A Comprehensive Review of Dropout Prediction Methods Based on Multivariate Analysed Features of MOOC Platforms by Saad Alghamdi, Ben Soh, Alice Li

“…Moreover, incorporating feature selection methods and explainable AI techniques can enhance the interpretability of these models, making them more actionable for educators and course designers. …”
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Linear Correlation of Ba and Eu Contents by Hydrothermal Activities: A Case Study in the Hetang Formation, South China by Chao Chang, Qi Fu, Xiaolin Wang

“…It is evident that significant contribution of both Ba and Eu from hydrothermal fluids is the cause of this linear relationship, while this coexistence is ultimately controlled by their similar chemical properties and abundances in rock sequences along the fluid path. This interpretation was supported by similar linear Ba-Eu correlations retrieved from barite-bearing chert in another area of the Yangtze platform during the same geological period. …”
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A dataset of blood slide images for AI-based diagnosis of malariaDataverse by Rose Nakasi, Joyce Nakatumba Nabende, Jeremy Francis Tusubira, Aloyzius Lubowa Bamundaga, Alfred Andama

“…In Uganda, utilization of microscopy is challenged by insufficient expertise to interpret the images accurately, affecting the efficiency, effectiveness and accuracy of malaria detection and diagnosis. …”
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Modeling Multimedia Ad Exposure: The Role of Low-Level Audiovisual Features by Urban Burnik, Andrej Kosir, Gregor Strle

“…SHapley Additive exPlanations (SHAP) analysis highlighted key features and their interactions, improving interpretability. These findings underscore the importance of nonlinear relationships in modeling multimedia exposure, with implications for optimizing multimedia advertising strategies.…”
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Day-Ahead Crude Oil Price Forecasting Using a Novel Morphological Component Analysis Based Model by Qing Zhu, Kaijian He, Yingchao Zou, Kin Keung Lai

“…Meanwhile, work in this paper offers additional insights into the heterogeneous market microstructure with economic viable interpretations.…”
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Improved HFACS on Human Factors of Construction Accidents: A China Perspective by Gui Ye, Qin Tan, Xiaoli Gong, Qingting Xiang, Yuhe Wang, Qinjun Liu

“…An analytical I-HFACS mechanism was designed to interpret how activities and decisions made by upper management lead to operator errors and subsequent accidents. …”
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Family Support for Short-Status Pregnant Women to Prevent Gestational Stunting : Phenomenological Studies by Zuriati Muhamad, St. Surya Indah Nurdin, Asnidar Asnidar, Ilyas Abbas Ilyas Abbas, Dwi Nur Octaviani Katili

“…The data were analyzed using the Interpretation of Phenomenology Analysis (IFA). Results: It is suggested that family support needs to be increased through the participation of community leaders and religious leaders, so that pregnant women can carry out their pregnancies happily and have support from those closest to them and have an impact on the health of the fetus. …”
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Sex and gender differences in the molecular etiology of Parkinson’s disease: considerations for study design and data analysis by Samantha L. Schaffner, Kira N. Tosefsky, Amy M. Inskter, Silke Appel-Cresswell, Julia M. Schulze-Hentrich

“…Consideration of sex and gender-related factors in study design, data analysis, and interpretation have the power to expedite our knowledge of the etiology of PD in men and in women, and to inform prevention and therapeutic strategies tailored to each sex.…”
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Hybrid Version of the Kedem–Katchalsky–Peusner Equations for Diffusive and Electrical Transport Processes in Membrane by Andrzej Ślęzak, Sławomir M. Grzegorczyn

“…In addition, a frictional interpretation of the obtained coefficients is presented.…”
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Monitoring Detrusor Oxygenation and Hemodynamics Noninvasively during Dysfunctional Voiding by Andrew J. Macnab, Lynn S. Stothers, Babak Shadgan

“…This methodological report describes how to conduct simultaneous NIRS monitoring of detrusor oxygenation and hemodynamics during UDS, outlines the clinical implications and practical applications of NIRS, explains the principles of physiologic interpretation of NIRS voiding data, and proposes an exploratory hypothesis that the pathophysiological causes underlying LUTS include detrusor dysfunction due to an abnormal hemodynamic response or the onset of oxygen debt during voiding.…”
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AUXIN DISTRIBUTION IN A TRANSVERSE ROOT SECTION by E. S. Novoselova, V. V. Mironova, T. M. Khlebodarova, V. A. Likhoshvai

