Reviewerly/exHarmony huggingface dataset:
Selective Sampling for Online Best-arm Identification

This work considers the problem of selective-sampling for best-arm identification. Given a set of potential options $\mathcal{Z}\subset\mathbb{R}^d$, a learner aims to compute with probability greater than $1-\delta$, $\arg\max_{z\in \mathcal{Z}} z^{\top}\theta_{\ast}$ where $\theta_{\ast}$ is unknown. At each time step, a potential measurement $x_t\in \mathcal{X}\subset\mathbb{R}^d$ is drawn IID and the learner can either choose to take the measurement, in which case they observe a noisy measurement of $x^{\top}\theta_{\ast}$, or to abstain from taking the measurement and wait for a potentially more informative point to arrive in the stream. Hence the learner faces a fundamental trade-off between the number of labeled samples they take and when they have collected enough evidence to declare the best arm and stop sampling. The main results of this work precisely characterize this trade-off between labeled samples and stopping time and provide an algorithm that nearly-optimally achieves the minimal label complexity given a desired stopping time. In addition, we show that the optimal decision rule has a simple geometric form based on deciding whether a point is in an ellipse or not. Finally, our framework is general enough to capture binary classification improving upon previous works.
A Classification Of Human Cellular Images As ‘Parasitic’ Or ‘Uninfected’ Using Convolutional Neural Networks

Malaria is a serious infection transmitted by Plasmodium genus protozoan parasites. It is transferred among people primarily by the female Anopheles mosquito bites, and it mostly attacks red blood cells (RBCs) in human beings. Malaria kills the majority of children in Africa, with new incidents reported every other moment. As per the 2016 World Malaria Report, an around these three billion people across 100 countries are at greater risk of contracting Malaria, with a billion people at very high risk. Malaria claimed the lives of 450,000 people worldwide in 2016, with a projected 214 million people infected. More than two-thirds of all deaths were reported among children aged below 5 in Africa. Africa as a whole contributed to 92% of all deaths caused by Malaria. The symptoms caused by Malaria are painstaking, the likes of which can lead from anything like a fever or headache to something as fatal as death. To get an idea about the severity of the disease and proceed with the diagnosis, is imperative for the count of the parasite to be accurate. This will lead to better testing and measuring of drugs resistance and effectiveness. The process of diagnosis is not standardized in all places of the world, and in some low-resource settings and countries, lagging technological advances hinge on the repertoire of the microscopists who work in isolation. This frequently leads to inaccurate outcomes as a result of poor microscopic assessment decisions. As a result of the misleading consultations, people are often given small concentrations or antibiotics drugs that are otherwise unwarranted, resulting in potential adverse effects such as diarrhoea, nausea, and abdominal pain. As a result, automating the diagnosis process will allow for accurate disease diagnosis and, as a result, will provide dependable universal healthcare to resource-scarce locations. Malaria diagnosis has been computerised using a variety of machine-learning algorithms. This paper details my recent achievement in using deep convolutional neural networks to categorise malaria-infected cells. The presented scheme  goes over the methods for developing an image dataset given by the National Library of Medicine better abbreviated as (NIH). There has been a list of augmentation approaches for data that have been used to enhance the dataset in place to avert the problem of overfitting. The dataset was trained, verified, and tested on a variety of patterns to evaluate the performance of the Convolutional Neural Network in the use-case of classification. Several autoencoders once intrinsically and extrinsically interpolated the resulting set of data.
Empirical Assessment of Program Comprehension Styles in Programming Language Paradigms

Developers work with different programming languages and tools throughout their careers. It is a critical skill to be able to build on existing skills and knowledge and learn new programming languages as needed. This makes exploring how developers learn and comprehend different types of programming languages an interesting problem. The research question I plan to address with my research is: how do developers' mental model change when they learn and understand code written in different families of programming languages? My research goals are to leverage empirical software engineering and cognitive sciences to understand learning and program comprehension in developers for answering this research question. I do this by conducting empirical studies on comprehension patterns of developers of varying skill levels using different language paradigms (imperative, declarative, and functional) while they work on a varied set of software tasks such as bug fixes, verification of static analysis alarms, adding new features, code refactoring, and code summarization. The proposed empirical studies are designed using a combination of online questionnaires and biometric equipment (eye trackers) and are performed on both program comprehension and a set of established cognitive tasks with the aim of determining whether there is indeed a relationship between these different tasks and domains on performance. The eye tracking biometric measures provide fine grained details on what tokens/words in code/text developers look at as they work. This better explains the thought process and mental models developers use to solve tasks. I propose multiple studies for which I will recruit both students and professional developers in order to understand the strategies of different levels of expertise. In addition, various other factors such as native language, reading speed, years of experience, programming expertise, cognitive scores (among others) will be used to further describe the data collected on tasks.
Translating Illustrated Children Books at Perpustakaan Ganesa

