Reviewerly/exHarmony huggingface dataset:
Abstract: Multi-Scale GANs for Memory-Effcient Generation of High Resolution Medical Images

Generative adversarial networks (GANs) have shown impressive results for photo-realistic image synthesis in the last couple of years. They also offer numerous applications in medical image analysis, such as generating images for data augmentation, image reconstruction and image synthesis for domain adaptation. Despite the undeniable success and the large variety of applications, GANs still struggle to generate images of high resolution.
Appling Data Mining Technique for Crime Prevention: The Case of Hossaena Town Police Office

The Law enforcement agencies like that of police today are faced with large volume of data that must be processed and transformed into useful information and hence data mining can greatly improve crime analysis and aid in reducing and preventing crime.The purpose of this study is to construct predictive models that could help in the effort of crime pattern analysis with the aim of supporting the crime prevention activities at the Hossaena town police office.For this study, a six-step hybrid knowledge discovery process model is followed, due to the nature of the problem and attributes in the dataset.The classification technique such as J48 decision tree and Naive Bayes used to build the models.Performance of the models is compared using accuracy, True Positive Rate, False Positives Rate, and the area under the Relative Optical character curve.J48 decision tree registers better performance with 96.34% accuracy.Lastly for extracting the knowledge the researcher develop the prototype for the user for support the decision which crime is assigned under the serious, medium or low for this purpose the researcher generate the prototypes.
Information Technologies in Education in Terms of Digital Economics

A new stage of society development is closely connected with digital information processing and use.Digital economics influences all spheres of social relations in the world, including Russia.The authors of the article present the latest results concerning digital economics spread in different countries, including Russia.As a result of information-computer technologies (ICT) wide spread it is necessary to improve the system of education at all levels.The aim of different steps of education is mastering all opportunities of digital technologies and all opportunities of computers.The article is about information technologies development in education, it underlines the importance of informatization and the role of modern technologies in educational process.The article defines the aspects of planning educational environment development in Russia, using new technologies in education in terms of digital economics in the accepted normative-juridical acts.
New Mode of Football Teaching in Colleges and Universities Under the Background of the Internet

With the advent of the Internet era, people's lives have undergone great changes.Teaching under the background of the Internet has had a strong impact on traditional teaching content, teaching mode and evaluation standard.In a new teaching context, football teaching in colleges and universities presents a new teaching standard.This work drew on the research results based on the Internet mode at home and abroad, and built a football teaching mode in sport universities based on "virtual situational" network.It aimed to promote the reform of football teaching mode and teaching methods in sport universities and promote the development of teaching mode based on the Internet in colleges and universities.
FORMATION OF STUDENTS INTERPERSONAL RELATIONS IN THE MULTICULTURAL AREA OF HIGHER EDUCATIONAL ESTABLISHMENTS

The article is devoted to consideration of the phenomenon of forming of student youth interpersonal relations in multicultural space of higher educational institution of pedagogical profile. Different interpretations of the notions "multicultural space" and "relationships" are considered. The author considers other similar concepts of "interaction", "relations", etc. The peculiarities of multicultural environment of an educational institution are characterized. The article deals with the issues of pedagogical principles, functions, goals of intercultural education, which aims to form a personality ready for life in a multicultural environment, to live in peace and harmony with people of different nationalities, as well as to develop a multicultural balance in the educational process. According to the author, the provisions of the students training and the formation of their personality should be based on the priorities of universal values, the need for the formation of communicative multicultural competence, planetary thinking, understanding and feeling of personality as an integral part of a single and interconnected world, the formation of positive interpersonal relationships between students in a multiethnic environment. In other words, the higher school should be focused on the main task - to bring up not only a highly qualified specialist for its branch of knowledge, but also a specialist of such a level of culture, capable of implementing positive interpersonal relationships in a multicultural environment. The author considers some approaches to the clarification of the scientific research concepts.
في ترقية مهارة القراءة لطلاّب الصفِ السابع بِالمدرسةِ المتوسطة الحكومية العاشرة سليمان (Index Card Match) فعالية استخدام الاستراتيجيّةِ مطابقة بطاقة الرقمَ القياسى

