Reviewerly/exHarmony huggingface dataset:
Deep super-resolution based hashing for image retrieval

Image retrieval based on deep convolutional neural networks (CNNs) has achieved promising performance in recent years. However, there are many low-resolution images in real-world retrieval tasks, and they would result in inaccurate hash representations for the CNN, which has only trained on high-resolution images. In this paper, we propose a novel framework, which is called deep superresolution based hashing (DSR-Hashing), to solve the problem. DSR-Hashing is constructed by two components: a super-resolution network and an encoding network. For low-resolution images, the super-resolution network can upscale them to their high-resolution versions, so as to provide more semantic information from pixel-wise reconstruction. Then, the up-scaled images are fed into the encoding network which consists many residual blocks. The encoding network is deep enough and adopts transfer learning strategy for better training. Extensive experiments conducted on two benchmark datasets demonstrate the state-of-the-art performance of DSR-Hashing on low-resolution image retrieval.
PELACAKAN DAN SEGMENTASI OBJEK BERGERAK MENGGUNAKAN METODE K-MEANS CLUSTERING BERBASIS VARIASI JARAK

In computer vision tracking and object segmentation is one important step in video processing. Accuracy in object tracking is important in video processing, where accurate object tracking is a thing that continues to be done by many researchers. there are still many problems that are often experienced when tracking objects in terms of lighting, noise up to a high level of error. Many methods can be used in research, one of which is clustering method. Clustering method is a method that is widely used in grouping data, one of which is often used is Kmeans clustering. This method is very flexible, and is able to classify large amounts of data. Besides that, Kmeans is also able to work adeptly and segment the image well. For this study using 5 distance approaches (cambera, chebychef, mahattan, minkowski, Euclidean) distance approach which is expected to improve the results of better accuracy. From the results of the research produced a mahatan distance approach has the best accuracy results with a PNSR value of 16,34399 and the lowest MSE value with a value of 1521,793. Compared to the use of standard models with Euclidean, the approach of high distance accuracy increases
Perancangan Sistem Jaringan Komputer Menggunakan Teknik Failover Pada Routing Static Yang Bersifat Recursive Connection

In a computer network system when using more than one router that is interconnected will experience a problem in the process of sending data packets. The problem is that if the main line is disconnected, then the data packet is unable to send data to a computer network system. The purpose of this study is to make a computer network system design with fail over technique on the type of static routing that is not directly connected. In this case the researcher used the Microtub Router Board RB-951-2nd. Failover technique is a way to transfer routing paths when the main line is broken, so it can be diverted to the backup routing path, this is so that the computer network connection path continues smoothly. The researcher used a recursive network connection case or the router is not connected directly to the main point center (main gateway), so the researcher used the optimization of the Target Scope and Distance features in the Microtic Router Board. The results of this study was that the backup routing path was able to channel data packets within the network if the main line did not respond or could not be connected.
USING PICTURE MEDIA TO ENHANCE WRITING ABILITY IN PROCEDURE TEXT

The use of procedure text is described how something is accomplished through a sequence of actions or steps. Students can find procedure texts in game rules, cooking recipes, and using ATM machines. It is helpful for the students in learning procedure in writing. This research aimed at finding out the improvement of students’ writing ability in procedure text by using picture media at the Eleventh Grade of SMA Negeri 2 Takalar. It employed Classroom Action research. This research consisted of two cycles. One cycle had been conducted, wherein cycle consisted of four meetings. It employed the writing test as an instrument. A number of subjects of the research were 33 students in class eleventh conducted with 24 women and 9 men. The results of the student's writing test in the cycle I had good scores. In the cycle I, the students’ achievement of content was 7.77. In the other hand the students’ achievement of organization in cycle I was 7.5. From the findings indicated that the students’ achievement in writing ability in cycle 1 reached the standard target achievement KKM 7.5. From these findings, the researcher concluded that by using Picture Media could improve the students’ writing ability in procedure text at the eleventh grade of SMA Negeri 2 Takalar.
To the Problem of Didactic Interaction: an Informational Approach

The paper shows that the use of a new class of information systems (intellectual, expert and expert training systems) significantly changes didactic interaction and requires taking them into account as one of the subjects. For the first time, a classification of learning concepts (didactic systems) was developed, based on the features of didactic interaction, which includes three main groups of didactic systems (DS): homogeneous DS; hybrid DS; mixed DS. The components and definitions of these groups of didactic systems are given. It is shown that the developed classification system is consistent: 1) with the views of Yu. Babansky; 2) with existing systems and approaches to the classification of didactic systems; 3) with the forecast of development of pedagogical technologies V. Bespalko. This confirms the validity of the developed classification system for didactic systems.
A COMPREHENSIVE ABOUT THE PART OF SPEECH USING MIND MAPPING ATSTUDENTS OF2017A STKIP PGRI JOMBANG

