Reviewerly/exHarmony huggingface dataset:
Self-Feature Regularization: Self-Feature Distillation Without Teacher Models

Knowledge distillation is the process of transferring the knowledge from alarge model to a small model. In this process, the small model learns thegeneralization ability of the large model and retains the performance close tothat of the large model. Knowledge distillation provides a training means tomigrate the knowledge of models, facilitating model deployment and speeding upinference. However, previous distillation methods require pre-trained teachermodels, which still bring computational and storage overheads. In this paper, anovel general training framework called Self-Feature Regularization~(SFR) isproposed, which uses features in the deep layers to supervise feature learningin the shallow layers, retains more semantic information. Specifically, wefirstly use EMD-l2 loss to match local features and a many-to-one approach todistill features more intensively in the channel dimension. Then dynamic labelsmoothing is used in the output layer to achieve better performance.Experiments further show the effectiveness of our proposed framework.
Spikes-Eye: Stock Market Price Spikes Detection in Philippine Stock Exchange Composite Index (PSEi) Using Deep Learning

The financial sector is the best way of making money because of its stability during some sort of economic turmoil and significant events such as a pandemic. Despite this solidity, values on the share market can not be entirely forecasted; rather, the force of chance plays a significant role in how investors spend their profit. Assessing these uptrend measures will be useful for potential stock market investors' references, as statistical data is being used to assess the likelihood of the direction in which the stock price will move. Using object recognition is a way to accurately recognize these upward movements since the background of the stock market stretches back at least 20 years at most. To assess uptrends, specifically the upward spikes of historical stock market charts of indices on the Philippines stock market, this research focuses on object recognition using transferred learning. Also, this analysis will use only the transferred learning of YoloV3 object recognition and will not recognize any other artifacts in the PSEi other than the upward spikes and clear upward trend price movement. To ensure consistency in the tests, the charts will have to be uniformly configured; the black background, the yellow positive candles, the red negative candles, and the light yellow borders for the wicks and the candles. Overall, in the fundamental principle of evaluating the upward spikes in the Philippines Stock Exchange, the project is reliable. The research will successfully assess the uptrend spikes of the images with an accuracy of 80 percent based on the 30-image test and accuracy of 93.5745 percent to 94.3409 percent based on the design training.
UMC Library: Faculty Publishing: Author's Rights

What you need to know about journal impacts, acceptance rates, peer-review status, and UMC's institutional repository.
Data Anonymization for Service Strategy Development and Information Recommendation to Users Based on TF-IDF Method

This paper proposes a data anonymization method considering service strategies and information recommendations for users. Adopting the TF-IDF method, we attach importance to the personal data attributes required for strategy development and user’s information recommendation in the case of anonymization. As a result, we generate anonymized personal data suitable for the strategy and the recommendation. We examine through simulation that the anonymized data generated by our method leaves information required for the recommendation in more detail.
SPEAKING ABILITY IMPROVEMENT THROUGH CERING IMAGE MEDIA IN GROUP A TK PKK AKE TALAGA IN TIDORE ISLANDS

Speaking is the ability to pronounce articulated sounds or words to express, express, and convey thoughts, ideas, and feelings in Tarigan (1985: 98) results from initial observations with a total of 10 children aged 4 to 5 years, it seems that they are still underdeveloped in speaking this is due to the lack of teachers in implementing learning media, especially serial image media. So the researchers tried to solve it by using serial image media to improve children's ability to speak. With the formulation of the problem, how do you improve the ability to speak through serial media for group A TK PKK Ake Talaga in Tidore Islands?, The research objective was to describe the children speaking through serial pictures. The research is classroom action research (CAR), using qualitative descriptive data analysis techniques and percentages. Data collection techniques used observation and documentation techniques, in the evaluation in cycle I, namely, in speaking well according to the serial image there were 20%, who began to develop while 80% had not yet experienced development in speaking and for indicators of daring to express ideas there were 3 children ( 30%) began to develop while (70%) had not yet developed in cycle II, they had started to show a significant increase, this can be seen in the results of observation and the results of reflection show that they have developed (70%) and have not developed ( 30%). Meanwhile, the indicator for the courage to present ideas has increased (85%) and those that are starting to develop (15%).
LibGuides: Quick Guide to Getting Started in a Remote Environment: Computer Maintenance

