Reviewerly/exHarmony huggingface dataset:
Adaptive weighted semantic edge detection of cultural relics

Boundary and edge cues are very useful in improving various visual tasks, such as semantic segmentation, object recognition, stereo vision, and object generation. In recent years, the issue of edge detection has been revisited, and deep learning has made significant progress. The traditional edge detection is a challenging two-category problem, and the Multi-category semantic edge detection is a more challenging problem. And we model the edge detection of cultural relics and classify the pixels of cultural relics. To this end, we propose a novel end-to-end deep semantic edge learning architecture based on ResNet. Then, we proposed an adaptive class weighter for this problem to supervise the training. The results show that the proposed architecture is superior to the existing semantic edge detection methods in our own design of cultural relic edge detection performance.
Biblioteche accademiche e open science

The dossier “Innovative Libraries” presents a review of the experiences of libraries that have in common the search for solutions aimed at redefining their role, with particular attention to the social dimension and new paths of access to knowledge. From a library experience conceived as a community hub, we move on to examine a case of involvement of local businesses in a cultural welfare perspective. The case of Turin is original. Here libraries offer to citizens hospitality in their offices to meet with professionals (accountants, notaries, etc.) to obtain advice, while in Rome and Milan there is a growing commitment to the prison population. The case of proximity libraries and condominium libraries is unique, while the promotion of active citizenship and the practice of listening is growing. Innovating also means transferring skills to students that enable them to operate in a Wikimedian environment or use the collections as an opportunity for conversation with the community. Innovation for academic libraries also passes through their ability to present themselves as digital and participatory thanks to the opportunities offered by the Third Mission and the opportunities offered to academic libraries to respond to the strong drives towards open science. Finally in a short article is described the new alliance between a public library and a library for patients of an oncology institute.
Randomized Block-Diagonal Preconditioning for Parallel Learning

We study preconditioned gradient-based optimization methods where the preconditioning matrix has block-diagonal form. Such a structural constraint comes with the advantage that the update computation can be parallelized across multiple independent tasks. Our main contribution is to demonstrate that the convergence of these methods can significantly be improved by a randomization technique which corresponds to repartitioning coordinates across tasks during the optimization procedure. We provide a theoretical analysis that accurately characterizes the expected convergence gains of repartitioning and validate our findings empirically on various traditional machine learning tasks. From an implementation perspective, block separable models are well suited for parallelization and, when shared memory is available, randomization can be implemented on top of existing methods very efficiently to improve convergence.
Discussion on Bilingual Teaching of Digital Signal Processing Course in Major Evaluation—Take Anhui Xinhua University as an Example

In this paper, based on the practice of implementing bilingual teaching in Digital Signal Processing Course of Anhui Xinhua University, the project team systematically studied, analyzed and summarized the necessity and feasibility of bilingual teaching, the formulation of teaching program and the implementation of teaching organization, and the assessment and evaluation of courses. Through the concrete actual effect testing, the result is pretty well, which has the extensibility.
Object control in terms of delay and aftereffect with interval duration

The optimal control problem of a dynamic object functioning under conditions of delay and aftereffect is considered. A method for obtaining the worst values of the delay duration and aftereffect is described. An algorithm for the synthesis of a robust controller that takes into account the worst case of delay is introduced.
A Study on Social Media Marketing

Social Media in many aspects has been changing industry.Since we're in the digital age, internet & social media have a most significant impact on the consumers behavior.We are witnessing a radical transition to digitalization in India.Social networking is a medium that not only links people around the world but serves the best for online marketing as well. The unwavering increase in demand and supply is increasing due to the rapid evolution of technology. Due to evolution of technology, the unremitting increase in supply & demand is growing. With the growth of the internet and an increase in utilization of smartphones, the time has come to change the conventional way of marketing. The no. of social media users in India is more than that of the other countries. Knowledge of customer motivation is critical as it gives consumers an understanding of what drives a brand or store to create content. Numerous methods of targeting customers are introduced. The use of Internet data by ordinary Indians is on the rise, with a lot of reliance on social media apps like Instagram , Facebook, Myspace, Twitter , LinkedIn, and Snapchat. Far more significant is the impact these apps have on daily life. The research can be expanded further to equate the techniques of internet making with those common to different customers.I.
Research on the Control Courses Reform of Automation Specialty under the Background of New Engineering

