Reviewerly/exHarmony huggingface dataset:
Sentence Classification and Information Retrieval for Petroleum Engineering

Classifying sentences in industrial, technical or scientific reports can enhance text mining and information retrieval tasks with useful machinereadable metadata. This paper describes a search engine that employs sentence classification so as to search for abstracts from scholarly papers in Petroleum Engineering. The sentences were classified into four classes, based on the popular IMRAD categories. We produced a dataset containing more than 2,200 manually labeled sentences from 278 scholarly articles in the field of Petroleum Engineering in order to be used as training and testing data. The classifier with best results was logistic regression, with an accuracy of 86.4%. The information retrieval system built on top of the classification system yielded a mAP of 0.80.
An Improved Approach for Underwater Image Enhancement Through Color Correction, Contrast Synthesis and Dehazing

This paper proposed an improved approach to enhance the quality of underwater images without the aid of any specialized hardware. The proposed method consists of three steps including color correction, contrast synthesis and dehazing. The color correction removes the color cast problem, contrast synthesis removes under-exposure problem and dehazing removes the fuzz problem. In the proposed method, color correction, contrast synthesis and dehazing are developed based on a statistical method, Retinex-model and utilizing the dark channel prior information respectively. After removing these three difficulties the quality of the enhanced underwater images is compared with the baseline approaches based on the value of chroma, contrast and saturation. The proposed method obtains Underwater Color Image Quality Evaluation (UCIQE)value 0.66574 which is the best among the methods compared.
BREAST CYTOPATHOLOGY REPORTING USING THE NEWLY PROPOSED IAC YOKOHAMA SYSTEM: A SINGLE INSTITUTIONAL RETROSPECTIVE STUDY OF THE APPLICATION OF THE SYSTEM AND UTILITY OF BREAST FNAC.

Breast carcinoma is the second most common cancer in females in developing and developed countries. Recently the International academy of cytology (IAC) proposed a new reporting system for breast ne needle aspiration cytology. We aimed to categorize the breast FNAC samples according to the IACYokohama guidelines and obtain the cyto-histopath correlation. Breast FNAC specimens (n=603) received at our institution from 1st January 2017 to 31st December 2017 were reclassied according to the newly proposed IACYokohama reporting system.Among 603 aspirates, 448 caseswere reported as benign breastlesions. 21 caseswere reported as atypia and 16cases assuspicious and41caseswereofmalignancy.Histopathological conrmationwas obtainedin100cases.Statistical analysiswas done. FNAC is an effective modality for the diagnosis of breast lesions. It is safe, simple and cost effective outpatient procedure with high sensitivity, specicity and accuracy.
A FLEX SENSOR BASED GESTURE CONTROLLED WHEELCHAIR

17Feb 2020 A FLEX SENSOR BASED GESTURE CONTROLLED WHEELCHAIR Narendra Kumar S. , Lingayya Hiremath , Ajeeth Kumar S. and Praveen Kumar Gupta Assistant Professor, Department of Biotechnology, R.V.C.E, Bangalore.
Chaos-Modified Lightweight Present Algorithm for Image Encryption

At the present time, the increase of data transmission over various networks in a wide range, which led to the need for a high level of security. One of the most important methods that have been invented to protect and integrity data is encryption. This paper test the efficiency of an algorithm for image encryption that utilizes a Lightweight present algorithm whit a chaotic logistic map equation. Where we relied on the chaos to produce the keys that were used in the proposed algorithm. Through the results, we observed that the modified algorithm is faster and safer. Also, the correlation neighboring pixels is about 0; no relationship at all between the two image versions. , the proposed algorithm gets better the encryption efficiency compared The original algorithm
Using Deep Learning and Active Learning Methods to Streamline Literature Curation for the ECOTOXicology Knowledgebase