Quick overview of some recommended practices for working/studying remotely. How to set-up and office environment, manage interruptions, best browsers, etc.. Simple Ways to keep your computer performing at its optimum.
A Systematic Review of the Bubble Dynamics of Cryptocurrency Prices

This paper surveys the academic literature concerning the formation of pricing bubbles in digital currency markets. Studies indicate that several bubble phases have taken place in Bitcoin prices, mostly during the years 2013 and 2017. Other digital currencies of primary importance, such as Ethereum and Litecoin, also exhibit several bubble phases. The Augmented Dickey Fuller (ADF) as well as the Log-Periodic Power Law (LPPL) methodology are the most frequently employed techniques for bubble detection and measurement. Based on much academic research, Bitcoin appears to have been in a bubble-phase since June 2015, while Ethereum, NEM, Stellar, Ripple, Litecoin and Dash have been denoted as possessing bubble-like characteristics since September 2015. However, this latter group possess little academic evidence supporting the presence of bubbles since early 2018. An overall perspective is provided based on a robust bibliography based on large deviations of market quotes from fundamental values that can serve as a guide to policymakers, academics and investors.
THE EFFECT OF METACOGNITIVE STRATEGY ON STUDENTS’ READING COMPREHENSION AT SMK SWASTA YAPIM MEDAN

AbstractThe research objective was to find out the effect significantly from the implementation of the Metacognitive Strategy on reading comprehension of the students. The researchers formulated the research problem “Does Metacognitive strategy affect the students’ reading comprehension?”. In this research, The students of SMK Swasta Yapim Medan was chosen as the sample in this research.In this research, researchers applied the experimental research. This research was done by applying the experimental group (applying the Metacognitive Strategy) and in the controlled group (without applying the Metacognitive Strategy) by using quantitative approach. The sample used by the researchers in this study was 72 students. 35 students were chosen as the sample in the experimental group. From the data it was known that the total score of the students in the experimental group after conducting the post-test was 2,714. After that the researchers found out that the students’ mean score was 77.54. There were 37 students in controlled group. The total scores after doing the post-test session in the controlled group was 2.526. The mean score of the students was 68.27. The researchers found out the independent sample from the t-test. After that the researchers found out that the t-table was lower than the t-test (t-table = 3.563 &lt; t-test = 7.693). Meanwhile it was found out that the significance (p) was 0.001. The significance showed that 0.001 &lt; 0.005 (p &lt; 0,005). After conducting the research done by the researchers, it was known from the data that H1 can be accepted and H0 is rejected. The research findings were significant because p&lt;0.005. From the data of the result as explained above, the researchers gave a conclusion that after applying the Metacognitive Strategy on the students’ reading comprehension, it had significantly affected the reading comprehension of the students.Key Words: The Effect, The Metacognitive Strategy, The Reading Comprehension
PRINCIPLES AND METHODS OF ASSESSMENT

Assessment- it is any activity oriented to collect information on the success of teaching program in order to improve teaching methods, techniques, program or the whole curriculum. Assessment plays a great role in teaching and learning process, and consists of variety of methods and tools that teachers use to evaluate skill acquisition of students. Assessment results always formulate further actions toward improving and enhancing students’ knowledge. Also, assessment procedure is very useful for teachers to: -modify teaching materials -identify students’ needs -pinpoint students’ strengths and weaknesses
LibGuides: So you want to know more about Serial Killers?: Famous Names

Are you interested in true crime, but don't know where to start? Are you a serial killer aficionado interested in what your library has to offer? You've come to the right place! Dahmer, and Bundy, and BTK, Oh My!
Barnets bästa vid verkställighet - En undersökning av möjligheterna att vägra verkställighet med hänsyn till det enskilda barnets bästa

