1,720,960 research outputs found
Integrative Analysis of Movement: AI-Enhanced Video and Inertial Sensors in Athletic Contexts
No full textAn in-depth examination of human movement proves invaluable for healthcare professionals and trainers, facilitating targeted interventions for specific pathologies, assessing movement compensation in post-injury activity, or identifying particular technical flaws. The exploited video analysis system excels in extracting pivotal features associated with subjects’ movements, and it has been successfully used in diverse scenarios, encompassing clinical contexts with neurodegenerative disease patients and sports environments with both amateur and professional athletes. Wearable inertial devices can provide comparable information, although they may involve, due to their invasiveness, a possible alteration of the specific movement. Nevertheless, they are very useful when video analysis cannot be used due to occlusions or other recording difficulties. This preliminary study aims to integrate movement measurements obtained through a marker less video analysis system that leverages artificial intelligence techniques with those acquired through inertial sensors directly placed on subjects
Going Beyond Counting First Authors in Author Co-citation Analysis
Get PDFThe present study examines one of the fundamental aspects of author co-citation analysis (ACA) - the way co-citation
counts are defined. Co-citation counting provides the data on which all subsequent statistical analyses and mappings
are based, and we compare ACA results based on two different types of co-citation counting - the traditional type that
only counts the first one among a cited work's authors on the one hand and a non-traditional type that takes into
account the first 5 authors of a cited work on the other hand. Results indicate that the picture produced through this non-traditional author co-citation counting contains more coherent author groups and is therefore considerably clearer. However, this picture represents fewer specialties in the research field being studied than that produced through the traditional first-author co-citation counting when the same number of top-ranked authors is selected and analyzed. Reasons for these effects are discussed
Variations on the Author
Get PDF“Variations on the Author” discusses two of Eduardo Coutinho’s recent films (Um Dia na Vida, from 2010, and Últimas Conversas, posthumously released in 2015) and their contribution to the general question of documentary authorship. The director’s filmography is characterized by a consistent yet self-effacing form of authorial self-inscription: Coutinho often features as an interviewer that rather than express opinions propels discourses; an interviewer that is good at listening. This mode of self-inscription characterizes him as an author who is not expressive but who is nonetheless markedly present on the screen. In Um Dia na Vida, however, Coutinho is completely absent form the image, while Últimas Conversas, on the contrary, includes a confessional prologue that moves the director from the margins to the center of his films. This article examines the ways in which these works stand out in the filmography of a director who offers new insights into the notion of cinematic authorship
Appropriate Similarity Measures for Author Cocitation Analysis
Get PDFWe provide a number of new insights into the methodological discussion about author cocitation analysis. We first argue that the use of the Pearson correlation for measuring the similarity between authors’ cocitation profiles is not very satisfactory. We then discuss what kind of similarity measures may be used as an alternative to the Pearson correlation. We consider three similarity measures in particular. One is the well-known cosine. The other two similarity measures have not been used before in the bibliometric literature. Finally, we show by means of an example that our findings have a high practical relevance.information science;Pearson correlation;cosine;similarity measure;author cocitation analysis
AI-Driven Paddle Motion Detection
No full textIn order to compete more effectively in high level water sport of canoeing, it is essential for coaches and athletes to have a solid understanding of paddle motion. This paper presents a based-AI solution for precisely capturing the paddle trajectory when canoeing. Leveraging state-of-The-Art object detection, instance segmentation algorithm, YOLO, helps to detect the accurate shape of the paddle in the different frames of the video. We also offer a comparative study between two popular tracking algorithms: BoT-SORT and ByteTrack. Additionally, this work investigates the impact of the most commonly used optimizers in machine learning including SGD, Adam and AdamW on the system's overall performance. Finally, we found that BoT-SORT performed better than ByteTrack in following and recognizing the paddle in a higher quantity of frames. Moreover, in terms of training procedure, the results showed that SGD outperformed the two adaptive optimizers Adam and AdamW overall, with an average precision of 0.63 as opposed to 0.59 for both Adam and AdamW
Dispelling the Myths Behind First-author Citation Counts
Get PDFWe conducted a full-scale evaluative citation analysis study of scholars in the XML research field to explore just how different from each other author rankings resulting from different citation counting methods actually are, and to demonstrate the capability of emerging data and tools on the Web in supporting more realistic citation counting methods. Our results contest some common arguments for the continued
use of first-author citation counts in the evaluation of scholars, such as high correlations between author rankings by first-author citation counts and other citation
counting methods, and high costs of using more realistic citation counting methods that are not well-supported by the ISI databases. It is argued that increasingly available digital full text research papers make it possible for citation analysis studies to go beyond what the ISI databases have directly supported and to employ more
sophisticated methods
koamabayili/VECTRON-author-checklist: VECTRON author checklist
No full textWe have done our best to complete the author checklist relating to the use of animals in the hut study. Note that the objective for the hut study was to evaluate the IRS treatment applications for residual efficacy against Anopheles mosquitoes, including the local An. coluzzii mosquito population. Cows were only used to attract mosquitoes into the huts and no tests were carried out directly on the cows. The author checklist is intended for use with studies where experiments are carried out on animals, which is why we have had such difficulty in completing this for the hut study, as many of the questions do not relate to how the cows were used
Author-wise bibliometric analysis based on entropy.
No full textAuthor-wise bibliometric analysis based on entropy.</p
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