Reviewerly/exHarmony huggingface dataset:
Bio-statistical Analysis on the Enterprise Dynamic Management in the COVID-19 Pandemic

Background: With the worldwide spread of the novel coronavirus (COVID-19), the global economy has entered a cold winter, and the International Monetary Fund predicts that the global economy will shrink by about 3% in 2020. The outbreak of the epidemic has also caused heavy losses to the Chinese economy. In the first quarter of 2020, actual GDP fell sharply for the first time by 6.8% year-on-year for the first time. This is the first decline since record. Then, according to the data from the business survey in March, China's economy has improved compared with February, which shows that the economy has rebounded under the influence of policies. Judging from the current situation, although China has passed the peak period of the epidemic, affected by the high cases abroad, it can only be carried out slowly for the resumption of production. Enterprises, as micro-individuals under the macro economy, need to pass through analyzing the dynamic management of the enterprise to deepen the reform of the commercial system and stimulate the vitality of the enterprise. This will also provide data support for the government formulating relevant policies, which is conducive to the synergy of various policies and enhance the momentum of economic recovery. On the other hand, we choose tourism as our specific research object. Thus, we need to set different scenarios according to the development situation of the epidemic, evaluate the impact of the novel coronavirus epidemic on China's tourism industry, and discuss tourism development and opportunities in the post-epidemic era from the aspects of tourism's response to the epidemic and the development trend of the tourism after the epidemic [4].
Strategic Way of Factoring Modulus ``\(N = p^r q\)

Cryptography is fundamental to the provision of a wider notion of information security. Electronic information can easily be transmitted and stored in relatively insecure environments. This research was present to factor the prime power modulus \(N = p^r q\) for \(r \geq 2\) using the RSA key equation, if \(\frac{y}{x}\) is a convergents of the continued fractions expansions of \(\frac{e}{N - \left(2^{\frac{2r+1}{r+1}} N^{\frac{r}{r+1}} - 2^{\frac{r-1}{r+1}} N^{\frac{r-1}{r+1}}\right)}\). We furthered our analysis on \(n\) prime power moduli \(N_i = p_i^r q_i\) by transforming the generalized key equations into Simultaneous Diophantine approximations and using the LLL algorithm on \(n\) prime power public keys \((N_i,e_i)\) we were able to factorize the \(n\) prime power moduli \(N_i = p_i^r q_i\), for \(i = 1,....,n\) simultaneously in polynomial time.
A new method of determining facial size for three-dimensional photogrammetry quantification

Contemporary craniofacial surgery includes the pre-and post-operative optical 3D scanning of faces as a method for diagnosing and verifying the achieved results.The influence of head size in 3D scans must be excluded in order to accurately and uniformly compare different three-dimensional facial shapes in craniofacial surgery.Regarding this purpose, different head-size parameters must be measured to obtain the scaling factor.A special device, a so-called head ring, has been produced as a structure that can be fixed to a person's head.Among defined points, different linear distances (head width, length and height) and volumetric parameters (lower and upper head volumes) were calculated and compared to body-size measurements.Measurements were performed on 3D scans of the heads of 26 healthy adults with normocclusion (12 men and 14 women) taken using the head ring set.Body mass index (BMI) statistically significantly correlates with the lower and whole-head volume in men, while in women more precisely with the upper-head volume.BMI in men does not correlate with any linear distance, while in women it is closely connected to the facial width.In men the head width and lower head volume are the main contributors to head size, while in women the crown-to-chin length and upper volume determine the size of the head.A conclusion can be made that the correlation between the head volume, the BMI and the linear head parameters exists and is gender dependent.
LibGuides: Capability Framework [V1]: Unique/Special Collections tasks

Supporting researcher-facing librarians to successfully deliver inside-out services and support. What capabilities are strongly associated with these tasks and at what level
Improving deformable image registration accuracy using a hybrid similarity metric for adaptive radiation therapy

Adaptive radiation therapy uses deformable image registration to warp the dose from the planning computed tomography (CT) image to the daily cone-beam CT (CBCT) image acquired using the onboard volumetric imaging. Image quality of this CBCT image is usually inferior due to poor soft-tissue contrast of organs such as the prostate, causing registration algorithms to underperform in terms of accuracy. To alleviate this problem, we develop a hybrid image-similarity cost function that incorporates a point-to-distance map (PD) metric as one of its components. Given a pair of segmented images, structures on the fixed image are represented as sets of points while structures on the moving image are described as distance maps. The total distance of all fixed points to their associated boundaries on the moving image constitutes the PD metric, which is combined with the more traditional intensity similarity metric between the fixed and moving images. In this work, we use cubic B-splines as the registration transform. Our approach is validated using the pelvic reference dataset wherein the prostate, bladder, and rectum are manually contoured from the CT and CBCT images by a medical expert to obtain the segmented fixed and moving images. Accuracy of the deformable registration is quantified using the Dice Similarity Coefficient (DSC) and 95% Hausdorff Distance (95% HD), with and without the PD metric. Results demonstrate much improved overlap between the fixed and warped contours once the PD metric is applied. Moreover, the computational overhead associated with adding the PD metric is minimal.
The Effect of Knowledge Sharing on Organization Performance of LAO PDR's Ministry of Public Health

