Predicting occupational musculoskeletal disorders in South Korean male office workers using a robust and sparse twin support vector machine by Haewon Byeon

“…Furthermore, the RSTSVM model provided enhanced interpretability, making it easier to identify and understand key risk factors compared to traditional models. …”
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Machine learning based prediction models for the prognosis of COVID-19 patients with DKA by Zhongyuan Xiang, Jingyi Hu, Shengfang Bu, Jin Ding, Xi Chen, Ziyang Li

“…We employed 5-fold cross-validation for model evaluation and used the Shapley Additive Explanations (SHAP) algorithm for result interpretation to ensure reliability. The LR model demonstrated the highest accuracy (AUC = 0.933) in predicting mortality. …”
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Application of expert opinion in investigation and proof of criminal offences against justice by V. V. Grytsenko

“…Since the existing legislative approach does not define such grounds in detail, and given the presumption of mental health, the task of ensuring their unambiguous interpretation in law enforcement practice is urgent. …”
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Relationship between the learning gains and learning style preferences among students from the school of medicine and health sciences by Blanca Bazán-Perkins, José Alfredo Santibañez-Salgado

“…Therefore, it is crucial to identify the factors influencing students' learning style preferences, as these relate to how they acquire, understand, interpret, organize, and process information from their courses. …”
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THE CHERNOBYL ACCIDENT AS A CULTURAL TRAUMA OF UKRAINE by Ya.O. Yakovlieva

“…Obviously, it is the relationship of philosophical and historical knowledge in matters of understanding of the Chernobyl accident was a priority for the process of the formation of a unique semiotically-mental "Chernobyl space" of recently opened for socio-philosophical interpretation, which in itself raises the possibility of "Chernobyl discourse." …”
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The Eruptive Duality of a Filament on 2023 April 21 by Yue Fang, Jun Zhang

“…It indicates that the critical height of the torus instability of the fields overlying WS1 is lower than that overlying ES1. To interpret this filament eruption, we first put forward the eruptive duality, characterized by the eruption of the partial filament structure and the confinement of the other structure, and this duality is determined by the properties of the overlying fields.…”
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Carbon nanotube manipulates crystallization kinetics and viscoelastic behavior of PP/EBC blends by Nariman Rajabifar, Payam Yazdandoost, Parnian Gholami Dastnaei, Amir Rostami

“…The dynamic mechanical analysis further interprets the role of MWCNTs as compatibilizers by bridging the gap between the glassy temperature of PP and EBC components. …”
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Aménager la berge en rive droite de la Loire à l’époque romaine à Orléans/Cenabum (Loiret) by Julien Courtois, Émilie Roux-Capron

“…This group of buildings, directly linked to the adjacent port structures (developed bank and open-air loading space), could be interpreted as a series of warehouses. From the second half of the 4th c. …”
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ADA-NAF: Semi-Supervised Anomaly Detection Based on the Neural Attention Forest by Andrey Ageev, Andrei Konstantinov, Lev Utkin

“…This work advances the field by introducing a novel architecture that combines the interpretability of attention mechanisms with the powerful feature learning capabilities of autoencoders.…”
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An Automated Approach for Epilepsy Detection Based on Tunable Q-Wavelet and Firefly Feature Selection Algorithm by Ahmed I. Sharaf, Mohamed Abu El-Soud, Ibrahim M. El-Henawy

“…Therefore, computer-aided detection provides an asset to the neurophysiologist in interpreting the EEG. This paper introduces a novel approach to recognize and classify the epileptic seizure and seizure-free EEG signals automatically by an intelligent computer-aided method. …”
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DVGEDR: a drug repositioning method based on dual-view fusion and graph enhancement mechanism in heterogeneous networks by Dongjiang Niu, Lianwei Zhang, Beiyi Zhang, Qiang Zhang, Shanyang Ding, Hai Wei, Zhen Li

“…Next, a Multiple Attention Graph encoder (MAGencoder) module is designed to learn subgraph features and explore relationships between entities, which also improve the interpretability of the model. Finally, a graph enhancement mechanism is devised to improve the perception of critical information of model, enabling the model to flexibly process different graph structures. …”
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Analysing the role of the perceptual dimension in the formation of the urban third place by Upendra Joshi, Snehal Nagarsheth

“…The theoretical approach interprets a perceptual dimension by analysing an individual's 'Sense of Place' in relation to the urban third place. …”
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Unmet need for healthcare in the Russian Federation: subnational retrospective modelling analysis (2014–2018) by Elias Mossialos, Vladimir M Shkolnikov, Zlatko Nikoloski, Aparnaa Somanathan, Igor Sheiman

“…We also used data from various sources that addressed the reasons underlying unmet need to interpret the findings from the modelling analysis.Results Approximately one-third of the Russian population (34.7% in 2018) reported that healthcare was not received when it was needed with little change observed between 2014 and 2018. …”
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Dermoscopy of Early-Stage Mycosis Fungoides: Comparative Study with Inflammatory Dermatoses by Amel Chabbouh, Noureddine Litaiem, Houda Hammami, Mourad Mokni, Faten Zeglaoui

“…Dermoscopic photos were interpreted by two independent evaluators. Results: Vascular structures significantly associated with the diagnosis of early-stage MF included polymorphic, coiled, serpentine, and linear vessels, in an unspecific distribution. …”
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Different frequencies to estimate bone mineral content from raw bioelectrical impedance data in adolescent soccer players: a critical analysis by Marcus Vinicius de Oliveira Cattem, Josely Correa Koury

“…However, its utility is constrained by prediction and interpretation errors, emphasizing the importance of careful frequency selection.…”
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Spinal mobilization force-time characteristics: A scoping literature review. by Lindsay M Gorrell MChiroprac, Luana Nyirö, Mégane Pasquier, Isabelle Pagé, Nicola R Heneghan, Petra Schweinhardt, Martin Descarreaux

“…While some studies quantify the biomechanical (kinetic) parameters of SMob, interpretation of findings is difficult due to poor reporting of methodological details. …”
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Enhanced Emotion-Aware Conversational Agent: Analyzing User Behavioral Status for Tailored Reponses in Chatbot Interactions by S. Abinaya, K. S. Ashwin, A. Sherly Alphonse

“…To address this, this study proposes a new hybrid chatbot model called “TEBC-Net” (Text Emotion Bert CNN Network), which combines text and video analysis to interpret user emotions and generate more empathetic responses. …”
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Apropiación del Plan de Estudio para la educación básica 2022: un estudio de caso by Fernando Iván Ceballos Escobar

“…It`s a qualitative, interpretive study carried out through semi-structured interviews and a focus group. …”
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Cells Grouping Detection and Confusing Labels Correction on Cervical Pathology Images by Wenbo Pang, Yi Ma, Huiyan Jiang, Qiming Yu

“…The use of pathological image analysis technology to automatically interpret cells in pathological slices is a hot topic in digital medicine research, as it can reduce the substantial effort required from pathologists to identify cells and can improve diagnostic efficiency and accuracy. …”
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Theoretical and methodological aspects of personal brand formation in the digital environment by G. V. Dovzhik, V. N. Dovzhik, S. A. Musatova

“…The article considers the theoretical and methodological aspects of the formation of a personal brand, describes modern approaches to the interpretation of the concepts of brand and personality brand. …”
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