In-depth analyzing and researching on the construction of new engineering and the new requirements of the development of intelligent industry for the reform and development of automation specialty, aiming at the urgent need of automation specialty for the intelligent reform of control courses, combining intelligent technology with control technology, focusing on teaching concept, curriculum system and experimental practice, the control curriculum with intelligent control system technology is put forward in this paper. These are the core of teaching and reforming of engineering teaching. Explore the teaching reform mode of control courses in local undergraduate colleges and universities facing the needs of traditional specialty development and new engineering specialty construction, so as to deepen the reform of engineering education and promote the construction and development of new engineering.
LibGuides: Library Instruction Support: Home

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Use Of Design Techniques In The Process Of Teaching Russian Language

Introduction to the educational technology of the elements of students' research activity allows the teacher not only and not so much to teach, how to help the student to learn, to direct his cognitive activity. Pedagogy has various methods for the formation of research skills. This is, first of all, the problem learning technologies, the project method, modeling and others. In this work, we will focus on the features of the design method of training. The purpose of the article is to deeply and comprehensively consider the possibilities of applying design methods in the process of teaching the Russian language, to reveal the mechanisms of a reasonable combination of research (independent), educational and practical activities of students with the aim of developing competent writing.
4차 산업혁명 대응을 위한 국방 무기체계 개발 발전방향

Since the announcement of President Klaus Schwab’s fourth industrial revolution at the World Economic Forum in Davos, Switzerland in January 2016, the fourth industrial revolution has emerged as a hot topic in our society. The United States, Japan, China, and Germany, which are major advanced nations, are preparing and implementing a strategy and system for responding to the Fourth Industrial Revolution, focusing on information and communication technology (ICT) and manufacturing convergence in response to the fourth industrial revolution era. Korea is announcing the expansion of financial support for R & D investment budget and related industries for major technology related to revolution. In this paper, we analyze the defense R & D project procedure of the Defense Improvement Project, which is responsible for the development of the defense weapon system, and present the development direction of the defense weapon system in accordance with the 4th world industrial revolution trend.
LibGuides: Search Help: Common Search Problems: I'm finding too much

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Multi-Field Interference Simultaneously Imaging on Single Image for Dynamic Surface Measurement

To obtain the dynamic surface of high-frequency vibrating mirrors (VMs), a novel method involving multi-field interference (MFI) pattern imaging on a single image is proposed in this paper. Using multiple reflections and refractions, the proposed method generates three interference patterns at the same time, which improves the traditional time-series methods where a single interference pattern can be obtained at one time. Experimental results show that a series of MFI patterns can be obtained on a single image, with the laser repetition frequency (LRF) ranging from 200 Hz to 10 Hz, and the frame rate of the camera at 10 Hz. Particularly if the LRF (10 Hz) is equal to the frame rate of image, crosstalk is avoided completely, which is particularly desirable in dynamic surface measurement. In summary, the MFI imaging method provides an effective way for VM dynamic surface measurement.
Resume searching to decide best candidate based on RELIEF method

Nowadays the number of people searching work is increasing and the number of university graduates is also getting larger. Companies searching for a perfect job candidate for a person working in the informatics domain may be lost between different resumes with different formats and big quantity. Selecting the best curriculum vitae (CV) is a considered a big step to help any company decide whether a job seeker is suitable or not. The criteria that should be taken into consideration is divided between a block of private information and another block of professional data. The blocks are based on age, education, participating in real projects, availability of published papers or research activities, possessing modern programming languages and technologies and so on. Selecting the perfect candidate needs an estimation based on a choice function similar to the utility function which weighs the different criteria and helps in evaluating them numerically. But since we may be dealing with some fuzzy or uncertain information we proposed the use of modified Boyer Moore algorithm and RELIEF method to reach the target.
A computational model for speech disorders using problematic phonemes with ontological reasoning

This work presents a method for data gathering to construct a corpus related to speech disorders in children; such corpus will serve as the base to generate some semi-automatic ontologies, in order to become a computational model to support therapists for diagnosis and possible treatment. Speech disorders, phonemes and some additional information are classified using taxonomies obtained from speech disorders specialized literature. Based on the obtained taxonomies, the ontologies, which structure and formalize concepts defined by the main topic authors, are developed. The ontologies are constructed following some parts of classic methodologies and their subsequent validation is made through competency questions. The development of the model is based on Natural Language Processing (NLP) and Information Retrieval (IR) techniques. Integration of the ontologies is made to be able to make a classification based in problematic phonemes; this is suggested as a complement to the diagnostic tool in the model.
The Influence of Collaborative Revision on Developing Corporate Employees’ Business Writing in Blended Learning

