ADA-NAF: Semi-Supervised Anomaly Detection Based on the Neural Attention Forest by Andrey Ageev, Andrei Konstantinov, Lev Utkin

“…Second, a novel encoding mechanism leverages NAF’s hierarchical structure to capture complex data patterns. Third, an adaptive anomaly scoring framework combines the reconstruction errors with the attention-based feature importance. …”
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Introduction and studying of the species polymorphism in the almond genetic diversity preserved at Krymsk Experiment Breeding Station of VIR in the prebreeding stage by I. S. Chepinoga

“…Almonds introduced from foreign research institutions are also described.Analytical selection helped to identify complex sources of resistance to abiotic factors: ‘Victoria’ (k-42684), ‘Meteor’ (k-42683), ‘Dessertny’ (k-43550), Ai-Dere No.4 (k-42676), Ai-Dere No.5 (k-42677), Kolod 6 (k-42709), Podvoyny 205 (k-42678), ‘Tuono’ (k-49598), and Ferraduel × Tuono (k-43561). …”
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Development of self-assessment scale of Public health nursing Art to enhance “Strength of Community” (PASC) by Miho Tanaka, Reiko Okamoto, Keiko Koide, Misaki Kiya

“…Abstract Background In recent years, health needs have become more complex and serious in Japan, and technologies that enhance local strengths to solve problems are essential. …”
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Condition Monitoring of Marine Diesel Lubrication System Based on an Optimized Random Singular Value Decomposition Model by Shuxia Ye, Bin Da, Liang Qi, Han Xiao, Shankai Li

“…As modern marine diesel engine systems become increasingly complex, effective condition monitoring methods are essential for ensuring optimal performance and preventing anomalies. …”
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L'approche écosystémique de la santé des populations : le cas de l’exposition au mercure des communautés riveraines de l’Amazonie et du nord du Québec by Sebastian Weissenberger, Delaine Sampaio da Silva, Roger Schetagne

“…The environmental mercury issue is complex and the subclinical impacts of a long-term exposure to low concentrations have often failed to be taken into account. …”
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Two Versus Three Narrow-Diameter Implants with Locator Attachments Supporting Mandibular Overdentures: A Two-Year Prospective Study by Ali M. El-Sheikh, Omar F. Shihabuddin, Sahar M. F. Ghoraba

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Resistant stomach ulcer at Cushing disease: clinical case by N. V. Novozhilov, Yu. O. Shulpekoa, S. V. Mironov, Ye. K. Baranskaya, A. A. Sheptulin, V. T. Ivashkin

“…Pathogenesis of chronic stomach ulcer is complex: effect of H.pylori infection, drugs (NSAID, steroids) and hypercorticoidism. …”
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Exploring the charge storage ability of the spinel-type high entropy oxide (MnFeCoNiZn)3O4 nanoparticles for supercapacitor applications by Arun S R, George Jacob

“…High entropy materials have grabbed more attention in recent years on account of their unique crystal structure, large compositional design space, and complex chemistry enabling the enormous and unexplored properties in the different fields. …”
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Cells Grouping Detection and Confusing Labels Correction on Cervical Pathology Images by Wenbo Pang, Yi Ma, Huiyan Jiang, Qiming Yu

“…In addition, according to the Bethesda system, clinical definitions among various categories of abnormal cervical cells are complex, and their boundaries are ambiguous. Differences in assessment criteria among pathologists result in ambiguously labeled cells, which poses a significant challenge for deep learning networks. …”
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Wall Pressure and Blade Surface Pressure in a Side Channel Blower by Sven Münsterjohann, Stefan Becker

“…In side channel blowers, the pressure field is the result of complex, inner flow mechanisms. While there are already experimental investigations on the wall pressure distributions, little is known about the pressure in the rotating system, i.e., on the blade surface. …”
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Medical (doctor’s) error: concept and causes of its occurrence by K. O. Skrynnikova

“…It has been argued that this topic is of great theoretical and practical importance, since errors and negligence of doctors and medical staff can cause irreparable harm to patients' health or lead to death. The problem is complex, because it requires both medical and legal knowledge, and is related to the most important and difficult issue of qualifying certain acts. …”
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Plant expression systems for production of recombinant pharmaceutically important proteins by E. V. Deineko, A. A. Zagorskaya

“…In addition, plants are higher eukaryotes, and therefore fullvalue folding and the formation of multimeric protein complexes occur in their cells, as well as a significant portion of post­translational modifications similar to those in mammalian cells. …”
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The Multistream Self: Biophysical, Mental, Social, and Existential by Vinod D. Deshmukh

“…Well-being is defined as a life of happiness, contentment, low distress, and good health with positive outlook. Self is a complex, integrative process of living organisms. …”
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Evidence-based economic policy at the regional level by Elena G. Kropinova, Andrey E. Shastitko

“…The Kaliningrad region is one of Russia’s most complex due to its geographical isolation and historical background. …”
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Peer and lay health work for people experiencing homelessness: A scoping review. by Jessica Mangan, Pablo Del Cid Nunez, Sara Daou, Graziella El-Khechen Richandi, Amna Siddiqui, Jonathan Wong, Liz Birk-Urovitz, Andrew Bond, Aaron M Orkin

“…Homelessness poses complex health obstacles for individuals and communities. …”
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Experimental trichuriasis: Changes in the immune response and bacterial translocation during acute phase development illustrated with 3D model animation. by Dayane Alvarinho de Oliveira, Renato Oliveira, Brunna Vianna Braga, Lorian Cobra Straker, Luciana Silva Rodrigues, Lilian Lacerda Bueno, Ricardo Toshio Fujiwara, Eduardo José Lopes-Torres

“…This study provides significant insights into the immunological and pathological mechanisms of trichuriasis progression, highlighting the complex interplay among host immune responses, the gut microbiome, and parasite survival strategies, all of which are crucial aspects for future therapeutic development.…”
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Topology Unveiled: A New Horizon for Economic and Financial Modeling by Yicheng Wei, Junzo Watada, Zijin Wang

“…Meanwhile, in contemporary economics, topology is being used for high-dimension reduction, complex network construction, and structural data mining, combined with techniques of machine learning, and applied to high-dimensional time series and structure analysis in financial markets. …”
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Anthropology and the City. Street Art in Medellín’s Comuna 13: A City-Making Practice and an Ethnographic Tool by Claudio Riga

“…While street art is a globally widespread form of artistic expression, its deep contextual and situated characteristics can offer novel avenues for studying complex urban phenomena. Nevertheless, its potential for anthropological understanding has yet to be fully explored. …”
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Features of Аpplication of a Сombined Аpproach to the Еvaluation of the Мeasurement Results Uncertainty by P. S. Serenkov, V. L. Hurevich, Т. К. Тоlochko

“…It is recommended to evaluate the total uncertainty of the final measurement result by complexation of evaluations of particular total uncertainty of the results for all fragments according to the uncertainties distribution law.It is determined two typical cases of effective application of the combined approach to evaluation of measurement results uncertainty: method of direct measurements and method of indirect measurements. …”
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Neural Networks Application for the Data of PID Controller for Acrobot by Nguyen Cong Danh

“…Due to the limited nature of surveying under conditions without the aid of software fine-tuning the desired output values, designers have to create a number of algorithms that control the system most appropriately in a complex working environment of this system. In this study, the author has proposed design problems to suit the working needs. …”
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