We present an implementation about mind mapping learning of part of speech on direct explanation using mind mapping to the students. This research aims to share the knowledge about learning part of speech using mind mapping and also to know the students’ comprehension ability about it. So that student can understand its function of each part of speech by using simple learning of mind mapping. This study was carried out among 20 students ofSTKIP PGRI Jombang especially in English Department. This study was descriptive and applied qualitative research method. The results show that 25% student have a very good comprehension and 50% have good comprehension20%have an enough comprehension and the last 5% are having low comprehension about part of speech (n=20). Part of speech is one of grammar factor that very important basic to understand the whole next grammar. Therefore, we need to share the explanation clearly and simple to the students who still don’t understand. In conclusion, the students’ comprehension in grammar about part of speech using mind mapping were categorized into “good comprehensive” category. However, based on these results, we have managed to put forward a number of recommendation and suggestion.
Sistem Informasi Tugas Akhir Mahasiswa pada Program Studi STMIK Palangkaraya Berbasis Web Mobile

Information systems and computer technology was developing rapidly because for information needed. The development of information technology. Could not separated from develop of computer technology, because computer was a media that could make easy to finish their work. The Change and dynamics of society�s grown rapidly with developmen of information technology that requires effective and efficient in terms of time. One of them helped in the process of final exam. The writer interest to make an information system based on mobile web that can solve the problem. The system will make based on object with the title make a data of final exam information system in Faculty of STMIK Palangkaraya based on mobile web.&#x0D; The results of this study are expected by the online aplication Final exam in faculty of STMIK Palangkaraya final and students to sign the final task quikly and accurately to assisted help faculty STMIK of Palangkaraya to collected a data of final exam and for student to sign. Final exam Seminar proposal, Final task quikkly and accurately. The collection of data by used this aplication also does not consume a lot of time and money because it can reach Final registration which is outside the city, outside the island even residing outside the country though.
Pretending Factor in Acting of the Theater and Film Actors

The purpose of the article is to argue the factor of pretending in the technique of the theater and cinema actor; based on the analysis of the dual existence of the actor in the role, to prove the need for an approach to the creative act, based on the actor’s participation in this act and then taking into account the form and content of human existence in everyday life. The research aims to find out the place and significance of pretending in the art of the theater and cinema actor. The methodology of the research presupposes application of the analytical and logical approach to understanding the actor’s play in the creative act. The research uses a comparative analysis of the actor’s existence in the role and as an ordinary person during a joke or deception. By comparing the dual existence of the actor in a role with a similar way of existence as an ordinary joker, their similarities and differences are clarified. The scientific novelty of the material presented in the article is to substantiate pretending as an integral part of the actor’s activity. It is argued why pretending in a role is a prerequisite for an artistic act creation. It has been justified that there is the need to introduce the lecturers in the course of actors’ teaching that explain the actor-beginner what the masterful pretending of bodily and mimic movements and linguistic features that arise during the activities and behavior of the character means, and how emotions arise thanks to pretending. Conclusions. The act of acting in general has more in common with deception than life, although it is designed to reflect it. Therefore, pretending and imitation in a role is a necessary and integral part of acting. Adoption of the way of existence simultaneously in the hypostasis of the deceiver and the character gives the actor more opportunities to observe and explore the features of own psyche, and therefore to manage own psycho-emotional system when acting.
A comparison of cluster algorithms as applied to unsupervised surveys

When considering answering important questions with data, unsupervised data offers extensive insight opportunity and unique challenges. This study considers student survey data with a specific goal of clustering students into like groups with underlying concept of identifying different poverty levels. Fuzzy logic is considered during the data cleaning and organising phase helping to create a logical dependent variable for analysis comparison. Using multiple data reduction techniques, the survey was reduced and cleaned. Finally, multiple clustering techniques (k-means, k-modes and hierarchical clustering) are applied and compared. Though each method has strengths, the goal was to identify which was most viable when applied to survey data and specifically when trying to identify the most impoverished students.
Knowledge Discovery in Medical Database using Machine Learning Techniques

