Reviewerly/exHarmony huggingface dataset:
The Recombination of Gesture Nodes Enables Higher Accuracy in Small Data Sets

The hand gesture conveys many information such as hand sign language, detailed operation by hand, and gesture command in policy and army. In VR application, hand motion capture becomes more and more important in order to build the immerse virtual experience. The existing digital hand glove mainly works on the key point tracking of hands in real time. However, the immerse VR system needs not only the changes of the hand position movement but also the meanings of its movement and gesture in order to create the realistic interaction. In this paper, we treat this issue as a classification problem in supervised learning. We use Principal Component Analysis (PCA) to reduce the dimension of original input and analyze its result. We recombining the new data and raw data according to analysis, reduce not only the amount of computation but also the dataset. In the experiment, we implement our method on Raspberry Pi 3 Model B+. The results demonstrate that our method successfully classify 12 different hand gestures in the accuracy rate is over 93.5% less than 1ms in the immerse system and with just 500 training data.
Intelligent Safety Control Assistant Decision-Making System of Missile Flight Test

In future the safety control will face many difficulties such as multiple missiles, the large amount of real-time data, more complex flight environment and so on. The current method could not meet the needs. It was necessary to study on the intelligent safety-control assistant decision-making system. At first the function requirements of the system were analyzed and the architecture was divided. The operational flow of the system was presented in following. At last several important technologies were discussed in detail. Through the quantitative analysis and reasoning, the intelligent safety-control assistant decision-making system could provide better services for the commanders.
Prospects for Using React Native for Developing Cross-platform Mobile Applications

of statistical methods in the facility control system is proposed.A statistical method is used that implements the statistical hypotheses theory acceptance.As a hypotheses criterion for the adoption, a likelihood ratio criterion was used.It is shown that in the autonomous mode it is necessary to compensate for backlash and random disturbances.The functional diagram of the control system is developed.The architecture of the control program is developed.The cycle of obtaining the driving action and the control cycle of servos are divided.Reduced response time of the system to a change in the set action value.The receiving cycle the master action has a duration of 0.03 ms.The servo control cycle has a value from 8 ms.Implementation of the developed servo pool management system has shown the effectiveness of the selected architecture for creating software and hardware for radio-controlled robotic systems.Solved tasks to reduce the transmission time of the master object exposure control system to minimize the influence of the time delay cycle master receiving the impact on the duration and servo control loop is provided a synchronous servo control pool.control system, servo, backlash, object, statistical hypothesis
Advanced Convolutional Neural Network With Feedforward Inhibition

Convolutional neural network is a multi-layer neural network with robust pattern recognition ability. However, when the activation function is sigmoid, the convolutional neural network produces gradient vanishing problem. First, this paper analyzes the gradient vanishing problem, and then based on the balance of excitation and inhibition mechanism in neurology, it is proposed to use feed-forward inhibition to reduce activition value and wipe off the scale effect of weights, so that the model can accelerate convergence under the premise of maintaining the nonlinear fitting ability. The results show that the improved convolutional neural network can effectively relieve the gradient vanishing problem.
Query Suggestion on Drugs e-Dictionary Using the Levenshtein Distance Algorithm

Dictionary of medicine in the form of a thick book has many disadvantages, one of which is impractical. This is the reason for Indonesian developers to create drugs e-Dictionary. But the drugs e-Dictionary that has been developed is still in the form of a letter index so that users must search the terms one by one in sequential order. This has become so inefficient and ineffective that it is necessary to add a search function and query suggestion feature to the drug e-dictionary. The purpose of this study is to build a query suggestion facility on drugs e-Dictionary using the Levenshtein Distance algorithm. The stages of this research consist of the Development of web-based drugs e-Dictionary, Implementation of the Levenshtein Distance Algorithm, Query Suggestion Testing, and Usage. Based on the results of the implementation of the Levenshtein Distance algorithm and test results, Drugs e-Dictionary can evaluate words that are not in the database. The query suggestion function works by producing the closest word output contained in the database.
RESILIENCE SCIENTIFIC APROACH DI SEKOLAH DASAR MELALUI PENGEMBANGAN MEDIA PEMBELAJARAN LAPBOOK

This research is a research development that aims to develop lapbook learning media. The research method uses the 4 D research and development model consists of four stages: define, design, develop, and disseminate. The research instrument used attitude scale measurement parameters raised by Likert. This research produces lapbook learning media which is used in thematic learning in elementary schools. The development of lapbook learning media has been developed through the stages of validation by expert judgment with an average value of 88.87% with a very decent category. Material experts give a score of 87%, linguists 85%, 88.5% presentation and graphic experts give a score of 95 all with very decent categories. After being tested for a limited test in grade 1 elementary school the response value of 84.50% was obtained with a very good category. From the research data it can be concluded that this lapbook learning media has very good quality as a medium for thematic learning in low grade
Arithmetics based on computability logic

