Reviewerly/exHarmony huggingface dataset:
Quantum logspace algorithm for powering matrices with bounded norm

We give a quantum logspace algorithm for powering contraction matrices, that is, matrices with spectral norm at most~1. The algorithm gets as an input an arbitrary $n\times n$ contraction matrix $A$, and a parameter $T \leq \mathrm{poly}(n)$ and outputs the entries of $A^T$, up to (arbitrary) polynomially small additive error. The algorithm applies only unitary operators, without intermediate measurements. We show various implications and applications of this result: First, we use this algorithm to show that the class of quantum logspace algorithms with only quantum memory and with intermediate measurements is equivalent to the class of quantum logspace algorithms with only quantum memory without intermediate measurements. This shows that the deferred-measurement principle, a fundamental principle of quantum computing, applies also for quantum logspace algorithms (without classical memory). More generally, we give a quantum algorithm with space $O(S + \log T)$ that takes as an input the description of a quantum algorithm with quantum space $S$ and time $T$, with intermediate measurements (without classical memory), and simulates it unitarily with polynomially small error, without intermediate measurements. Since unitary transformations are reversible (while measurements are irreversible) an interesting aspect of this result is that it shows that any quantum logspace algorithm (without classical memory) can be simulated by a reversible quantum logspace algorithm. This proves a quantum analogue of the result of Lange, McKenzie and Tapp that deterministic logspace is equal to reversible logspace [LMT00]. Finally, we use our results to show non-trivial classical simulations of quantum logspace learning algorithms.
An Analytical Workflow for Clustering Forensic Images (Student Abstract)

Large collections of images, if curated, drastically contribute to the quality of research in many domains. Unsupervised clustering is an intuitive, yet effective step towards curating such datasets. In this work, we present a workflow for unsupervisedly clustering a large collection of forensic images. The workflow utilizes classic clustering on deep feature representation of the images in addition to domain-related data to group them together. Our manual evaluation shows a purity of 89% for the resulted clusters.
Postmodernism: Methodological Strategies

The article discusses the methodological strategies of the famous postmodern philosophers; determines their dominant directions and the possibilities for their application in artistic practice. The deep transformations of the aesthetic paradigm in the postmodern era provide an integrated approach to certain problems, given the comprehensive pluralism, the rejection of hierarchy in modern cultural discourse. Scientific novelty lies in the wide extrapolation of the methodological foundations of the postmodern way of thinking to analytical approaches towards the contemporary film process. Attention is drawn to the phenomenon of visual citation as an element of intertext. The problem of the Other in the aspect of the mosaic of modern culture is considered. The paradigm shift in the philosophy of postmodernism has an undeniable impact on artistic processes, in particular in cinema, which is manifested in the fundamental transformations of the figurative system of screen arts, their further enrichment and diversity.
An Exploratory Study on the Impact of Work/Life Balance and Employee Engagement on Talent Management and Organization Performance: A Case of Jordan Telecom and IT Sector

This study aims to explore the relationship between talent management, work life balance, motivational drivers of employee engagement and organization performance in telecommunication and information technology sector in Jordan. Both work life balance and motivational drivers of employee engagement were examined as mediators between talent management and organization performance. The population of the study consists of the three main telecommunication operators in Jordan; Zain, Orange and Umniah with a total number of employees (3305), a random sample appointed from the population with a total 250 questionnaires filled up. The study found a positive relationship between talent management and its three dimensions, namely talent acquisition, talent development and talent retention with organization performance. Results also found a positive relationship between talent management and its three dimensions with work life balance. A positive relationship also found between talent management and its dimensions with motivational drivers of employee engagement. Finally, work life balance found to partially mediating the relationship between talent management and organization performance and motivational drivers of employee engagement fully mediating this relationship between talent management and organization performance. This study stated many recommendations for future researches.
DETEKSI DINI PENYAKIT IUGR (INTRA UTERINE GROWTH RETRICTION) DENGAN METODE SVM (SUPPORT VECTOR MACHINE)