This research study was a part of Knowledge Management (KM) under Learning Organization (LO) concept which was vital for organizational readiness to change. Additionally, not many KM and LO research studies were conducted in the CLMV countries. Hence, the ministry of public health, LAO PDR. was selected as a case study. The objective of this paper aimed to verify to what extent that knowledge sharing had an effect on organization performance. The concept of knowledge sharing and organization performance has been reviewed. The qualitative and quantitative research technique were applied. The self-administered survey was conducted during January to June 2019, the samples were selected from population of ministry of public health, LAO PDR. by stratified sampling technique. The respond rate was 38.96 percent. Then, the in-dept interview was conducted. The results revealed that knowledge sharing and organization performance were at level 'high' and the knowledge sharing had an effect on organization at 57.7%. Therefore, the management should emphasize more on knowledge sharing at this organization. However, this paper report merely knowledge sharing which other knowledge management processes will be report in an additional paper.
FORMATION OF INFORMATION AND COMMUNICATION COMPETENCE OF HEADS OF THE ACADEMIC GROUPS

Наимов Умедджон Тошмадович
When Are Neural Pruning Approximation Bounds Useful

Approximation bounds for neural network pruning attempt to predict the trade-off between sparsity and fidelity while shrinking neural networks. In the first half of this paper, we empirically evaluate the predictive power of two recently proposed methods based on coreset algorithms. We identify several circumstances in which the bounds are loose or impractical to use and provide a brief analysis of the components of the bounds that contribute to those short-comings. In the second half, we examine the role of fine-tuning in prunability and observe that even tight approximation bounds would be poor predictors of accuracy after fine-tuning. This is because fine-tuning can recover large amounts of accuracy while simultaneously maintaining or increasing approximation error. We discuss the implications of these finding on the application of coreset-based pruning methods in practice and the role of approximation in the pruning community. Our code is available in the attached supplementary material.
Development of a device to move Pan-Tilt-Zoom cameras using hand gestures

Nowadays, many industries are investing a lot of resources in the development of new technologies that interpret hand gestures and use them as a communication interface between the user and the system. However, the surveillance industries have remained on the sidelines of this technological development. Instead, the joystick and the mouse are the most common devices found in control rooms. Using them together with a Video Management System, the operators are able to drive the cameras and navigate between different views. Both devices fulfill their functions successfully but some operators report persistent pain after a demanding work day. Based on the points made above, the purpose of this master thesis is to investigate the possibility of using hand gestures as an interface to control surveillance cameras and design the hand gesture vocabulary to be used. To verify the validity of the idea a prototype will be developed to control Pan-Tilt-Zoom cameras, with special emphasis on having an intuitive and ergonomic design. Throughout the project different solutions to solve the touch-free control of the cameras have been discussed and investigated. The most suitable concept found was to attach infrared sensors to a pyramid shaped case, in such a way that several sensors could be used to create a sensing field. By measuring the exact position of the hand at all times, the gestures made by the user could be interpreted by the system. The infrared sensors have proven to be very good at sensing the distance to soft materials such as hands with an accuracy of one millimeter. The results obtained from the usability test made in this thesis show that the device is intuitive for the users and the potential of the device is also remarked for surveillance applications. In addition, the results show that the readings made by the sensors are very precise and that the interpretation of the achieved data into gestures works satisfyingly. However, even though the given results were mainly positive, it shows that there is still work left to do in order for the device to be competing with the joystick. (Less)
Software Engineering Quality to Enhance the Customer Satisfaction Level of the Organization

Quality is partly about the number defects delivered in a piece of software and partly about how the stakeholders and customers experience the software. Experience is typically measured as customer satisfaction. Customer satisfaction is a measure of how products and services supplied by a company meet or surpass customer expectations. Customer satisfaction is impacted by all three aspects of software quality: functional, structural and process.
S-HTP 검사의 반응 특성 - 한의학적 칠정과 인지과정을 중심으로