ABSTRACTThis report is based on intership program at Perpustakaan Ganesa. The objectives of this report are to describe about the internship activities at Perpustakaan Ganesa, to explain about the obstacles in translating the children books, and to describe about the strategies to overcome the problems from 21 January – 14 March 2020.This report shows the internship activities done to translate illustrated children books, i.e. fictions and encyclopedia. Besides, it also shows another task in Pepustakaan Ganesa, i.e. book circulation.This report proves that translating the illustrated children books has unique difficulties concerning by message translating because it contains of children language. The intern has to find the solution in translating the children books appropriately but in the simplest language,  so that the target readers could catch the message of the translated books easily.As the result, the intern has translated six children books with different difficulties for each book.
Education in the 4th Industrial Revolution

Today, the world lives on the impact of the Fourth Industrial Revolution (4IR), as its manifestations accelerated and its effects increased in various areas of human activity, and it became one of the most disruptive forces altering our societies economically,…
Psychological Interpretation of the Hero in the Epic "Rebellion of Souls" by Erkin Vohidov and the Appearance of the Theory of Peoples Psychology

in this article, the main hero of the epic “Rebellion of the spirits” by Erkin Wahidov is the Bengal poet Nazrul Islam with his own individual psychological characteristics, the appearance of humanistic psychology on the example of this poet, the theory of the psychology of peoples on the example of the Indian people in general, the psychological interpretation of this epic is reflected.
On the use of idioms for testing focus

Given the fact that parts of idioms cannot trigger alternatives in their idiomatic reading, and the requirement that focus triggers alternatives, parts of idioms are predicted to not be focusable. Idioms can thus be used to test focus constructions, except idioms that refer to useless tasks (‘carrying coals to Newcastle’), presumably because of their transparent and scalar semantics.
KEBIJAKAN PERPUSTAKAAN DAN GALERI DI KAWASSAN PUSPITEK SERPONG

Motivated by the concept of galleries, libraries, archives, and museums,that begun to growth, research was conducted using descriptive methods, against three libraries in the Serpong Puspiptek Area, namely the Data and Scientific Documentation Center Library of the Indonesian Institute of Sciences (PDII-LIPI), the Library of the Center for The Utilization of Informatics and Nuclear Strategic Area (PPIKSN BATAN), and the Library of the Management Information Center (PIM -BPPT), and the Puspitek Gallery. Data collection is taken from the website of each library website, Puspiptek website and Puspiptek Gallery The policy in providing services provide by the three libraries is similar, namely services are prioritized for the internal community of each agency, but if there is a library from outside the institution is still served. Puspiptek Gallery contains information about all research laboratories located in the area, and is open to the public.
THE STUDENTS' MISTAKES IN USING SIMPLE PAST TENSE FOR WRITING SHORT SENTENCES

Students’ Mistakes in using simple past tense for writing short sentences at elementary teacher department of faculty of teachers’ training and education of Achmad Yani University. The objective of this study is to analyze the students’ mistakes in writing short sentences based on in simple past tense. The scope of the research is focused on one tenses namely simple past tense. Research method was used in this research is descriptive qualitative method. Based on the result of the research, the researcher could conclude that most of subject or sample of the research did mistakes in misinformation because they write wrong in grammatical form and made the sentences were incorrect.
Multi-paradigm Approaches to Mathematical Modelling as a Research Tool

This article is devoted to mathematical modeling as a research tool. The article is based on statistics of the joint Fund of electronic resources "Science and education" for the period from 1998 to the present. The selection of information about developments in mathematical modeling and statistical processing is carried out automatically by the collector_stat program developed by the authors of the article. The beginning of modernization of higher education is accompanied by the development and growth of scientific research, both theoretical and practice-oriented. The reconstruction of the higher school, which started in 2013 and is one of the active participants in the development of science in the country, is the object of research by Ofernio. The subject of research is electronic and information developments on the topic of mathematical modeling. Methods of research are methods of statistics, expertise, content analysis. &nbsp
IOT Based Hand Gesture Sign to Speech Conversion System for Mute People

It's very difficult for mute people to convey their message to regular people. Since regular people are not trained on hand sign language, the communication becomes very difficult. In emergency or other times when a mute person travelling or among new people communication with nearby people or conveying a message becomes very difficult. So here we have designed a system which would enable the mute people to communicate with regular people. In this system webcam is placed in front of mute person. The mute person would put finger in front of web camera and webcam will capture the hand gesture and perform image processing. And hand gestures will be converted into voice for mute people and also message will be displayed on screen.
Copyright Protection in a Digital Environment: Some Introspection

