Reviewerly/exHarmony huggingface dataset:
On affine classification of permutations on the space GF(2)3

Abstract We give an elementary proof that by multiplication on left and right by affine permutations A , B ∈ AGL (3, 2) each permutation π : GF (2) 3 → GF (2) 3 may be reduced to one of the 4 permutations for which the 3 × 3-matrices consisting of the coefficients of quadratic terms of coordinate functions have as an invariant the rank, which is either 3, or 2, or 1, or 0, respectively. For comparison, we evaluate the number of classes of affine equivalence by the Pólya enumerative theory.
Application and evaluation of the neural network in gearbox

We developed old designed of a Back-Propagation neural network (BPNN), which it was designed by other researchers, and we made modification in their structure. The 1 st velocity ratio was discriminated by lowest speed, and highest twist. The 6 th velocity ratio was discriminated by highest speed, and lowest twist. The aim of this paper is to design neural structure get best performance to control an electrical automotive transportation six-speed gearbox of the vehicle. We focus on the evaluation of the BPNN to select the suitable number of layers and neurons. Experimentally, the structure of the proposed BPNN are constructed from four layers: eight input nodes in the first layer that received data in binary number, 45 neurons in 1 st hidden-layer, 25 neurons in 2 nd hidden-layer, and 6 neurons in the fourth layer. The MSE and number of Epochs are the main factors used for the evaluation of the proposed structure, and compared with the other structures which was designed by other researchers. Experimentally, we discovered that the best value of Epoch and MSE was chosen when the BPNN consisted of two hidden-layers, 45, and 25 neurons in the 1 st and 2 nd hidden-layer respectively. The implementation was applied using MATLAB software.
Search-based Software Debugging using Weighted Fault Propagation Graphs

Manual program debugging is tedious as well as time-consuming.The high costs have motivated the development of automatic program debugging approaches, which mainly focus on helping programmers identify fault locations.Xie et al. revisited automatic debugging via human focus-tracking to validate its effectiveness.However, their observations implied that there exists interference between the mechanism of the automated debugging approach and the actual assistance needed by programmers during program debugging.To solve this problem, we propose a search-based software debugging approach based on weighted fault propagation graphs (WFPG).We firstly use spectrum-based fault localization techniques to generate a suspicious module-fault ranking list and then construct a WFPG for each suspicious program module to assist programmers in understanding fault propagation.Our approach integrates automatic fault localization and program understanding to help programmers debug.We conduct a case study to demonstrate the effectiveness of our approach, and the results are promising.
A new variant of radial visualization for supervised visualization of high dimensional data

Radial Visualization technique is a non linear dimensionality reduction method. Radial Visualization projects multivariate data in the 2-dimensional visual space inside the unit circle. Radial Visualization supports display both the samples and the attributes that provides useful information of data structures. In this article, we introduced a new variant of Radial Visualization for visualizing high dimensional data set that named Arc Radial Visualization. The new proposal that modified Radial Visualization supported more space to display high dimensional datasets. Our method provides an improvement in visualizing cluster structures of high dimensional data sets on the Radial Visualization. We present our proposal method with two quality measurements and proved the effectiveness of our approach for several real datasets.
NEW PARADIGMS OF THE TRADITIONAL INFORMATIONBIBLIOGRAPHIC ACTIVITY OF THE UNIVERSITY LIBRARY

The article is devoted to the activities of the Information and Bibliographic Department of the Scientific Library of Odessa I. I. Mechnikov National University. While presenting the material, the following goals were pursued: to reveal the content of the types of bibliographic activities of the Scientific Library of the I. I. Mechnikov ONU, as well as to present innovative solutions to traditional problems of bibliography.Based on factual material, the article showsthe main areas of work of the Information and Bibliographic Department: scientific and editorial activities, information and bibliographic services, bibliographic and media marketing. Each direction is given a characteristic, tasks are outlined, and specific results of work in a certain aspect are described. A significant part is occupied by the service, which is individually oriented and becomes more demanded due to distant forms. Modern service, as well as the generation of effective solutions, production of innovative ideas and approaches to accomplishing tasks is impossible without organization of marketing, in this case, the bibliographic marketing. The research is aimed at studying the demand, searching for the relevant information, familiarizing yourself with the experience of leading domestic and foreign libraries. The results of monitoring the web content and a meaningful analysis of information resources are presented in the databases of our own generation on the Scientific Library site. The employees of the information and bibliographic department provide information support for research activities and the educational process of the university. Scientific activity is carried out in such areas as research on the history of the university, in particular the Scientific Library; development of Ukrainian biography; information disclosure of the funds; development of the local history subjects. Research results are reflected in publications of various types: from articles in scientific journals to monographs. The editorial activity of bibliographers has expanded its functions: the implementation of a full range of editorial and publishing preparation of periodicals of the Scientific Library; constant monitoring of the appearance and studying of existing regulatory and legislative documents on publishing; quality control of editorial and technical training of library publications.Bibliographic activity remains as indispensable traditional form of work of a modern university library, acquiring new forms and using innovative methods.
Dynamic Modeling and Stochastic Prediction of the Robot's Soccer Ball Trajectory

