Suggested Topics within your search.
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SOMO-m Optimization Algorithm with Multiple Winners
Published 2012-01-01“…In particular, Su and Zhao proposes in (2009) an SOM-based optimization (SOMO) algorithm in order to find a wining neuron, through a competitive learning process, that stands for the minimum of an objective function. In this paper, we generalize the SOM-based optimization (SOMO) algorithm to so-called SOMO-m algorithm with m winning neurons. …”
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3163
Clinical performance of the atrial fibrillation in the Russian population depending on the antithrombotic therapy: findings from the GLORIA-AF registry phase 2
Published 2020-12-01“…Dabigatran doses of 110 mg twice daily were more frequently prescribed for female patients aged 65 years or older and patients with a previous coronary events and impaired renal function, who had a higher CHA2DS2-VASc score for stroke risk. …”
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Research Design and Approach
Published 2019-12-01“…Which morphological and functional structures of dispersed urban areas offer the potential for more sustainable development? …”
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Use of an ejector to reduce the time of air injection during testing of the containment system at nuclear power plants
Published 2024-11-01“…In addition, they used numerical methods that generate an error. The present work uses a mathematical apparatus that provides a more accurate result. …”
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3168
Multi-Objective Optimal Power Flow of Integrated Transmission and Distribution Network Considering Node Carbon Emission Intensity
Published 2025-07-01“…A multi-objective linear weighted processing method based on a satisfaction function was proposed. [Results] A numerical example was provided to verify that the proposed linear weighted model based on the satisfaction function solution concept can reduce the solving time of the collaborative transmission and distribution power flow by more than 50%. …”
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The Application of Interactive Effect Evaluation Model in the Teaching of College Mathematics Courses
Published 2022-01-01“…The traditional mathematics teaching only reflects a function of knowledge inheritance, but lacks the function of knowledge innovation. …”
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Structure and distribution of gynaecological diseases for girls and teenage girls in the Zaporizhzhia area
Published 2016-08-01“…In recent years the question of gynecological diseases in women and teenage girls becomes more and more relevance. Girls of pubertal age should become mothers of new generation, but the health of adolescents continues to deteriorate. …”
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Stepper Motor Position Control Using PD and MPC Algorithms Embedded in Programmable Logic Controller
Published 2025-01-01“…In addition, this study compares the result of MPC algorithm with traditional control strategies, such as PD. To generate pulses and read the motor encoder signal, the project used special function modules and implemented IEC 61131 programming code in ladder logic, function blocks, and structured text. …”
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Deepfake detection method based on patch-wise lighting inconsistency
Published 2023-02-01“…The rapid development and widespread dissemination of deepfake techniques has caused increased concern.The malicious application of deepfake techniques also poses a potential threat to the society.Therefore, how to detect deepfake content has become a popular research topic.Most of the previous deepfake detection algorithms focused on capturing subtle forgery traces at pixel level and have achieved some results.However, most of the deepfake algorithms ignore the lighting information before and after generation, resulting in some lighting inconsistency between the original face and the forged face, which provided the possibility of using lighting inconsistency to detect deepfake.A corresponding algorithm was designed from two perspectives: introducing lighting inconsistency information and designing a network structure module for a specific task.For the introduction of lighting task, a new network structure was derived by designing the corresponding channel fusion method to provide more lighting inconsistency information to the network feature extraction layer.In order to ensure the portability of the network structure, the process of feature channel fusion was placed before the network extraction information, so that the proposed method can be fully planted to common deepfake detection networks.For the design of the network structure, a deepfake detection method was proposed for lighting inconsistency based on patch-similarity from two perspectives: network structure and loss function design.For the network structure, based on the characteristic of inconsistency between the forged image tampering region and the background region, the extracted features were chunked in the network feature layer and the feature layer similarity matrix was obtained by comparing the patch-wise cosine similarity to make the network focus more on the lighting inconsistency.On this basis, based on the feature layer similarity matching scheme, an independent ground truth and loss function was designed for this task in a targeted manner by comparing the input image with the untampered image of this image for patch-wise authenticity.It is demonstrated experimentally that the accuracy of the proposed method is significantly improved for deepfake detection compared with the baseline method.…”
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Hashtags as pragmatic devices of cultural reproduction in digital discourse
Published 2025-06-01“…Although hashtags are becoming more and more popular among academics as online communication tools, little is known about how they contribute to the practical reproduction of cultural norms. …”
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A Unified Perspective on Musical Structure: Applying Agawu's Theory to Divergent Interpretations of Form in Mendelssohn's Violin Concerto
Published 2025-03-01“…By using a more general and simplified model, as suggested by Agawu, musicians and theoreticians are not limited to looking at a musical work with just one analysis. …”
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Healthcare utilization and disease burden in children with metachromatic leukodystrophy in Germany
Published 2025-05-01“…Gallbladder polyposis was seen in 52%. General well-being did not strongly correlate with motor function, whereas pain was associated with reduced well-being. …”
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PARATEXTUALITY OF M. PRODANOVYCH`S NOVEL “COLLECTION”: AUTHOR`S CONCEPT, HISTORICAL AND CULTURAL CONTEXT
Published 2022-06-01“…From the perspective of this combinatorial tendency, the work of Mileta Prodanovich ‒ a contemporary Serbian artist, art critic, writer, winner of national and international awards in the field of literature, attracts more and more research attention. One of the iconic works of the artist is the novel “Collection”. …”
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Regionalization of intestinal microbiota and metabolites in the small intestine of the Bactrian camel
Published 2024-11-01“…In contrast, J-PPs and I-PPs contained substances that more effectively enhance immune responses, as evidenced by the differential distribution of IgA, IgG, and IgM.DiscussionThe intestinal microenvironment of Bactrian camels displays distinct regional disparities, which we propose are associated with variations in immunological function throughout different segments of the small intestine. …”
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