This paper is a brief survey of number theories based on em computability logic (CoL) a game-semantically conceived logic of computational tasks of resources. Such theories, termed em clarithmetics, are conservative extensions of first-order Peano arithmetic. &#x0D; &#x0D; The first section of the paper lays out the conceptual basis of CoL and describes the relevant fragment of its formal language, with so called parallel connectives, choice connectives and quantifiers, and blind quantifiers. Both syntactically and semantically, this is a conservative generalization of the language of classical logic. &#x0D; &#x0D; Clarithmetics, based on the corresponding fragment of CoL in the same sense as Peano &#x0D; arithmetic is based on classical logic, are discussed in the second section. The axioms and inference rules of the system of clarithmetic named ${\bf CLA11}$ are presented, and the main results on this system are stated: constructive soundness, extensional completeness, and intensional completeness. &#x0D; &#x0D; &#x0D; In the final section two potential applications of clarithmetics are addressed: clarithmetics as declarative programming languages in an extreme sense, and as tools for separating computational complexity classes. When clarithmetics or similar CoL-based theories are viewed as programming languages, programming reduces to proof-search, as programs can be mechanically extracted from proofs; such programs also serves as their own formal verifications, thus fully neutralizing the notorious (and generally undecidable) program verification problem. The second application reduces the problem of separating various computational complexity classes to separating the corresponding versions of clarithmetic, the potential benefits of which stem from the belief that separating theories should generally be easier than separating complexity classes directly. &#x0D;
Visibly Irreducible Polynomials over Finite Fields

Lenstra, in this Monthly, has pointed out that a cubic over F5=Z/5Z of the form (x−a)(x−b)(x−c)+λ(x−d)(x−e), where {a,b,c,d,e} is some permutation of {0,1,2,3,4}, is irreducible because every element of F5 is a root of one summand but not the other. We classify polynomials over finite fields that admit an irreducibility proof with this structure.
Development of an encryption method based on cyclic codes

The constant increase in the number of new types of cyber threats actualizes the issues of their information transfer.This article (report) proposes a research on the development of an encryption method based on cyclic codes.The purpose of this article is to develop an open algorithm, even knowing which an attacker will not be able to obtain the source text.The developed software encryption module will solve the problem of protecting information for small companies and private users, and also saves a large amount of resources, since one module solves the problem of ensuring the confidentiality and noise stability of transmitted messages.Also, this module is intended for common operating systems.This module is also intended for common operating systems, and user work is carried out using a friendly user interface.The software module performs RSA (Rivest-Shamir-Adleman) asymmetric encryption and jam resistant coding using the BCH (Bose-Chaudhuri-Hocquenghem) code.It is provided an example of the work of the program module developed on the basis of the pro-posed method.Based on the collection and analysis of statistical data output software system, a conclusion about the efficiency of the proposed solution and comparison with analogues has been drawn.
PEMASARAN PRODUK MENJAHIT PADA PROGRAM PKBM MEKAR SARI

The objectives of this study were: (1) Knowing the Background of the Sewing Program at PKBM Mekar sari (2) Knowing the Implementation of Sewing Learning at PKBM Mekar Sari (3) Knowing the Marketing of Sewing Products in the Mekar Sari PKBM Program (4) Knowing the Profit and Loss Calculations of Sewing Businesses in PKBM Mekar Sari. Research methods used qualitative methods with descriptive approaches. The participants of the study were Ibuk Titin Sumarni Anjani as Chairman of PKBM Mekar Sari and Simultaneously sewing coach, Ibuk Wulan Widia Astuti as sewing coach, and Siasmawati as sewing coach and Secretary. Dara collection techniques used were non-participant observation, structured interviews, and documentation. To test the validity and reliability of data using triangulation of sources, , techniques, and time. Based on the analysis that has been carried out that the sewing program in PKBM Mekar sari Padang Kedondong Village, Tanjung Kemuning District, , Kaur Regency includes a sewing program. During the implementation of 2x week activities, the coach's role coordinates in the activity, the funds obtained from the Government budget, while the supporting factors of the facility while inhibiting the lack of financial factors.Innovative business carried out by time discipline. Then the supervision is carried out by the trainer directly by observing the activities carried out once every two weeks of training.Keywords: Program, To Sew, PKBM.
INFORMATION SEARCH SYSTEMS USAGE IN POLTAVA NATIONAL TECHNICAL YURI KONDRATYUK UNIVERSITY CHEMISTRY DEPARTMENT INFORMATION SYSTEM

