Reviewerly/exHarmony huggingface dataset:
Memory Based Attentive Fusion.

The use of multi-modal data for deep machine learning has shown promise when compared to uni-modal approaches, where fusion of multi-modal features has resulted in improved performance. However, most state-of-the-art methods use naive fusion which processes feature streams from a given time-step and ignores long-term dependencies within the data during fusion. In this paper, we present a novel Memory Based Attentive Fusion (MBAF) layer, which fuses modes by incorporating both the current features and long-term dependencies in the data, thus allowing the model to understand the relative importance of modes over time. We define an explicit memory block within the fusion layer which stores features containing long-term dependencies of the fused data. The inputs to our layer are fused through attentive composition and transformation, and the transformed features are combined with the input to generate the fused layer output. Following existing state-of-the-art methods, we have evaluated the performance and the generalizability of the proposed approach on the IEMOCAP and PhysioNet-CMEBS datasets with different modalities. In our experiments, we replace the naive fusion layer in benchmark networks with our proposed layer to enable a fair comparison. Experimental results indicate that MBAF layer can generalise across different modalities and networks to enhance the fusion and improve performance.
ATTACKS IN BLOCK CHAIN WITH VULNERABILITIES DDOS AND SDN (SOFTWAREDEFINED NETWORK)

AbstractBlockchain, sometimes referred to as Distributed Ledger Technology (DLT), makes the history of any digitalasset unalterable and transparent using decentralization and cryptographic hashing. A simple analogy forunderstanding blockchain technology is a Google Doc. When we create a document and share it with a groupof people, the document is distributed instead of copied or transferred. This creates adecentralizeddistributionchainthatgiveseveryoneaccesstothedocumentatthesametime.Nooneislocked outawaiting changes from another party, while all modifications to the doc are being recorded in real-time,making changes completely transparent. Blockchains are decentralized in nature meaning that no single personor group holds the authority of the overall network. DoS attacks referring to distributed denial of service.These attacks are very destructive in nature. In this, the hackers use many algorithms to send the request andincrease the traffic on the site till the point it is not able to receive further requests and the sitecrashes.TheDDoSattackisanalogoustoagroupofpeoplecrowdingtheentrydoorofashop,makingithardforlegitimatecustomerstoenter,thusdisruptingtrade.Theincomingtrafficoriginatesfromdifferentsources so that itmakes it challenging for the management to stop the request by simply blocking the IP address of asingleperson.
APPLICATION OF CONTEXTUAL LEARNING APPROACH TO IMPROVE INTEREST AND LEARNING RESULTS IN GROUP A IN TK OF COUNTRY OF COUNTRY LIMBOTO

This study aims to analyze learners' interest in learning by using a contextual learning approach to increase learning interest so that learning outcomes are good in understanding the lessons given by teachers in TK Pembina Limboto, Gorontalo District. The method used is through observation and action cycles so that researchers are described in the form of research. The results showed that the application of the contextual learning approach could increase children's interest and learning outcomes in group A TK Pembina Limboto. In the implementation of the cycle action it can be stated that there is an increase in interest in learning from students with a contextual learning approach.
Multipurpose IoT network watchdog device with capability of add on sensors for multi instrument field stations.

&amp;lt;p&amp;gt;Several stations (seismological, geodetical, etc.) suffer from communications problems, such problems create data gaps in real-time data transmission, also excess humidity and temperatures further than manufacturer limits, usually make components and circuitry, of expensive instruments, failure, and results to unaffordable service or unrepairable damage.&amp;lt;/p&amp;gt;&amp;lt;p&amp;gt;We create a low-cost opensource device that will raise the reliability of the stations and secure the instruments from severe damage, such a device installed as prototype at UOA (University of Athens) seismological station KARY (Karistos Greece) for a year and the reliability of the station raised tremendously, since then the device upgraded to provide wireless connection and IoT GUI (mobile app). A local server was built to serve all the devices uninterrupted and provide a secured network.&amp;lt;/p&amp;gt;&amp;lt;p&amp;gt;The software is fully customizable and multiple inputs can provide addon sensors capability, for example, gas sensor, humidity sensor, etc., all the data are collected to a remote database for real-time visualization and archiving for further analysis.&amp;lt;/p&amp;gt;&amp;lt;p&amp;gt;The shell which covers the circuitry is 3D-printed with a high temperature and humidity-resistant material and it&amp;amp;#8217;s also fully customizable by the user.&amp;amp;#160;&amp;lt;/p&amp;gt;
Evaluating five features descriptors in classification of mammography images by artificial neural network

Purpose: Comparison of five features descriptors in terms of representation of tissues in mammographies. Method: Images had features extracted for producing five features datasets used for training an Artificial Neural Network (ANN), all the feature descriptors were submitted to the very same ANN configuration. The interest is to rank the features descriptor according to ANN’s performance in classification of tissues. Results: The best descriptor is Pyramid of Histogram of visual Words (PHOW), the second group composed by Pyramid of Histogram of Colors (PHOC), Pyramid of Wavelets (PWAV) and Pyramid of Histograms of Gradients (PHOG), at third place there is Pyramid of Gabor (PGABOR).  Conclusion: PHOW presents the best performance. Nevertheless, an application of PHOW in Computer Aided Diagnosis would need be funded in a very representative “visual vocabulary”, based on a very large mammography database. Although PHOC presents a very simple approach, surprisingly, it takes the second-best performance.
The types of English instructional media used by the English teachers at SMAN 7 Banjarmasin

