Reviewerly/exHarmony huggingface dataset:
Scalable Gaussian Process Regression for Kernels with a Non-Stationary Phase

The application of Gaussian processes (GPs) to large data sets is limited due to heavy memory and computational requirements. A variety of methods has been proposed to enable scalability, one of which is to exploit structure in the kernel matrix. Previous methods, however, cannot easily deal with non-stationary processes. This paper presents an efficient GP framework, that extends structured kernel interpolation methods to GPs with a non-stationary phase. We particularly treat mixtures of non-stationary processes, which are commonly used in the context of separation problems e.g. in biomedical signal processing. Our approach employs multiple sets of non-equidistant inducing points to account for the non-stationarity and retrieve Toeplitz and Kronecker structure in the kernel matrix allowing for efficient inference. Kernel learning is done by optimizing the marginal likelihood, which can be approximated efficiently using stochastic trace estimation methods. Our approach is demonstrated on numerical examples and large biomedical datasets.
Are schools the safe space to err and explore

Growing digitisation of schools prompts concerns over the ability of students (and parents) to develop informed decisions towards how, why, when and who uses school data. As technologies increasingly make record of students’ every move, Velislava Hillman asks whether constant monitoring, micromanagement and data collection of students guarantee a safe environment for them to err without future negative consequences.
Jedad : Promoting Market Opportunities for Refugee and Host Community Businesses in Jordan

Jedad is a business-to-business networking initiative supported by the World Bank team that aims to boost access to market and sales opportunities for micro and small enterprises (MSEs) in Jordan with a focus on refugee and women entrepreneurs. This initiative created an online platform that contains about 1500 businesses. The initiative, one of the first in the Middle East and North Africa (MENA) region (to the best of the project team’s knowledge), aims to boost the entrepreneurship ecosystem in Jordan by overcoming market frictions and information asymmetry to which refugee businesses are more prone to. Through the online platform, this initiative enables businesses and entrepreneurs to connect to potential clients by reducing the search costs for suppliers and buyers, which are often very high for the MSEs, particularly for the refugees, displaced, and women entrepreneurs due to their limited mobility. Besides the online networking platform, this project also provided an innovative product design support to 400 firms to help improve their product and service design thinking. To disseminate knowledge and to sustain online networking platform initiatives like Jedad beyond the end of this project’s funding, the team has also prepared a practical toolkit (including coding and necessary technical details) on how to build an online platform like Jedad. This toolkit will be publicly available so that anybody interested can create a similar or even a better platform than Jedad and advance the online business to business networking initiative in Jordan, MENA, and beyond.
”Det är lite så, det är en balansgång hela tiden” : En kvalitativ studie kring svenska mellanstadielärares användning av kodväxling

This study investigates when and why teachers use code-switching as a method as well as teachers’ approach to the use of code-switching as a language strategy. I’ve seen that pupils in Swedish scho ...
Megalith Grave Escape : Using escape room game mechanics for cultural heritage sites

This report documents the development of a concept and prototype for a mobile application with the purpose of making the megalith graves surrounding the town of Falkoping more engaging and interact ...
LITHO-SEISMIC CLASSIFICATION BASED ON ELASTIC ROCK PARAMETERS AT “KELUARGA” FIELD, KUTAI BASIN, EAST KALIMANTAN USING PROBABILITY DENSITY FUNCTION APPROACH

Summary Seismic reservoir characterization with litho-seismic classification method was aimed to map the sandstone probability. Simultaneous seismic inversion was performed using the PSTM (Pre-stack Time Migration) data from “Keluarga” field which is located at offshore Mahakam PSC. This study is able to analyze the probability of facies in the study area based on lithology classification from elastic rock parameters that gained from seismic inversion IP (P-Impedance), PR (Poisson Ratio) and its derivative of LambdaRho (LR) and MuRho (MR). Cross-plot between elastic rock parameters showed the lithology classification that fitted with its real model. The Probability Density Function (PDF) was used as the statistical approach to determine the lithologies probability and result in the lithology probability cubes. These outcomes are able to use for future field development.
Library Guides: PL-2005: How to Get There: Map

