Reviewerly/exHarmony huggingface dataset:
Cutting through the Jungle: Disambiguating Model-based Traceability Terminology.

Traceability, a classic requirements engineering topic, is increasingly used in the context of model-based engineering. However, researchers and practitioners lack a concise terminology to discuss aspects of requirements traceability in situations in which engineers heavily rely on models and model-based engineering. While others have previously surveyed the domain, no one has so far provided a clear, unambiguous set of terms that can be used to discuss traceability in such a context. We therefore set out to cut a path through the jungle of terminology for model-based traceability, ground it in established terminology from requirements engineering, and derive an unambiguous set of relevant terms. We also map the terminology used in existing primary and secondary studies to our taxonomy to show differences and commonalities. The contribution of this paper is thus a terminology for model-based traceability that allows requirements engineers and engineers working with models to unambiguously discuss their joint traceability efforts.
Quality assessment of diagnostic core-needle breast biopsy using structured illumination microscopy

Structured illumination microscopy provides a compelling solution to location inaccuracy a in core-needle breast biopsy procedures. Fluorescent H and E analog dyes and dual-channel SIM imaging were utilized to create an digital pathology image analogous to a standard histology within minutes for point of care pathology. This study validated SIM’s ability to generate an image for on-site pathology validation of sample quality which minimizes the risk of a repeat procedure. Diagnoses from the diagnostic-quality SIM images were also proven to align with diagnoses obtained by standard histological processing of the same sample.
Compression and Optimization of Neural Networks by Ternarization Methods

Current deep neural networks are achieving higher and higher performances, but this comes to a great computational cost which creates a difficulty to use them on embedded platforms like smartphones, tables, autonomous cars. Fortunately, this can be addressed using quantization techniques, one of which is the ternarization when only 3 bits are used.
Interpretable Deep Multimodal Image Super-Resolution

Multimodal image super-resolution (SR) is the reconstruction of a high resolution image given a low-resolution observation with the aid of another image modality. While existing deep multimodal models do not incorporate domain knowledge about image SR, we present a multimodal deep network design that integrates coupled sparse priors and allows the effective fusion of information from another modality into the reconstruction process. Our method is inspired by a novel iterative algorithm for coupled convolutional sparse coding, resulting in an interpretable network by design. We apply our model to the super-resolution of near-infrared image guided by RGB images. Experimental results show that our model outperforms state-of-the-art methods.
Assessment of the patriotic qualities of students of professional educational institutions

During this period, the state's attention to education decreased, which led to a weakening of the work of educational institutions in this direction. This fully applies to professional education and upbringing as an integral part of the system of human socialization, the formation of his personality. Pedagogical science and practice have achieved visible success, having accumulated a rich theoretical and methodological potential. The supranational idea was realized, friendship and brotherhood of peoples of different nationalities were strengthened, interethnic accord was reached, the need and ability to live in the interests of society and the state were formed. Patriotic education was carried out in a team and with the help of a team, by involving young people in practical, conscious, socially useful activities, student self-government, a variety of forms of military-patriotic education, a huge experience of musicological and local history work were used.
A hybrid medical image coding based on block truncation coding and residual vector quantisation

The advancement of medical field has witnessed tremendous growth with state of the art imaging technologies for accurate diagnosis, which in turn demands efficient storage of medical images. Further enhance the image quality RVQ is implemented in the proposed method. The proposed work aims at developing an effective algorithm for compressing medical images exploiting the advantages of block truncation coding (BTC) and residual vector quantisation (RVQ). The advantage of the block truncation coding (BTC) is twofold: 1) it is simple to implement; 2) involves less computational complexity. RVQ is used to enhance the quality further. In the proposed method, the input image is compressed using BTC in the first phase. The residual error out of first phase is subjected to RVQ in the second phase. The novel feature of the proposed method is the adaptive procedure of RVQ based on the variance of residual vectors. High variant residual vectors are subject to vector quantisation and low variant vectors to scalar quantisation respectively. Furthermore, the residual values are normalised to positive values, so as to preserve their sign, before quantisation. Experimental results show the superior performance of the proposed method in terms of compression metrics.
Pseudorandom byte generator based on shrinking 128-bit chaotic function

We propose a novel shrinking pseudorandom byte generator based on Ikeda functions with 128 bit computational precision. The result of the analysis shows that the novel scheme ensures a high security in the data encryption process. The computation is based on a GNU portable C library for arbitrary-precision binary floating-point computation with correct rounding, based on GNU Multi-Precision Library.
Assessment of Unemployment in Dire Dawa Administration: Trends and Current Conditions