&lt;p&gt;&lt;em&gt;IUGR (INTRA UTERINE GROWTH RETRICTION) is a condition when the baby's growth stops before birth so the baby looks small and does not have normal growth like normal fetal growth patterns. The purpose of this study was to detect the fetus in the womb so as to know the condition of the baby is normal or IUGR by knowing the gestational age, bi-parietal diameter, abdominal circumference, head circumference, fetal length.The purpose of this study was to obtain an accurate prediction of IUGR with "value 0" meaning that IUGR disease was not detected, whereas "value 1" was detected symmetric IUGR disease and "value 2" was Asymmetric IUGR using the SVM method (Support Vector Machine) ) with 4 kernelsThere are 12 parameters of IUGR patients. Patient data were obtained from Jemursari SBY Hospital.&lt;/em&gt;&lt;em&gt; &lt;/em&gt;&lt;em&gt;In this experiment using the swarm particle optimization (PSO) as an algorithm selection feature. In experiments show that PSO can reduce the attributes of 12 attributes to 4 attributes&lt;/em&gt;&lt;em&gt;. &lt;/em&gt;&lt;em&gt;In experiments with this multiclass SVM method obtained an accuracy value of 96%&lt;/em&gt;&lt;em&gt;.&lt;/em&gt;&lt;/p&gt;&lt;p&gt;&lt;em&gt;&lt;strong&gt;Keywords&lt;/strong&gt;&lt;/em&gt;&lt;em&gt;: &lt;/em&gt;&lt;em&gt;IUGR, SVM&lt;/em&gt;&lt;/p&gt;&lt;p&gt;&lt;em&gt;&lt;/em&gt;&lt;em&gt;IUGR (INTRA UTERINE GROWTH RETRICTION) adalah adalah sebuah kondisi ketika pertumbuhan bayi berhenti sebelum dilahirkan sehingga bayi terlihat kecil dan tidak memiliki pertumbuhan yang normal seperti pola pertumbuhan janin yang normal. Tujuan dari penelitian ini adalah untuk mendeteksi janin dalam kandungan agar mengetahui kondisi bayi tersebut normal atau IUGR dengan cara mengetahui &lt;/em&gt;&lt;em&gt;usia kehamilan, diameter bi-parietal, lingkar perut, lingkar kepala, panjang fetus. &lt;/em&gt;&lt;em&gt;Tujuan penelitian ini adalah &lt;/em&gt;&lt;em&gt;untuk &lt;/em&gt;&lt;em&gt;memperoleh hasil prediksi yang tepat terhadap penyakit IUGR dengan “nilai 0” artinya tidak terdeteksi penyakit IUGR, sedangkan “nilai 1” adalah terdeteksi penyakit IUGR Simetrik dan “nilai 2” adalah IUGR Asimetrik dengan menggunakan metode SVM ( Support Vector Machine ) dengan 4 kernel. &lt;/em&gt;&lt;em&gt;T&lt;/em&gt;&lt;em&gt;erdapat 12 parameter dari pasien IUGR. Data pasien diperoleh dari RS Jemursari SBY. &lt;/em&gt;&lt;em&gt;Dalam percobaan ini &lt;/em&gt;&lt;em&gt;menggunakan optimasi partikel swarm ( PSO ) sebagai fitur pilihan algoritma. Dalam experimen menunjukkan bahwa PSO dapat mengurangi atribut dari 12 atribut menjadi 4 atribut. &lt;/em&gt;&lt;em&gt;Dalam percobaan dengan metode SVM multiclass ini memperoleh nilai akurasi sebesar 96%.&lt;/em&gt;&lt;/p&gt;&lt;p&gt;&lt;em&gt;&lt;strong&gt;Kata kunci&lt;/strong&gt;&lt;/em&gt;&lt;em&gt;: &lt;/em&gt;&lt;em&gt;IUGR, SVM&lt;/em&gt;&lt;/p&gt;
LibGuides: Natural Sciences Resource Guide: Home

A guide from Funderburg Library on how to use library resources to do research for your classes in biology, chemistry, physics and environmental science.
An Extensive Study on Various Literatures to Conceptualize the Process of Load Balancing Under Cloud Environment

In modern times, cloud computing is one of the huge achievements.The essential idea of cloud computing is to give a stage to sharing of assets which incorporates programming and foundation with the assistance of virtualization.Present paper deals with an extensive study on various literatures to conceptualize the process of load balancing under cloud environment.To conduct this study multiple research paper in the time frame of 2012 to 2016 has been collected and reviewed.
Optimization of Graph Total Variation via Active-Set-based Combinatorial Reconditioning

