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2022 ◽  
Vol 15 ◽  
Author(s):  
Li Zeng ◽  
Mengsi Lin ◽  
Keyang Xiao ◽  
Jigan Wang ◽  
Hui Zhou

Neuromarketing is an emerging research field for prospective businesses on consumer’s preference. Consumer’s preference prediction based on electroencephalography (EEG) can reliably predict likes or dislikes of a product. However, the current EEG prediction and classification accuracy have yet to reach ideal level. In addition, it is still unclear how different brain region information and different features such as power spectral density, brain asymmetry, differential entropy, and Hjorth parameters affect the prediction accuracy. Our study shows that by taking footwear products as an example, the recognition accuracy of product likes or dislikes reaches 94.22%. Compared with other brain regions, the features of the frontal and occipital brain region obtained a higher prediction accuracy, but the fusion of the features of the whole brain region could improve the prediction accuracy of likes or dislikes even further. Future work would be done to correlate the EEG-based like or dislike prediction results with product sales and self-reports.


Author(s):  
Е.В. Дроботушенко

В статье анализируется практически не изученная страница истории Читинской области (Восточное Забайкалье) — история буддизма в начале девятого десятилетия XX века. Цель исследования заключается в выявлении характерных черт и особенностей существования буддизма в Читинской области в рассматриваемое время. Автор отмечает, что на сегодняшний день отсутствуют какие-либо публикации по проблематике, что предопределило использование архивных источников — документов Государственного архива Российской Федерации. Это, главным образом, делопроизводственные документы, отчеты уполномоченных Совета по делам религий при Совете Министров СССР по Читинской области, информационные сообщения, переписки. На основе анализа различных источников делается вывод, что буддизм в Читинской области в начале 1980-х годов развивался, а в сравнении с иными религиозными учениями, развивался достаточно успешно. Основная масса верующих была сосредоточена на территории Агинского Бурятского автономного округа Читинской области. Действовал буддистский монастырь — Агинский дацан, который являлся единственной действующей культовой постройкой буддистов в Восточном Забайкалье. Активно велись постоянные службы, на праздничных службах (хуралах) присутствовали сотни верующих. Значительными были доходы Агинского дацана. Основные поступления шли от исполнения обрядов, однако немалыми были пожертвования верующих. Уполномоченный Совета по делам религий при Совете Министров СССР по Читинской области А. И. Бородин в документах пытался показать, что верующие — это в основном люди пожилого возраста, что автору статьи представляется не совсем верным. В среде священнослужителей Агинского дацана существовали противоречия, предопределенные субъективной составляющей. Очевидным видится необходимость продолжения работы по изучению истории буддизма в Восточном Забайкалье в советское время. The article analyzes a previously uninvestigated page of Chita history, namely the history of the spread of Buddhism in the Chita Region (East Zabaykalye) in the early 1980s. The aim of the research is to investigate the characteristics of Buddhism in the Chita Region, its spread and adaptation during the aforementioned period. The author underlines an appalling scarcity of published materials on the issue, which necessitated the use of documents of the State Archive of the Russian Federation. The corpus of analyzed archival documents is mainly constituted of official documents, reports issued by the representatives of the Council for Religious Affairs of the USSR in the Chita Region, information reports, and letters. The analysis of various sources enables the author to conclude that in the early 1980s Buddhism, unlike other religions, experienced little oppression. The majority of believers lived in the Agin-Buryat Autonomous District of the Chita Region. There was a Buddhist monastery, Aginsky Datsan, which was the only functioning Buddhist monastery in the East Zabaykalye. There were regular religious services (khurals) that were attended by hundreds of believers who donated quite large sums of money. Vast amounts of money were received as a compensation for ritual services. A. I. Borodin, a representative of the Council for Religious Affairs of the USSR in the Chita Region, attempted to show in his reports that believers were primarily elderly people, a statement the author of the article is rather skeptical of. Buddhist priests expressed some contradictory views on certain issues. The author of the article believes that it is necessary to continue investigating the history of Buddhism in East Zabaykalye during the Soviet era.


2021 ◽  
pp. 110719
Author(s):  
Lira Souza Gonzaga ◽  
Susan E. P. Bastian ◽  
Dimitra L. Capone ◽  
Lukas Danner ◽  
David W. Jeffery

2020 ◽  
pp. 411-414
Author(s):  
Reethika A ◽  
Vithya R ◽  
Kanivarshini S ◽  
Krishnakumar S ◽  
Priyadharshini A

An image deburring algorithm consists of rich edge area mining with a gray-level co-occurring matrix and elastic net regularisation is proposed in this paper. First, the luminance channel of an image is removed from the blurred image. The frequency layer is highthat can be derived from the blurred image by converting the 2D haar wavelet in the luminance channel.By the way, measurements were made using area and the richest edge region information is then collected. Finally, the extracted rich edge field, instead full motion blurred image, approximate the blur kernel elastic net regularisation and the image is returned. A measurement of image mechanism and running time measures the proposed system. Result suggestedto recommended strategy would improve efficiency and ensure continuity in recovery.


2020 ◽  
Vol 20 (3/4) ◽  
pp. 148-151
Author(s):  
Igor V. Doronin ◽  
◽  
Marina A. Doronina ◽  

The paper discusses the finding of a Meadow lizard (Darevskia praticola praticola) melanist in the Stavropol Region. Information about the clutch and offspring from this female melanist is given.


2020 ◽  
Vol 2020 ◽  
pp. 1-12
Author(s):  
Imran Memon ◽  
Riaz Ahmed Shaikh ◽  
Mohammad Kamrul Hasan ◽  
Rosilah Hassan ◽  
Amin Ul Haq ◽  
...  

The Internet of Things (IoT) is susceptible to several identities, primarily based on attacks. However, these attacks are controlling for IoT due to extraordinary growth in consumers’ density and slight analysis with low power access nodes. In this work, we explore the possible flaws associated with security for IoT environment insensitively meant for transfer conditions. We proposed a novel design aimed at detecting a spoofing attack that inspects the probability distributions of received power founded for the regions designed for mobile (moving) users. Additionally, we examine the influence on the Confidentiality Scope of targeted consumers in the absence and presence of observer. Our approaches were done through simulation results used for three diverse regions. Grounded on outcomes, we suggest an algorithm called MTFLA, which will guarantee detection and protection techniques intended to protect vastly sensitive areas, i.e., wherever the chance of an attack is maximized. We provide a comparison among various security algorithms prepared for the energy consumption of different patterns. Simulation results revealed that the proposed algorithm for protection (MTFL) is verified to be energy-proficient (secure garnering). It decreases the energy prerequisite for encrypting the data. We evaluated our techniques over simulation results for sensitive region information built on fuzzy logic.


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