In Ethiopia, urban unemployment is one of the socio-economic problems of urban population including Dire Dawa Administration where significant number of population is suffering from.According to the CSA (2018) employment-unemployment statistical survey report, the urban unemployment rate in Dire Dawa Administration is 25.3 percent.The unemployment rate among females is higher than males which accounts 33.5 percent and 17.6 percent respectively.The main purpose of this study is to assess the urban unemployment in Dire Dawa Administration.The study employs the annual statistical report of urban employment-unemployment survey (conducted from June, 2018 to July, 2018) by Ethiopian Central Statistics Agency.The study reveals that the rate of urban unemployment in Dire Dawa Administration is the highest in Ethiopia and far from the national unemployment rate which 19.0 percent.The survey report was supported with interview of individuals working in Dire Dawa economic bureau to triangulate the collected data.The unemployed population wants to work any available job to relief from their family assistance and support themselves and their families.Surprisingly, more than one third of unemployed population want to establish their own business, though still they did not do because of different constraints mainly shortage of finance, lack of training and finance and lack of place of working.Besides, the illiterate and trained urban population is more unemployed than that of the illiterate one which implies education doesn't guarantee for employment.Therefore, the Dire Dawa administration should consider this problem and take a serious measure to minimize the unemployed population.The administration should focus on labour-intensive investments that can employ huge man-power at a time.Besides the government should create suitable working environments for those who want to establish their own business including provision of financial credit without any collateral, working place and continuous training on entrepreneurship concepts with the collaboration of nearby higher institutions.
Perancangan Ulang Desain Website Pada Jurusan Teknik Informatika Politeknik Negeri Bengkalis Dengan Menggunakan Konsep User Interface Dan User Experience

The importance of the website of the Bengkalis State Polytechnic Informatics Engineering Department serves to show what information is presented. A good user interface and user experience on a website will make visitors want to linger on the website. The website now still needs to be evaluated according to questionnaire data from users. This improvement is by redesigning the display in accordance with the concept of user interface and user experience as well as web responsiveness. The purpose of this study is to provide comfort to users. The author takes one of the references in designing the appearance of a website based on the book Don't Make Me Think! by Steve Krug and Research-Based Web Design & Usability Guidelines by Michael O. Leavitt. Then test the user experience with the user experience questionnaire (UEQ) method. Based on the test, UEQ gets a green graph, which means that it has reached a good value. With the results of UEQ testing on the six aspects, namely Attractiveness with a value (1.79 = Good), Perspicuity with a value (1.48 = Above Average), Efficiency with a value (1.64 = Good), Dependability with a value (1.61 = Good), Stimulation with a value (1.51 = Good) and Novelty with a value (1.29 = Good).
Mūzikas terapija sociālo prasmju veicināšanai pusaudžiem no sociālo risku ģimenēm

A lack of social skills makes it very difficult for people to function and stay social, this is particularly the case with teenagers, where social networking is an important function for self-development and building up ones’ personality, as well as building a social group in order to fell affiliation. The study summarized various studies and their results on social skills and social networking as well as the impact of social risk families on the social networking process of teenagers. Also, a collection of different music therapy studies and sources for promoting social skills for teenagers from social risk families is evaluated. The selection consisted of the teens living in the crisis center from social risk families, who have received the referral of the social service of Rīga municipality or Jūrmala municipality. The amount of the selection that participated in 12 musical therapy sessions consisted of 59 teens aged 11 to 15 years. The results show that the musical therapy promotes social skills for teens from families of social risks.
Syllabus: Introduction to Problem Solving and Programming - Python, CIS 1051 (Fall 2019)

An introduction to the discipline of programming for nonprogrammer and programmers alike. The objective of this course is to give nonprogrammers a sufficient amount of programming experience to apply programming techniques to common tasks at work and also enough experience for a student to begin teaching their selves more. Students in the CIS program will learn the basics of programming a ton of concepts that will useful throughout their studies. This is a 4 credit-hour course. This means that up to 8-12 hours of work each week outside of lecture.
Application of modern information technology in mathematical technology

In the field of teaching, modern information technology is favored, and advanced mathematics with strong logicality and theory has good practical effect when carrying out teaching activities in combination with modern information technology. In recent years, for the purpose of better applying modern information technology in advanced mathematics teaching, the relevant theoretical research and exploration experiments are increasing rapidly with broad prospect.
Differences in the Behavior of Dental Caries Prevention: Puzzles and Story Telling as a Media for Health Education