Objectives: S-HTP is a projective test of cognitive activity. The purpose of this study was to examine the response characteristics in the S-HTP test as they related to seven emotions and cognitive processes.Methods: 153 students underwent S-HTP testing. 10 students were excluded and a total of 143 students’ data was used for the study. 143 students were classified into four groups by SCAT. A survey was conducted on seven emotions and cognitive processes painting the Whole picture, house, tree, and person, and after receiving IRB review exemption, the chi-square test was conducted to check homogeneity of the groups by gender and age. Finally, frequency analysis by constitution for each item was conducted.Results: The reaction characteristics of S-HTP, focusing on the seven emotions and cognitive processes detailed by Korean Medicine, are as follows: 1. The primary sentiment while drawing during S-HTP was ‘Joy (hui)’ followed by ‘Thought (sah)’. 2. The sentiments while painting during the S-HTP test, and the emotions of looking at the picture after the S-HTP test, increased in ‘Joy (hui)’ and decreased in ‘Thought (sah)’. 3. ‘Thought (Sah)’ was the highest scored process while drawing S-HTP, followed by ‘jee (智)’. However, ‘ryeo (慮)’ was similar to ‘jee (智)’ in an unclassifiable constitution.Conclusions: The primary characteristics of the S-HTP test response are ‘Joy (hui)’ and ‘Thought (sah)’ in emotion, and ‘sah (思)’ and ‘jee (智)’ in cognitive processes. Therefore, it is necessary to verify this during the S-HTP test.
DeepAveragers: Offline Reinforcement Learning By Solving Derived Non-Parametric MDPs

We study an approach to offline reinforcement learning (RL) based on optimally solving finitely-represented MDPs derived from a static dataset of experience. This approach can be applied on top of any learned representation and has the potential to easily support multiple solution objectives as well as zero-shot adjustment to changing environments and goals. Our main contribution is to introduce the Deep Averagers with Costs MDP (DAC-MDP) and to investigate its solutions for offline RL. DAC-MDPs are a non-parametric model that can leverage deep representations and account for limited data by introducing costs for exploiting under-represented parts of the model. In theory, we show conditions that allow for lower-bounding the performance of DAC-MDP solutions. We also investigate the empirical behavior in a number of environments, including those with image-based observations. Overall, the experiments demonstrate that the framework can work in practice and scale to large complex offline RL problems.
Retraction: Block Adjustment of Large-scale Domestic Optical Satellite Remote Sensing Imagery without GCP in Antarctic (IOP Conf. Ser.: Earth Environ. Sci. 428 012082)

This article has been retracted by IOP Publishing. IOP Publishing was notified by the corresponding author that the corresponding author had breached the terms of our Publishing Licence and this article should not have been submitted and published. This is in violation of the IOP Publishing Licence. IOP Publishing therefore retracts this paper based on breach of the terms of the Licence. Retraction published: 23 February 2021
A Study of the Effects of Playful Positive Aging Groups on the Well-Being of Taiwan's Elderly Incorporating Six Bricks and Play Box

This study aims to integrate Six Bricks and Play Box to develop a playful positive aging groupand further explore the effects of research intervention on the well-being of the elderly.The study involved 10 elderly Taiwanese, including 7 women and 3 male elders.The research participants accepted a playfulpositive aging group with a six-week, two-hour weekly and implemented "well-being scale for elders" before and after the group began and ended.The results showed that the mean of the researchparticipants in the pre-test of the "well-being scale for elders" was 3.95, with a standard deviation of 0.33.The post-test mean is 4.31, the standard deviation is 0.45, the difference between the pre-and post-test averages is 0.39, the t-value is -2.75, the p-value is 0.02, and the p<0.05, which is a significant difference.Therefore, the playfulpositive aging group showedan immediate effect on the well-being of the elderly.Based on the results of the study, the paper puts forward some suggestions for the research and practice of positive aging in the future.
Advanced educational technologies on the basis of creative approaches in teaching mathematics

Today, a creative approach to mathematics education provides students with the skills to direct themselves to the profession, to solve problems in their professional activities. In order to become competitive in the technologically advanced labor market in the world, students need to have a thorough knowledge of mathematics. It is known that in mathematics there are more opportunities to develop creativity and creative thinking by solving problems. The use of advanced teaching technologies in mathematics lessons improves the quality of lessons. This article discusses the role of mathematics and its “Person-oriented learning” technology in teaching, mainly, traditional approach to problem solving and creative approaches to problem-solving and logical proof methods are presented.
Using Convolutional Neural Networks to Detect People Around Wells in South Sudan

The organization International Aid Services (IAS) provides people in East Africawith clean water through well drilling. The wells are located in surroundingsfar away for the investors to inspect an ...
Testing a Chatbot