The article describes the features of the use of modern information systems in the activities of the department of higher education institutions. The essence of information systems and the tasks they can perform are revealed. The features of relational and social interaction are described. The basic components of the parts that form the internal information base are determined. The directions of the introduction of information and communication technologies in the management and educational activity of an educational institution are considered. The dependence of the information system effectiveness on the correct strategy for the development, acquisition and use of software products is determined. The article describes the ways of developing and developing information management systems in a higher educational institution It is proved that the information systems use is a prerequisite for the activity of a modern higher education institution, which will promote the adoption of sound strategic management decisions aimed at increasing competitiveness and creating an adequate and efficient infrastructure.
Video Saliency Detection with Gated CNN and Residual Architecture

This paper proposes a novel gated recurrently end-to-end model of video salient object detection task to enhance both the performances and efficiency. A context aware aggregation module is first introduced for spatial features learning, these spatial features are then fused directly with a squeeze and excitation block. A two stage gated recurrent module is follow for temporal feature learning and shortcut connections between spatial and temporal features are add to alleviate the degradation problem. Our model has real-time speed of 25 fps on a single GPU which is similar to the approaches for static image salient object detection. We evaluate the proposed method on DAVIS and FBMS dataset. Experimental results show that comparing with other state-of-art saliency detectors, our method is more effective and efficient.
Despre bogăția cunoașterii și sărăcia înțelepciunii

This paper aims at highlighting the specific differences of terms which are frequently considered to be synonyms.Knowledge, the genus, is the resultant of human existence filtered by physical and sensory, individual and collective experience.Wisdom, the differentia, is a synthesis, an individual or collective projection granting coherence to the knowledge accumulated.Thus, like any vector, wisdom is the existential element that provides direction, meaning and dimension to the human being.
Development of Care Learning E-Module for Discovery Learning Based on Students of Makeup Studies Education Program, Medan State University

The study is intended to : (1) determine the feasibility of e-module learning care agency based discovery learning, and (2) determine the effectiveness of the e-module learning care agency based discovery learning .Type of research this is the research development using the product Borg and Gall were combined with the model of development of learning Dick and Carey.This model includes six stages namely : literature study , planning and design development , product development , expert validation , trials , revisions , and final products .Subject test try consists of a two-person expert material , two-person expert design of learning , two expert video media learning , three the students to test individual , Nine students for the test group of small , and four thirty the students to test the field .The result of the filing of hypotheses prove that : (1) the media emodules of learning worthy of use in learning care agency on the program of study education tat a dressing university land terrain , ( 2) there is a difference that is significant between the results of learning of students who be taught to use the e-module learning care agency with the result of learning of students who be taught to use the media to learn the book text .This is indicated by the results of data processing t arithmetic = 3.285 at a significance level α = 0.05 with dk 40 obtained t table = 1.67, so t arithmetic > t table , the effectiveness of using e-module body care learning = 80.46% .Results of study groups of students who be taught without the use of e-module learning care agency by 71.72%.From the data have proved that the use of e-module learning care agencies more effective in improving the competence and knowledge of students on study treatment weight of at without using the medium of e-modules of learning care .
The interleaved partial active shape model (IPASM) search algorithm – towards 3D ultrasound-based bone surface reconstruction

Several orthopedic applications require a three-dimensional model of the bone. Ultrasound is a radiation-free and cheap alternative to the state-of-the-art imaging modalities if its limitations in terms of image quality and viewing range can be overcome. This work presents in-vitro as well as in-vivo experiments evaluating the IPASM search, a method for combined segmentation, registration as well as extrapolation. The algorithm is capable to reconstruct the distal surface of a phantom femur with an average surface distance error of roughly 1mm in case of in-vitro as well as below 2mm for in-vivo records, even if the shape varies strongly from the initial model.
Interview with Longterm Editor-in-Chief of Knygotyra, Professor Domas Kaunas (Full Member of the Lithuanian Academy of Sciences)

Knygotyra (“Book Science”) is one of the longest existing scholarly journals among the periodicals published by Vilnius University. It has been in print since 1961. Until 1969, it was published under the title Bibliotekininkystės ir bibliografijos klausimai (“Issues of Librarianship and Bibliography”). During 1981–1991, as part of the series “Research Work of the Higher Education Institutions of the Lithuanian SSR,” it appeared in two volumes: one devoted to the problems of book history, publishing and distribution, and the other – to issues of libraries, bibliography, and information science. In 1990, the first volumes were turned into Knygotyra, a serial published by Vilnius University, while the second volumes were published independently under the title Informacijos mokslai (“Information Sciences”). Since 2003, Knygotyra has been regularly published twice a year as a scholarly journal. For decades, it has been referred to in Lithuanian and international databases as an open access, peer-reviewed journal and, since 2018, it is included into the Elsevier Scopus database. Domas Kaunas is the most experienced member of the Editorial Board and has been an Editor-in-Chief till 2019. Docent Genovaitė Raguotienė had been in this position for three years (1970‒1973), Professor Levas Vladimirovas – for fifteen years (1974‒1989), when Domas Kaunas subsequently joined the editorial board in 1979 and served as the Editor-in-Chief for three decades.
New Approach to the Construction of Multimedia Test Signals

