Forecast of oil and gas reservoirs of the Sea of Okhotsk based on interpretation processing of seismic material by А. К. Shatyrov

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MULTICULTURAL COMPETENCE IN THE JOURNALIST'S EDUCATION by O. Belaya, A. Onoprienko

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Global and Local Interpretable Machine Learning Allow Early Prediction of Unscheduled Hospital Readmission by 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

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IRGL-RRI: interpretable graph representation learning for plant RNA–RNA interaction discovery by Qingquan Liao, Xuchong Liu, Wei Zhao, Yu Tong, Fangzheng Xu, Xinxin Liu, Yifan Chen

“…To address this, this study proposes an interpretable graph representation model for accurate plant RRI prediction. …”
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Judicial constitutional control In Russia and foreign countries: models, significance and specificity by F. S. Bekirova, R. R. Gabrilyan

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Projecting Large Fires in the Western US With an Interpretable and Accurate Hybrid Machine Learning Method by Fa Li, Qing Zhu, Kunxiaojia Yuan, Fujiang Ji, Arindam Paul, Peng Lee, Volker C. Radeloff, Min Chen

“…More importantly, the ML model showed remarkably higher interpretability relative to other ML models. …”
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Deep learning framework for interpretable supply chain forecasting using SOM ANN and SHAP by Khandakar Rabbi Ahmed, Md Eahia Ansari, Md. Naimul Ahsan, Arafat Rohan, Md Borhan Uddin, Mir Araf Hossain Rivin

“…The interpretability methods enabled end users to comprehend how the model makes classification decisions. …”
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Analysis and interpretation of aeromagnetic data for Wadi Zeidun area, Central Eastern Desert, Egypt by Mohammad G. Al-Ibiari, Atef A.M. Ismail, Ahmed A. El-Khafeef, Alhussein A. Basheer, Ali M.M. El-laban, Yara Tarek

“…The current study is mainly concerned with the analysis and interpretation of the available aeromagnetic data using different advanced processing techniques, to map the subsurface structural framework and depth estimation of these structures of the Wadi Zeidun area, Central Eastern Desert. …”
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Design of Intelligent Interpretation Network for Underwater Acoustic Communication Receiver with Multiple Signal Modulations by Lanjun LIU, Zining CHENG, Jialin CHEN, Ming LI, Honghao LIU

“…Network training and testing were conducted based on five typical time-varying channel models. The test results show that the two designed intelligent interpretation networks have significantly improved system performance compared to traditional least squares(LS) estimation + zero-forcing(ZF) equalization and LS estimation + minimum mean squared error(MMSE) channel estimation equalization methods. …”
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User Comment-Guided Cross-Modal Attention for Interpretable Multimodal Fake News Detection by Zepu Yi, Chenxu Tang, Songfeng Lu

“…Specifically, we introduce multi-head cross-modal attention heatmaps and comment importance visualizations to provide interpretability support for the model’s predictions, revealing key semantic areas and user perspectives that influence judgments. …”
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Imaging Baogutu granitic intrusions in Western Junggar, NW China using an audio-frequency magnetotelluric array by Bo Yang, Bo Yang, Xiaoling Meng, Xiaoling Meng, Yanjun Wu, Longbin Yang, Yixian Xu

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On the profile characteristics of technical surfaces as applied to nanoroughness by V.V. Izmailov, M.V. Novoselova

“…The experimentally obtained values of the nine most important parameters, as well as their some relationships between them, are presented, confirming the reliability of the surface profile model as a normal random process. The use of standard surface profile parameters ensures to avoid errors and misunderstandings associated with ambiguous interpretation of one or another parameter. …”
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Entanglement entropy of a color flux tube in (2+1)D Yang-Mills theory by Rocco Amorosso, Sergey Syritsyn, Raju Venugopalan

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Ocean Crustal Seismic Layer 2C by R. L. Carlson

“…Though it has been associated with the dike sections sampled in Holes 504B and 1256D, layer 2C is often not observed; whether it is a distinguishable feature of the seismic structure is a question of importance to interpretations of the seismic structure and depends particularly on the defining characteristics of layers 2C and 3. …”
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Teorie ideových modelů Vratislava Effenbergera by Wikstrøm Svěrák, Šimon

INTERBLOCK ZONES IN THE CRUST OF THE SOUTHERN REGIONS OF EAST SIBERIA: TECTONOPHYSICAL INTERPRETATION OF GEOLOGICAL AND GEOPHYSICAL DATA by K. Zh. Seminsky, N. O. Kozhevnikov, A. V. Cheremnykh, E. V. Pospeeva, A. A. Bobrov, V. V. Olenchenko, M. A. Tugarina, V. V. Potapov, R. M. Zaripov, A.S. Cheremnykh

“…We used structural geological methods for studying faults and fractures, morphostructural analysis (including interpretation of satellite images), self-potential (SP) and resistivity profiling, magnetotelluric (MT) sounding, radon emanation survey, and hydrogeological studies of water occurrences. …”
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MolAnchor method for explaining compound predictions based on substructures by Alec Lamens, Jürgen Bajorath

“…Therefore, chemically intuitive approaches that aid in model understanding and interpretation at the molecular level of detail are sought after. …”
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Multiobjective optimization of dielectric, thermal, and mechanical properties of inorganic glasses utilizing explainable machine learning and genetic algorithm by Jincheng Qin, Faqiang Zhang, Mingsheng Ma, Yongxiang Li, Zhifu Liu

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SGTCDA: Prediction of circRNA-drug sensitivity associations with interpretable graph transformers and effective assessment by Hongwei Xia, Caiyue Dong, Xinxing Chen, Zhuoyu Wei, Lichuan Gu, Xiaolei Zhu

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A self-conformation-aware pre-training framework for molecular property prediction with substructure interpretability by Jianbo Qiao, Junru Jin, Ding Wang, Saisai Teng, Junyu Zhang, Xuetong Yang, Yuhang Liu, Yu Wang, Lizhen Cui, Quan Zou, Ran Su, Leyi Wei

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