Reviewerly/exHarmony huggingface dataset:
Aerial image stitching based on group control

Aerial image stitching is a significant technology in the field of UAV applications. The state-of-art methods for aerial image stitching are always difficult to simultaneously guarantee the accuracy and efficiency. Aiming at the bottleneck, a new aerial image stitching algorithm based on group control is proposed. It mainly provides a hierarchical aerial image stitching framework, which is constructed by a dichotomous grouping and stitching process. Meanwhile, the direction of stitching is also controlled to prevent error accumulation. Additionally, the time consuming for stitching can be further cut down without losing accuracy, which attributes the success to the multithreaded concurrent implementation. Experimental results validate that a more attractive aerial image stitching performance can be achieved with the proposed algorithm.
Зузяк Т. П. Становлення й розвиток педагогічної освіти на Поділлі (кінець ХVІІІ – початок ХХ століття) : монографія / Тетяна Зузяк. Вінниця : Нілан - ЛТД, 2017. 452 с.

The article is a peer-reviewed monograph, in which the process is considered the formation and development of pedagogical education in the Podillia of the late 18th and early 20th centuries. In the monograph Zuzyak T. P. the formation of the educational institutions of the region was analyzed and pedagogical ideas, creative achievements of prominent teachers and public figures of Podillya were highlighted. The monograph Zuzyak T. P. is a comprehensive study of the formation and development of pedagogical education in the late 18th and early 20th centuries. The book has a preface, five sections and attachments. The author has developed a considerable volume of archival materials, periodicals, old books, special historical and historical-pedagogical literature, documentation of educational institutions, research of foreign authors.As well as the substantiated tendencies and regularities of each of the periods of pedagogical education of Podillia of the period underconsideration. Proved that the accumulated experience of organizing the teacher training system of Podillia at the end of the XVIII – early XX century was quite controversial. Proved that active searches for the development of systemic factors of vocational and pedagogical and practical training of future teachers were conducted, the necessity of special pedagogical education based on theprinciples of spirituality, social and professional values of the human personality was substantiated in Podillia.
Numerical simulation of deep learning algorithm for gas explosion in confined space

With the continuous innovation and development of science and technology, the use of digital Internet and computer and the application of scientific algorithms is becoming more and more extensive. With the development of the computer information technology revolution, various Internet information has been widely spread and developed. According to the data information transmitted above, various intelligent algorithms can be found in the data information network. Based on the depth learning algorithm, the simulation model of the numerical value of gas explosion in restricted space was studied and explored in this paper. The solution of practical problems can be achieved by building a function information model. In this paper, the deep learning algorithm and the various utilization and calculation methods of deep learning algorithm were introduced.
Constacyclic Codes of Arbitrary Length over Fq+uFq+⋯+ue−1Fq

In this article, we shall study the structure of $(a+bu)-$constacyclic codes of arbitrary length over the ring$R=F_{q}+uF_{q}+\cdots +u^{e-1}F_{q}$, where $u^{e}=0$, $q$ is a power of a prime number $p$ and $a,b$ are non-zero elements of $F_{q}$. Also we shall find a minimal spanning set for these codes. %, and completely determine the structure of these codes. For a constacyclic code $C$ we shall determine its minimum Hamming distance with some properties of $Tor(C)$ as an $a-$constacyclic code over $F_{q}$.
REVIEW:Mobile Technologies and Augmented Reality in Open Education

Augmented reality is an interactive technology that makes it possible to combine virtual and reality, and to see this combination in the same environment, rather than creating a completely virtual world. Although the ideas on augmented reality has an historical background, its technological development is relatively new. We see that augmented reality applications have been developed in the recent years for wearable technologies and especially for mobile technologies rather than for desktop/laptop computers. Strengthening of mobile technologies with various sensors and hardware and ease of producing mobile application software have led to rapid widespread use of mobile devices in all segments of society. With such spread of mobile technologies, augmented reality applications are downloaded and used by everyone and such applications are even developed without any need to advanced software knowledge.
Perceptually Lossless Compression with Error Concealment for Periscope and Sonar Videos

We present a video compression framework that has two key features.First, we aim at achieving perceptually lossless compression for low frame rate videos (6 fps).Four well-known video codecs in the literature have been evaluated and the performance was assessed using four well-known performance metrics.Second, we investigated the impact of error concealment algorithms for handling corrupted pixels due to transmission errors in communication channels.Extensive experiments using actual videos have been performed to demonstrate the proposed framework.
New Non-binary Quantum Codes Over &amp;lt;i&amp;gt;F&amp;lt;sub&amp;gt;q&amp;lt;/sub&amp;gt;+uF&amp;lt;sub&amp;gt;q&amp;lt;/sub&amp;gt;+vF&amp;lt;sub&amp;gt;q&amp;lt;/sub&amp;gt;+uvF&amp;lt;sub&amp;gt;q&amp;lt;/sub&amp;gt;&amp;lt;/i&amp;gt;

