Reviewerly/exHarmony huggingface dataset:
Research-Based Pocket Book as Fungi Learning Media

Fungi endophytic is microscopic so that the results of the documentation of the research can be documented in the form of a pocket. The book pocket is a media of learning that are practical and easy to carry anywhere. In this pocket-book, outlined that the fungi endophytic obtained on the organs of Ciplukan plants namely roots, stems and leaves. Fungi endophytic obtained four isolate suspected of having a substance compound antimicrobials against pathogenic bacteria. Test the feasibility of a pocket book to be used as a source of learning has been validated by experts learning media and material experts. Validation results show an average of 84.31% resulting in valid criteria. The validators statement based on validation states pocketbooks can be used as a source of learning.
Adaptive variable bit-rate speech coder for wireless applications

In wireless communication, speech is an essential service for which low rate speech coding is a key technique. Reducing the transmission bandwith and achieving higher speech quality are primary concerns in developing new speech coding algorithms. This report develops a joint channel and source controlled adaptive variable bit-rate algorithm to achieve a high speech quality and maintain an efficient spectrum.
Law of Universal Gravitation &amp; The Cosmology

For a long time, because of the complexity of galactic structure and the multiplicity of celestial body motion, the law of universal gravitation has not been applied to a galaxy and the universe as a whole. By using the method of systems analysis, a galaxy is studied as a whole or a mass point that the law of universal gravitation is successfully applied, and obtain the universe is a large material system, which can be divided into many small sub-systems, and the sub-systems can be divided into many minor grandson systems, thus infinitely divided until the lowest level of the universe, that is, planets. Regardless of the level, all galaxies exist in the form of a sphere consisting of many secondary galaxies and their orbits, and this sphere moves regularly in a similar circular elliptical orbit. The kinetic energy and potential energy are the existing basic forms of energy in the universe, and the internal energy is a complementary existing form of energy under relativity rest condition. Because of the multiple motion of the universe, the kinetic energy in the universe exists on the division of energy levels, the higher the levels of the galaxy structure are, the lower the kinetic energy levels are, and the lower the levels of a galaxy structure are, the higher its kinetic energy levels are. Although there is an evolution of mass and energy distribution in the universal system, but it is eternal for the whole universal system.
Penerapan Model Pembelajara cooperative Tipe Think Talk Write (TTW) dalam Upaya Meningkatkan Aktivitas dan Hasil Belajar Matematika Pada Siswa Kelas V SD Negeri 4 Seraya Barat

This research was conducted at SD Negeri 4 Seraya Barat. This type of research is classroom action which is carried out in two cycles. The subjects of this study were the V grade students of SD Negeri 4 Seraya Barat in the odd semester of the 2019/2020 school year, totaling 14 people. Each cycle consists of four stages of activities, namely planning, implementing actions, observing, evaluating, and reflecting. The data collected in this study are: (1) student activities, and (2) student learning outcomes. Based on the results of data analysis and discussion of this research, the following conclusions can be drawn. 1) The application of the Think Talk Write (TTW) cooperative learning model in mathematics learning can improve the learning activities of fifth grade students at SD Negeri 4 Seraya Barat in the odd semester of the 2019/2020 school year. Student learning activity in Cycle I was 10.64 while student learning activity in Cycle II was 14.43. Thus there was an increase of 3.79 from cycle I to cycle II. 2) The application of the Think Talk Write (TTW) cooperative learning model in mathematics learning can improve the learning outcomes of fifth graders at SD Negeri 4 Seraya Barat in the odd semester of the 2019/2020 school year. Student learning outcomes in cycle I were 73.93 while student learning outcomes in cycle II were 90.36, thus an increase of 16.43 from cycle I to cycle II.
Detection of zones of soil contamination with contrast-in-resistivity ecotoxicants by profiling

A method for detecting zones of soil contamination with contrast-in-resistivity ecotoxicants, as well as geophysical methods for monitoring soil decontamination processes, are discussed in the article. A zone of soil contamination was designed and simulated using electrical prospecting methods - sounding and profiling. The direct and inverse problem of electrical prospecting of a contaminated zone in the form of a sphere inside a homogeneous soil body was solved in this work, while the main design dependencies were determined, which most accurately describe the data obtained experimentally. The proposed algorithm, based on adaptive step size random search, allows to quickly determine the depth and the effective radius of a zone of contamination with contrast-in-resistivity ecotoxicants, based on the results of profiling, and to estimate the degree of pollution by the ratio of the resistivity of the anomalous zone to that of the host medium.
The IMPLEMENTATION OF SYSTEM DOOR ACCES USING FACE RECOGNITION AND FINGER PRINT FOR MUNITIONS WAREHOUSE WITH A BASE HAAR CASSCADE