Presentation to the Society of Environmental Toxicology and Chemistry (SETAC) 40th annual meeting in Nov 2019
MUSIC IN MEMORIAM BY MELODISTS FROM KRASNOYARSK REGIONAL PUBLIC ORGANIZATION OF THE RUSSIAN PUBLIC ORGANIZATION “UNION OF COMPOSERS OF RUSSIA”

The article reflects specific of applying of artistic techniques of motion picture art in arranging poetic text in "Cinematograph" (1970), a book of poetry written by Yuri Levitansky (1922Levitansky ( -1996)), Soviet and Russian poet, interpreter, State Prize of the Russian Federation in Literature and Art winner.On the authors' view, poet addresses to expressive means of cinema to line up space-time model and an image structure of the collection of poems, to make visible poet's own intention and to navigate a reader's attention with a set of artistic and technic tools get from a field of film production, such as frame-by-frame cross-cutting, focusing, camera zoom in, table of content as a film's credits, etc. Analysis of metatext of headlines of the book reveals their cycling, that points out on the poet's orientation on "death/resurrection" mythological model.The authors of the article point subject group of the book's headlines and through it analyze images of Ironic Human and Square Human, the key characters of eternal motion picture strip of life.
THE IMPLEMENTATION OF GRAPHIC ORGANIZER STRATEGY IN IMPROVING STUDENTS’ WRITING SKILLS ( A Classroom Action Research at the First Grade of Vocational High School of 2 Cilaku Cianjur)

Writing skills is the ability to create something in a written form. This study was conducted to investigate the implementation of Graphic Organizer strategy to improve students’ writing skills. The subject of this research was the first-grade Graphic Design of Vocational High School of 2 Cilaku Cianjur, which involves 25 students. The implementation of Graphic Organizer strategy is an excellent teaching strategy for teaching students’ writing skill and building their critical thinking and also students’ creativity in writing. This study aims to investigate the process of Graphic Organizer Strategy in improving students’ writing skills, and students’ perception toward implementation Graphic Organizer Strategy. The method that used in this research was Classroom Action Research (CAR) method to identify and solve the problem on the students’ writing skills. The technique for data analyzing will be used cycle design from ( Strickland, 1987) in (Khasinah, 2013). The data were taken from observation, questionnaire, and test. The research was conducted in one class with 25 samples. It was applied in two cycles. Each cycle consists of six steps of action research (identified problem, plan research, collect data, analyze and interpret data, reflection, and share or take action). The research findings show that (1) the process of writing text in writing skill lesson using Graphic Organizer Strategy was interesting for students. (2) the results of the writing project in X Design Graphic class in writing skill using Graphic Organizer Strategy was improving. In the pre-cycle the average of the score was 64 or 20%, then in cycle I students’ score average was 74 or 48%, and for the last cycle, cycle II the average of students’ score was 82 or 76%. In cycle II, all students’ score was above the minimum achievement criteria that were 75. These result showed that students’ scores have achieved the achievement cycle. based on the results, it could be identified that using Graphic Organizer as the strategy in teaching writing could improve students’ writing skill. Key Words: Writing Skills, Graphic Organizer Strategy, Classroom Action Research (CAR)
Improving Clever Chatbot for Web Analytics

This paper portrays the utilization of Chatbots in the field of business. The essential idea is about improved web analytical. It is one of the predefined systems to improve the web examination process. This basic accomplishment is used in business organization, since web examination brings swarm towards the market. A stateless Chatbot approaches every discourse just as it was a partner with another customer. Curiously, a stateful Chatbot can review past associations and edge new responses in the setting. Adding a Chatbot to a company's organization or arrangements division requires low or no coding; today, different Chatbot expert communities that empower architects to manufacture conversational customer interfaces for outcast business applications. Nowadays, Chatbots are comprehensively used basically for a business reason.
ПЛАН S ПРИНЯТЬ НЕЛЬЗЯ ОТКАЗАТЬ