In this study, an attempt was made using machine learning techniques to discover knowledge that will assist policy makers in taking decisions that will ensure that the sustainable development goals on Health is met.Agglomerative Hierarchical clustering was used to cluster the states by personnel information (number of doctors, community health workers, nurses and midwives), this was visualized using a dendrogram.The Exploratory analysis revealed that it is only community health workers that are well distributed in all the states, the North West states have the least number of hospitals offering ante-natal services.Random Forest model was used to generate a feature importance to determine the important attributes that determined the availability of maternal health delivery services in a hospital, an important discovery was the fact that the availability of doctors does not in any way determine the availability of maternal health delivery services but rather community health workers, nurses and midwives are the major determinants.Random Forest algorithm was also used to classify hospitals offering maternal health delivery services and the result compared with Logistic Regression, Bagging and Boosting.The evaluation metrics used were accuracy, precision and recall.For accuracy and precision, Random Forest performed best while for recall it performed poorly compared to all the other algorithms.
PENGEMBANGAN APLIKASI INFORMASI RUTE ANGKUTAN KOTA BANDAR LAMPUNG BERBASIS ANDROID

This research is done to design and build Information Application of Bandar Lampung City’s Public Transportation with Android. This application can be used as a media to know about Bandar Lampung’s Public Transportation and the routes which is used by Bandar Lampung City’s public transportation, and the benefit of this application is to help citizen who does not know Bandar Lampung City to know about the routes of Bandar Lampung City’s public transportation. Application of Bandar Lampung City’s Public Transportation uses java programming language. Development of the application uses Unified Process (UP) method and is designed with Unified Modeling Language (UML). The result produced in the test using Equivalence Paritioning shows that system’s management of rules are able to run well and the system can provide information well. Base on testing data, this application is categorized as User Friendly with the average of 83,67% (Very Good).
Error Translation in Public Sign

This research aims to analize error translation found in public signs written in English such billboard, shops name, and so on. This research also investigates the reasons of the error. This reserach was designed based on descriptive analysis. The data were taken by taking photosof billboard and shops name in Padangsidimpuan for three weeks. After analyzing the data it was found that there are three types of error translation on public signs they are, spelling error, grammatical error, and wrong choice of word. The data showed that 70% of the total error is spelling error, followed by grammatical error which is 20% and the lowest percentage is wrong choice of word which is 10%. The reason of these errors due to lack of English knowledge. Most of the owner who made the public signs do not know correct spelling or diction in English.
DNN Architecture for High Performance Prediction on Natural Videos Loses Submodule’s Ability to Learn Discrete-World Dataset

Is cognition a collection of loosely connected functions tuned to different tasks, or is it more like a general learning algorithm? If such an hypothetical general algorithm did exist, tuned to our...
“I WANT TO BE A PHILOSOPHY PROFESSOR” OR THE STORY OF ONE OF THE A.S. TURGENEV’S “PROJECTS”

The article devotes to the initial stage of I.S. Turgenev’s creativity path, when he intended to devote himself to philosophy. The first part of the historical and philosophical research covers the studentship stage of his life, Turgenev’s involvement to the University course of philosophy primarily in Moscow, then in St. Petersburg universities. Everything happened at Moscow University due to Professor M.G. Pavlov, Shelling’s philosophy follower, who was teaching physics in a philosophical format. He listened course of lectures on metaphysics at St.-Petersburg University, given by A. A. Fisher, who was one of the first who started to teach philosophy in accordance with Uvarov’s ideological triade “Orthodoxy, Autocracy and Nationality”. The second part touches upon the period of education abroad. After he had finished the philological faculty of St.-Petersburg University in 1837, he became convinced that Russian universities could provide only preliminary education and real source of knowledge could be found only abroad; that is why he goes “to finish his education” in Berlin. There he studied ancient languages, history and Hegel’s philosophy under the guidance of Professor Werder. Turgenev also prepared different parts of Shelling’s teaching for publishing in Russian periodic, after famous philosopher had given lectures in University of Berlin. The last part of this article gives a picture of Turgenev attempts to receive masters’ degree and tries to take place at the Department of Philosophy. At the beginning of 1842, after presenting the diploma of candidate, granted by St.-Petersburg University, he asked Moscow University Council to give him a permission to receive the masters’ degree; his utter motive was to occupy the place at the Department of Philosophy, which was vacant for a long time. But he failed to do so in Moscow and moved to St.-Petersburg, where he tried to pass exams needed to get degree again. However, he failed again due to not giving the dissertation work; as the result, he didn’t receive masters’ degree and, furthermore, he dedicated himself entirely to literature. However, Turgenev saved his interest to philosophical problems, which he tried to solve in prose format.
ANALISIS KERENTANAN SISTEM IRIGASI AKIBAT PERUBAHAN IKLIM DENGAN TOLOK UKUR INDEKS KELENTINGAN DI EMPAT DAERAH IRIGASI WILAYAH DAERAH ALIRAN SUNGAI BRANTAS