Abstract: Technology in the military world has been growing with the existence of technological innovations that are used to secure munitions warehouses. This is done to reduce the negligence of the munitions warehouse guard personnel if they lose the key from the munitions warehouse it can be monitored in real-time to find out who is around the munitions warehouse door. Thus, face recognition and fingerprint technology were created as a system for securing munitions warehouses, as well as the function is to be a CCTV. So, they can be monitored in real-time. This research method uses an experimental method to obtain quantitative data to prove the hypothesis data that use the Haar Cascade. The results of this study indicate that this security system has a very important role to limit access to and from the munitions warehouse and reduce the occurrence of theft or misuse of munitions. In the tests carried out, the minimum detection distance was 20 cm and the maximum distance that was able to detect was 110 cm. this is influenced by the focus of the camera and testing of the intensity of light in the morning, afternoon, evening, and night can be detected except detection at night without light and must use a fingerprint.
Human Acceptance As Part of the Soft Robot Design

Abstract As machines and robots become a increasingly larger part of society, it is important that they are fully accepted. If the machines are not utilized as intended, it is not only a waste of time and energy, but also of valuable resources. This acceptance by humans of robots is based on how well the interaction with robots is trusted. Trust of robots can be based on three approaches: physical safety, operational understanding, and the social aspect of training. It is important to also consider these aspects when designing machines that will interact with humans, since acceptance by the people is key for the correct utilization of the machines. A possible approach to solve the issues around trust are soft robots. These machines are adaptable to a situation by either a physical flexibility or a digital anticipation due to sensing and control. This adaptiveness to humans in different ways makes Soft Robotics easier to accept then regular rigid machines. With their reduced or prevented effect if collided with humans they are safer. Because of the reduced operational complexity and digital simulations they are therefore easier to understand. Training becomes also easier as operator can experience the flexible nature of soft material themselves as well have augmented reality or virtual reality to assist them in training and operating. All these benefits of Soft Robotics will eventually lead to better acceptance of robots and should therefore be taken into account when designing robots to enable a flourishing automatized society.
Studi Kasus: Persepsi Dan Pengalaman Mahasiswa Selama Perkuliahan Profesi Kependidikan Secara Daring

The opinions and experiences of 8 students who took the Education Profession course online were investigated. The data obtained through the focused interview technique were examined using thematic analysis. Students have positive and negative views on several aspects of online learning. Three main factors were found that influence students in online learning: (1) students' social presence, (2) lecturers' teaching competence, and (3) internet network. The findings of this study are expected to improve the practice of online lectures and the quality of teaching and learning in universities.
Data Base Management Systems Query Optimization Techniques for Distributed Database Systems

Abstract: The fundamental goal of this postulation is to introduce various models for single also as numerous inquiry handling in the Distributed data set framework which brings about less question handling cost. One of the significant issues in the plan and execution of Distributed Information Base Management Systems (DDBMS) is productive inquiry handling. The objective of dispersed inquiry improvement decreases to minimization of measure of information to be communicated among destinations for handling a given inquiry. The issue of question handling in DDBS (1 1) has been concentrated broadly in writing. In the greater part of calculations, the capability of the question will contain a grouping of tasks. In such cases, while executing tasks from right to left, as per the request for tasks in arrangement, the aftereffect of an activity might be an operand to the next activity. Since the tasks are subject to each other, at a moment in particular one activity at one site will be executed despite the fact that the climate is dispersed. Then frameworks at any remaining locales will be inactive for this inquiry. Another model, Totally Reducible Relation Model (CRK Medel), which permits parallelism and processes numerous tasks all the while at all important locales is introduced. It is expected that the tasks are in the type of conjunctions. So every activity can be handled freely. In this model at some moment, relations at every single significant site will be totally diminished by relating sets of every appropriate activity (Determinations, Semijoins and Joins) all the while. Thus, every connection will be checked just a single time to deal with all appropriate tasks by decreasing VO cost.
Blending Anti-Aliasing into Vision Transformer

The transformer architectures, based on self-attention mechanism and convolution-free design, recently found superior performance and booming applications in computer vision. However, the discontinuous patch-wise tokenization process implicitly introduces jagged artifacts into attention maps, arising the traditional problem of aliasing for vision transformers. Aliasing effect occurs when discrete patterns are used to produce high frequency or continuous information, resulting in the indistinguishable distortions. Recent researches have found that modern convolution networks still suffer from this phenomenon. In this work, we analyze the uncharted problem of aliasing in vision transformer and explore to incorporate anti-aliasing properties. Specifically, we propose a plug-and-play Aliasing-Reduction Module(ARM) to alleviate the aforementioned issue. We investigate the effectiveness and generalization of the proposed method across multiple tasks and various vision transformer families. This lightweight design consistently attains a clear boost over several famous structures. Furthermore, our module also improves data efficiency and robustness of vision transformers.
Small Binary Codebook Design for Image Compression Depending on Rotating Blocks

