Reviewerly/exHarmony huggingface dataset:
Image Description using Encoder and Decoder LSTM Methods: Some Issues

Description of images has an important role in image mining. The description of images provides an insight into the location, its surroundings and other information related to it. Different procedures of describing the images exist in literature. However, a well trained description of images is still a tedious task to achieve. Several researchers have come up with solutions to this problem using various techniques. Herein, the concept of LSTM is used in generating a trained description of images. The said process is achieved through encoders and decoders. Encoders use techniques of maxpooling and convolution, while the decoders use the concept of recurrent neural networks. The combined architecture of encoders and decoders result in trained classifiers, which enable reliable description of images. The working has been implemented by considering a sample image. It has been found that slight variations with regard to accuracy, naturalness, missing concepts, deficiency of sufficient semantics and incomplete description of image still exist. Hence, it can be inferred that, with reasonable amount of enhancement in the technique and using the techniques of natural language processing, more accuracy in image descriptions could be achieved.
Bocals

Abstract How the choice and material of bocals can help or hinder our musical work and reed making.
Text Dependent Speakers Pattern Classification with Back Propagation Neural Network

Speaker Recognition is the procedure of validating a speaker’s claimed identity using his/her speech characteristics which is unique to each individual. The primary objective of all speech recognition system is a man-machine interface which grants access into the system with the voice characteristics. This will served as a highly secure biometric system where security is the primary concern. The primary aim of this paper is to classify each speaker accurately with MFCC and Back Propagation Neural Network. Scaled conjugate gradient training function is used for back propagation neural network. A small database of 10 people is created from a group of five male and five female uttering the same sentence five times repeatedly. The sentence consists of five different words. The numbers of data set for classification is 22182.The accuracy obtained from the classification is 92.1% with small percentage of 7.9% misclassification which is acceptable good. The tool for simulation is MATLAB.
A Computation Model for Planned and Functional Systems using Enterprise Information Technologies

All the large scale and medium scale companies have the anticipation of obtaining long term benefits perhaps of short term financial losses, probable breakdown as well. For that Enterprise Information Technologies (EIT) put into service by many large scale and medium scale companies in an increasing number in the expectation of achieving long term benefits. EIT is a very costly and risky asset of Information Technology and the assessment is done based on the increase in the production and the reinforcement of corporate restructure through the business integration process. To work out this, we propose Analytical Network Process (ANP) to handle distinguished assessment of associated set of evident, critical and operational attributes. To illustrate the stability and the consequential administrative significance, we perform analyzes and carry out experiments with real-world data.
Design and Implementation of LSB based Minimum Deviation Steganography technique on High Payload Grayscale Images

The paper discusses the design of a new steganographic method for 8-bit grayscale images. Here, the input cover image is decomposed into 2 × 2 blocks of pixels which are non-overlapping in row major order. Each block can embed 7- bits from secret bit-stream. Successive block embedding operation ensures the concealment of the entire hidden information into the carrier image. The proposed method offers a fixed payload of 1.75 bits per pixel (bpp) which is considered to be a high payload in the field of Steganography. The degradation of the stego-image is also not severe in our method and that can be analyzed by observing the Peak Signal to Noise Ratio (PSNR) of greater than 30 dB. In the reverse way, the receiver decomposes the cover image into 2 × 2 non-overlapping blocks of pixels in row major order. Successive extraction of 7- secret bits from each block ensures the re-generation of the secret information. Simulation results ensure that the proposed method is superior than other schemes in terms of qualitative clarity of the Stego-image.
UNNES Physics International Symposium 2018 (UPIS2018)

The UNNES Physics International Symposium, UPIS 2018 was held in Semarang, Central Java, Indonesia on 3 May 2018 in Conjunction with 32nd National Seminar on Physics - Physical Society of Indonesia (PSI). In the symposium, the researchers from various area in Physics and Physics Educations presented their new findings from their latest works. The event was join-organized by Physics Department, Faculty of Mathematics and Natural Sciences, Universitas Negeri Semarang, Indonesia with Physical Society of Indonesia (PSI).
A provably secure lightweight certificateless aggregate signature scheme for healthcare wireless sensor network

In healthcare wireless sensor networks (HWSNs), a patient's body usually contains several wearable or implantable wireless sensors which generate and transmit physiological data to a medical server (MS) where authorised medical professionals can access relevant medical data for efficient patient's diagnosis and treatments. To achieve data integrity and authenticity, aggregate signature is generally used. Several certificateless aggregate signature (CL-AS) schemes have been proposed to address the problems in the traditional public key cryptography. However, the performances of the existing CL-AS schemes are sometimes unsatisfactory. In this work, we propose a novel pairing-free certificateless aggregate signature scheme with strong anonymity for HWSN. We show that the scheme is provably secure against Type I and Type II adversaries in the random oracle model based on the elliptic curve discrete logarithm problem (ECDLP) assumption. The performance analysis and comparison show that the scheme is very efficient in terms of computation and communication overhead.
Lowering Emission using Single Venturi Vacuum in the Wet Scrubber System

