1,721,203 research outputs found
Simpson, Ian A, [No Service Number]
No full textThis record was harvested from a previous catalogue system and will be withdrawn in 2025. Information in this record may be superseded or incomplete. Visit this record in UMA's new catalogue at: https://archives.library.unimelb.edu.au/nodes/view/416981Surname: SIMPSON. Given Name(s) or Initials: IAN A. Military Service Number or Last Known Location: [No Registration Number]. Missing, Wounded and Prisoner of War Enquiry Card Index Number: 55964.239579
Item: [2016.0049.49242] "Simpson, Ian A, [No Service Number]
SFARI Genes and where to find them; classification modelling to identify genes associated with Autism Spectrum Disorder from RNA-seq data
No full textAbstract Motivation: Autism spectrum disorder (ASD) has a strong, yet heterogeneous, genetic component. Among the various methods that are being developed to study it, one that is gaining popularity is the incorporation of transcriptomic data with known mutations associated to the disorder, often using the SFARI Gene list to characterise the latter. Results: SFARI genes were found not to be significantly associated to differential gene expression patterns, nor enriched in co-expression modules with strong module-diagnosis correlation, however, it was confirmed that they do provide useful insights when using network analysis and machine learning models that are able to incorporate information from the whole gene co-expression network. A statistically significant bias related to level of expression was found in the SFARI genes and SFARI scores, which was found to influence transcriptomic results at gene, module and whole-network levels, as well as other ASD gene-scoring systems. This dataset contains all of the data used in our paper cited in this data submission for reproducibility and re-use purposes. The files are described in detail in the source and file structure description section of this entry.These data accompany our paper submission, currently on bioRxiv 10.1101/2021.01.29.428754. The following describes the accompanying files:- All data that is updated by external providers (i.e. not fixed) has the date of download in the filename for version control and reproducibility purposes. FOLDER "NCBI" - contains snapshots of the gene_info and gene2ensembl files from NCBI used in the paper alongside Gene Ontology mappings for human genes. FOLDER "RNASeq" - contains the processed RNA-seq data objects used in this paper in CSV format for re-use by others. FOLDER "SFARI" - contains the snapshots of the SFARIgene rankings for Autism Spectrum Disorder Genes used in this paper. FOLDER "ASDGeneScores" - contains the snapshots from other studies that have calculated association scores between genes and Autism that we have used in this paper. - krishnan_probability_score.xlsx - contains scores from the Krishnan paper cited with this data submission. - sanders_TADA_score.xlsx - contains the scores from the Sanders paper cited with this data submission. - disgenet_21_01_25.csv - contains scores from the DisGenet database cited with this data submission
Seq2Event: learning the language of soccer using transformer-based match event prediction
No full textSoccer is a sport characterised by open and dynamic play, with player actions and roles aligned according to team strategies simultaneously and at multiple temporal scales with high spatial freedom. This complexity presents an analytics challenge, which to date has largely been solved by decomposing the game according to specific criteria to analyse specific problems. We propose a more holistic approach, utilising Transformer or RNN components in the novel Seq2Event model, in which the next match event is predicted given prior match events and context. We show metric creation using a general purpose context-aware model as a deployable practical application, and demonstrate development of the poss-util metric using a Seq2Event model. Summarising the expectation of key attacking events (shot, cross) during each possession, our metric is shown to correlate over matches (푟 = 0.91, 푛 = 190) with the popular xG metric. Example practical application of poss-util to analyse behaviour over possessions and matches is made. Potential in sports with stronger sequentiality, such as rugby union, is discussed
Going Beyond Counting First Authors in Author Co-citation Analysis
Full text linkThe 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
Full text link“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
Full text linkWe 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
Dispelling the Myths Behind First-author Citation Counts
Full text linkWe 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
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