The searching process using a binary codebook of combined Block Truncation Coding (BTC) method and Vector Quantization (VQ), i.e. a full codebook search for each input image vector to find the best matched code word in the codebook, requires a long time. Therefore, in this paper, after designing a small binary codebook, we adopted a new method by rotating each binary code word in this codebook into 900 to 2700 step 900 directions. Then, we systematized each code word depending on its angle to involve four types of binary code books (i.e. Pour when , Flat when , Vertical when, or Zigzag). The proposed scheme was used for decreasing the time of the coding procedure, with very small distortion per block, by designing small binary codebook, then rotating each block in it. Moreover, it can be used for improving the efficiency of the coding process even further with the decrease in the bit rate (i.e. increasing the compression ratio(.
Sistem Informasi Penjualan Daster Handmade Berbasis Multiplatform Menggunakan WhatsApp Gateway

Duratu Jambi is a business unit that utilizes Instagram for sales activities. The product offered is a handmade negligee. Based on the analysis of the current system, the limitations of Duratu's system hamper the performance of the admin staff and require a system that can be used to manage all sales transactions, and generate reports. The system design is implemented based on progressive web applications that can run on multiplatform, and the system development is based on the waterfall method. The system testing method uses integrated testing. The results of this study are a new system to provide convenience in transacting and managing reports in Duratu Jambi
LINGUISTIC ASPECTS OF CHARTED KNITTING PATTERNS

The paper outlines the linguistic and semiotic aspects of a specialty text – a knitting pattern. In today’s busy world, nobody wants to read long and complicated texts if it can be easier illustrated by a photograph or a charted image that uses a set of specific symbols with their own, non-arbitrary meanings to make a text reader’s time usage more effective but also clear. Aspects of signs, semiotics, and language games are also explored in alignment with knitting charts as the main reference, as a knitting chart symbol is a concrete referent in its context. Finally, the translation of knitting charts is described, including the importance of a chart key and what transformations of text have occurred in the translation of knitting charts from English into Latvian. Charted knitting patterns could become a that could be easily transferred between different languages and cultures, helping people share their skills and heritage. Knitting and linguistics and translation studies is a new area of research that could bring many new insights about crafting and specialized language use.
PENINGKATAN HASIL BELAJAR MELALUI MODEL E-LEARNING DENGAN MEDIA VIDEO PADA SISWA KELAS IX SMP NEGERI 1 CIKARANG BARAT

This research is an effort to improve IPA learning outcomes through e-learning models with video media in students of class IX SMPN 1 Cikarang Barat. This is because teachers only give assignments such as taking notes and reading does not guarantee students will study at home. The provision of assignments without the learning materials delivered by teachers to make IPA learning outcomes is still fairly low or still under KBM which is 75. This research uses Class Action Research in the form of the application of an e-learning model with video media to improve the learning outcomes of students of class IX SMPN 1 Cikarang Barat which consists of two cycles and each cycle consists of planning, implementation, observation, and reflection. Research subjects in students of class IX SMPN 1 Cikarang Barat. The 32 students consisted of 18 male students and 14 female students. The results showed that the application of e-learning models with video media can improve IPA learning outcomes in students of class IX SMPN 1 Cikarang Barat. Judging from the results of the student pre-cycle completed KBM only 14 students (43.75%), and 18 students (56.25%) have not been completed. In cycle I there was 27 students (84,375%) who were completed and 5 students (15,625%) who were not completed, and in cycle II there were 29 students (90.625%) who were completed and there were 3 students (9,375%) who were not completed. From the improvement of learning outcomes, this class action research was stopped in cycle II because it had achieved the classical completion criteria of â‰¥ 85% of the total number of students who completed learning and was declared successful to improve IPA learning outcomes in students of Class IX SMPN 1 Cikarang Barat Year of Study 2019/2020.
MENINGKATKAN KEMAMPUAN KOGNITIF ANAK USIA 5-6 TAHUN MELALUI KEGIATAN KLASIFIKASI