Structured convex optimization on weighted graphs finds numerous applications in machine learning and computer vision. In this work, we propose a novel adaptive preconditioning strategy for proximal algorithms on this problem class. Our preconditioner is driven by a sharp analysis of the local linear convergence rate depending on the active set at the current iterate. We show that nested-forest decomposition of the inactive edges yields a guaranteed local linear convergence rate. Further, we propose a practical greedy heuristic which realizes such nested decompositions and show in several numerical experiments that our reconditioning strategy, when applied to proximal gradient or primal-dual hybrid gradient algorithm, achieves competitive performances. Our results suggest that local convergence analysis can serve as a guideline for selecting variable metrics in proximal algorithms.
Appraisal of The Control 0f Industrial Policies to the Digital Economy: Proof from Tanzania

Recent in Tanzania evidence show that the rapid technology advancement resulted to the high and significant contribution to the Gross domestic product and economic development. Allude to that fact; the interrogation of policy infrastructure particularly industrial policies to pilot the digital economy is inescapable. The contemporary study is determined to explore the control of industrial policies to the digital economy specifically macroeconomic digital variables employed by the study (Information and Technology Gross Domestic Product and Population Using Internet) during the period from 2010 to 2017 in Tanzania. With respect to that, simple regression model is applied to inquire into the control of industrial policies to the digital economy in Tanzania during the period from 2010 to 2017. Ascribable to the sparseness of data, the only data accessible for the study during the period from 2010 to 2017 were gathered from the World Bank and the Bank Of Tanzania Annual Reports. Straight to investigate the control of industrial policies to the digital economy in Tanzania during the period from 2010 to 2017, industrial policies were represented by the economic openness which be positioned independent variable, while Information and Technology Gross Domestic Product and Population Using Internet were dependent variables in the study. The information discovered in the study was in actual fact catching the attention. Information discovered as a result of the exploration shows that the relationship between economic openness and all digital macroeconomic variable applied by the study (Information and Technology Gross Domestic Product and Population Using Internet) is Negative and meaningless. To such a degree industrial policies had no control to the digital economy during the period from 2010 to 2017 in Tanzania.
DEVELOPMENT OF THE FUTURE MANAGERS’ DEONTOLOGICAL CULTURE IN THE PROCESS OF TEACHING A FOREIGN LANGUAGE

The article deals with the role of deontological culture in the process of teaching a foreign language at a technical university as a factor of future managers’ formation. The article makes an analysis of domestic and foreign scientific literature devoted to the problems of deontological culture and professional ethics. The author gives her own notion to the concepts of «future managers’ deontological culture» and «future managers’ professional ethics». When choosing a method of teaching the foreign (English) language for specific purposes, aimed at the deontological culture development, a communicative approach was chosen. In the process of deontological culture development much attention is paid to business games and role-plays. The aim of these games is to model future managers’ professional situations that are related to the development of business communication ethics, behaviour and communication culture. In the process of games we develop the skills of trusting and empathetic communication, the ability to listen to future colleagues and clients. Much attention is paid to working with professionally-oriented texts. In the process of development of future managers’ logical and critical thinking, their personal and professional qualities we use such methods as: case method, project method, brainstorming, vocabulary replenishment, microphone. The author believes that these methods of deontological culture development in the process of teaching a foreign language will contribute to: improvement of students’ personal qualities, competences development, formation of behavioural skills in managers’ professional activity according to norms and rules of deontological culture. Further study becomes the problem of future managers’ business writing skills development as a prerequisite for becoming professionals
Relasi Makna pada Frasa Nomina Bahasa Rusia dan Indonesia

This study discusses semantic relations in Russian and Indonesian noun phrases attributed nouns and adjectives.Typological differences can cause differences in grammatical systems of these languages, as well as noun phrases related to semantic relations.Through a constrastive analysis these differences are examined.The theory used in this study is eclectic.The research method applied is descriptive qualitative method with a contrastive analysis model.The Russian data are taken from literary works and the Russian National Corpus, while the Indonesian data are taken from literary works and artificial data.The results indicate that the semantic relations in Russian and Indonesian noun phrases show similarities, but differ categorically and grammatically, i.e. in attributive categories and the presence of grammatical categories in Russian that can express the syntactic and semantic relations of phrase elements.While in Indonesian, the relations between phrase elements are strictly determined through the word order.
Applying Hierarchal Clusters on Deep Reinforcement Learning Controlled Traffic Network