Climate change which mainly affected by the increase of climate variability from time to time is highly impacted to the vulnerability of irrigation system, in a way that by the increase of water demand can not be fulfilled by water availability (the decrease of capacity). While, basic measure of conducting irrigation system management currently is solely based on comparison value between demand and irrigation water availability (K-factor) without considering the increase of climate variability. Resilience Index (Ik) as one of basic measures in water resource management can be used as a limitation in irrigation system operational management. The results of the study show that Molek, Jatikulon, Menturus and Konto irrigation areas (DI) are impacted by climate change with different scales of resilience. The resilience index of 100% for Molek Irrigation area, 80% for Jatikulon irrigation area, 50% for Menturus irrigation area, and 33% for Konto irrigation area. Climate change is predicted causing the decrease of harvested area, in such a way that in the condition of El Niño around 48% in Konto Irrigation Area, 34% in the Menturus Irrigation Area, 28% at the Jatikulon Irrigation Area, and 15% in the Molek Irrigation areas. Nevertheless, in the La-Nina condition, there was no the increase of harvested area in the entire of irrigation area studied, even, there was a decreased of harvested area of 28% in Konto irrigation area, and 6% in Menturus irrigation area. The most powerful threat toward irrigation system sustainability is the environment, followed by physical, social, and economic aspects respectively. The results of this study implicate to the imprevement of irrigation management policy, namely to the operational pattern of irrigation system, which use resilience index (Ik) as basic measure of irrigation system management out of the K-factor.
EXPERIENCES IN THE DEVELOPMENT OF A COMPUTER NETWORKING COURSE

The degree in Computational Mathematics Universitat Jaume I (UJI) of Castellón, Spain, is a degree that offers a training that unites mathematics with computer science and focuses on areas where both are very relevant.The graduate in this degree have a mixed profile because it combines a theoretical training, typical of a pure degree in mathematics, with the technical training of a pure degree in computer science.This mixed profile make them very versatile, that is, with the ability to perform different types of tasks and have a high rate of employment.On the other hand, their capacity for analysis and abstraction will allow them to adapt very easily to any change and innovation.This degree is composed by different courses.One of these courses is the introduction to computer networking course.Computer networks allow its users to communicate and share information regardless of the geographic distance between them.Ensuring the optimal operation of computer networks is no easy task, and there is a necessity of highly trained professionals with a solid knowledge of network planning, design, and configuration, as well as the capacity to address the different and complex connectivity and security requirements.The computer networking course provides students with the fundamental concepts of computer networks along with training to acquire the basic skills necessary to solve the various technical problems of the world of computer networks.The aim of this paper is to show the methodology and learning solutions used to train the students to to plan flexible, scalable computer networking systems for a business or organization of virtually any size.Paper shows the course objectives, the target competencies, the course contents, the assessments, and how the technology resources for e-learning are used to teach the subject.
PENGEMBANGAN MEDIA CORONG HITUNG UNTUK MENINGKATKAN KETERAMPILAN BERHITUNG TENTANG OPERASI BILANGAN PADA SISWA KELAS I SEKOLAH DASAR

Development of Funnel Counting media is very necessary because there is no learning media that can help students learn about number operations. This condition has an impact on students' numeracy skills which are still low. To overcome this problem there needs to be an appropriate solution. One of them is by developing media that attract students in the form of a Calculating Funnel media. This study aims to determine the steps for developing and the feasibility of media Counting Funnels. This research is research and development (R &amp; D) with the development model of 4D (Four-D), namely Define, Design, Development, Disseminate. The subject of this study was the first grade students of SD Muhammadiyah Bleber with a total of 18 students. The instruments of data collection are questionnaires, interview guides, tests, and documents. The data analysis technique used is qualitative analysis and quantitative analysis. The results of validation research media experts get a value of 93.75 (Very Good), validation of material experts get 85.41 (Very Good), validation of learning experts get 85.41 (Very Good), the results of expert validation get comments and suggestions as a reference for doing product revision. The results of a small group trial with 8 students scored 87.50 (very good). The teacher's assessment received a score of 94.11 (very good). Student responses got a value of 95.83 (very good). While the usage trial with 18 students got a value of 86.50 (very good). The teacher's response to the use trial received a score of 97.50 (very good). students' responses get a score of 97.50 (very good). Overall, from the Funnel Counting media validation test, it is feasible to use it in grade 1 elementary mathematics learning.