300-390, Electronic computers. Computer science, QA75.5-76.95

وصف الملف: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2666827024000586; https://doaj.org/toc/2666-8270

URL الوصول: https://doaj.org/article/14ff9834c3c741c4a76b6aa0e0272b86

المؤلفون: Antonella S. Antonini, Juan Tanzola, Lucía Asiain, Gabriela R. Ferracutti, Silvia M. Castro, Ernesto A. Bjerg, María Luján Ganuza

المصدر: Applied Computing and Geosciences, Vol 23, Iss , Pp 100178- (2024)

مصطلحات موضوعية: Mafic–ultramafic rocks, Geochemical discrimination, Random forest classification, SHAP values, Explainable artificial intelligence, Geography. Anthropology. Recreation, Geology, QE1-996.5, Electronic computers. Computer science, QA75.5-76.95

وصف الملف: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2590197424000259; https://doaj.org/toc/2590-1974

URL الوصول: https://doaj.org/article/ecc7fc197246437db2f21351a1dbf5b9

المؤلفون: Michelle Hagen, Rupashree Dass, Cathy Westhues, Jochen Blom, Sebastian J. Schultheiss, Sascha Patz

المصدر: Environmental Microbiome, Vol 19, Iss 1, Pp 1-12 (2024)

مصطلحات موضوعية: Metagenomics, Machine learning, SHAP values, Differential abundance analysis, Soil microbiome, Drought stress, Environmental sciences, GE1-350, Microbiology, QR1-502

وصف الملف: electronic resource

Relation: https://doaj.org/toc/2524-6372

URL الوصول: https://doaj.org/article/0d4a1b13728c4612acc82876a3e85c03

المؤلفون: Waqas Ali, Mariam Sabir

المصدر: Emerging Technologies and Engineering Journal, Vol 1, Iss 1, Pp 15-25 (2024)

مصطلحات موضوعية: machine learning, bug localization, cross-platform software, lstm networks, explainable ai (xai), shap values, natural language processing, software development, feature engineering, Engineering (General). Civil engineering (General), TA1-2040

وصف الملف: electronic resource

Relation: https://engiscience.com/index.php/etej/article/view/219; https://doaj.org/toc/3007-2875

URL الوصول: https://doaj.org/article/f2c2038f63294c0ba0da0e9a0eaf1b8e

المؤلفون: Gabriel Marín Díaz, Raquel Gómez Medina, José Alberto Aijón Jiménez

المصدر: Mathematics, Vol 12, Iss 18, p 2797 (2024)

مصطلحات موضوعية: Fuzzy C-Means, explainable AI, XAI, SHAP values, LIME, citizen science, Mathematics, QA1-939

وصف الملف: electronic resource

Relation: https://www.mdpi.com/2227-7390/12/18/2797; https://doaj.org/toc/2227-7390

URL الوصول: https://doaj.org/article/068c9cffa1294fb291253e00d5d887c5

المؤلفون: Zhihao Song, Lin Zhao, Qia Ye, Yuxiang Ren, Ruming Chen, Bin Chen

المصدر: Remote Sensing, Vol 16, Iss 18, p 3363 (2024)

مصطلحات موضوعية: machine learning, atmospheric particulate matter, SHAP values, meteorological impact analysis, Science

وصف الملف: electronic resource

Relation: https://www.mdpi.com/2072-4292/16/18/3363; https://doaj.org/toc/2072-4292

URL الوصول: https://doaj.org/article/bde2e0a37eb24783b0532f1ed4315adb

المؤلفون: Lazar, Alina, Jin, Ling, Brown, Caitlin, Spurlock, C Anna, Sim, Alexander, Wu, Kesheng

مصطلحات موضوعية: household vehicle transaction, multinomial logit, gradient boosting, SHAP values, treeExplainer