This research is motivated by the low reading comprehension of Arabic which is possessed by students of Middle School 10 Sleman in understanding reading texts because of the absence of a linguistic environment and active, so it caused a lack of interest and motivation for learning in the learning process. This study aims to improve reading skills in Arabic for 7th grade students of Middle School 10 Sleman especially in understanding reading texts by using the Index Card Match strategy in learning reading skills. With this research, it is expected to be able to help teachers in the learning process of reading Arabic skills and improve students' ability to read. In its implementation, this study used a quasi-quantitative approach with the Experimental method. To find out the extent of the effectiveness of the Index Card Match strategy in learning Arabic reading skills, the formula used is the t-test. This study resulted in differences in statistical calculations in mean values ​​in the experimental group and the control group. For the experimental group reached an average of 81.28 and the control group 76.88. The value of "t" counts 2.335 and "t" table 2.042 so that "t" counts greater than "t" table, the alternative hypothesis (Ha) is accepted and the null hypothesis (Ho) is rejected and there are significant differences. From the results above the researchers concluded that the use of the Index Card Match strategy in learning Arabic reading skills was effective so that it could improve reading skills in 7th grade students of Middle School 10 Sleman.
Research on Path optimization Algorithm of the 6-DOF Manipulator

In order to ensure the continuous change of motor torque in the actual system of the 6-DOF manipulator and reduce the equipment life loss caused by the rigid impact at the joint of the manipulator, an improved trajectory planning method is proposed in this paper to improve the pulsation characteristics during the movement of the manipulator. The space-optimized 7-5-7 polynomial interpolation method is used in the joint space for trajectory planning, and the trajectory reprocessing is performed near the switching point. The simulation results show that the optimized motion path of the manipulator not only reduces the mutation of the angular position curve near the original switching point, but also optimizes the velocity, acceleration and pulsation characteristics.
Review on the Propagation Mode of China’s Knowledge Web Celebrity from Gao Xiaosong in Focus On*

With the popularity of the Internet, the channels of content dissemination are increasingly diverse.With its convenience, rapidity and high efficiency, mobile audio has gradually become an important way of content transmission, from which a large number of knowledge web celebrity has been born.In this paper, Gao Xiaosong in Focus On on Dragonfly FM is taken as the research object, and the 5W propagation mode of Lasswell is adopted for analysis to further analyze the propagation mode of knowledge web celebrity.
Analisa dan Implementasi Metode Zhang-Suen Dalam Pengerangkaan (Skeleton) Pada Citra Untuk Mengurangi Redundant

Zhang-Suen is an algorithm for the process of framing an image. This process is often applied to pre-thinning, for example, the initial stages in the pattern recognition process. This is implemented by changing the initial image with binary patterns to represent the framework. In a line-shaped image, the skeleton shows all the information from the original object. The components of the skeleton, namely the position, orientation, and length of the skeleton line segments represent the lines that form the image. These components make it easy to characterize the components of the image. In a line-shaped image, the skeleton shows all the information from the original object. The components of the skeleton, namely the position, orientation, and length of the skeleton line segments represent the lines that form the image. In the process of working on this thesis the software used is MATLAB. MATLAB is a software with a high programming language. The final results of this thesis are sharpened edges. In doing the thesis using the Zhang-Suen method.
FAKTOR-FAKTOR YANG MEMPENGARUHI MINAT BACA SISWA SD NEGERI 125 PEKANBARU

This research is motivated by the low reading interest seen by the few students who visited the library during their free time, whereas high reading interest plays an important role in gaining reading skills. This study aims to describe the factors that influence students 'reading interest and to describe the factors that most influence students' reading interest. This type of research is quantitative descriptive. This research was conducted in SDN 125 Pekanbaru. The population in this study were all high-class students namely class IV, V and VI, which amounted to 148 students. The sample used in this study is a saturated sample, namely sampling techniques if all members of the population are sampled. So the sample in this study was all members of the population, amounting to 148 students, Based on the results of the study, it was found that the factors that affect students' interest in reading consisted of family environment factors, curriculum and school education factors that were not conducive, community infrastructure factors that did not support the increase in public reading interest and the existence and affordability of reading material. The results of the study of four factors that influence interest in reading can be concluded that the factors that most influence students' reading interest SDN 125 Pekanbaru namely the curriculum and school education factors that are not conducive which is equal to 35.474%.
Integrated Mobile and web-based Application for Enhancing delivery of HIV/AIDS Healthcare Information in Tanzania