The paper presents a new approach to the construction of test signal generators and test images, for colorimetric evaluation of the quality of functioning of multimedia channels of speech, military, and special purpose.The approach is to use adaptive properties of human vision to determine the number of colors for evaluation in certain adapting parameters.The main criterion for determining the number of colors is the color cut-off threshold.It is proposed to use color sorting capabilities to obtain frequency estimation parameters through a path guiding channel based on transition and ramp signal forms.Empirical expressions are given that allow a priori to estimate the magnitude of the change in the test signal and to model the possible magnitude of the effect on color rendering
The Impact of the Internationalisation of Multinational Banks on Non-financial Foreign Direct Investment in West Africa: A Modified Gravity Equation Approach

The paper is devoted to explore the impact of Moroccan banks on the increase of FDI in West African Countries.We estimate the determinants of foreign direct investment flows using the gravity equation, taking into account the importance of both the traditional gravity variables (size, distance) and the financial flows (loans granted by Moroccan banks in African countries).The purpose of this paper is to verify whether Multinational banks can constitute a gravitational force to attract the industrial firms towards host countries in South-South relations.The data used cover the period 2010-2015 and focuses on 5 African countries Benin, Burkina Faso, Côte d'Ivoire, Mali and Senegal.The gravity model is estimated in individual fixed-effect panel data by the ordinary least squares method.The results highlight that the internationalization of Moroccan Banks increased the volume of non-financial FDI from the same home-market (Morocco) in Western African Countries.
DUKUNGAN SOSIAL GURU SEBAGAI PREDIKTOR MOTIVASI BERPRESTASI SISWA

The aim that will be achieved in this research is to investigate the influence of teachers' social support to the motivation of the achievement of class XI students the language department in SMA Negeri 5 Kupang City. The research method used is quantitative, with a simple linear regression data analysis technique. The number of respondents involved in this study was as much as 35 students, and the sampling techniques used were random sampling. The results showed that the teacher's social support contributed positively and significantly to the motivation of the achievement of class XI students the language department in SMA Negeri 5 Kupang City. (Sig. 0.000 &lt; 0.05). While the contributions of effective teachers ' social support variables the teachers to the motivation of achievement of 58.8%, and the remaining 41.2% are influenced by other variables that are not included in this research model. The results of this research proved that the increasing teachers' social support, the increase also the motivation of achievement of students.
Self-Deception in Belief Acquisition

Attempts to analyze self-deception ("SD," from here on) have produced a series of articles and books trying to characterize the phenomenon and to resolve the problems involved in it.None has been found to satisfy the inquisitive minds as no analysis has been able to embrace all cases of SD.Alfred Mele is one of the leading scholars on SD.In the course of his works from 1982 to 2012, he has offered different formulations of SD, all aiming to accommodate all its instances.In this work, I examine Mele's latest version of analysis of SD.I argue that his formulations exclude cases of twisted SD.Moreover, by his appeal to PEDMIN (Primary Error Detection and Minimization) that is involved in Lay Hypothesis Testing theory (LHT), he is courting a contradiction.Before delving into his set of conditions, I first situate the analysis in the problems that are involved in SD with desiderata {1}.In section {2}, I present the problem with Mele's formulations of the analysis.In section {3} I dwell into why SD is acquisition of false belief.Section {4} is my justification of additional condition to Mele's set of conditions.From sections {5} to {8}, I explain the relevance of the added condition to Mele's existing set.
Super Jabber Game Development in Increasing Learning Interest in Kindergarten Students in Medan

Research and development of super jabber games is applied to the interest in learning in kindergarten children, specifically there are several objectives, among others: 1) To obtain in-depth information about the process of implementing basic motion learning in kindergarten.2) Develop and implement a super jabber game on the learning interests of kindergarten students.3) Obtain empirical data about the effectiveness, efficiency and attractiveness of the development of the super jabber game in learning motion.The final goal of this development research is to produce a product in the form of a game module that contains a super jabber game with text-based media for kindergarten children, so that it can complement existing learning at this time.This research was conducted in several kindergartens in Medan.The research treatment was carried out by adjusting school schedules or school hours.The time of this research was carried out for one month, which was when the seminar proposal was finished.Subjects or users who are targeted in the research of the development of super jabber games on the interest in learning in kindergarten children Subjects in the small group in this study were Ar Raudah Kindergarten students with a total of 12 students who had the age range of 4-5 years.Subjects in the large group in this study in Raudhatul Atfal Kindergarten with a total of 24 students.