Questions regarding the execution of decisions concerning custody, residence and the child’s contact with his or her parents are regulated in chapter 21 in the Children and Parents Code (foraldrabalk (1949:381)). A decision to enforce execution can include means of coercion which are meant to incite the enforcement of what has been decided in the best interests of the child. Enforcement can however be requested concerning decisions which are no longer compatible to the child’s opinion or the best interests of the child. When execution is requested, the court therefore has the responsibility to determine whether the execution should be enforced or refused. The aim of this essay is to examine what possibilities the court has to consider the best interests of the child when deciding on execution. The regulation concerning execution and the responsibility of the court to clarify relevant circumstances are examined. A method is used where the law can be determined though relevant sources. The law is analyzed from a theory that explains the difference between determining the best interests of the child with regard to an open assessment, or with regard to a presumption that indicates that a certain relationship is preferable.The examination shows that the substantive right gives the court a limited space to take into account the best interests of the individual child when deciding on execution. The best interests of the child should not be determined on the basis of an overall assessment of the circumstances that are relevant to the unique child. On the contrary, it appears from the legal motives that it is nearly exclusively the risk that the child will be harmed, new circumstances or circumstances that have emerged through new and decisive evidence, that can be given significance in determining the child's best interests. Nonetheless, the regulation does provide support for the child's opinions to be given a decisive importance in enforcement.The examination also shows that the court has a responsibility for the child's interests and that the question of enforcement is sufficiently examined. The court have some possibilities to supplement the investigation which follows from chapter 21 in the Children and Parents Code. However, the court may have an additional need to supplement the investigation. The court's responsibility for the child's interests and need to supplement the investigation should be understood as a support for the court to request information and statements in accordance with the case law.
Notice of Violation of IEEE Publication Principles: Efficient Technique to Accelerate Neural Network Training by Freezing Hidden Layers

Notice of Violation of IEEE Publication Principles <br><br> “Efficient Technique to Accelerate Neural Network Training by Freezing Hidden Layers” <br>by Xu-hui Chen, Haq Ejaz Ui, Chengyu Zhou <br> in the Proceedings of the 18th International Conference on Computer and Information Science (ACIS), December 2019 <br><br> After careful and considered review of the content and authorship of this paper by a duly constituted expert committee, this paper has been found to be in violation of IEEE’s Publication Principles. <br><br> This paper contains substantial amounts of duplicated content from the paper cited below. The original content was copied without attribution (including appropriate references to the original author(s) and/or paper title) and without permission. <br><br> Due to the nature of this violation, reasonable effort should be made to remove all past references to this paper, and future references should be made to the following article: <br><br> “FreezeOut: Accelerate Training by Progressively Freezing Layers” <br>by Andrew Brock, Theodore Lim, J.M.Ritchie, Nick Weston <br> available on Arxiv, https://arxiv.org/abs/1706.04983 Posted June 2017 <br><br> <br/> Deep neural networks have the least parameters in early layers but it take up very complex and long computation. This paper propose a method in which a set number of training run are used to train the hidden layers of neural networks. The hidden layers are freezing out one by one and excluding from backward pass. Several experiments are carried out on CIFER; we practically show that Freeze Out technique gives 3% loss in accuracy for DenseNets while saving of up to 20% wall-clock time during training, with no loss of accuracy for ResNets while speed up to 20% and no improvement for VGG networks.
Sannolik homosexualitet - En kvantitativ analys av migrationsdomstolarnas trovärdighetsbedömningar av sexuell läggning