This paper examines the hindrances to Copyright Protection in the digital era. The author is of the view that there are six factors that pose as a challenge and in equal measure presents remedies to mitigate the challenges.
Gale Literature Criticism

Gale Literature Criticism provides a (potentially) wide selection of literature criticism articles and original interpretive materials appropriate for undergraduates. Its interface is generally friendly and easy to use, but libraries heavily invested in existing Gale content may find the lack of cross-product search integration to be a problem.
Library Research Guides: Collaborative Archive & Data Research Environment (CADRE) : Dataset access and information

CADRE is a cloud-based platform that provides access to a standardized version of the Web of Science and Microsoft Academic Graph datasets. CADRE includes GUI data querying, analysis, storage, and visualization capabilities.
LibGuides: Videos for HBU Students- Online or On Campus: COMMENTARIES

This guide was created to hold the new video to assist HBU Students as they navigate Moody Library Databases and other resources Online.
Full space coordinate measurement method with a portable light pen by using hybrid light field imaging

The light pen is one of the most useful spatial coordinate measurement methods. However, due to the principle of vision measurement, the traditional light pen has the disadvantages such as limited measurement range, large structure size and complex calibration process. In order to revolutionize the design of light pen, this paper proposes a full space coordinate measurement method with a portable light pen by using hybrid light field imaging. Firstly, a light field imaging system with depth estimation ability has been introduced to simplify the light pen structure to three target points by using P3P method. In order to improve the accuracy of the depth estimation, a hybrid imaging method and EPI method have been used. Secondly, a full spatial measurement method with a rotation platform has been presented in detail. Finally, the experiments have been designed to verify the effectiveness and accuracy of the proposed method.
Evaluación de cursos virtuales para una calidad de la educación superior virtual

In Colombia, the increase in the offer and coverage of virtual higher education is evident. With the growth, new needs arise due to questions about the quality of education. In this research, the creation of an instrument for assessment that leads to the improvement of virtual training at the University of Quindio was proposed. To do this, different methods of assessing the quality of the courses were reviewed and an own instrument for assessment was designed and applied to a sample of courses, which are complemented by surveys of teachers, students and graduates. The investigation is in process, therefore, the report and the final conclusions are still in process.
DINAMIKA PEMBELAJARAN ONLINE DI TENGAH PANDEMI PADA KELAS X DAN XI SMA NEGERI 1 MENJALIN KABUPATEN LANDAK

This study aims to carry out the dynamics of online-based learning in the midst of a pandemic that has not been optimal, especially in dealing with the Covid-19 situation, the tools used are cellphones / laptops. Efforts made to overcome this problem are to determine the dynamics of online learning in the midst of a pandemic. The purpose of the implementation is to find out the problems and follow-up of the problems faced by the school, which currently requires all teaching and learning processes for students to be temporarily carried out at home.Sources of research data are class X students and class XI students to fill in school teaching and learning activities to take learning policies that are carried out over long distances with two categories, namely the Online model and the Offline model. The results of the study show that the dynamics of online learning applied in SMAN 1 Intertwine by 75% online distance learning, and 25% offline learning
PERENCANAAN PEMBANGKIT LISTRIK TENAGA SURYA ON GRID PADA ATAP GEDUNG SMKN 35 JAKARTA KAPASITAS 101 kWp

Utilization of renewable energy is growing one of them by relying on solar energy. Solar power Plant (PLTS) is a power generation system that utilizes solar energy to become electrical energy through a photovoltaic module which is included in environmentally friendly energy so that it becomes a renewable, effective, more efficient, reliable generator. In the research on the planning PLTS on the grid was conducted in the building SMKN 35 Jakarta with the power raised at 101 kWp, the purpose of this research can be as a reference to plan the PLTS on this grid and realize the instruction of the Governor of Jakarta Special Capital Number 66 year 2019 about the acceleration of the implementation of air quality control in DKI Jakarta province to pioneer the transition to renewable energy and reduce dependence on fossil fuels by installing rooftop PLTS on the entire school building , local government buildings and health facilities belonging to local governments. Planning PLTS on grid has a performance ratio of 83.3% in which the planning is said to be feasible because the performance Rationya above 70%.
Performance Evaluation of Radar Range-Bearing Centroid Processing Using Time Series Analysis