The PL building is complicated! Here's how to find PL-2005, the instructional lab where librarians teach classes and give workshops. #workshop, #workshops, #PL-2005, #class in library
Intellectual mobility and the model of its formation in engineering students

The paper focuses on intellectual mobility of engineering students as an important quality necessary for their successful professional activity, which can be developed in the environment of a technical university through the integration of professional training and teaching a foreign language. The structural and functional model on the formation of intellectual mobility, previously developed and realised by conducting a pedagogical experiment, has been presented in the paper. The main components of the model (methodological, process-and-content, result-and-evaluation) and their constituents have been described. It is stated that such a model can become an effective tool for representing and realising the process of the formation of intellectual mobility as a quality of future engineers. Keywords: intellectual mobility, model, English for Specific Purposes, intellectual activity, pedagogical conditions.
뇌졸중 환자의 가상현실 중재에 관한 국내 작업치료 연구현황

Objective : The purpose of this study is to analyze the effect of virtual reality program on stroke patients in Korea and to suggest the future utilization plan according to the research status on the use of virtual reality program in occupational therapy clinical practice in Korea. Methods : The database of RISS and KISS was used for data retrieval. The main term was “virtual reality”, “stroke” and related research was searched. A total of 11 studies satisfying the selection criteria was analyzed according to their qualitative level and PICO method. Results : A total of eleven were selected and were randomized controlled trails (RCTs). Five of them were related to cognitive function, four were related to mental function, and two were related to physical function. The intervention program used was HMD odyssey, RAPAEL Smart Glove, Joystim, Fingertraining Application, Virtual Reality of Driving Program, Wii, X-box. After all the program interventions, we could confirm the enhancement of cognitive, mental and physical functions. Conclusions : This study analyzed the virtual reality - based intervention of stroke patients in Korea and suggested intervention method, effect and possibility. Virtual reality based programs were effective on cognitive, mental, and physical functions of stroke patients. Further studies should be conducted to confirm the effectiveness and applicability of virtual reality training through the study of continuity after treatment.
Subject Guides: Technical Communication: Additional Resources

A guide to librarian-recommended resources in technical communication and technical writing, including databases, books, journals, websites and more.
Strategi Pengembangan Usaha DNI Skincentre Renon dengan Penerapan Metode Swot dan Topsis

The development of beauty trends in Indonesia is increasing, which makes the cosmetics industry one of the promising industries. The presence of foreign brand cosmetics makes domestic products experience sales decline. The high level of competition has become one of the factors in conducting business development strategies. The objectives of this study are 1) to analyze the internal and external environmental conditions of DNI Skin Centre, and 2) to formulate strategies and set priorities for DNI Skin Centre business development strategies. This study uses the SWOT method to determine the alternative strategies used, and the TOPSIS method to rank alternative strategies. Strategies that can be applied at DNI Skin Centre Renon are to growth and build. The first alternative priority strategy chosen is to provide education to consumers about Renon's DNI Skin Center products and treatments. The second priority alternative strategy chosen is to maintain the price and quality of the product and the third priority alternative strategy is to promote the products and treatments that exist at the Renon DNI Skin Center.&#x0D; Keywords: Skin Centre, Business Development Strategy, SWOT, TOPSIS
PENGGUNAAN RESAMPLING DALAM PENGGAMBARAN QUICK COUNT

In this paper a descriptive statistical analysis of the results of the 2019 presidential election was presented related to the quick count result. Descriptive statistical analysis was also conducted on the results of the 2019 presidential election in Salatiga City (Central Java province), Solok City (West Sumatra province) and Rejang Lebong Regency (Bengkulu province). The resampling method is used to illustrate how the quick count method can be explained for finite populations in Salatiga City, Solok City and Rejang Lebong Regency. By using resampling, the percentage obtained by the Jokowi-Amin pair in Salatiga, Solok and Rejang Lebong are 78.05%, 87.86% and 56.85%, whereas the reality for the three cities in a row is 78.03%; 87,79% and 56.36%.
LibGuides: Search Help: Common Search Problems: My results are not relevant