Traffic congestions is a crucial problem affectingcities around the globe and they are only getting worse as thenumber of vehicles tends to increase significantly. Traffic signalcontrollers are considered as the most important mechanism tocontrol traffic, specifically at intersections, the field of MachineLearning introduces advanced techniques which can be appliedto provide more flexibility and adaptiveness to traffic controltechniques. Efficient traffic controllers can be designed using areinforcement learning (RL) approach but major problems offollowing RL approach are, exponential growth in the state andaction spaces and the need for coordination. We use real trafficdata of 65 intersection of the city of Ottawa to build oursimulations and show that, clustering the network usinghierarchal techniques has a great potential in reducing the stateactionpair significantly and enhance overall trafficperformance.
REPOSISI PERANAN DAN FUNGSI PERPUSTAKAAN MASJID DALAM MENCERDASKAN UMAT ISLAM

Masjid (Mosque) is not only used as a place of praying, but also becomes a social institution that has a role in the development of education, economics, and politics of the people. The mosque has many functions; one of them is as an educational institution. As an educational institution, the mosque cannot be separated from the existence of libraries. The Library of mosques is one form of a special library that serves the intellectual needs of the surrounding community. With the library, the mosque also serves as a center of education because through the library of the mosques and Muslims generally learn anything that has been produced first and always be able to follow and adapt to new information positively. The main role that must be done by the mosque’s library is to realize the society that aware of information and know-how to obtain and use information properly. With a good collection of library management and services, it will bring information-awareness to people to appreciate the science more than just information.
THE EFFECT OF MUROTTAL ALQURAN THERAPHY TOWARDS HEMODYNAMIC STATUS OF PATIENTS WITH DECREASING CONSCIOUSNESS IN THE ICU OF SAMPANG

patient with decreasing of consciousness isa condition it has been the patient wereable to give a normal response to stimuli.From field data, obtained there still manypatients with decreasing of consciousnesswhere their hemodynamic status isunstable. Thus, it is necessary to control theimpact of decreasing of consciousness inthe form of hemodynamic instability byusing Al-Quran murottal therapy. Thisstudy aimed to analyze the effect of AlQuran mutottal therapy towardshemodynamic status in patients withdecreasing of consciousness.This study used Quasy-Experimentaldesign. The instrument of this study isobservation sheet. Most of the population ispatient with decreasing of consciousness asmuch as 18 respondents. Researcher usedpurposive sampling techniques and decidednine groups as experimental group weregiven treatment. The treatment is Al-Quranmurottal therapy which was given for 3days and 9 groups as control group whichwas not given Al-Quran murottal therapy.Based on research results using statisticaltest of independent t- test showed that TDsystole ρvalue = 0.006, TD diastole ρvalue= 0.004, RR ρvalue = 0.007 and HR ρvalue= 0.014, overall value ρvalue <α = 0.05, soHo rejected. It means that there is notherapeutic effect Al-Quran murottaltherapy towards hemodynamic status inpatients with decreasing of consciousness.From the result of this study, the researcherexpecte this Al-Quran murottal therapy canbe used for alternative therapy for patientswith decreasing of consciousness that theirhemodynamic status is stable.
ANALISIS KESALAHAN BERBAHASA DALAM PENULISAN LAMARAN PEKERJAAN SISWA KELAS XII TPM 4 SMK NEGERI REMBANG KABUPATEN PASURUAN TAHUN PELAJARAN 2019/2020

This study aims to describe language errors in writing job applications. The method used is descriptive qualitative. In this study, the data collected took the form of the results of writing job applications for class XII TPM 4 VOCATIONAL SCHOOL, Rembang, Pasuruan Regency in the academic year 2019/2020. From the research it can be concluded the error in writing job applications for class XII TPM 4 VOCATIONAL SCHOOL, Rembang, Pasuruan Regency, 2019/2020 academic year. These errors include the use of spelling and punctuation, word choices, and sentence construction
Estimating the Social Value of Service R&amp;D Performance: Social Return on Investment(SROI) of Governmental Social Problem-Solving R&amp;D Projects