The Plan S initiative is expected to radically change the market of scholarly periodicals, resulting in the abandoning of the subscription model in favour of the open access model. This transition poses new challenges, as well as sets new tasks for researchers, managers, librarians and scientific publishers, particularly in countries with transforming economies. In this study, we set out to estimate approximate costs and future prospects associated with the transition of Belarus and Ukraine towards open access to scientific information on the example of publications by researchers from these two countries in Elsevier journals. To this end, we accessed the Scopus database and selected all papers affiliated with Belarus and Ukraine published by Elsevier journals in 2018. Subsequently, we established which of these articles indicated a corresponding author from Ukraine or Belarus, as well as collected journal titles, correspondence addresses, access types and the APC fee for each article. In addition, funding sources were established for each open access article. This allowed us to determine the total amount of money that Ukraine and Belarus would have needed to pay so that all the articles of their researchers, which were published in Elsevier journals in 2018, were available in an open-access form. The obtained results show that Belarus and Ukraine are currently under-investing in the support of scientific publications and subscription to scientific resources, which is necessary for making a transition to the model of open access to scientific literature. The proposed method for calculating the expenses of publishing papers written by researchers from a given country in open access can be used in the preparation of transformative agreements with developing countries.
STUDENTS’ LEARNING STRATEGIES IN LISTENING CLASS

Most of students think that listening comprehension is not an easy activity to do. The problems because of the students’ levels in English proficiency. The level of students can have significant role when they listen to long parts and keep all information in their mind (Azmi Bingol, Celik, Yidliz, and Tugrul Mart, 2014). So many problems were found when they faced listening class; the study found that the students’ problems were the quality of recorded material and the length and speed in listening. The students’ strategies that the researcher found were storing and memory process and self-evaluating. There are only 4 students, out of 5, who used the listening learning strategies. The students have to interest listening comprehension. The researcher also found that students’ learning strategies can help the students to solve their problems in listening class.
Tourism in Digital Age: An Explanation for the Impacts of Virtual, Augmented and Mixed Reality Technologies on Tourist Experiences

Abstract The purpose of this study is clarifying effects of reality technologies on tourist experiences. For this purpose, tourist experiences and reality technologies are defined firstly. Thereafter, examples are given for the virtual, augmented and mixed reality applications within the tourism sector. In the last section, some evaluations are made for the future tourist experiences. In this study, it is concluded that virtual and augmented reality technologies are mainly used in museum tourism and have a positive effect on visitor experiences. In addition, it’s suggested that future tourist experiences will be more conscious because of raise awareness with diffusion of augmented and virtual reality technologies in all tourism sector.
Scalable Trellis Quantization for JPEG XS

Trellis quantization as structured vector quantizer is able to improve the rate-distortion performance of traditional scalar quantizers. In this work, a trellis quantization option for JPEG XS is considered and analyzed; JPEG XS is a low-complexity, low-latency high-speed "mezzanine'" codec for Video over IP transmission in professional production environments and industrial applications where high compression rates are of lesser importance than visual lossless compression at high speed.
WOMEN’S EMPOWERMENT FOR SUSTAINABLE DEVELOPMENT (IN INDIAN CONTEXT)

Abstract:- The overall development of a country, first of all, depends on maximum utilization of its human resources. It has been recognized that no national development can be achieved without proper conditions for women development. The national development of the country is being hampered, the government and many NGOs have made efforts in order to enable empower women’s participation in the development process and to promote their empowerment. Keywords:- Women empowerment, sustainable development, environment.
An introduction to high-speed structured light 3D imaging using a digital micromirror device (Conference Presentation)