“…It is shown that the nonlinear processes of auxin transport regulation are responsible for the formation of asymmetric auxin distributions, which may be interpreted as the positional information for development of the diarch structure of the vascular cylinder. …”
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The Level of Oxidative Neutrophil Response When Determining Endotoxin Activity Assay: A New Biomarker for Defining the Indications and Effectiveness of Intensive Care in Patients w... by Michael Yaroustovsky, Ekaterina Rogalskaya, Marina Plyushch, Ludmila Klimovich, Nataliya Samsonova, Marina Abramyan

“…EAA results should be interpreted with the level of neutrophil response. “Response” > 0.5 has a negative predictive value; the EAA < 0.6 at “Response” < 0.5 may indicate a high level of endotoxaemia.…”
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Prenatal Invasive Testing: A 4-Years Single Institution Experience in Turkey by Emre Ekmekçi, Kutlu Kurt, Servet Gençdal, Emine Demirel, Sefa Kelekçi

“… OBJECTIVE: Evaluation of indications, methods and results of prenatal diagnostic invasive procedures performed in our clinic in a four-year process and interpretation of relations between them. STUDY DESIGN: In this study 553 patients were examined retrospectively, who were undergone prenatal invasive procedures in our clinic for determination of fetal karyotype. …”
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Assisting Hearing and Physically Impaired Students in Navigating Immersive Virtual Reality for Library Orientation by Pakinee Ariya, Yakannut Yensathit, Phimphakan Thongthip, Kannikar Intawong, Kitti Puritat

“…The platform integrates assistive technology functions, including sign language interpretation, customizable audio cues, vibration feedback, and various locomotion controls to meet the diverse needs of impaired students. …”
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Melatonin in Tuberous Sclerosis Complex Analysis Using Modern Mathematical Modeling Methods by Justyna Paprocka, Marek Kijonka, Łukasz Boguszewicz, Maria Sokół

“…The parameters of the melatonin secretion models were interpreted and compared with those obtained for the patients with epilepsy (n=76) and the children from the control, nonepileptic group (n=36). …”
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Topological classification of critical points for hairy black holes in Lovelock gravity by Meng-Yao Zhang, Hou-You Zhou, Hao Chen, Hassan Hassanabadi, Zheng-Wen Long

“…By using the Brouwer degree defined in one-dimensional space, we interpret the equation of state for temperature in black hole thermodynamics, $$T=T(V,x_i)$$ T = T ( V , x i ) , as a spinodal curve, with its derivative defining a new function f. …”
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Research on 2.4 GHz Wireless Channel Propagation Characteristics in a Steel Ship Cabin by Wanli Tu, Hong Xu, Yiqun Xu, Qiubo Ye, Mingxian Shen

“…The results show that this analysis could provide valid interpretation of wireless channel propagation characteristics in steel ships.…”
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MODELO BIOGEOGRÁFICO DE LOS MOSQUITOS CULEX SPP. (DIPTERA: CULICIDAE) EN MÉXICO by Maria Torres Olave, Hugo Rojas Villalobos, Gina Zesati, Luis Bravo Peña, Luis Alatorre Cejudo

“…The resulting maps can be interpreted as relative suitability areas, these areas are presented on the east coast of Mexico, mainly in the states of Veracruz and Tabasco. …”
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Ariel’s Medial Grooves: Spreading Centers on a Candidate Ocean World by Chloe B. Beddingfield, Richard J. Cartwright, Lauren M. Jozwiak, Tom A. Nordheim, G. Wes Patterson

“…Evidence for this interpretation includes close alignment of offset faults and chasma margins during reconstruction, axial troughs bounded by raised rims, bowed-up chasma floors with marginal valleys, subparallel chasma floor ridges, and relatively young medial groove–bounding terrain. …”
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‘DeltaCAN - A new data set of Canadian Arctic and subarctic coastal deltas’ by Mette Bendixen, Beatrice Roberge, Jenny Park, David Didier, Antoine Boisson, Haley Yorston, Lindsay Trottier, Ashley Hoblyn, Jackie Lee, Sadie MacDonald, Shan Zhao, Lauren Traboulsee, Arthur Rebillard, Lars Lønsmann Iversen

“…Here, we present DeltaCAN, a novel data set on the locations of Canadian deltas larger than 500 m in width derived by visual interpretation of freely available satellite imagery. …”
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