This study introduces a specific method to estimate the social value of public service R&D performance using SROI. Recently, the government is actively pursuing a national research and development project to solve social problems. However, in the current governmental R&D project performance evaluation system, there is a problem in that the effect of R&D is underestimated because the social value of public service development cannot be measured. In order to solve this problem, the study proposes a method for estimating the social value of public service R&D performance using social return on investment(SROI). As a result, the social value of the social problem solving R&D project estimated by SROI was found to be higher than that of general governmental R&D projects. The SROI method presented in the study is expected to provide a criterion for effectiveness based on social values i n the future R&D and operation of public services.
LibGuides: Library Services During COVID-19: For Students

Updates on resources, services and policies Student guidance for locating course reserves during COVID-19.
ANALISA PENERIMAAN BINTARA POLRI MELALUI PROGRAM TALENT SCOUTING

The recruitment of members of the National Police Bintara so far has been carried out by prioritizing Senior High School (SMA/SMK) graduates, both new graduates and graduates afterwards with certain requirements. With the development of the National Police organization, in 2019 the National Police provided opportunities for outstanding children in the academic, sports, and religious fields to be accepted as members of the National Police through the talent scouting program. The requirements that must be met in the selection process prioritize how these outstanding children can become members of the National Police. Keywords :  A cceptance, National Police,  T alent  S couting .
The Needs Analysis and Policy Suggestions of Lifelong Vocational Education: Based on Gyenggi-do Status

본 연구는 제4차 산업혁명 시대의 기술진보에 따른 노동환경의 변화와 저출산 고령화 사회의 도래에 따른 인구구조의 변화 등 급격한 사회·경제적 변화에 따라 급변하는 일자리 환경에서 평생직업교육이 성공적으로 정착하기 위한 정책방향을 제시하고자 하였다. 이를 위해 평생직업교육에 관한 선행연구와 국내현황을 분석하고, 경기도민을 대상으로 평생직업교육에 관한 설문조사를 통해 요구분석을 진행하였으며, 관계자 FGI와 전문가 회의를 통해 경기도 평생직업교육의 정책방향을 개발하였다. 이상의 연구를 종합하여 경기도 평생직업교육의 정책방향으로 생애경력개발의 관점에서의 접근, 직업 가치에 대한 새로운 관점에서의 접근, 사회공헌 관점에서의 접근 세 가지를 제시하였다. 첫째, 생애경력개발의 관점은 개인의 생애주기에 맞추어 경력목표를 정하고, 이에 따라 개인의 능력개발을 지원하는 교육방향을 말하며, 둘째, 직업가치에 대한 새로운 관점은 직업가치를 외재적 가치만이 아니라 자신의 능력발휘와 자기표현, 사회에 대한 헌신, 인간관계 등의 내재적 가치를 더하는 것이다. 셋째, 사회공헌을 통하여 개인의 성공적인 삶을 이룰 수 있도록 하는 평생직업교육의 방향을 제시하였다. 또한, 정책방향의 성공적 정착을 위해 ‘사회공헌형 일자리 시장 발굴’을 우선적으로 실행해야 하는 정책을 제안하였다.This study aims to analyze the needs and policy suggestions of Gyenggi-do lifelong vocational education to supports citizens successfully as they in live in a fast changing job environment due to rapid social and economic changes including demographic social structure, such as the low birth rate and growth of senior group, as technology progress in the Fourth Industrial Revolution. To suggest a future direction of lifelong vocational education in preparation for future changes, we analyzed the previous research on lifelong vocational education and current policy status, conducted a survey on lifelong vocational education for the citizens of Gyeonggi-do, and executed a demand analysis. Through this process, the future direction was developed. Based on the above studies, three policy directions on lifelong vocational education were proposed: 1) a perspective of life development, 2) a new perspective on job values, and 3) a social contribution perspective. The perspective of life development refers to the educational direction that supports career development according to the life cycle of an individual, and thus support the development of individual ability. Successful life demonstrates individual ability, devoted to society, attaches importance to human relations, Instead of economic rewards and social status; we should approach the new values of occupational value rather than external values, and suggest the direction of lifelong vocational education that enables individuals to achieve successful lives through social contribution to more focus on internal value. It also proposed a policy that should first implement ‘finding a socially-contributed job market’ for successful settlement of future directions.