Background: Dental caries is a preventable disease. This prevention covers all aspects of dentistry carried out by dentists, individuals, and society that affect the health of the oral cavity. Prevention services are focused on the early stages, before the onset of disease or pre-pathogenesis. At the onset stage, the disease is a primary preventive service or a service to prevent disease. This is marked by efforts to improve health (Health Promotion) and provide special protection (specific protection).Objective: To explore the differences in dental caries prevention behavior: puzzles and storytelling as a medium for health education.Methods: Quasi-experimental design research with non-equivalent control group design.Results: Prevention of dental caries in the group that was given health education by means of a puzzle game showed an average of adequate prevention behavior (20.9); with storytelling games, it shows the average of good preventive behavior (26.5); The prevention of dental caries in the control group showed an average of adequate prevention behavior (12.8), and differences in behavior between groups given puzzle games and storytelling in the prevention of dental caries in children at Pacarkembang Kindergarten Surabaya with the result ρ = 0.000.Conclusion: There is an influence between health education with puzzle games and storytelling in the prevention of dental caries in children.
Modular motion control software development to support a versatile, low-cost aerosol jet platform for printed electronics

A wide variety of digital fabrication methods rely on computer numerical control motion systems for positioning and synchronization of complex functions. Although low-cost microcontrollers have supported widespread adoption of 3D printing and greatly reduced barriers to market entry, higher precision printing methods such as aerosol jet printing continue to rely on expensive, purpose-built motion control platforms. Advances in low-cost and versatile microcontrollers present a compelling opportunity for the design of inexpensive, simple, and modular motion control applications suitable for precision printing modalities that require multitasking. Here, an aerosol jet printer is developed with an inexpensive 32-bit microcontroller using real-time operating system features. Multitasking enables robust synchronization of the motion system with a variety of peripheral hardware devices necessary for functional patterning. This is demonstrated for electronic inks with competitive performance compared to high-end commercial printing platforms, while maintaining a modular, accessible, and versatile framework to support portability for hybrid manufacturing capabilities.
Раскрытие национальной книжности и ее актуальные задачи

The article discusses the main positions of the history and functioning of the Department of national literatures of the National Library of Russia (NLR), the system of reflection in the collections of cognitive, cultural and ethical needs of the historically formed multi-ethnic urban population of St. Petersburg, various religious denominations and cultural codes. The author emphasizes the role of the NLR in the formation and preservation of national book cultures of the peoples of Russia, in the development of their languages, writing and educational system. The article analyses the features of the NLR activities in the modern conditions developed in the post-Soviet period. The author notes the importance of modern digital technologies in the expansion of knowledge about the book culture of the peoples of Russia and the joint activities of the national libraries of Russia, the CIS and the neighbouring countries.
Библиотеки в годы Великой Отечественной войны

The author presents the book by A.M. Mazuritsky “Libraries during the Great Patriotic War” (Orel, 2020), reveals the content of its sections devoted to the pre-war and war periods of the state of libraries in the USSR, notes the importance of this historical study for understanding the humanistic role that libraries play in countering the war. The author emphasizes the importance of the book by A.M. Mazuritsky for the education of professionals in librarianship, as well as in the preservation of book culture.
Comparing the performance of players unknown Battle Ground (PUBG) mobile app on iPhone X and Samsung S9 Plus smartphones

In this paper, we present the results of a comparative evaluation of the performance of the Players Unknown Battleground (PUBG) Mobile app on iPhone X and Samsung S9 Plus smartphones. Theoutcome indicates that Samsung S9 Plus performed better than iPhone X as perceived by players ofthe PUBG mobile game. This finding suggests that the quality of iPhone X for PUBG mobile app playshould be enhanced toimprove on the experience of its users
&lt;i&gt;American Axle v. Neapco Holdings&lt;/i&gt;: Brief of Professors Jeffrey A. Lefstin And Peter S. Menell As Amici Curiae in Support of Petition for a Writ of Certiorari

Notwithstanding the clarity of the U.S. Constitution’s grant of authority to Congress “[t]o promote the Progress of . . . useful Arts, by securing for limited Times to . . . Inventors the exclusive Right to their . . . Discoveries,” U.S. Const. Art. I, § 8, cl. 8, and Congress’s directive that “[w]hoever invents or discovers any new and useful process, machine, manufacture, or composition of matter, or any new and useful improvement thereof, may obtain a patent therefor, subject to the conditions and requirements of this title,” 35 U.S.C. § 101 (emphasis added), current § 101 jurisprudence conflates patent eligibility with the substantive requirements set forth in § 103 and § 112 and is getting more confusing by the day. There is no patent law doctrine more in need of clarification. The Federal Circuit’s 6-6 split resulting in the denial of rehearing en banc in American Axle & Manufacturing, Inc. v. Neapco Holdings LLC et al., 966 F.3d 1347 (Fed. Cir. 2020), is just the latest example in a long series of cries for help in interpreting § 101. See, e.g., Berkheimer v. HP Inc., 890 F.3d 1374, 1374 (Fed. Cir. 2018) (Lourie, J., with Newman, J. concurring in denial of rehearing en banc) (expressing that patent eligibility law “needs clarification by higher authority, perhaps by Congress, to work its way out of what so many in the innovation field consider are § 101 problems”). We add our voice to the chorus calling for the Supreme Court and/or Congress to clarify and/or reform patent eligibility jurisprudence.In setting forth a new test of patent eligibility, the panel decision mischaracterized fundamental patent principles and case law on which the modern patent system is built. The claims of the patent in suit present a conventional problem of compliance with the statutory patentability requirements of § 112, which sets forth the requirements of disclosure and claim definiteness. The panel opinion instead forces this case into the § 101 mold, which dispenses with the customary factual predicates for § 112. In so doing, the panel radically altered and expanded the already confused contours of § 101 jurisprudence. Moreover, the panel’s holdings were based on a serious misinterpretation of patent law’s foundational cases, and run counter to this Court’s long insistence that the statutory requirements of § 112 and its predecessor statutes provide the standards to assess whether claims are functional or overbroad. With this latest expansion, the atextual doctrine of patent eligibility threatens to supplant the traditional tests of patentability established by the 1952 Act. The Federal Circuit’s deep split in American Axle presents an excellent vehicle for clarifying the interplay of § 101 and § 112 of the Patent Act.
Transformer Semantic Parsing