In this presentation, we will provide an introduction on how to create a high speed 3D scanner using a TI based DMD and machine vision cameras in order to create a robust 3D imaging system for different applications. Based on over a decade of experience of building industrial scanners for end user applications, we will focus on common pitfalls and provide a framework on how to evaluate the various types of structured light illumination patterns for measurement applications. The speed and flexibility of pattern projection capability offered by digital light processing technology, enables a huge amount of flexibility and options for tailoring different illumination patterns approaches to real world scenarios. In conjunction with the recent advances in imaging sensor technologies and embedded processing, this enables the rapid development of customized solutions. We discuss the trade-offs of various hardware choices. Several example applications are also discussed.
Mapping of structures of scientific knowledge – a generalization of concept maps tools as algorithmic language

We present a research methodology developed for the theory of scientific knowledgewhich use conceptual mapping (Novak, 1990), cognitive science theory (Izqueirdo, 2003), theory ofdidactic transposition (Chevallard 1982) and algorithmic language. We defend the idea that inparticular cases, as in the study of the theory of scientific knowledge that conceptual mappingshould be done obeying well-defined rules. Due to certain particularities of how Physical theoriesare constructed and expressed in terms of Physical laws we will have to generalize the toolconceptual maps to describe how the Physical theories are elaborated. This generalization will becalled Mapping of Structures of Scientific Knowledge. With theme the part of physics calledblackbody radiation and the theory of Planck's quantization it will be demonstrating the usefulnessand effectiveness of this methodology and this tool.
Cross Language Information Retrieval Using Parallel Corpus with Bilingual Mapping Method

This study presents an approach to generate a bilingual language model that will be used for CLIR task. Language models for Bahasa Indonesia and English are created by utilizing a bilingual parallel corpus, and then the bilingual language model is created by learning the mapping between the Indonesian model and the English model using the Multilayer Perceptron model. Query expansion is also used in this system to boost the results of the retrieval, using pre-Bilingual Mapping, post-Bilingual Mapping and hybrid approaches. The results of the experiments show that the implemented system, with the addition of pre-Bilingual Mapping query expansion, manages to improve the performance of the CLIR task.
Transforming Acquisitions and Collection Services: Perspectives on Collaboration Within and Across Libraries

"Transforming Acquisitions and Collection Services: Perspectives on Collaboration Within and Across Libraries." Technical Services Quarterly, 37(2), pp. 211–212
Basics of R Programming

This unique text provides a thorough, yet accessible, grounding in the mathematics, statistics, and programming that students need to master for coursework and research in climate science, meteorology, and oceanography. Assuming only high school mathematics, it presents carefully selected concepts and techniques in linear algebra, statistics, computing, calculus and differential equations within the context of real climate science examples. Computational techniques are integrated to demonstrate how to visualize, analyze, and apply climate data, with R code featured in the book and both R and Python code available online. Exercises are provided at the end of each chapter with selected solutions available to students to aid self-study and further solutions provided online for instructors only. Additional online supplements to aid classroom teaching include datasets, images, and animations. Guidance is provided on how the book can support a variety of courses at different levels, making it a highly flexible text for undergraduate and graduate students, as well as researchers and professional climate scientists who need to refresh or modernize their quantitative skills.
Improving The Students’ Skills In Writing Descriptive Text Through Picture At Eight Grade Of MTs Hifzhil Qur’an Medan In Academic Year 2018/2019.

This research was aimed to find out the improving students’ writing through picture. The subject of this research was eight grade of MTs Hifzhil Qur’an Medan 2018-2019 academic year. It was consisted of one class and 26 students as respondents. The object of this research was to improve students’ writing descriptive text through picture. The research of this study was conducted by using classroom action research. The data used in this research were quantitative and qualitative data and the instruments of collecting data were used such as: Pre-test and Post-test, interview sheet, observation sheet, and documentation. The quantitative data were taken from the test. The test was given to the students in form of pre-test, post test in the first cycle, and the post-test in the second cycle.The result of the analyzing the data showed that there was an improving on the students’ picture mastery from each cycles. It was showed from the mean of pre-test was 56,6. Where, there were 7 student got successfull score criteria or it was only 26,92 % and 19 student’ got unsuccessful or it was 73,07 %. After doing cycle I by using picture , there was an improving of the result of the students’ mean was 68,1. Where, 13 students got successful criteria score or it was only 50 % and 13 students’ got unsuccessful criteria score or it was 50%. Then doing repairing for second cycle after reflection on the first cycle, there was improving of students‟ mean was 79,5. Where, 20 students’ got successful criteria score or it was 76,92% and 6 students’ got unsuccessful criteria score or it was 23,07%. In other words, it could be concluded that through PICTURE improved the students’ writing descriptive text and their interest in writing descriptive text.
An analysis of research on Korean English learners’ motivation: Focusing on its relationship with English achievement and motivational enhancement