The growing interest in classroom peer feedback has provided the academic community with the possibility of developing corporate employees’ writing skills through the interaction of peer feedback. The present study aims to investigate the types and the influence of peer feedback in collaborative revision in blended learning for developing corporate employees'' business writing. As the participants, the four managers of a Korea-based airline company participated in the present case study. During the collaborative revision in blended learning, the participants'' spoken comments for the offline peer feedback and the written comments for the online peer feedback were collected and analyzed. The findings reveal that offline peer feedback helped the participants generate ideas and gather information. Meanwhile, online peer feedback helped them correct their writing appropriately. Conclusively, both offline and online peer feedback in collaborative revision in blended learning appear to have had a positive influence on developing the participants’ business writing. For future research, the investigative interest might need to be drawn to the relationship between the types of peer feedback and the rhetorical function for developing corporate employees'' business writing.
Path and Mechanism and Condition Analysis of the Social Capital Formation in Private Colleges

This paper describes the development of social capital of higher education, combing the background of social capital theory, and combining the characteristics of the private colleges especially independent college internal demand and social capital, this paper discusses the private colleges generated paths and mechanism of social capital, social capital for private colleges implementation, carried on the thorough analysis, put forward the corresponding strategy and the matters needing attention.
WhatsApp Prime: Download v1.2 (Official Latest Version 2020)

Despite the variety of apps to chat and send out files that were launched, as is the case of LINE, Telegram, Facebook Messenger, and similar apps, ...
A Secure Image Steganography Algorithm Based On Least Significant Bit and Integer Wavelet Transform-Review

The rapid development of data communication requires highly secure exchange of information between source and destination. Steganography is a method in which hiding secret data into a cover object in such a way that it is invisible to human eyes. Thus which prevent the detection of hidden messages and access of any secret data? The cover object may be image, text, audio, or video. My paper is based on  a review on secure steganography algorithm that hides a bit stream of the secret text in to the LSBs( least significant bits) of  the approximation coefficients IWT i.e. integer wavelet transform of gray scale images as well as color images ,thus it form stego images. The embedding, extracting process of the proposed steganography algorithms are performed using an easy to use environment called MATLAB. The challenges to steganography are Invisibility, payload capacity, and security in terms of peak signal to noise ratio (PSNR) and robustness. The difference between the cover images and the stego images is measured by using the mean square error (MSE) and the PSNR value. Keywords: Image processing, integer wavelet transform, image steganography
LibGuides: Escape Rooms: What is an escape room?

This LibGuide offers useful background and setup information on using digital escape room games in an educational setting. Click through the tabs as needed.
LibGuides: Library Instruction Support: Canvas Modules

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PENERAPAN MEDIA MOZAIK DENGAN BAHAN ALAM UNTUK MENINGKATKAN MOTIVASI DAN HASIL BELAJAR IPS PADA MATERI JENIS-JENIS PEKERJAAN

This research is motivated by the lack of motivation and student learning outcomes in social studies learning material Types of work in class III SDN Cibubuan 1. This is thought to be caused by social studies conducted less than optimal because the media used by teachers is less effective so students lack enthusiasm in the process learning. This research is a classroom action research method of 11 students in class III, carried out in 2 cycles where each cycle through planning, implementing actions, observations, and reflections with data analysis through observation sheets of learning implementation of student motivation and tests objective abilities of students. After using the mosaic learning media, it is obtained an improvement in the process and student learning outcomes. It can be seen from the motivation of students in the initial data that the criteria are lacking, the first cycle increased to sufficient criteria with a score of 40, and increased again in the second cycle to a good criterion with a score of 50. Student learning outcomes have also increased, it can be seen from the average value of student learning test results before using the mosaic media, which is only 60.90 after using the mosaic media, the average value of students in cycle 1 increased to 71.18, at cycle II the average value of students again increased to 82.72. The number of students who achieved the KKM score also increased, in the initial data the number of students who achieved the KKM value was 36%, in cycle 1 it increased to 54%, and cycle II increased again to 90%. From the above data it can be concluded that the use of mosaic media with natural materials can improve motivation and learning outcomes of social studies material types of work in grade III students of SDN Cibubuan 1
LibGuides: Library Instruction Support: Sample Assignments

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Awareness of librarians on the adoption of library 2.0 applications for service delivery In University Libraries in Kano State