Having trouble with your searches? This guide will give you some tips to get back on track.
LibGuides: Government Information: Featured Resources

UAlbany Libraries' gateway to locating U.S. government information If your subject has subtopics, create a page for each here.
Fraud or Not

This paper uses statistical learning to examine and compare three different statistical methods with the aim to predict credit card fraud. The methods compared are Logistic Regression, K-Nearest Ne ...
COVID-19, Digital Surveillance, and Privacy: Fourth Amendment Considerations [April 16, 2020]

Coronaviruses; Epidemics; Economic assistance; Public health surveillance; Privacy, Right of; COVID-19 (Disease)
Visual Information Display Systems. A Survey

Visual information display systems that are computer connected or updated with computer generated information
LibGuides: Open Educational Resources: Open Access

Designed to be useful and relevant, this guide will provide you with access to a range of key freely available scholarly and academic resources to aid your studies/research in various disciplines
AI-Powered Ultrasound Still Can’t Replace Sonographers in Breast Cancer Detection

AI model can help alleviate increased sonographer workload, but still has high missed diagnosis rate.
GB iOS X APK Download v6.0 (Official Latest Version 2020)

GB iOS X is a WhatsApp MOD for Android telephones that copies the presence of this messaging and chat application on Apples cell phones. The StefanoYG ...
LibGuides: Summer Reading 2020: Favorite Movie

Summer reading information and booklists for WSA students in grades 6-12 in Fall, 2020. Detective stories, spy novels, historical mysteries, paranormal & psychological thrillers!
Blockchain and Big Data

The aim of the study was to present the possibilities of using innovative blockchain technology to improve the functioning of the beef production chain. It is important because today the market is supplied with a huge amount of worse quality meat. There is no reliable source with information about the meat people consume. Customers have no idea where the cattle grew up, how it was fed, if it got seriously ill during its life, or who was responsible for the slaughter and then its transport to the store shelves. The research has shown that blockchain is a technology that can solve many problems and shortcomings of the current beef production system and contribute to ensuring food safety and quality. The outcome and advantage of using blockchain technology can be an increase in transparency of operations among all stakeholders using the Big Data and applying practical solutions of blockchain in management of beef production.
О взаимодействии университета и школы в работе с одаренными в области математики учащимися

The article presents a model of interaction between the university and educational institutions as one of the effective conditions for the maintenance and development of students’ talent in the field of mathematics. The main directions of interaction of the university and the school are revealed; proposed a system of specific activities.
LibGuides: Academy Library: What is a LibGuide? A Faculty Resource: Help/FAQ

How LibGuides can be used in your courses and instruction. How USSA LibGuides can be used in your Course room.
Earth Resources: A continuing bibliography with indexes, issue 1

This bibliography lists 616 reports, articles, and other documents introduced into the NASA scientific and technical information system between January 1974 and March 1974. Emphasis is placed on the use of remote sensing and geophysical instrumentation in spacecraft and aircraft to survey and inventory, natural resources and urban areas. Subject matter is grouped according to agriculture and forestry, environmental changes and cultural resources, geodesy and cartography, geology and mineral resources, oceanography and marine resources, hydrology and water management, data processing and distribution systems, instrumentation and sensors, and economic analysis.
Easily embedd images in newsletters with the help of The Easy Photo 2 Data URI Lite/Pro 1.46

See the photo-gallery to find examples of converting photos with The Easy Photo 2 Data URI Lite/Pro 1.46.
LibGuides: Toolbox for the SJC Higher Ed Community: Productivity & Organization