In Chapter 5, you learned how to build a chatbot using Microsoft Bot Framework Composer. In that chapter you learned how to author the various dialogs and actions to build the conversational experience. The next step after building a chatbot is to test the chatbot. This is the topic of this chapter “Testing a Chatbot” with a strong focus on how to test and debug a chatbot on your machine, without the need to publish the bot beforehand.
Library at UCC: Inter-Library Loan: About Inter-Library Loan

Interlibrary Loan is a service that gives you access to resources at other libraries. When you've searched Union County College Libraries catalog and databases and we don't have what you need, our free inter-library borrowing service is your best bet.
Omnichannel for Learning

This book presents how 4.0 technologies enable a highly participatory and dialogic education, where students of different levels have the possibility of learning and training in their discipline while developing soft skills and, at the same time, the teachers can follow the development and evolution of these capacities and the purposes expected in the courses. Given the variety of courses modalities that are currently offered (e-learning, b-learning, m-learning, blended learning, among others), the applications presented in each chapter, as well as the appropriation of technologies for the enrichment of the students' cognitive and social skills, are an opportunity to explore new perspectives and approaches to Education 4.0.
The Use of Constructivism and Its Impact on Students' Language Satisfaction in Language Learning

The main objective of this study is to assess the impact of using constructivism approach to the students’ satisfaction in language learning. This study made use of descriptive-correlational method of research that utilized a standardized questionnaire as primary data gathering tool. The respondents of the study were the 191 first year and second year college students who are enrolled in Purposive Communication and Kontekwalisadong Komunikasyon sa Filipino at La Consolacion University Philippines during the first semester of the school year 2019-2020. The results were analyzed and interpreted using statistical tests such as mean and regression. Using the aforementioned procedures, the findings of the study shown that the use of constructivism approach has no impact on the level of satisfaction in language learning. It is also concluded that the students’ level of satisfaction in language learning is influenced by internal and external elements. A number of implications were drawn based on the findings of the study.
THE EFFECTIVENESS OF USING SELF MONITORING APPROACH TO READING AND THINKING (SMART) STRATEGY IN READING COMPREHENSION OF THE SECOND GRADE STUDENTS OF SMP NEGERI 8 LANGSA

This research was a quasi experimental research which took place in SMP Negeri 8 Langsa with the total number of population was 117 students and 56 of them were the sample from experimental class and controlled class. This research used pretest and posttest to collect the data. It also used some statistical formulas to analyze the data. It was found that there is a difference in the students’ achievement in reading comprehension between students taught Self Monitoring Approach Reading to Thinking (SMART) strategy and those without using Self Monitoring Approach Reading to Thinking (SMART) strategy. The result of the experimental group is 80.96 and the control group is 65.54 Self Monitoring Approach Reading to Thinking (SMART) strategy has many advantages in teaching reading comprehension. It makes the students more interesting and enjoying the lesson because it is supported by situation. Learning using Self Monitoring Approach Reading to Thinking (SMART) strategy that is accompanied as the background can stimulate, refresh, and support learning.
Do we need social sciences and humanities in the 21st century (Optimization of social sciences and humanities in the European and American higher school)

This article explores the level of teaching of social sciences and humanities cycle within the frameworks of Ukrainian educational system, crisis and optimization of curricula as well. Attention is paid to the fact that, the correspondence of modern education system to the task (challenges) of contemporary society can be viewed as a sharp question for consideration that the scientists have been coming across for almost twenty years of the 21st century. It is argued that the impending revolution will affect (if not completely destroy) the political world order, to which humanity must be prepared. Perhaps today, there is a blurred understanding (human being as a social/political subject) of direct correlation of artificial intelligence and genetic engineering. A certain country’s political system or financial-banking system works are not crucial ones. A man is aimed at getting the earned money on time - transfer it from his ATM and spend it as he/ she wishes. He/she needs harmony in everything from family relations to the political climate. The emergence of new socio-political models with new forms of ideologies requires the flexibility towards new realities. It is argued that it is necessary to change educational approaches not only in the sense of its organization but in its content as well. Emphasis is placed on the fact that the old educational model set the primary goal - to provide education, now a different task - people should become independent, creative managers of their future. In this sense, only knowledge of a particular profession is insufficient. Proved to work in a new way in today’s environment, you need to see and understand these new conditions. It is argued that humanitarian knowledge shaping the socio-political culture of the individual, as an integral part of modern state formation, can come to the rescue. It is argued that it is possible to form a political culture, in particular, by studying the disciplines of the social and humanitarian cycle in higher education institutions. We have presented the models of social sciences and humanities teaching in higher educational institutions of the USA, Great Britain, France, Japan and South Korea. Attention is drawn to the content of educational programs in educational institutions in the United States and some European countries, which since 2015 have begun to increase the scope of study of humanities not only in classical universities, but also in technical ones