The paper investigated the Awareness of Librarians on the adoption of Library 2.0 applications for Service delivery in University Libraries in Kano State. Data was collected from 132 Librarians working in University universities in Kano state of Nigeria through the use of quantitative survey technique as the methodology of the study. Findings of the paper revealed that there was high level of library 2.0 awareness among the librarians studied. However, all common library 2.0 applications are known by the librarians with facebook being the most known library 2.0 tool, followed by twitter, instant messaging, you tube, blog wikis, RSS feeds, podcast and vodcast, and flickr being the least known. the study also established that, the major source of the librarians’ awareness of individual library 2.0 tools is the immediate friends/ colleagues, followed by Search engines, co-worker and/or professional colleagues, library websites, formal training from library schools, workshops/ conferences and seminar and tutorials being the least in that order.
Innovative Research on the Training Mode of Accounting Professionals Under the Environment of Big Data

In order to make the training mode of accounting professionals more in line with the environment of big data, this paper puts forward an effective and innovative scheme. The scheme uses scientific and efficient big data technology to build big data information platform, which can provide modern and intelligent technical support for the efficient accounting professional training mode. At the same time, by using the methods of literature analysis and comparative study, this paper further discusses the close relationship between the emergence of big data era and the reform of accounting professionals. The research result of this paper is to realize the reform and innovation of the training mode of accounting professionals in colleges and universities based on big data platform, and then solve the main disadvantages of the traditional training mode of accounting professionals in our country, for example, unclear teaching objectives, unscientific curriculum and so on.
Hubungan Motivasi Berprestasi Dengan Hasil belajar Mata Kuliah Askeb V Pada Mahasiswa

Motivation is an energy change in a person that is characterized by the emergence of affective to achieve goals. The research design used was analytic survey with cross sectional approach. The population in this study were all semester VI students, amounting to 113 people with a sample population of 88 respondents. The sampling technique in this study is Stratified proportional random sampling where the number of class A and B samples is taken randomly. From the Chi-square statistical test results at a 95% confidence level with α = 0.05, obtained (α = 0,000). Of the 36 students who had sufficient achievement motivation in the Askeb V course the majority received a B grade of 19 students (21.6%). And of the 42 students who had less achievement motivation in the Askeb V subject, the majority received a C grade of 37 students (42%). There is a relationship of achievement motivation with the learning outcomes of Askeb V subject in semester VI students at the Darmais Padangsidimpuan Midwifery Academy in 2018. It is expected that students will develop motivation in themselves and also the lecturers to make students more enthusiastic and motivated to learn so that they get the learning outcomes maximum as expected.
Perancangan Aplikasi Pengolahan Citra Digital Untuk Menentukan Bibit Unggul Biji Kopi dengan Metode Canny Edge Detection

The image of coffee beans is very important to recognize, with the image of coffee beans will make coffee lovers easier to recognize the coffee beans just by looking at their image without having to locate where the coffee grows. Coffee is a beverage known in Indonesia, the detection of coffee beans is very important because the number of seeds that are similar to coffee beans, so the process of detecting coffee beans is very necessary so that coffee beans can be identified, with the method of cany can detect real coffee beans. The cany method is a method that can detect coffee beans by recognizing the coffee beans.
Authenticated Document Releasing using Privacy Protection

With regards to Information Societies, an enormous measure of data is every day traded or discharged. Among different data discharge cases, clinical record discharge has increased huge consideration for its potential in improving human services administration quality and adequacy. Be that as it may, trustworthiness and starting point verification of discharged clinical reports is the need in consequent applications. Additionally, delicate nature of quite a bit of this data likewise offers ascend to a genuine security danger when clinical archives are wildly made accessible to untrusted outsiders. Redactable marks permit any gathering to erase bits of a confirmed report while ensuring the root and trustworthiness verification of the subsequent (discharged) subdocument. By the by, the greater part of existing redactable mark plans (RSSs) are powerless against unscrupulous redactors or unlawful redaction location. To address the above issues, we propose a scheme having AES algorithm for encryption and a digitised signature for verification. As an extra layer of security there will also be an Admin who will be in the lookout for malicious third party users and can deactivate them. We additionally investigate the exhibition of our developments regarding security, proficiency and usefulness. The examination results show that the presentation of our development has huge favorable circumstances over others, from the parts of security and proficiency.
FIU Libraries: Study Group Guidelines: Research Study Groups

Guidelines for forming and operating study groups for many purposes. Groups that strategize, obtain, and evaluate research for a specified goal or project.