Burning plastic waste using an incinerator will produce emissions of gas that will damage the environment if released casually. This research was conducted to analyze the effect of air flow, water discharge and thickness of the packing media on the efficiency of the wet scrubber in removing emissions from the combustion of plastic waste. There are 3 variable variations, air flow velocity, water flow velocity, and thickness of media with thickness of 5 cm, 10 cm and 15 cm. The parameters to be investigated are the SO2, NO and CO content and temperature at the wet scrubber. The results obtained from the experiments carried out were SO2 efficiency values of 46.80%, CO of 26.70% and NO of 23.68%. SO₂ values tend to have high efficiency values because SO₂ solubility in water is high. In accordance with the effect test with the help of IBM SPSS, water flow and venturi flow greatly influence the removal of NO, CO and SO₂ gases. However, the thickness of the media only affects the removal of CO and SO₂ gases
Secure Coding Guidelines

Vulnerabilities in software applications often result in high costs. Some organizations pay more than $500,000 per security incident. To eliminate vulnerabilities from software applications, developers should focus on secure coding and thus avoid deploying any vulnerabilities in the production phase.
Enabling Online Dynamic Remedial Action Schemes by Reducing the Corrective Control Search Space.

to effectively keep the project on track while reducing the costs associated with data requests, data duplication, document review and retrieval, software requirements, and lapses in communication or data transfer. (authors)
Development of Value Creation in Website Leson.id an Education Technology Platform (Edtech) in Order to Increase Usage

In Indonesia, there are currently a variety of online learning platforms, namely called Education Technology (Edtech) which have various of different value creations in each one of them, value creation is a manufacturing of products or services that will eventually meet customers demand. Leson.id is one of Edtech’s learning platforms with a vision of helping Indonesian students carry out an online learning practices by giving a various forms of examinations, quizzes and learning materials. However, in a very competitive situation, Leson.id is in need to increase their value creation to the users, to differentiated from the other Edtech’s competitor. This study aims to improve Leson.id value creation from before to be a better version of Leson.id in the future. The value creation are analyzed based on the research that we conduct. We have a total of 120 students who have been interviewed and filled in the survey for the use of Leson.id existing value creation. Based on the result of the survey, we will be analyzing which value in Leson.id that can be improved. Currently there are four value creation aspects that will be used as a methodology to analyzed the value creation of Leson.id learning platforms. Based on Amit and Zott model there are many aspects of value creation, namely efficiency, novelty, Lock in, and complementary aspects. The development of Leson.id latest value creation by is expected to increase the number of users of the Leson.id website, thus it could also improve the competition between other Edtech industries in Indonesia.
Pengaruh Teacher Feedback terhadap Kemampaun Murid dalam Pembelajaran Writing

Abstract The research aimed to describe the phenomena of feedback given by the teacher in learning writing. In addition, this study was also described how the response given by the student when receiving feedback from the teacher. The long term goal to be achieved was the improvement of the teaching system so that every educational institution had aimed at teaching concepts to form an intelligent generation. This study was a descriptive qualitative research to be carried out in SMA Muhammadiyah 1 Unismuh Makassar which one of top schools Muhammadiyah. The ability of students in the school had been considered good in communication, but their ability to write was still lacking , especially in terms of grammatical . Therefore, the researcher was described the feedback given by the subject teachers of English subjects at the time of writing , especially when students learned making mistakes in the process of teaching and learning in the classroom . The extent, the teacher can give feedback to the students. The research was described the positive feedback and negative feedback given by the teacher so that it can be information and feedback in the learning process.Giving feedback subject teachers more English language based situation in the classroom. In writing instructional materials for example, most teachers use an explicit correction and metalinguistic feedback. This is because students are using written language than spoken language. Almost kinds of feedback used in teaching but not as often as with the two types of feedback. The students have different conditions, but most were more likely to agree given feedback after speaking or after making a mistake. The most powerful reason is the lack of experience of students in learning English so want to get direct feedback.Key words: Teacher Feedback, murid, Writing
“Smart”, Bayesian Information for Moore’s Law

Unified semantic technology have led to many appropriate advances, including the Turing machine and virtuamachines. After years ofprivate research into telephony, we disprove the refinement of vacuum tubes, which embodies the appropriate principles of steganography. We concentrate our efforts on confirming that forward-error correction and cache coherence can collude to achieve this objective [1].
Making the Web 2.0 Faster for Next Generation