In neural semantic parsing, sentences are mapped to meaning representations using encoder-decoder frameworks. In this paper, we propose to apply the Transformer architecture, instead of recurrent neural networks, to this task. Experiments in two data sets from different domains and with different levels of difficulty show that our model achieved better results than strong baselines in certain settings and competitive results across all our experiments.
Analisis Penerapan Sistem Informasi Akuntansi Penjualan Dalam Mendukung Pengendalian Internal Jasa Kepabeanan di PT. Pratama Logistic

This study intends to determine the application of the sales accounting information system in supporting internal control at PT. Pratama Logistic. This research method is qualitative research. Data collection methods used through observation, interviews, and documentation. Based on the results of the research analysis that the application of the sales accounting information system in PT. Pratama Logistic has been running well and the internal controls that have been implemented are sufficient. This is evidenced by the division of authority, responsible functions according to their duties, a network of procedures that comply with standards, documents that support operational activities, and the existence of authorization to prevent negligence in company operational activities.
HUBUNGAN PENGETAHUAN GIZI DENGAN PEMILIHAN MENU MAHASISWI DI ASRAMA ASMADEWA YOGYAKARTA

This study aimed to describe (1) the nutrient knowledge, (2) the choice of menu, and (3) correlation between nutrient knowledge with the choice of menu among the students of Sarjanawiyata Tamansiswa University in Asmadewa Hostel of Yogyakarta. This study was ex-post facto. Data colleting methods used questionnaires and documentation. Data analyzing methods used descriptive analysis and hypothesis testing by using Product Moment that was started by normality and linearity test. This study shows that the nutrient knowledge was in high category with the relative frequency 70.5% and the choice of menu was in high category with relative frequency 70.49%. Based on the result of Product Moment, the score of rxy was 0,642. The score of r table in the significant level 5% for total respondents 135 was 0.254 (rxy 0,642 > r table 0,254). It could be stated there was a positive and significant correlation between nutrient knowledge with the choice of menu.
Quantum Cryptography Exercise Schedules with Concept Dependencies

The design of a gamified instructional paradigm requires careful identification of concepts, concept dependencies, and concept flow in order to achieve maximum student proficiency, in a subject matter, while maintaining engagement. This is especially true for difficult and counter-intuitive fields such as quantum cryptography. In this paper, we present an abstraction of concepts that are needed to learn quantum key distribution in a gamified environment. This is coupled with a powerful adaptive navigation algorithm that guides students from one exercise to the next in the game such that maximum proficiency is achieved in various concepts associated with each exercise. The student traverses through different lessons in the game achieving the lesson outcomes in an efficient manner. This represents the first of its kind abstraction of quantum cryptography concepts and a navigation algorithm for a gamified paradigm.
Environmental Engineering Education Based on Artificial Neural Networks for Specialists

The use of the model of the breathing cycle in the instructive round utilizing a PC intricate created at the nature and work security is thought of. The model assists with working out the aptitudes for recognizing side effects of debilitation of the practical condition of the respiratory framework. The wished-forsculpt depends on counterfeit neural organizations and can be utilized for other branches of knowledge and applications, including ecological building training.
Rotation Invariance for Unsupervised Cell Representation Learning

While providing powerful solutions for many problems, deep neural networks require large amounts of training data. In medical image computing, this is a severe limitation, as the required expertise makes annotation efforts often infeasible. This also applies to the automated analysis of hematopoietic cells in bone marrow whole slide images. In this work, we propose approaches to restrict a neural network towards learning of rotation invariant or equivariant representation. Even though the proposed methods achieve this goal, it does not increase classification scores on unsupervisedly learned representations.