Let R= F q +uF q +vF q +uvF q be a commutative ring with u 2 =u, v 2 =v, uv=vu, where q is a power of an odd prime.Ashraf and Mohammad constructed some new quantum codes from cyclic codes.Under this background, another Gray map from R to F q 4 is given.This map can be naturally extended to R n .The problem on the ring turns to the field by this isomorphic map now.Therefore, This mapping is obviously a weight-preserving and distance-preserving map.The results show that the codes after mapping are self-orthogonal codes over F q if they are self-orthogonal codes over R. Some computational examples show that some better non-binary quantum codes can be obtained under this Gray map.We discuss the structure of linear codes.On this basis, the structure of the generating matrix of linear codes is obtained.The structure of their dual codes is also obtained.The CSS construction guarantees the existence of quantum codes.Finally, with the help of the CSS construction, we get some good quantum codes.By comparison, our quantum codes have better parameters.
Article Awards for the IEEE Transactions on Computational Imaging

Presents the recipient of the 2018 IEEE Signal Processing Society Paper Award for the paper published in the IEEE TRANSACTIONS ON COMPUTATIONAL IMAGING. Presentation of the award will take place at ICASSP 2019 in Brighton, UK.
The COSMIC Method for Measuring the Work-Output Component of Productivity

The productivity of a software activity may be defined generally as 'work-output/work-input', where work-input is the effort needed to produce the work-output. In this chapter we describe the ISO standard COSMIC method which was designed to measure a size of the work-output from a software process. Sizes had to be useful for productivity measurement and for effort estimation, for most types of software.
TRANSLATION SHIFT OF GOOGLE TRANSLATE PROGRAM IN TRANSLATING SPORT NEWS ON ON-LINE DAILY KOMPAS

Translation was a very important role in the development of science and technology in Indonesia. It was due to the large number of printed and electronic sources written in foreign languages such as English, German, Spanish, and others. In translating a document, according to Catford's theory there were several shifts. This shift occurred because there was no truly similar language in this world. There was no language that was truly the same on this earth, so translating from the source language (SL) to the target language (TL) could not be exactly the same because the two languages were very different both in structure and cultural background. This study tried to determine the translation shift in the translated sports article from the Kompas Online Daily in December 2018. Data was analyzed through Catford's translation theory, namely structure shift, shift class, shift unit, and intra-system shift from Indonesian (as source language) into English (as the target language). The problem discussed in this study was the translation shift used in translating sports articles in Kompas Online Daily published in December 2018. This study used descriptive qualitative methods. Data was taken from articles translated through the Google translating machine. The method of data collection was done by meant of documentation, while the method of data analysis was done by categorization.
Methodological aspects for the preparation of future teachers of fine arts

The article reveals methodological principles for the preparation of future teachers of fine arts for individual pedagogical activity. It was demonstrated, that the preparation should be carried out on the basis of a system, competence, integration, creativity and activity approach. A substantiation of concepts from the above-mentioned approaches in the preparation of future teachers of fine arts was made, which consideration should contribute to innovative alterations in the general education system of specialists in the field of fine arts in higher education institutions.The system approach is considered by the authors as a purposeful and clearly organized method to achieve the determined goal. It envisages a combined consecutive work of students and teachers, managing the educative process, it ensures the integrity, efficiency and resulting quality of the educational process, creating conditions for future teachers to achieve a combination of new qualities, necessary in an individual professional occupation.The competence oriented approach is defined by the authors as a shaped individual quality of a future teacher of fine arts, specifying the extent of his or her knowledge and qualification. The introduction of the competence approach envisages the deposition of cognitive accents of students’ readiness for independent work to competent accents, which are based on value priorities of a person, particularities of his or her experience and beliefs, and ensures the readiness for creative and productive individual work.The integration approach envisages the alteration of accents in the construction of the pedagogical process from a subject-centric structure to a poly-centric one, by overcoming disunity, fragmentation of professional knowledge, differentiated according to different academic disciplines, and contributes to the creation of an integral thinking style.The creativity approach envisages depriving the educational process in higher education institutions from patterns and standards, as well as giving preference to an active search for non-standard solutions, methods, forms, approaches for improving the education of students in order to achieve a higher professional level.The introduction of the activity approach, where the teacher is considered not as a “translator”, but as a coordinator for students in methods of obtaining and digesting new information, by assisting the students to get involved in different forms of creative artistic and pedagogical occupation, which demonstrates their activity as an universal “instrument” of self-fulfillment of the artistic and creative potential, which ensures the readiness formation for an active life position and a continuous education during the whole life
Pengkajian Phraseology (Bahasa) Pemanduan Lalu Lintas Penerbangan Makassar Advanced Air Traffic Services Di Bandara Internasional Sultan Hasanuddin-Makassar