URL الوصول: https://escholarship.org/uc/item/9g95d7gj

المؤلفون: Chabrier, Lisa, Crombach, Anton, Peignier, Sergio, Rigotti, Christophe

المساهمون: Artificial Evolution and Computational Biology (BEAGLE), Laboratoire d'InfoRmatique en Image et Systèmes d'information (LIRIS), Université Lumière - Lyon 2 (UL2)-École Centrale de Lyon (ECL), Université de Lyon-Université de Lyon-Université Claude Bernard Lyon 1 (UCBL), Université de Lyon-Institut National des Sciences Appliquées de Lyon (INSA Lyon), Université de Lyon-Institut National des Sciences Appliquées (INSA)-Institut National des Sciences Appliquées (INSA)-Centre National de la Recherche Scientifique (CNRS)-Université Lumière - Lyon 2 (UL2)-École Centrale de Lyon (ECL), Université de Lyon-Institut National des Sciences Appliquées (INSA)-Institut National des Sciences Appliquées (INSA)-Centre National de la Recherche Scientifique (CNRS)-Inria Lyon, Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria), Biologie Fonctionnelle, Insectes et Interactions (BF2I), Institut National des Sciences Appliquées de Lyon (INSA Lyon), Université de Lyon-Institut National des Sciences Appliquées (INSA)-Université de Lyon-Institut National des Sciences Appliquées (INSA)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE), Université de Lyon-Institut National des Sciences Appliquées (INSA)-Institut National des Sciences Appliquées (INSA)-Centre National de la Recherche Scientifique (CNRS), Data Mining and Machine Learning (DM2L), This work was partially funded by PEPR Sant ́e Num ́erique, project 22-PESN-0002, Fondation ARC un- der grant ARCPJA22020060002212, Institut National du Cancer under grant PLBIO22-071, the National Institutes of Health (NIH) award R01DC020478 and BQR INSA Lyon 2023 Neurinfo. This work was also supported by the LabEx IMU (ANR-10-LABX-0088)., ANR-10-LABX-0088,IMU,Urban Worlds Intelligences(2010), ANR-22-PESN-0002,AI4scMED,MultiScale AI for SingleCell-Based Precision Medicine(2022)

المصدر: IEEE 12th Data Mining in Biomedical Informatics and Healthcare Workshop (DMBIH'24) at ICDM'24 ; https://inria.hal.science/hal-04808464 ; IEEE 12th Data Mining in Biomedical Informatics and Healthcare Workshop (DMBIH'24) at ICDM'24, 2024, Abu Dhabi, United Arab Emirates. pp.10

مصطلحات موضوعية: Explainable ML, SHAP values, Gene regulatory network, Network rewiring, Differential network analysis, [INFO.INFO-BI]Computer Science [cs]/Bioinformatics [q-bio.QM]

جغرافية الموضوع: Abu Dhabi, United Arab Emirates

الاتاحة: https://inria.hal.science/hal-04808464
https://inria.hal.science/hal-04808464v1/document
https://inria.hal.science/hal-04808464v1/file/2024_DMBIH_HAL_FINAL_VERSION.pdf

المؤلفون: Pensa, Ruggero, G., Crombach, Anton, Peignier, Sergio, Rigotti, Christophe