By reviewing previous studies in Korea, this paper analyzes the relationship between English learning motivation and achievement. For this purpose, first, previous research was classified into five categories based on major motivational constructs, which proved to have a significant influence on English proficiency. The five categories include the socio-educational model (Gardner, 1985), the self-determination theory (Ryan & Deci, 2000), the goal-orientation theory (Ames, 1992), the L2 motivational self-system (Dornyei, 2005), and competitive motivation and its relative components. The motivational languaging activities developed by Kim (2019) is also introduced as a practical method of increasing students’ motivational level and their English proficiency. By summarizing the notable findings regarding the effect of motivation on achievement, this review paper provides educational implications and sheds light on the area requiring more academic investigation in the future.
Capability Estimation of Student's Higher Order Thinking in Mathematics by Using Polytomous

One of the alternative approaches in the scoring of items that can be used is the Latent Trait Theory Approach for polytomous scoring with a Generalized Partial Credit Model (GPCM).This study aimed at estimating the test taker's capability to think critically (higher order thinking) in maths in the form of essay questions with items scoring in GPCM by considering the level of difficulty in each of the steps that must be taken to obtain the correct answer.The instrument used in this study was essay question developed.The data analysis used in this study was SPSS version number 22 and Parscale from Ssi. SPSS version number 22 was used to detect the sufficiency requirements of the number of samples used and prerequisite analysis of scoring using the GPCM method.Parscale was used to estimate the capability of respondents.The estimation of capability was presented in Phase 3 on a scale (-4, +4) in which, then, it can be transformed with a linear transformation to the equation x = 12,5θ + 50, x is the estimation of capability in the range of [0,100].The result of capability estimation was in the range of [0,100] so that it was obtained the minimum capability estimation 49.36 and maximum 100.
IMPROVING VOCABULARY MASTERY OF TENTH GRADE STUDENTS THROUGH “BROAD RACES” GAME IN SMK YPKKP CIJERAH BANDUNG

This research is aimed at increasing the mastery of English vocabulary at tenth grade in SMK YPKKP Cijerah Bandung. The technique used is the “Broad Races” game. The data were obtained from tests. The low mastery of English vocabulary at tenth grade SMK YPKPP Cijerah Bandung is caused by two factors : 1) low level of understanding of English vocabulary meaning, and 2) students’ difficulty in pronouncing the words. The method used in this research is classroom action research using two cycles. In each cycle there were five meetings. The total meetings were ten meetings; three meetings were for tests, and seven meetings were for treatments. The test result showed that “Broad Races” game is able to improve students’ vocabulary, and facilitate students in memorizing vocabulary. The students’ mean scores have improved. The mean score of pre-test was 4.8, while the mean score of post-test was 7,6. Before the treatment in cycle 1, 8 of 30 students (26%) got the scores above the passing grade (Kriteria Ketuntasan Minimal-KKM). While after the treatment in cycle 1, 22 out of 30 students (73%) got the above passing grade (Kriteria Ketuntasan Minimal-KKM). Therefore, it can be suggested that “Broad Races” game can be an alternative way to teach English vocabulary. This result hopefully can give contribution to English teachers to use “Broad Races” game in improving students’ English vocabulary mastery. Keywords: Broad Races, CAR, English Vocabulary