The paper deals with a problem of performance evaluation of the range-bearing centroid processing for a surveillance radar. First, we review several techniques for centroid processing that are Moving window estimator, Beam shape centroid estimator, Center of mass correlation and Recursive least-squares centroid estimator. Then we point out that the range root-mean-square error (RMSE) and bearing RMSE are not sufficient for performance evaluation of the range-bearing centroid processing. Further, a new parameter using time series analysis for evaluation of structural stability of the centroid processing is proposed. As an illustration, a test with data from an X-band coastal surveillance radar is given.
Development of a Digital Live Worksheet in the Religion Subject to Improve Student Learning Outcomes at Junior High School

The development of digital live worksheets is a form of innovation to improve student learning outcomes. This study has a problem formulation, how, the practicality, and effectiveness of the digital live worksheet developed on the material of the angels of Allah SWT able to improve student learning outcomes. This research is a type of development research based on the theory of Dick and Carey. Products developed from 3 aspects, feasibility, practicality, and effectiveness. Feasibility was measured by 3 experts, practicality using questionnaires and observations, and effectiveness was measured by T Test statistics using the SPSS program. SMPN 2 Buduran was selected with 2 classes, VII B and VII D as the sample with the sample selection technique using purposive sampling. The results showed 97.91% with a very decent category. 95.2% with easy and practical categories according to users, namely Class VII B students of SMPN 2 Buduran. And a significance score of 0.000 with t arithmetic &gt; t table (10.611&gt;2.0345) and p-value (0.000&lt;0.05) proves that the digital live worksheet is effective in improving student learning outcomes at SMPN 2 Buduran.
DESIGN OF WEB-BASED FIXED ASSETS FOR LOAN SYSTEM AT CLASS II A COMMUNITY INSTITUTIONS BANCEUY BANDUNG

This research was conducted at the Class II-A Banceuy Penitentiary. The problem in this research is the system of borrowing goods in the form of fixed assets which is still done traditionally. This research has a goal, namely to design a system for borrowing goods in the form of web-based fixed assets at the Class II-A Banceuy Penitentiary in Bandung. The waterfall method is used in this research. The data collection process was carried out using interviews and field observations. The next process is designing the database and UI, and then doing the coding process using the PHP and MySQL programming languages to create a database. The information system for borrowing goods in the form of fixed assets was created with features to view inventory data, input goods in, input goods out. The need for this functional system has been tested, and the process is in accordance with the existing business activities at the Class II-A Banceuy Penitentiary Bandung. The system helps so that the process of borrowing goods can be carried out easily by Banceuy prison staff and can also view inventory data, so that the performance and service felt by the staff are optimal.&#x0D; Keywords: Web-Based Goods Lending System, Fixed Assets, Class II-A Correctional Institution Banceuy Bandung
Library and Academic Services: Streaming Videos Resources Guide: Getting Started

This guide contains links to RRC Library's Streaming Video databases as well as curated collections for special topic areas; You will also find here a curated collection of links to popular free external video collections such as TED Talks, YouTube Chan
LibGuides: Discovery and UX Work Group: Documentation

LSP Discovery and UX Work Group Main Lib Guide- information on events, documentation, and resources
ASSOCIATION BETWEEN FRUIT CONSUMPTION, NUTRITION KNOWLEDGE AND SOURCES OF NUTRITION INFORMATION AMONG UNIVERSITY STUDENTS IN EKITI STATE, NIGERIA

Daily fruit consumption could help prevent micronutrient deficiency and certain non-communicable diseases. This study assessed fruit consumption, nutrition knowledge and, sources of food and nutrition information among university students in Ado-Ekiti. This cross sectional study involved multistage sampling of 300 students of a private university in Ado-Ekiti, Ekiti State, Nigeria. Pretested questionnaire was used to elicit personal data and sources of food and nutrition information. Information on fruit consumption was obtained through food frequency questionnaire. Participants’ knowledge on fruits was evaluated based on 20 questions with each carrying a weight of five, making a total of 100%. This was categorized into good (≥ 70%), average (50-69%) and poor (<50%) knowledge. Chi square test was used to establish relationship among variables at 5% level of significance. Majority (62.3%) of the students were ≥ 20years; 64.0% consumed fruits less than four times in a week. A little above half (58.0%) had good knowledge of nutritional importance of fruit. The prominent sources of food and nutrition information among the respondents were social media (87.0%), internet (85.7%), relatives and friends (83.3%). The knowledge score had no significant relationship with fruit consumption frequency (p=0.083). The nutrition information sources that had significant relationship with fruit consumption frequency were television (p=0.003), magazine (p=0.015), poster/bill board (p=0.018), relatives/friends (p=0.045), neighbours (p=0.036) and seminar (p=0.000). There was inadequate fruit consumption among the students though they had good knowledge. Relatives/friends and television among other sources of information can be explored to reach the students with specific information on fruit consumption as a nutrition education intervention.