Credibility assessments pose a substantial challenge for asylum seekers claiming refugee status on the basis of sexual orientation. The purpose of this thesis is to examine the Swedish Migration Court’s requirements for assessing the credibility of asylum seekers’ invoked sexual orientation. First, the criterions for credibility assessments according to the relevant sources of law are identified. Second, the Migration Court’s enforcement of these cri-terions is examined by looking at 58 cases from 2019. The single most im-portant criteria according to the investigation is the level of detail provided by the asylum seeker, and the applicant’s accounts of feelings of shame are especially considered by the Migration Court. The applicant’s cooperation with the agencies from an early stage is also decisive. Late applications and lies about the applicant’s own identity are rarely repaired. Finally, the risk of using standardised phrases which conceal the actual reasons for the assess-ments is discussed. (Less)
Implementation of post-processing for phase-polarization combined modulation QKD system

According to the characteristics of the combined modulation Quantum Key Distribution (QKD) system, a postprocessing method for phase-polarization combined modulation is designed and implemented, which is consist of sifting, parameter estimation, error reconciliation and privacy amplification. In this paper, we focuses on the research of error reconciliation. Firstly, the error reconciliation algorithm is given. On account of it, the hardware implementation scheme is designed and simulated on the Field Programmable Gate Array (FPGA) hardware platform. The error reconciliation algorithm mentioned above is based on Low Density Parity Check Code (LDPC) in IEEE802.16e standard. A fast iteration method is used in encoding scheme, on the basis of the check-matrix with sparsity as well as quasi-dual-diagonal structure, it reduces the quantity of logic resource and complexity of encoding and improves the encoding speed relatively. The encoder is implemented in FPGA with a 576-bit code length and 1/2 code rate. From the two aspects of functional and performance test, the system performance is higher than other implementations.
THE EFFECTIVENESS OF WATTPAD MEDIA ON STUDENTS’ WRITING DESCRIPTIVE TEXT (An Experimental Research at the Tenth Grade of MA Al-Hasyimiyah)

Taufik Hidayatullah. SRN. 152301887. 2019. The Effectiveness of Wattpad Media on Students’ Writing Descriptive Text. (A Quasi Experimental Research at the Tenth Grade of MA Al-Hasyimiyah in Academic Year 2019/2020). Undergraduate Research Paper, Department of English Education, Faculty of Education and Teacher Training, The State Islamic University Sultan Maulana Hasanudin Banten. Adviser: Dra. Hj. Fitri Hilmiyati, M.Ed. and Hj. Eulis Rahmawati, M.Pd. This research is conducted on the research questions: How is the effectiveness of Wattpad Media for students’ ability in writing descriptive text at the Tenth Grade of MA Al-Hasyimyah, Cilegon City in the academic years of 2019/2020 period? The method used in this research is quasi experiment. The research conducted in the Tenth Grade of MA Al-Hasyimiyah as the population and class X A consists of 20 students as experimental class, and X B consists of 20 students as control class are taken as the sample. The result of the research shows that Wattpad Media has significant difference on students’ writing skill. It can be seen from the result that researcher has got the mean of the pre-test 32.2 and post-test score 78.95 from the experimental class and the pre-test score is 31.15 and post-test 52.05 from the control class. The research got t0 (t observation) = 2.56, df (degree of freedom) = 38, ttable 5% = 2.02. It means Ha (alternative hypothesis) of the research is accepted that there is a significant improvement of using Wattpad Media to improve students’ writing skill on descriptive text. Result of the test, it can be concluded that the Wattpad Media has effect to improve students’ writing skill on descriptive text and also has good influence for students’ writing skill.
Implementing Role Play to Improve the English Speaking Skill of the Tenth Year Students of SMK Islam 2 Wlingi