ABSTRACTThis study hies to analyze the phraseology of the officer in Makassar Advenced Air Traffic Services (MAATS). The officers in MAATS consist of the officer of Aerodrome Control (ADC). Approach co11trol (APP). Area Control Center (ACC I, ACC II). They are expecting not nuzking any mistakes due to the language of pilotage airline traffic which caused by hasty speech and slip of the tongue since the difference of language dialect/ accent the foreigh pilots which come from many countries.The error in measuring the value contained in the region of 85% -95% may be norm control (tolerance) by the management by objective measurements of the work. Whereas in 2 (two) years in 2009 and 2010 never happened Breackdown of Separation (BOS) but in 2010 the ACC officers never happened Breackdown of Coordination (BOC) caused by weather and soon coordination through the equipment to the equipment connectivit CPDLC (Controller Pilot Data Link Communication) so that it can be confirmed. Key Words: phraseology (language) pilotage ADC, APP and ACC.
Context-learning correlation filters for long-term visual tracking

Correlation Filters (CFs) based trackers have recently attracted many researchers’ attention because of their high efficiency and robustness. Nevertheless, CFs trackers usually require a cosine window on account of the boundary effects. This allows trackers to distinguish targets in small background areas. In this paper, we propose an online learning algorithm that employs the global context to alleviate the problems. It is based on Passive-Aggressive algorithm that incorporates context information within CFs trackers. In addition, we train an SVM classifier to redetect objects in case of the model drift caused by occlusion and fast motion etc. The results of extensive experiments on a large-scale benchmark dataset show that the proposed tracker outperform the state-of-the-art trackers.
Harnessing Blockchain Technology In Fundamental Analysis For Investment Decision Making

The transformative roles of Blockchain technology in the financial sectors are causing revolutions and disruptions to the traditional financial system. A few international leading Stock Exchanges have been preparing and are readying themselves urgently to embrace this new technology that is likely to have colossal effect in the commercial world. However, Malaysia is not able to capitalise and adopt this technology in such short space of time in the interest of its investors due to its lack of the applicability comprehension of this newest technology’s capabilities. Moreover, limited research has been conducted to delineate the importance of this Blockchain technology in relation to the fundamental analysis namely the fibers pertaining to investment decision making amongst the investors in general. The paramount objective of this study is to highlight the impacts of this revolutionary Blockchain technology, namely its super efficiency in asset transfer, data accuracy, irreversible transaction and transparency in fundamental analysis that could significantly implant greater confidence amongst potential investors. With greater availability and access of and to data and information transparency, investment decision making can be elevated to a higher platform which could stimulate market liquidity. However, not all investors conduct their own fundamental analysis when making investment decision, they may still be susceptible to psychological bias such as herding.
Detection of Suspicious Person with Kinect by Action Coordinate

Surveillance cameras have been popular as measures against criminals. They are useful for deterrence of climes such as theft and murder, but they cannot prevent climes since real-time watching must be required for real-time detection of the climes. On the other hand, technologies of automatic recognition of people have been developed and the accuracy of image recognition by artificial intelligence has especially increased. That is, it is possible to detect crimes by installing artificial intelligence to surveillance cameras. However, a large amount of behavior data must be learned to determine a behavior pattern of a person by image recognition, and the data size is large since they are image data. Also, it is not confirmed whether a behavior pattern can be judged precisely when a part of the body is hidden by a shielding object such as another person. In this paper, we propose a method to judge a behavior patter of a person using Kinect in order to detect crimes at real-time. When a suspicious person is standing in front of the entrance door, there are cases where more than one person stands at the same time. In those cases, a part of the skeleton coordinates of the person who unlocks the door may be hidden, and it may be difficult to distinguish between behavior patterns. Therefore, in this research, we propose a method for detecting suspicious person even when skeleton coordinates are hidden by shielding objects. As a result of experiments which distinguish the picking operation from the unlocking operation by a key, the average of F-measure was 47%. We know that the score was quite poor to distinguish them. On the other hand, the average F-measure of some examinees showed more than 80%. We also mention about the value and the reason as consideration in this paper.
DEVELOPING MEDIA IN TEACHING WRITING DESCRIPTIVE TEXT BY USING PREZI FOR GRADE VII OF SMP MUHAMMADIYAH 1 MEDAN