Undeniably the most favored web scripting language is PHP. Almost 80% of the internet’s server-side web applications are written in PHP which includes big giants like WordPress, Wikipedia, and Facebook. In present-day, at an accelerating pace, the quantity of digital content is burgeoning. A heterogeneous set of users' devices is being amassed by these contents and administering these contents manually is an infeasible solution engendering an increasing set of problems. A solution to this problem would be to switch to a web programming language, which can be compiled. We are describing an easy to deploy and a continuous conversion mechanism for converting existing Web 2.0 PHP application systems into Facebook’s HHVM supported Hack server-side application systems. We are trying to use the power of Hack language and amplify the performance of existing PHP server-side applications. Instead of interpreting all of your code Hack translates it to assembly and runs that instead, which can lead to an immense amount of increase in performance. We are using Hacktificator, a tool developed by Facebook Developers and our demo web application running on HHVM to test and convert user’s existing PHP codebase to Hack language. With this proposed methodology we do not have to make any change to existing codebase manually or hire new engineers for the conversion, nor do we have to take down our live systems. Conversion can be done on the fly and will result in approximately 2x to 20x better performance. The availability of this tool can save costs for manual conversion, save time as well as improve the user experience of websites with better performance.
Analysis of the accumulation and distribution of heavy metals in the soil cover of Samara and Syzran

The paper presents the results of a statistical analysis of the data on the accumulation and distribution of a number of heavy metals (Cr, Ni, Cu, Pb, Cd, Zn) in the soils of the cities of Samara and Syzran in the Samara Region, carried out using the Spearmans rank correlation coefficient, the Kruskal-Wallis one-way analysis of variance and principal component analysis. The authors show that the soils of Samara are more susceptible to the accumulation of Cr, Ni, Cu and Cd than the soils of Syzran. Higher gross concentrations of metals are observed in the functional zones of the cities characterized by increased technogenic load near industrial enterprises and along railways. The fixation of metals in the upper humus horizon is facilitated by the organic matter of the soil. The exception is Pb, whose total concentration does not depend on the type of functional zone and the content of organic carbon. The Kruskal-Wallis one-way analysis of variance made it possible to establish the presence of a statistically significant relationship between the mechanical composition of the soil and the gross concentrations of Cr and Ni, the content of which increases in soils of heavier texture. According to the principal component analysis, natural and technogenic sources of metals have a decisive influence on the content and distribution of heavy metals in the soil cover of the cities; soil characteristics (mechanical composition, actual acidity of the soil solution, organic carbon content) and the intensity of exposure to sources of heavy metals play a less significant role.
Anatomical Sciences Education Vol. 13, Issue 4, 2020 Cover Image

Anatomical Sciences EducationVolume 13, Issue 4 p. C1-C1 Cover ImageFree Access Anatomical Sciences Education Vol. 13, Issue 4, 2020 Cover Image First published: 22 June 2020 https://doi.org/10.1002/ase.1990AboutPDF ToolsRequest permissionExport citationAdd to favoritesTrack citation ShareShare Give accessShare full text accessShare full-text accessPlease review our Terms and Conditions of Use and check box below to share full-text version of article.I have read and accept the Wiley Online Library Terms and Conditions of UseShareable LinkUse the link below to share a full-text version of this article with your friends and colleagues. Learn more.Copy URL Share a linkShare onEmailFacebookTwitterLinked InRedditWechat No abstract is available for this article. Volume13, Issue4July/August 2020Pages C1-C1 RelatedInformation
Supplemental Material: Curation and analysis of global sedimentary geochemical data to inform Earth history

(i) table of valid lithologies; (ii) map depicting sample locations; (iii) crossplot illustrating analytical uncertainty; (iv) flowchart of the proposed workflow; (v) histograms showing the effects of progressive filtering, the distribution of spatial and age scales, and proximity and probability values; and (vi) results of parameters sensitivity tests.
Saving Data Journalism

Important works of data journalism are disappearing from the web because they are too technologically complex to be captured or archived by libraries or web archiving technologies. Research based on journalism depends on the existence of news archives. For the benefit of future scholars, it is imperative that libraries and newsrooms solve this problem. This research contends that dynamic web archiving of data journalism will reguire a new, emulation-based approach to capturing these works. This new approach in turn necessitates new web archiving tools and workflows to enable collaborative collection of the projects, because unlike in print-based archiving, the process will depend on detailed technical information sharing among stakeholders. Toward this end, this article summarizes the results of a questionnaire that described the most common frameworks, database technologies, and programming languages used to build 76 complex works of data journalism published between 2008 and 2017, as well the ways these works are being maintained and stored. This information can inform the development of emulation-based archiving tools to capture and preserve these stories using methods that would fit within the workflow of news organizations. This research is a first step toward devising an automated solution for long-term preservation of data journalism projects.
FEATURES OF APPLICATION OF E-LEARNING COURSE IN THE STUDY OF CHEMICAL DISCIPLINES