Guide to a wide variety of free or low-cost tools and resources useful to the Higher Education Community
Technology for the Sound of Music

In the early 1960s during an industry recession, Kaman Aircraft lost several defense contracts. Forced to diversify, the helicopter manufacturer began to manufacture acoustic guitars. Kaman's engineers used special vibration analysis equipment based on aerospace technology. While a helicopter's rotor system is highly susceptible to vibration, which must be reduced or dampened, vibration enhances a guitar's sound. After two years of vibration analysis Kaman produced an instrument, which is very successful. The Ovation guitar is made of fiberglass. It is stronger than the traditional rosewood and manufactured with adapted aircraft techniques such as jigs and fixtures, reducing labor and assuring quality and cost control. Kaman Music Corporation now has annual sales of $100 million.
PMA LibGuides: How to Use OpenAthens: About OpenAthens

Guidance for completing the registration process and accessing the library's electronic resources through OpenAthens OpenAthens allows PMA staff and volunteers to access many of our electronic resources remotely.
PENGEMBANGAN BAHAN AJAR PADA MATAKULIAH STRUKTURDATA II

Along with the development of technology, humans try to simplify each of their activities by using technology. The use of the android OS is currently a popular mobile OS that is widely used among the public. Especially among students. In everyday life android is used for various things. In the field of education for example, many android applications can be made as learning aids, for example like applications that will be made by researchers, viz. DEVELOPMENT OF TEACHING MATERIALS IN STRUCTURAL DATA II. The development of teaching materials is made to facilitate students in understanding what is conveyed by the lecturer. In making this application using the RAD method which is in the method there are parts of the activities including Requirements Planning, RAD Design Workshop, and finally the implementation of each activity has been done well. The results of these studies can be concluded that the application of teaching material development has been running well when the blackbox test and all the functions found in the application have run well and as expected. (Abstract).
CRED: Credibility-Enabled Social Network Based Q&A System for Assessing Answers Correctness

In a question & answer (Q& A) system, credible users provide answers of higher correctness. However, in a distributed social network based Q& A (SNQ& A) system, an asker does not know a k-hop answerer's credibility, thus making it difficult for the asker to assess the answer correctness. Therefore, a credibility-enabled distributed SNQ& A system is crucial for determining the correctness of the answers. To this end, we propose CRED, a credibility-enabled distributed SNQ& A system, which facilitates each user to assess the correctness of the provided answers. CRED utilizes subjective logic to build interestwise friend-to-friend credibility opinions under uncertainties. The developed opinions are then accumulated by CRED to get each user's aggregated credibility opinion, which may reflect the user's real credibility. CRED forwards a question to users with highest credibility beliefs in the question interest category. Our evaluation results show that, on average, CRED accomplishes higher success ratio, higher answer correctness, and lower answer uncertainty by 12.1%, 16.4%, and 22.2%, respectively, as compared to the best-performing baseline systems.
Multilabel text classification of public procurements using deep learning intent detection

Textual data is one of the most widespread forms of data and the amount of such data available in the world increases at a rapid rate. Text can be understood as either a sequence of characters or w ...
PMA LibGuides: How to Use OpenAthens: Access Resources through OpenAthens

Guidance for completing the registration process and accessing the library's electronic resources through OpenAthens How to access web resources through OpenAthens.
Research Guides: Graduate Student Resources & Services: Technology Resources

This is a guide to resources and services in the UO Libraries especially relevant for graduate students. Information about technology resources in the UO Libraries
Data Mining Techniques and Their Performances in Blockchain