This study aims to develop an integrated e-health platform for enhancing delivery of HIV/AIDS healthcare information in Tanzania, which consists of a mobile application and a web-based system. The study is based on the system's functional and non-functional requirements for an e-health system for delivery of HIV/AIDS healthcare information. The Rapid Application Development (RAD) model was adopted during the system development. The system requirements were modelled into Data Flow Diagram (DFD) in order to obtain the clear flow of the HIV/AIDS healthcare information between the clients and HIV/AIDS healthcare practitioners. With the use of different software development tools and environment such as Android studio and Symfony framework; both android application and web-based system were developed. Finally, the developed system was tested for individual module functioning as well as the functioning of the fully integrated system. The user acceptance survey gave the mean score of above 4 on the scale of 5 for each tested aspect of the system. These scores show that the developed system was positively accepted by the users and commended the Ministry of Health and to deploy the system for enhanced delivery of HIV/AIDS healthcare information.
Perencanaan dan Implementasi SAP pada PT XYZ dengan Menggunakan Metode Accelerated SAP (ASAP)

An integrated information system is a need to help solve problems in managing business transactions. SAP application is one application that is able to provide solutions to these problems. The purpose of writing this research is to plan running business processes, plan implementation of the current SAP system related to the implementation and maintenance of SAP applications and provide development suggestions based on the results of planning obtained, in terms of business processes, performance, and financial. For the analysis, the IT Balanced Scorecard method is used, while for system development the ASAP (Accelerated SAP) methodology is used. This research produces an analysis of the planning of the company's business processes in implementing the implementation of the SAP financial and controlling ERP.
PECULIARITIES OF ENGLISH LANGUAGE TEACHING TO SENIOR STUDENTS WITH SPECIAL EDUCATIONAL NEEDS

The article deals with the specifics of the work of a foreign language teacher with students with special educational needs. This is, in particular, the ability of the teacher to develop accessible, adapted learning materials; ability to design individual training programs for participants in an inclusive education process; introduction into the practice of partnership pedagogy; informing parents of their children’s success in mastering the educational program; knowledge of individual characteristics, interests and needs of students. Emphasis is placed on the need for psychological and pedagogical support for high school students with special educational needs when teaching English, in particular English speaking. Interactive methods are considered to be most effective in an inclusive educational process.
Automatic Recognition of Abnormal Human Actions with Semi-supervised Training: A Literature Review

In this paper is presented the literature review and the first tests performed for the development of a method consisting of differentiating typical actions in a given environment from those that can be categorized as abnormal or atypical.The objective of this method will be to determine which are the typical situations taking into account temporal and spatial information of a given environment to generate an alarm when a potentially undesirable situation arises.The main difference between this system and those existing in the literature is that it does not seek recognition of pre-established actions, such as running or sitting, and that the system can adapt to different environments.For the development of this research the use of Deep Learning is proposed and due to the complexity of the attributes required by the classifier, the use of a semi-supervised method is proposed.
REACTIVATION OF THE CATEGORY “THE GUIDANCE” IN THE FIELD OF NATIONAL EDUCATION

Drawing on the methodology and methods of historical and pedagogical research, the author explores the process of returning to use the autochthonous concepts of «The Guidance» and «The Guidance in Education». The social and educational mission of the guidance in the historical past and modern national education is defined. Extensive material on the genesis of the concept of «The Guidance in education». The materials proving the intensification of the social inquiry into the guidance mission of educators and managers are given. The mechanisms of reactivation of this phenomenon are revealed.
Use of track-before-detect algorithm to reduce settling period of Kalman filter

A settling time of the Kalman filter is a common problem of track initiation. The achievement of a steady state takes a few periods between consecutive measurements. In the case of the ABT objects (Air Breathing Target) the settling problem is negligible but should be considered for targets with high linear velocity like space crafts or tactical ballistic missiles. It is caused by a big distance between consecutive position measurements and the non-linearity of object’s trajectory. To reduce the settling period the track formation using Track-Before-Detect (TBD) algorithms can be used. The TBD methods allows to preselect measurements collected during few scanning periods and its filtering should reduce the time of duration of the Kalman filter’s unsteady state. In this paper a comparison of tracking results of classical tracking by Kalman filter and with pre-processing using chosen TBD algorithm is presented.
Development of Character Value Based Teaching in Rafly Song Song Lyrics For Students Class VIII Madrasah Tsanawiyah Private Vocational School of Langsa City