المساهمون: Università degli studi di Torino = University of Turin (UNITO), Artificial Evolution and Computational Biology (BEAGLE), Laboratoire d'InfoRmatique en Image et Systèmes d'information (LIRIS), Université Lumière - Lyon 2 (UL2)-École Centrale de Lyon (ECL), Université de Lyon-Université de Lyon-Université Claude Bernard Lyon 1 (UCBL), Université de Lyon-Institut National des Sciences Appliquées de Lyon (INSA Lyon), Université de Lyon-Institut National des Sciences Appliquées (INSA)-Institut National des Sciences Appliquées (INSA)-Centre National de la Recherche Scientifique (CNRS)-Université Lumière - Lyon 2 (UL2)-École Centrale de Lyon (ECL), Université de Lyon-Institut National des Sciences Appliquées (INSA)-Institut National des Sciences Appliquées (INSA)-Centre National de la Recherche Scientifique (CNRS)-Inria Lyon, Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria), Biologie Fonctionnelle, Insectes et Interactions (BF2I), Institut National des Sciences Appliquées de Lyon (INSA Lyon), Université de Lyon-Institut National des Sciences Appliquées (INSA)-Université de Lyon-Institut National des Sciences Appliquées (INSA)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE), Université de Lyon-Institut National des Sciences Appliquées (INSA)-Institut National des Sciences Appliquées (INSA)-Centre National de la Recherche Scientifique (CNRS), Data Mining and Machine Learning (DM2L), For this work, R.G. Pensa has received a grant from Inria, under its visiting scholar program. This work was also partially funded by BQR INSA Lyon 2023 Neurinfo, ANR project C2R-IA ANR-22-CE56-0005, PEPR Santé Numérique project 22-PESN-0002, Fondation ARC grant ARCPJA22020060002212, Institut National du Cancer grant PLBIO22-071, and the National Institutes of Health (NIH) award R01DC020478., ANR-10-LABX-0088,IMU,Urban Worlds Intelligences(2010), ANR-22-CE56-0005,C2R-IA,Chutes de blocs et Risque Rocheux : utilisation de l'Intelligence Artificielle pour la gestion opérationnelle du risque(2022), ANR-22-PESN-0002,AI4scMED,MultiScale AI for SingleCell-Based Precision Medicine(2022)

المصدر: LNAI Springer ; 27th International Conference Discovery Science (DS'24) ; https://hal.science/hal-04809871 ; 27th International Conference Discovery Science (DS'24), 2024, Pise, Italy. pp.1-16

مصطلحات موضوعية: Explainable AI, SHAP values, Co-clustering, [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]

جغرافية الموضوع: Pise, Italy

الاتاحة: https://hal.science/hal-04809871
https://hal.science/hal-04809871v1/document
https://hal.science/hal-04809871v1/file/2024_Combining%20SHAP-driven%20Co-clustering%20and%20Shallow%20Decision%20Trees%20to%20Explain%20XGBoost.pdf

المؤلفون: Małgorzata Charytanowicz

المصدر: Informatics in Education, Vol 22, Iss 3, Pp 351-368 (2023)

مصطلحات موضوعية: higher education, online learning, XGBoost, SHAP values, COVID-19, student motivation, Special aspects of education, LC8-6691

وصف الملف: electronic resource

Relation: https://doaj.org/toc/1648-5831; https://doaj.org/toc/2335-8971

URL الوصول: https://doaj.org/article/fbe837fbc9714a14abfb433d123b8880

المؤلفون: Chi Lok Loi, Chun‐Chieh Wu, Yu‐Chiao Liang

المصدر: Journal of Advances in Modeling Earth Systems, Vol 16, Iss 3, Pp n/a-n/a (2024)

مصطلحات موضوعية: tropical cyclone, tropical cyclone genesis, machine learning, SHAP values, Physical geography, GB3-5030, Oceanography, GC1-1581

وصف الملف: electronic resource

Relation: https://doaj.org/toc/1942-2466

URL الوصول: https://doaj.org/article/8ea1062f1b0f4c098dcd3751fef57a20

المؤلفون: Meshel Alkahtani, Javed Mallick, Saeed Alqadhi, Md Nawaj Sarif, Mohamed Fatahalla Mohamed Ahmed, Hazem Ghassan Abdo

المصدر: Geocarto International, Vol 39, Iss 1 (2024)

مصطلحات موضوعية: Soil erosion prediction, deep learning, Bayesian Optimization, SHAP values, sustainable land management, Physical geography, GB3-5030

وصف الملف: electronic resource

Relation: https://doaj.org/toc/1010-6049; https://doaj.org/toc/1752-0762

URL الوصول: https://doaj.org/article/9346a77448844b70903139df981621a2