In the present situations, a blockchain set up a financially sound secure and autonomous framework for different fields like mysterious record, information restrictive and keen contacts. There are numerous highlights of blockchain, in which bitcoins are the well-known and principal highlight of it. Additionally a structure is required to make blockchain increasingly dependable regardless of the way that blockchain give a monetarily stable establishment to data level accumulating and errands. There are a few factors, for example, productivity, plausibility and advantages to be assessed a blockchain adventure. A couple of standard and promising blockchain methods are immature; among them those are for reliability, adequacy, execution, security and insurance for blockchain. Hence, in this paper a definite report is done to apply the datamining procedures on blockchain and finding the effect of these strategies on the exhibitions of blockchain methods.
Utilization Palm Shell Bioelastomeric as Composite Foams for the Removal Hg<sup>2+</sup> in Liquid Waste

Abstract Efforts to deal with waste using the adsorption method showed effective results. However, it was discussed of the sorbent after the remediation process is cumbersome. An alternative to overcome this problem can be done by fixing the adsorbent into a solid form consisting of a porous polymer without changing its chemical affinity with metal ions. In this study, the adsorbent used was bioelastomeric containing activated charcoal from palm shell waste and elastomeric, which would then be contacted with Hg 2+ metal ions. The process variable in this study was the composition of heavy metal Hg 2+ 8, 12, 16, 20, and 24 mg/L with the contact time until it reached equilibrium. Based on the calculation, the palm shell bioelastomeric used three adsorption isotherm models, Freundlich isotherm (R 2 = 0.991), Langmuir isotherm (R 2 = 0.967) and Dubinin-Radushkevich isotherm (R 2 = 0,871). The results showed that the efficiency of adsorption of heavy metal Hg 2+ with bioelastomeric palm shell was almost close to 100%. In conclusion, palm shell bioelastomeric can be a potential adsorbent with a high heavy metal removal ability.
LibGuides: SUBR Free Online Course Materials: Course Reserves

In response to the COVID-19 outbreak, John B. Cade Library worked with the LOUIS Library Consortium to ensure that all students have access to course materials. RedShelf has partnered with publishing communities to provide up to 7 free EBooks A listing of textbooks available through RedShelf for use with courses at SUBR.
Research, Citation, & Class Guides: PreK-12 E-Books and Related Resources for Virtual Learning: Wisconsin Virtual Library: Ebooks and Audiobooks

UW-W Libraries currently subscribe to numerous higher education and academic e-book platforms. This supplements those with access to selections for younger readers.
Software Accelerates Computing Time for Complex Math

Ames Research Center awarded Newark, Delaware-based EM Photonics Inc. SBIR funding to utilize graphic processing unit (GPU) technology- traditionally used for computer video games-to develop high-computing software called CULA. The software gives users the ability to run complex algorithms on personal computers with greater speed. As a result of the NASA collaboration, the number of employees at the company has increased 10 percent.
Verification of aberrant expression of CD7 in acute myeloid leukemia

Introduction Acute myeloid leukemia (AML) is an aggressive disorder characterized by accumulation of blast cells in bone marrow. The heterogeneous phenotype of AML is based on cytogenetic mutations and molecular aberrations. Immunophenotyping is a convenient method for quick and reproducible diagnosis of most hematological malignancies. The higher frequency of aberrant expression of lymphoid markers in AML may be related to environmental changes and accumulation of biological defects. The CD7, a T-cell antigen, is expressed in a minority of patients with AML, and it is the most common aberrant marker found in AML in most studies. Aim We aimed to determine the frequency of CD7 expression in AML and to verify if this aberrant expression is true or false. The study included 32 newly diagnosed patients with AML. Detection of CD7 in AML was done by using an independent method to check the gene expression, namely, reverse transcriptase-PCR, besides the usually used monoclonal antibody-based flow cytometric measurements. Patients and methods The study revealed the frequency of CD7 expression in newly diagnosed AML cases to be 18.1% by flow cytometry. The AML cases with positive CD7 expression by flow cytometry were subjected to reverse transcriptase-PCR to determine gene expression. All cases with positive CD7 expression by flow cytometry were found to be negative for CD7 gene expression by PCR. Conclusion This study raises a reasonable possibility of a false-positive detection of aberrant CD7 expression in AML using immunophenotyping by flow cytometry.