This study aims to produce teaching material products in the form of poetry writing modules based on character values in the lyrics of the song Rafly Kande and describe their eligibility. The development module makes it easier for students to learn about writing poetry. This research uses research and development methods or Research and Development (R &amp; D). The product that was developed based on preliminary research is the character development writing module based on character values in the lyrics of the song Rafly Kande for grade VIII students which contains poetry understanding materials, poetry builder's elements, character values, character values in the Rafly Kande song. The test subjects in this research development are subject matter experts, namely material experts, design experts and teachers. As well as the subject of students of class VIII Madrasah Tsanawiyah Private Geudubang Aceh Langsa as prospective module users. The determination of the subject was carried out by random sampling, consisting of 3 students for individual tests, 9 students for small group tests and 32 students for limited field tests. Data collection techniques are done by anget. This questionnaire is used to assess modules developed from the aspects of module completeness, material content and physical appearance of the module. The results showed that in the individual test the writing module of poetry based on character values in the lyrics of the song Rafly Kande was included in the feasible category after the revision, the result of the development module was included in the small group test and the result of the development module was in the very feasible category in the limited field test. Thus, the development module for writing character-based poems in the lyrics of the song Rafly Kande for students of class VIII results of this development is appropriate for students to use.
Objective evaluation of second language learner’s translation proficiency using statistical translation measures

For objective evaluation of the second language learner's translation proficiency, we tested two measures commonly used in statistical machine translation.One is word n-gram probability of a target language to measure likelihood of translated sentences as a target language.The other one is translation probabilities from source language sentences to target language sentences to measure translation accuracies between these sentences.The subjective proficiency scores of Japanese learners were compared with these objective measures extracted from English sentences translated by them.Statistical analysis showed no correlation of word n-gram probabilities but high correlation of translation probabilities which suggests the usefulness for objective evaluation of learner's translation proficiency.
The Impact of Personality on Scholarly Performance in the Light of Intervening Job of Scholarly Motivation

Purpose: This comparative study holistically assesses the effect of personality on scholastic motivation and scholarly performance.Design/Methodology/Approach: The contribution and the relevant methodology are based on an educational motivation interceded the association between openness to experience and standards with scholarly performance.The research sample consists of students who willfully participated and they were approached to finish a personality poll (NEO-FFI), and a scholastic motivation survey (AMS-C 28, included GPA and statistic information) on a pioneering critical comparative structural model.Findings: Based on the implied arguments and yielded results, the article considers the interceding role of scholastic motivation about personality and performance.The nature of these relations, can be a point of takeoff to assist inquires about this issue.Practical implications: Based on addressing its structural purposes, the study sheds a new light on the conscientiousness that predicts both intrinsic and extrinsic motivation.Earlier investigations show that there is a relationship between openness to involvement and insights.Originality/Value: Although this study builds upon recent studies about character, motivation and different factors can affect scholastic performance that can be analyzed in future investigations as an innovative idea for the harmonization in this field.
A Siamese-Detection Network for Real-Time Object Tracking

Siamese networks recently have caused great attention in video tracking community. It successfully achieves not only real-time tracking, but also high precision. However, the typical Siamese networks are relatively mean performance to the target of scale variation, rapid deformation and etc due to the operation on the central point of the object only, rather than the entire spatial information. In this paper, we propose a spatial-aware video tracking method called SiamRFC to predict the central point of the tracked object and estimate its spatial configuration simultaneously. Specifically, our SiamRFC firstly predicts the central point of tracked object via Siamese network by judging the similarity. According to this central, we further estimate its optimal anchor configuration of the tracked object among multiple candidates, and then based on the optimal anchor to regress target position. Extensive evaluations on VOT2015, VOT2016 and VOT2017 benchmarks demonstrate that the proposed SiamRFC tracker is competitive with state-ofthe-art trackers.
PENGARUH PENERAPAN STANDAR AKUNTANSI PEMERINTAH DAN SISTEM INFORMASI AKUNTANSI TERHADAP KUALITAS LAPORAN KEUANGAN

This study aims to look at the effect of applying government accounting standards to the quality of financial statements and the influence of accounting information systems on the quality of financial statements. By using the population of all sub-districts in the Serang city government using a questionnaire at the leadership and financial management staff at the district level. The data processing method uses Partial Least Square (PLS) software as a differentiator from previous research. The results showed that there was a positive and significant effect between the SAP implementation variables on the quality of financial statements as indicated by the original sample estimate value of 0.421 and t-statistics of 3.567 (greater than t-table, ± 2.750). Whereas the relationship between SIA and the quality of financial statements based on data processing obtained, has a positive and significant relationship as indicated by the original sample estimate value of 0.644 and t-statistics of 6.315 (greater than t-table, ± 2.750).