1,720,954 research outputs found
Prototype of a technical analysis and artificial intelligence-based trading strategy in the cryptocurrency market.
No full textThe aim of this thesis is by using AI to create a prototype of a trading strategy in the cryptocurrency market that would yield better returns than the buy-and-hold strategy. The objectives of the study are to analyse the characteristics of the cryptocurrency market, to select a technical analysis strategy for trading based on these characteristics, to enhance the cryptocurrency trading prototype using artificial intelligence, and to conduct a test launch of the developed trading strategy prototype on a simulated cryptocurrency exchange. It was found that the cryptocurrency market is characterized by very high volatility, therefore it is advisable to have a clear trading strategy with a risk management system. A fractal and alligator strategy with a trailing stop-loss was tailored for trading cryptocurrencies. This strategy was backtested by using the “TradingView” platform and yielded greater returns than the buy-and-hold strategy. The fractal and alligator strategy with a trailing stop-loss was further developed by using ChatGPT-4. After these improvements with AI, the strategy showed considerably better results and generated an average return of 1083% on the 4-hour chart, which demonstrated the effectiveness of AI in improving cryptocurrency trading strategies. After programming the strategy and alerts in the “Pine Editor” based on the “AutoView” syntax, the prototype was launched on the Binance testnet using API integration
Characteristics and products of free improvisational music
No full textStraipsnyje analizuojamas laisvosios improvizacijos fenomenas per šiuolaikinio menininko suvokimo prizmę. Nėra siekiama įrėminti improvizaciją stilistiniais terminais; priešingai, išryškinamas laisvosios improvizacijos meno įsiskverbimas į daugelį skirtingų meno krypčių ir nuolatinė meninių priemonių bei konceptų adaptacija. Straipsnyje įvardijamos ir analizuojamos improvizacinei muzikai būdingos savybės, kvestionuojamas su improvizacija siejamas absoliučios laisvės konceptas. Nors pabrėžiamas laisvosios improvizacijos procesualumas, yra įvardijami ir aptariami pagrindiniai šio proceso metu gimstantys meniniai produktai. Neišvengiamas prieštaringumas, kompleksiškumas ir daugiakryptiškumas straipsnyje yra pateikiami ne kaip chaosą skatinantys veiksniai, o kaip įrankiai, įgalinantys meniniam tyrimui būdingą naujovišką mąstymą. Raktažodžiai: laisvoji improvizacinė muzika, meno krypčių sintezė, atlikėjo požiūris, muzikinė laisvė, gyvas pasirodymas, socialinis meno aspektas, improvizacijos kompleksiškumas.The article analyses the phenomenon of free improvisation through the prism of the perception of the contemporary artist. The aim is not to frame improvisation in stylistic terms; on the contrary, it highlights the pervasiveness of the art of free improvisation in many different artistic movements and the constant adaptation of artistic tools and concepts. The article identifies and analyses the essential qualities of improvisational music and questions absolute freedom. The processuality of free improvisation is emphasised, and the main artistic products that emerge from this process are identified and discussed. The inevitable contradictions, complexity, and multidirectionality are presented in the article not as factors of chaos but as tools that enable innovative thinking inherent in the artistic research. Keywords: free improvisational music, synthesis of artistic practices, performer’s point of view, musical freedom, live performance, social aspect of art, complexity of improvisation
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
Author-wise bibliometric analysis based on entropy.
No full textAuthor-wise bibliometric analysis based on entropy.</p
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