English Language consists of four basic skills, speaking, listening, reading and writing. Speaking skill is still difficult and complicated for the students. Some problems are: (1) The students low motivation (2) Low ability in learning English. This research is designed to improve the students speaking skill in English through Role play technique. The research was conducted by using Classroom Action Research that was done from 3 Oct to 20 Oct of 2016 at SMK Islam 2 Wlingi. The subject of this research was X Teknik Sepeda Motor class of 2016 – 2017 academic year. This class related 18 students. These researches consist of 2 cycles. The cycle 1 related topic Degrees of comparison. The second cycle topic is preference. The finding of preliminary study was that from 18 students and all students got bad score. When the researcher had implemented role-play technique, it can be seen that in the first cycle the speaking skill of 6 students or 33% who had good and 12 students got fair or 67%.  In the next cycle there was any significant improvement in the students’ score that is 14 or 77% students was good and 4 or 23% was poor. The research shows that the implementation of Role- lay technique in the teaching learning of speaking is effective in improving the students speaking skill. Moreover, students were active in the class using Role play technique in terms of sharing ideas. Beside that Role play can build confidence for the students.
CSI Library: Resources for Learning and Teaching Remotely: Textbooks/Reserves

This guide lists a few of the electronic resources that are now available to students and faculty to help with distance learning and teaching for the Spring semester
RANCANG BANGUN APLIKASI MONITORING DASHBOARD PADA PROJECT MANAGEMENT OFFICE DI PT. AERO SISTEM INDONESIA MENGGUNAKAN METODE USER CENTERED DESIGN (UCD)

The purpose of this study is to develop a monitoring application plan that will handle the project data process and be integrated in a timely manner and can support the completeness of project data and documents so that it can meet the performance requirements for improving the performance of the Project Management Office PT team. Aero System Indonesia. The application design concept uses the User Centered Design (UCD) method as a design aid. The research phase is carried out by identifying project problems that become solutions, collecting data needed in designing the system by understanding the procedure of activities. The results of this study are to reduce the failure rate of a project that was initially as much as 10% to be more reduced. And for testing the software using ISO 9126 with 6 aspects of the project monitoring application get 74.2% results (Good).
CONDITIONS OF PROJECT SKILLS TRANSFER FOR MODELS OF PROJECT COMPETENCIES BUILDING IN TEACHERS-TO-BE

O. Kitikar, T. Ilievitch, I. Dercacenco, N. MikhailovaShevchenko Transnistria State University (MOLDOVA)
Pengaruh Media Audio Visual terhadap Kosakata Bahasa Inggris Anak Kelompok A di BA Aisyiyah 8 Grogol Sukoharjo Tahun Ajaran 2018/2019

The purpose of this study was to determine the effect of audio-visual media on the English vocabulary of Group A children in BA Aisyiyah 8 Grogol Sukoharjo Academic Year 2018/2019. This study uses Pre-Experimental (Pre-Experimental Design) that is using One-Group Pretest-Posttest Design. Data collection was carried out using observation, interview and documentation techniques. The subjects of this study were 11 children from group A BA Aisyiyah 8 Grogol Sukoharjo. The final observation results of English vocabulary after the experiment obtained a score of 275 with an average of 25.00, the lowest value of 22, the highest value of 28, and SD = 1.673. Based on these data can be obtained t count -21,926 ≤ -t table -1,812, t arithmetic can be known through the analysis of SPSS 15.0 windows and t table can be known through the table of critical distribution values t with df or db value = 10 and α = 0.05, because the value of t arithmetic -21,926 ≤ -t table -1,812 then Ho is rejected and Ha is accepted. So it can be concluded that audio visual media influences the English vocabulary of group A children in BA Aisyiyah 8 Grogol Sukoharjo in the 2018/2019 school year.
LibGuides: ENGL B1A: From Inquiry to Academic Writing: Finding Websites

This guide was created for Professor Wallace's class researching various topics from the book From Inquiry to Academic Writing.
InfoGuides: Leganto - Course Reserves: Collections

Instruction and guidance for Faculty and Staff for using Leganto in Blackboard to manage their e-reserves
EXPERIENCE OF USING DIGITAL EDUCATION PLATFORMS AT RUSSIAN AND CHINESE UNIVERSITIES IN THE CONTEXT OF COVID-19

EXPERIENCE OF USING DIGITAL EDUCATION PLATFORMS AT RUSSIAN AND CHINESE UNIVERSITIES IN THE CONTEXT OF COVID-19