Robot soccer is a dynamic, versatile and real-time execution environment, so the knowledge of the position of the elements of the game in the field, such as robots, ball, field lines, goals, among others, becomes essential to have play and reach the goal goal.In this context, tracking the ball is an important tool to know the position of the ball in the field and predictions of future positions contributes to the efficiency of the robot in its trajectory of chasing the ball.In the present work the tracking of the ball was developed through the Kalman Filter, by means of the modeling of the equations that represent the position and speed of the ball, as well as its validation.The results show that the method developed in this work obtains accurate predictions, amplifying the strategies for the game.
Digital techniques of data and image encryption

The importance of information security in today’s digital era and various digital techniques for data and image encryption already in use have been discussed in this chapter. Also, discussion on the components of a basic cryptosystem and types of cryptography has been presented. The characteristics of image encryption have also been mentioned.
Data ecryption based on multi-order FrFT, and FPGA implementation of DES algorith

&lt;span&gt;Cryptography techniques need some algorithms for encryption of data. Most of available encryption techniques are used for textual data; a few of encryption methods are used for multimedia data; However, This Algorithms that are used for textual data may not be inefficient for multimedia, because it is size is greater than the text. Therefore, Cryptosystems need to find and develop a new encryption schemes for such data. The most popular symmetric key algorithms are Data Encryption Standard (DES). However, DES is may be not suitable for multimedia because it consumes times. Encryption and decryption of these data require different methods. In this paper a method for encryption/decryption data by using the nature of FrFT in signals analysis, based on multi-order Fractional Fourier Transform has been introduced. The security of the method used in the encryption work was taken into account to identify the different indicators to measure the security of the encryption Techniques. These indicators are: sensitivity proposed Techniques for the key, the complexity of the processes, and statistical analysis. The key is formed by combination of order of Fractional Fourier Transform. The encrypted data is obtained by the summation of different orders. Numerical simulation results are given to demonstrate this proposed method.&lt;/span&gt;
Personality Formation And Development In Ethno Cultural Proces

Ethno cultural elements application in an educational process has a big potential. Ensuring the development of personality, it contributes to the society development. The activity of a person takes place in the conditions of society characterized by multiculturalism, multifunctionality, intensive interaction with the information field, the prevalence of individualism over collective forms of interaction. Under these conditions, it is necessary to appeal to the basics of the personality related to its cultural development. The development of any personality is based on its genetically determined affiliation to a particular ethnos characterized by its own way of life, its own culture, traditions, in general, a huge layer called ethnic culture. The relevance of the research problem is determined by the complexity of the current informational stage of society development. New conditions of formation and development of an individual determine the need to review all installations and principles for determining the success of this process. Ethno pedagogical theory, successfully developing as one of the promising areas of psycho-pedagogical sciences, has a great potential in this context. Each nation has its own education system based on history, family traditions, national ideas and ideals. This system is connected to ethnic properties and differences of each nation, its geographical position, and ethnographic moments. It reflects national ideas about education. The research approaches and the methods applied in ethno pedagogics are numerous and various. The theoretical conclusions explaining historical and modern functioning of ethnos pedagogical traditions are made on their basis.
BUKU PENGAYAAN ELEKTRONIK BERBASIS INKUIRI TENTANG GELOMBANG BUNYI UNTUK SISWA SMA

Penelitian ini bertujuan untuk mengembangkan buku pengayaan elektronik berbasis inkuiri tentang gelombang bunyi untuk siswa SMA. Metode penelitian yang digunakan yaitu research and development (R&amp;D) dengan model pengembangan ADDIE yang terdiri dari Analyze (analisis), Design (perencanaan), Development (pengembangan), Implementation (implementasi), dan Evaluation (evaluasi). Hasil penelitian ini berupa buku pengayaan elektronik dengan model inkuiri tentang gelombang bunyi yang dapat digunakan pada komputer. &nbsp; This research is aimed to develop a inquiry-based electronic enrichment book about sound waves for high school students. The research method used is research and development (R&amp;D) with the ADDIE development model which consists of Analyze (analysis), Design (planning), Development (development), Implementation (implementation), and Evaluation (evaluation). The result of this study are in the form of electronic enrichment books with inquiry models about sound waves that can be used on a computer.
FILLING AND PURPOSE OF MULTIMEDIA EDUCATIONAL TOOLS OF CULTURAL CONTENT

