Real-Time Scheduling with Independent Evaluators: Explainable Multi-Agent Approach by Artem Isakov, Danil Peregorodiev, Ivan Tomilov, Chuyang Ye, Natalia Gusarova, Aleksandra Vatian, Alexander Boukhanovsky

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Postpartum depression risk prediction using explainable machine learning algorithms by Xudong Huang, Lifeng Zhang, Chenyang Zhang, Jing Li, Chenyang Li

“…This study aimed to develop an explainable machine learning model to predict the risk of PPD and to identify its key predictive factors.MethodsA retrospective analysis was conducted on 1,065 women who attended their 6-week postpartum follow-up visit at a tertiary maternal and child healthcare hospital in Shenyang, China, from January to December 2021. …”
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Explainability in RIONA Algorithm Combining Rule Induction and Instance-Based Learning by Grzegorz Góra, Andrzej Skowron, Arkadiusz Wojna

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Regulation of Immune Cell Infiltration into the CNS by Regional Neural Inputs Explained by the Gate Theory by Yasunobu Arima, Daisuke Kamimura, Lavannya Sabharwal, Moe Yamada, Hidenori Bando, Hideki Ogura, Toru Atsumi, Masaaki Murakami

“…Interestingly, this gateway is regulated by regional neural stimulations that can be mechanistically explained by the gate theory. In this review, we also discuss this theory and its potential for treating human diseases.…”
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The "gateway" effect of e-cigarettes may be explained by a genetic liability to risk-taking. by Wayne Hall, Gary Chan

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Unitarity triangle angles explained: a predictive new quark mass matrix texture by P. F. Harrison, W. G. Scott

“…We identify two novel symmetries of these mass matrices which explain the phenomenologically-successful relations α ≡ ϕ 2 ≃ π 2 $$ \frac{\pi }{2} $$ and β ≡ ϕ 1 ≃ π 8 $$ \frac{\pi }{8} $$ .…”
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Differences in the force exerted during wrist movements are explained by a general mathematical model by Camilo Leonardo Sandoval Rodriguez, Carlos Julio Arizmendi Pereira, Diana María Reyes Bravo, Omar Lengerke, Ricardo Palacio, Andrés Jiménez Quezada

“…The results showed high R2 values (median 0.9) and significant random effects, indicating that sEMG signals can explain variations in force signals during different hand movements by introducing the type of movement as part of the random effects of the model. …”
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Large Variations in HIV-1 Viral Load Explained by Shifting-Mosaic Metapopulation Dynamics. by Katrina A Lythgoe, François Blanquart, Lorenzo Pellis, Christophe Fraser

“…Notably, and in contrast to previous models, this new model can explain the large differences in set-point viral load (SPVL) observed between patients and their distribution, as well as the relatively low proportion of cells infected at any one time, and alters the predicted determinants of viral load variation.…”
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How the HESS J1731-347 object could be explained using K− condensation by M. Veselský, P.S. Koliogiannis, V. Petousis, J. Leja, Ch.C. Moustakidis

“…To the best of our knowledge, this represents a first alternative attempt aimed to explain the bulk properties of the specific object with the inclusion of a kaon condensation in dense nuclear matter. …”
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Mars's Crustal and Volcanic Structure Explained by Southern Giant Impact and Resulting Mantle Depletion by K. W. Cheng, A. B. Rozel, G. J. Golabek, H. A. Ballantyne, M. Jutzi, P. J. Tackley

“…Previous giant impact models coupled with simulations of mantle convection have shown that the crustal dichotomy can be explained by post‐impact melt crystallization that emplaced a thick crust in the southern hemisphere. …”
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The effect of minor components on canola oil oxidation: Oxidation kinetics explained by molecular interactions by Daniel Golodnizky, Emil Eshaya, Carlos E.S. Bernardes, Maya Davidovich-Pinhas

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The Hypertension of Hemophilia Is Not Explained by the Usual Cardiovascular Risk Factors: Results of a Cohort Study by Richard F. W. Barnes, Thomas J. Cramer, Afrah S. Sait, Rebecca Kruse-Jarres, Doris V. K. Quon, Annette von Drygalski

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Is the post-Neolithic Y chromosome bottleneck necessarily explained by violent competition between lineages? by Léa Guyon, Jérémy Guez, Evelyne Heyer, Raphaëlle Chaix

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Business Environment and Economic Growth in the European Union Countries: What Can Be Explained for the Convergence? by Agnieszka Głodowska

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The Phenomenology of Iron Pnictides Superconductors Explained in the Framework of 𝑠-Wave Three-Band Eliashberg Theory by G. A. Ummarino

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Enhancing AI Explainability Through the EXACT Framework: A User-Centric Approach by Sara S. Alhasan, Reem A. Alnanih

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User perspectives on AI explainability in aerospace manufacturing: a Card-Sorting study by Sofia Morandini, Federico Fraboni, Mark Hall, Santiago Quintana-Amate, Luca Pietrantoni

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Probabilistic ranking of plant cultivars: stability explains differences from mean rank by Shayan Tohidi, Sigurdur Olafsson

“…The results from applying this method to data observed from multiple crops, namely, rapeseed, sorghum and maize, show that a) existing stability measures explain most of the differences, b) no stability measure explains all differences for all data, and c) stability measures that combine mean with specific type of stability perform the most like probabilistic order. …”
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Optimizing Solar Radiation Prediction with ANN and Explainable AI-Based Feature Selection by Ibrahim Al-Shourbaji, Abdalla Alameen

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Dissolved Oxygen Modeling by a Bayesian-Optimized Explainable Artificial Intelligence Approach by Qiulin Li, Jinchao He, Dewei Mu, Hao Liu, Shicheng Li

“…To this end, the present study contributes a Bayesian-optimized explainable machine learning (ML) model to reveal DO dynamics and predict DO concentrations. …”
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