The aim of this study was to develop media in Teaching Writing Descriptive Text for grade VII of SMP Muhammadiyah 1 Medan students. This study was conducted by using Research and Development (R &amp; D) design through six stages; gathering data and information, analyzing data, designing media, validating by the experts, revising and final products. The subject of the study was grade VII of SMP Muhammadiyah 1 Medan. The data were gathered by administering interview to English teacher and distributing questionnaire to 35 respondents to get the students’ needs. The interview and questionnaire result prove that the students need English media in teaching writing which can motivate the students to understand about the descriptive text. The product has been validated by an English lecturer and an English teacher with the percentage was 93,6%. The product was categorized as “Excellent” media in teaching writing descriptive text. The result of the products was presentation that contain in audio-visual media to be used in mastering the descriptive text writing. Keywords : Prezi, Descriptive Text, Research and Development (R &amp; D).
ADAPTING IN-SERVICE TEACHER TRAINING MATERIALS AND ACTIVITIES INTO TEACHING ENGLISH AS A FOREIGN LANGUAGE MATERIALS AS A STUDI PROGRAM LECTURE (A Classroom Action Research at the Group 3, 6th Semester English Education Study Program of STAIN Watampone)

The writing aims at finding out of the effectiveness of adapting teacher training materials and activities into teaching English as a foreign language course. The method of this research employed qualitative quantitative classroom action research design which involve eighteen learners of English department education study program of IAIN Bone. The result means that in-service teacher training materials and activities is able to develop the teachers teaching competence when adapting it into teaching English as a foreign language materials.
IMPROVING WRITING SKILLS OF SHORT STORIES THROUGH THE QUANTUM LEARNING METHOD IN SMAN 1 TIRTAJAYA KARAWANG CLASS XI IPA 2 STUDENTS

This Classroom Action Research aims to describe the application of the quantum learning method to improve students' skills in writing short stories. The subjects in this study were students of class XI IPA 2 Tirtajaya 1 Public High School, amounting to 40 people. Based on the results of this study, it can be concluded that the application of the quantum learning method can improve writing skills. The application of the quantum learning method in writing learning gets a positive response from students. Students can write short stories with the right steps. Therefore, this researcher suggests applying the quantum learning method, as one of the learning methods, in other language subjects in general and in Indonesian language learning.
Optimizing Egalitarian Performance when Colocating Tasks with Types for Cloud Data Center Resource Management

In data centers, up to dozens of tasks are colocated on a single physical machine. Machines are used more efficiently, but the performance of the tasks deteriorates, as the colocated tasks compete for shared resources. Since the tasks are heterogeneous, the resulting performance dependencies are complex. In our previous work [1], [2] we proposed a new combinatorial optimization model that uses two parameters of a task - its size and its type - to characterize how a task influences the performance of other tasks allocated to the same machine. In this paper, we study the egalitarian optimization goal: the aim is to optimize the performance of the worst-off task. This problem generalizes the classic makespan minimization on multiple processors (PIIC <sub xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">max</sub> ). We prove that polynomially-solvable variants of PIIC <sub xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">max</sub> are NP-hard forthis generalization, and that the problem is hard to approximate when the number of types is not constant. For a constant number of types, we propose a PTAS, a fast approximation algorithm, and a series of heuristics. We simulate the algorithms on instances derived from a trace of one of Google clusters. Compared with baseline algorithms solving PIIC <sub xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">max</sub> , our proposed algorithms aware of the types of the jobs lead to significantly better tasks' performance. The notion of type enables us to extend standard combinatorial optimization methods to handle degradation of performance caused by colocation. Types add a layer of additional complexity. However, our results - approximation algorithms and good average-case performance - show that types can be handled efficiently.
Data management plan for the U.S. Geological Survey Washington Water Science Center

First posted May 14, 2019 For additional information, contact: Director, Washington Water Science CenterU.S. Geological Survey934 Broadway, Suite 300Tacoma, Washington 98402 The primary mission of the U.S. Geological Survey (USGS) Water Mission Area is to collect and disseminate reliable, impartial, and timely information needed to understand the water resources of the Nation, including data on streamflow, groundwater, water quality, water use, and availability. Management of data throughout the entire data lifecycle is necessary to meet the mission and maintain the USGS reputation of producing high-quality data as the Nation’s primary earth-science information agency. This document describes the data management procedures of the USGS Washington Water Science Center, including responsibilities of staff and workflow procedures.