The article explores the use of information and communication technologies in higher education. This corresponds to the key trends in the overall development of society, its globalization and informatization. ICT tools used in the professional growth of future culturologists necessarily contain multimedia content that depends on the specifics of artistic and cultural educational tools. The methods used were non-graphic analysis, which made it possible to analyze the multimedia educational tools of cultural content available on the network; the content criterion selected contends their functional purpose. The concept of “multimedia” in modern science is defined as an information technology, which combines various types of information resources in one software product: texts, illustrations, audio and video information.Justified: multimedia technology has become a typical feature of the 21st century art and appropriate teaching aids. A large number of educational multimedia publications on cultural content are currently in place. The classification of multimedia teaching aids for the preparation of future culturologists is made according to the criteria of content and functional purpose: information and reference multimedia publications on culture and various arts; multimedia means of educational-gaming purposes of cultural-related subjects for children (preschoolers and junior pupils); multimedia textbooks on “Arts Culture” for schooling and electronic textbooks (manuals) on cultural studies and various forms of art for higher education; artistic skills trainers. Examples of multimedia teaching materials of each group are given.
The Implementation of Action Song in Improving Mentally Retarded (Type C1) Students' Vocabulary Attainment

This research is about the implementation of action song in improving mentally retarded students’ (type C1) vocabulary attainment. This research is aimed to understand the implementation of action song improves students’ vocabulary attainment and to find out the difficulties in implementing process. The research design used was an exploratory design. In doing this research, I collected research data by applying observation checklists, video recording, and interviews as research instrument. In the implementation I found difficulties: most of students were shy, they did not want to do action song in front of the class; made all students to sing aloud the song while doing action song was difficult, there were only some students could do it better than before; they liked to follow the move of the action song, but they could not mention the name of part of the body they were touching. From the interview I found that, 68% participants believed English language learning is needed for mentally retarded students, 74% participants believed action song helps mentally retarded students attaining English vocabulary, 90% participants believed action song helps mentally retarded students more active in learning activity, 96% participants believed action song is appropriate to be applied in English learning for mentally retarded students, 66% participants argued that mentally retarded students enthused studying English at school or home, and 68% participants argued that mentally retarded students had interest about something related to English.
System design of video surveillance

This paper describes the steps involved in designing of a video surveillance system. It discusses the theory of video surveillance types, components involved, selection of the best equipment, and also a detailed virtual design. An introduction of the concept of video surveillance systems is followed by the detailed discussion of design considerations and the design verification. The system is designed to monitor a bank floor where the monitor displays the desired output from a simulated implementation of the system.
Social Problems of the University Students’ Adaptation to the Educational Process in the Context of Accessibility of Higher Education

The paper shows that independent work of students in current conditions has acquired the status of one of the critical forms of organization of students' activities aimed at the development of graduates' readiness for permanent self-development as a necessary condition for successful adaptation in a continuously changing educational, professional, and social environment.The structural components of the independent work of students as a type of educational activity carried out by students as indirect management from teachers are also revealed.The pedagogical conditions for increasing efficiency of independent work of students also include a clear definition of places, goals, and objectives of independent work in the structure of educational process; use of methods for motivation of students to perform independent work; design and application of a system of successive complicating level of problems of competence-oriented educational tasks; as well as creation of information and educational environment.
Malicious Information Source Detection in Social Networks

The paper is devoted to investigation of the problem of malicious information source detection among the users of popular social network. The advantages and disadvantages of existing algorithms of rumor source detection were analyzed. The practice-oriented algorithm of malicious source detection have been proposed, it differs from the existing ones with additional verification procedure of the authorship. Appropriate software have been developed.
PECULIARITIES OF STAGES OF THE EDUCATIONAL SYSTEM DEVELOPMENT OF THE INSTITUTION OF GENERAL SECONDARY EDUCATION