The research is motivated by the low ability classification of children age 5-6 years in kindergarten PGRI Julat Cikulur Lebak Banten with the results of pre-action observation shows the percentage of 25%. This is indicated by the child who has not been able to classify according to the color, shape and size. Therefore, the researcher purpose to (1) know the implementation of classification activities in improving cognitive abilities of children age 5-6 years in kindergarten PGRI Julat Cikulur Lebak Banten, and (2) know the cognitive abilities of children aged 5-6 years in kindergarten PGRI Julat Cikulur Lebak Banten can be improved through classification activities. The method used in this research is Classroom Action Research (PTK). The subjects of this study were children aged 5-6 years consisting of 12, ie 6 boys and 6 girls. This research is conduct at TK PGRI Julat Cikulur Lebak Banten. Techniques of collecting data through observation, field notes, documentation records and interviews. Implementation of research conducted with 2 cycles that cycle I consists of 8 times action and cycle II consists of 2 times action. Data analysis techniques used are quantitative data and qualitative data. Based on the research results, it can be seen that the process of classification activity has 3 stages, namely (1) preparation; researchers prepare RPPH and introduce media and materials (2) implementation of activities; (3) evaluation. Cognitive ability after application of classification activities. The succesful criteria of action in this research in 70% in improving cognitive abilities. The percentage of cognitive ability in cycle I is equal to 40,64% and percentage of cognitive ability of child at the end of action of cycle II equal to 78,92%. Referring from the results of research see that the implementation of classification activities can improve cognitive abilities of children age 5-6 years in kindergarten PGRI Julat Cikulur Lebak Banten.
Using LЕGО-technologies for the correction of misinformation among young schoolchildren because of the mental development

Scientific work contains an analysis of psychological research on the problem of thinking of younger schoolchildren with mental retardation. The characteristics of the types of construction are presented, a theoretical substantiation of the effectiveness of the correction of thinking in younger schoolchildren in the process of LEGO technologies is given, the influence of classes with a designer on the development of thought processes in younger students with mental retardation is revealed. A correction program for working with younger schoolchildren with mental retardation has been tested.
Data-Driven Convolutional Model for Digital Color Image Demosaicing

Modern digital cameras use specific arrangement of Color Filter Array to sample light wavelength corresponding to visible colors. The most common Color Filter Array is the Bayer filter that samples only one color per pixel. To recover the full resolution image, an interpolation algorithm can be used. This process is called demosaicing and it is one of the first processing stages of a digital imaging pipeline. We introduce a novel data-driven model for demosaicing that takes into account the different requirements for reconstruction of the image Luma and Chrominance channels. The final model is a parallel composition of two reconstruction networks with individual architecture and trained with distinct loss functions. In order to solve the overfitting problem, we prepared a dataset that contains groups of patches that share common chromatic and spectral characteristics. We reported the reconstruction error on noise-free images and measured the effect of random noise and quantization noise in the demosaicing reconstruction. To test our model performance, we implemented the network on NVIDIA Jetson Nano, obtaining an end-to-end running time of less than one second for a full frame 12 MPixel image.
CREATIVE USE OF THE EXPERIENCE OF FOREIGN LANGUAGE EDUCATION ABROAD IN THE EDUCATIONAL PROCESS OF UKRAINE

The article deals with the creative use of the experience of the foreign-language World abroad in the educational process of Ukraine.It is noted that taking into account this circumstance and the general nature of the Ukrainian scientific and pedagogical discourse on the development of foreign Foreign Language Education, the analysis of the problem of creative use of its experience in the educational process of Ukraine is based on the following logic.First, we consistently consider research on the development of foreign language education in foreign countries at certain levels of education (primary, secondary, higher, in particular professional).Therefore through this prism of this scientific heritage, we summarize the main vectors, aspects, and components of its research: semantic, methodological (technological), organizational and managerial.The author relied on the research of well-known scientists on learning a foreign language in educational institutions.Special attention was paid to the expansion of the sociocultural context of the content of foreign language education.Attention is focused on the ability of educational applicants to use a foreign language as a means of intercultural communication.Proficiency in a foreign language gives you the ability to create your own ethnic and socio-cultural identity by comparison.Cognitive development of educational applicants activates their learning activities.It is noted that at the beginning it is necessary to pay attention to strengthening an effective state language policy.It provides a strategy for multicultural language education and the growth of the language culture of the population.This is reflected in the growing number of people who speak at least one foreign language.The beginning of the study of several foreign languages in high school begins.
Convex Joint Graph Matching and Clustering via Semidefinite Relaxations

This paper proposes a new algorithm for simultaneous graph matching and clustering. For the first time in the literature, these two problems are solved jointly and synergetically without relying on any training data, which brings advantages for identifying similar arbitrary objects in compound 3D scenes and matching them. For joint reasoning, we first rephrase graph matching as a rigid point set registration problem operating on spectral graph embeddings. Consequently, we utilise efficient convex semidefinite program relaxations for aligning points in Hilbert spaces and add coupling constraints to model the mutual dependency and exploit synergies between both tasks. We outperform state of the art in challenging cases with non-perfectly matching and noisy graphs, and we show successful applications on real compound scenes with multiple 3D elements. Our source code and data are publicly available.