The paper presents the methodology of developing a distance learning course in organic chemistry for students majoring in “Biotechnology and Bioengineering” in the Moodle shell. An e-learning course is offered to organize distance learning for students. Based on the use of Moodle modules, there is a system of learning and control over it, which is focused on the organization of interaction between teacher and students and can be effectively used for the organization of blended learning and distance learning. With the help of such a system the student can remotely, get acquainted with the study material, perform tasks and send the results of their performance for verification, pass electronic testing in the mode of self-control and control. In the period of growing relevance of distance learning, the use of such elements as video and audio clips, animations, illustrated graphics and diagrams, interactive educational games, links to Internet resources, simulations and various tools for communication, collaboration and messaging are appropriate. It includes a course business card, general information, 3 content modules and a control unit. The course contains different types of elements: lectures, presentations, glossary, news forum, tests, tasks. The task of the course is to organize distance and independent work of students and perform tests. Laboratory works are presented using video materials. The developed electronic course in the discipline is constantly evolving and focused on the needs of students with the ability to modify the presentation of the material. The course in organic chemistry for distance learning activates the independent work of students. The use of e-course in the educational process allows you to write and test in a remote format.
9. National and international responses to computer-related crime

Computer related crime features increasingly prominently in criminal statistics. As we move towards a cashless society where money is represented by data held on a computer system, so the range and scale of conduct is assuming almost epidemic proportions. Significant issues arise whether and where particular forms of conduct constitute criminal offences. These decisions have historically been a matter for national authorities. As with many issues covered in this book, the emergence of the Internet has brought about significant changes as it has become increasingly apparent that national legislation can be of limited effectiveness. Although cross-border conduct has occurred for very many years and the doctrine of extradition is a well-established one, such actions were the exception to a norm in which all aspects of conduct occurred in a single jurisdiction. The United Kingdom’s legislative history in the field of computer related crime date to the Computer Misuse Act of 1990. In many respects, this legislation restated the position that had been reached under common law where a number of cases had determined that computer related conduct could be prosecuted under existing provisions of the criminal law. In 2001 the Council of Europe Cybercrime Convention was opened for signature and remains the most significant international instrument in the field, having been ratified by almost all European States and a number, including the United States, of non-European jurisdictions. As well as making provision for harmonising substantive criminal offences, there have been moves to enhance cooperation between law enforcement agencies at a procedural level.
Cloud SQL

Cloud SQL is Google’s relational database. It’s a cloud hosted MySQL or PostgreSQL database.
The Analysis of Dokdo Education of Elementary School according to 2015 National Curriculum

This paper aims to analyze the ‘Dokdo Education Special Unit’. It used the ‘elementary school-level content elements of the 2014 Dokdo Education Content System’ as a criterion for judging. First, this paper compared the 'Educational Goals of Elementary School Dokdo' in the ‘2014 Dokdo Education Content System’ and the 'Achievement Standards' of the ‘Dokdo Education Special Unit’. As a result, all of them emphasized 'understanding the geographical and historical characteristics of Dokdo' and aimed to cultivate 'will to protect Dokdo' and 'consciousness of territorial sovereignty'. Also, ‘Dokdo Education Special Unit’ was the same as the order in which content elements were presented in the ‘2014 Dokdo Education Content System’. Finally, the textbook of ‘Dokdo Education Special Unit’ was reviewed. We could confirm that the content elements of ｢2014 Dokdo Education Content System｣ were presented by combining various methods such as texts, images, and experiential activities. Second, this paper examines the reflection ratio of the ‘the textbook of Dokdo Education Special Unit’ to ‘elementary school-level content elements of the 2014 Dokdo Education Content System’. Only 70% of the ‘Elements of Elementary School-Level Contents of the 2014 Dokdo Education Content System’ were reflected in the textbook of ‘the Dokdo Education Special Unit’. To solve this problem, another <Dokdo Education Special Unit> should be prepared among the ‘1st to 3rd grade curriculum’ to teach the remaining 30%. Next, the 'content elements for each school level of the '2014 Dokdo Education Content System' in the textbook of 'Dokdo Education Special Unit' was reviewed. As a result, elementary school-level content elements were about 76%, 1and the remaining about 24% exceeded elementary-level content elements.