The article analyzes the stages of formation and development of the school’s educational system.In the article the author highlights the essence of the concept |educational system”, “stages of development of the school’s educational system», analyzes different scholar perspectives of determination of stages content.The purpose of the article is to reveal the peculiarities of formation and development of the educational system of the educational institution at different stages.The educational system of school is interpreted as a complex of interrelated and mutually determined main components (the goals for which the system is created; the pupils as the subjects of this activity; the environment they familiarized themselves with; relationships that occur between the participants of the activity; management, self-government) that ensures development, and self-realization of personality during the process of its functioning.The following stages of the educational system are characterized in the article: creating, stable development, final formation, renewal and restructuring.The reliability of the research isensured by a set of methods used, in particular, theoretical analysis of philosophical, pedagogical literature, comparison, systematization, generalization of the information;The research materials can be used in the process of school educational system creating and developtment.The promising directions of the research include the study of national andinternational experience, modern theoretical and methodological appoaches to the modeling of the educational system of the school.
Project «Meta-Physical Time-Space» in the Algorithm of Venice Biennale

The Ukrainian project «Meta-Physical Time-Space» is researchered to involve it in the national cultural discourse and an analysis of the themes developed within it is made, taking into account the projection of this issues on Ukrainian and world contexts. The contexts involved in the project in Taiwan, Ukraine and the Venice Biennale are mapped. The Ukrainian contemporary art project, created as a continuation of the long-term «Collider» project at the art residence of the Soulang Cultural Park in Taiwan, is analyzed. The multi-vector project and different types of connection with Eastern philosophical thought were revealed demonstrating productive artistic strategies and contributing to the development of contemporary art. The timeline of emergence, gradual development, presentation of elements and exposure of the project within the framework of ARTBATFEST 8 (Almaty Art Center, Almaty, Kazakhstan, 2017), GO-GOLFEST’17 Terra Firma project, in full format at A13 Gallery of the Soulang Cultural Park, Tainan, with photographic part at the A4 Gallery at TiFF-2019, Taiwan, as a pure object at the «Anatomy of Simulacre» exhibition at Modern Art Research Institute of the National Academy of Arts of Ukraine, with video mapping at the Carbon Media Art Festival — 2019 in Kyiv, at the «Carpathian Space» International Festival — 2019, at Art Museum of Prykarpattia in Ivano-Frankivsk, within the RIXC-2019 International Conference at the Latvian National Museum of Art in Riga, in the landscape of the «Olbia» National Historical and Archaeological Reserve and witin «Symbolism» exhibition at the Korsak’s Museum of Contemporary Art in Lutsk in 2019. In an age, where the plurality of truths is reflected in the curves of media-mirrors, intellectual exercises and expositions are an important navigator for orientation. The «Meta-Physical Time-Space» project addresses the issues of the Venice Biennale on global challenges, war and peace, ongoing confrontation of democratic and totalitarian worlds in the era of the algorithm.
Integration of Leaf Water Content Index (LWCI) and Enhanced Vegetation Index (EVI) for Stress Detection of Rice Plant Using Landsat 8 Satellitte Imagery

Rice is the main staple food for Indonesian society. Almost 95% of Indonesians consume rice. Along with the increasing population in Indonesia, the level of rice consumption each year has increased. But on the other hand, the amount of paddy fields has decreased due to the development of settlements and industry. Consequently, the business of fulfilling rice consumption needs should prioritize agricultural intensification method. This agricultural intensification program requires good supporting data. One of the supporting data required is a plant health condition that can be represented in data on rice stress levels. Monitoring the stress level of rice plants can be done using remote sensing methods based on satellite imagery. One of them is Landsat-8 satellite imagery with certain algorithm. In this research, a modification algorithm of Rice Paddy Stress Index (RPSI) was obtained by integrating Leaf Water Canopy Index (LWCI) and Enhanced Vegetation Index (EVI). LWCI is used as a representation of water content in vegetation and EVI is used as a representation of the greenish level of plants associated with chlorophyll content. Plants that experience a decrease in health will decrease the content of chlorophyll and water. The results of this study indicate that in 2015 planting season 2 in Kendal Regency there are 1696.26 ha of rice fields indicated experiencing stress and 3493.85 Ha of rice fields have a potential stress. The result of validation test shows that RPSI algorithm method has 75% accuracy for determining rice stress level.
An empirical Study Investigation of Task Allocation Process Barriers in the Context of Offshore Software Development Outsourcing: An Organization Size Based Analysis

This research presented a holistic approach in determining the trade-off optimized Proportional-Integral-Derivative (PID) tunings for both servo and regulatory controls of the cascade control loop by using Genetic Algorithm (GA).Performance of GA-based PID tunings was significantly compared with the IMC-based single loop tunings and conventional cascade control tunings.GA-based PID tunings eliminated the complicated mathematic calculations in obtaining the correlation PID tuning values and also reduce the dependency on engineering knowledge, experience, and skills.The performance of transient and steady-state responses was compared through time domain specification, performance index, and process response curve.It is concluded that the GA-based PID tunings for the cascade control loop had produced the best result for both servo and regulatory control objectives, which is eventually determined.