Nella Vicca Aprillianita, 2019. The types of English instructional media used by the English teachers at SMAN 7 Banjarmasin: Advisor (I) Rusnadi, S.Pd.I , MPd.I , MA. (II) Hidayah Nor, M.PdKeyword: Media types, Instructional media, English teacherThis research was a field research and using qualitative research approach,while the method was descriptive method. To collect the data the researcher used observation and interview. This research was aimed to know the types of English instructional media used and also the way how those media used by the English teachers at SMAN 7 Banjarmasin in teaching English. The subjects of this study were three English teachers who taught at SMAN 7 Banjarmasin. The data were collected through observation and interview. Observation was conducted five times with the same objective that is to find out what media used by the teachers in teaching English by Interview and observation. After that, according to the result of the interview and observation. It was found that there are several media that usually used by English teachers in teaching English to the student such as (a) Powerpoint slides, (b) internet, (c) audio speaker The teachers have their own reason in using those media. The reasons of using LCD projector are; (a) Help the teachers to show some contents in easy way, (b) Can covered another media, and (c) the teacher believe that it can increase students interest effectively. And the internet already one of the instructional media that most often used by teachers because (a) To find lowcost or free materials (b) To connect the classroom to the larger world and the used of audio speaker was (a) bring real situation of English conversation.
LibGuides: Multimedia Instructional Design: Specialized Databases

This guide is for the NCU certificate Multimedia Instructional Design. It contains resources available in the NCU Library.
LibGuides: Multimedia Instructional Design: Ask Us!

This guide is for the NCU certificate Multimedia Instructional Design. It contains resources available in the NCU Library.
INSIDE-OUTSIDE CIRCLE TECHNIQUE: IS IT EFFECTIVE TO TEACH SPEAKING?

There are many kinds of teaching techniques developed these days but it needs to know whether or not it is applicable to be used to teach in certain education atmosphere especially in vocational high school (SMK). Moreover, most of the English materials taught in SMK tend to practical term in accordance with the competencies they have. The researcher found that  the  students  in  SMK  Ma’arif  4  Kebumen  got  problem  in  speaking,  especially  in arranging  words  to  be  spoken.  In  this  case,  he  wants  to  apply  Inside-Outside  Circle Technique to help the students overcome their problem. Furthermore, statistically he also wants to know whether the use of IOC Technique effective or not to teach speaking. By applying pre-test post-test quasi experimental design and employing X TKRO B as experimental group and X TKRO A as control group, the researcher did a series of research from pre-test, giving them a number of treatment, and post-test. By using oral test as its instrument, the researcher got the data and from the data, it is known that the mean score of experimental group is better than control group (83.25 > 76.75). Furthermore, after having statistical  computation,  it  is  known  that  z  value is  higher  than  z  table (2.645  >  1.96). Therefore, it can be concluded that the use of Inside Outside Circle in teaching speaking skill at the tenth grade students of SMK Ma’arif 4 Kebumen is effective. K e ywords : I nside-Outside Circle, teaching technique, speaking skill
LibGuides: Multimedia Instructional Design: Background Information

This guide is for the NCU certificate Multimedia Instructional Design. It contains resources available in the NCU Library.
Aplikasi Virtual Classroom sebagai Media Pembelajaran Berbasis Android Pada DIII Kebidanan Daerah Urban Dan Sub Urban

Objective : This study studies the learning of using virtual classroom applications as an Android-based learning media for midwifery urban and sub-urban DIII students Method : The research design uses quasi-experimental design (Quasi experiment) with a randomized pretest-posttest with control group design approach. This research was conducted at STIKES Nani Hasanuddin Makassar and at the Salewangan Maros Midwifery Academy in December to January 2019. The number of samples in STIKES Nani Hasanuddin were 32 people consisting of 15 people in the control group and 17 people in the intervention group while in the Salewangan Midwifery Academy as many as 23 people consisting of 12 people in the control group and 11 people in the intervention group. The control group in this study is a group that carries out conventional teaching and learning processes. The groups that will be intervened use a virtual classroom application in the learning process and then an assessment of disciplinary behavior and independence is carried out by observing attendance and independent assignments. Results : The results of the study with the chi-square test showed a comparison of behavioral indicators of the Sig value discipline. or P Value of 0.496> 0.05, there is no significant difference between the discipline behavior of the urban and sub-urban control groups. And the Sig. or P Value of 0.496> 0.05 then there is no significant difference between the independence of the control group in urban and sub-urban areas. From the results of comparison of indicators of discipline behavior of DIII Midwifery students in urban and sub-urban areas, it was found that the Sig. or P Value of 0.203> 0.05 then there is no significant difference in discipline behavior between the intervention groups in urban and sub-urban areas. And the Sig. or P Value of 0.823> 0.05, there is no significant difference in independence between the intervention groups in urban and sub-urban areas. Conclusion : There was no significant difference in independence between the intervention groups in urban and sub-urban areas
LibGuides: Using Electronic Resources at the Salmon Library: Troubleshooting Errors

A general overview of using our electronic articles and databases at the Salmon Library, including using our proxy server, our OpenURL, and fixing issues with troubleshooting tips. This is a general look at common errors and glitches that might occur.
Sonatine for String Quartet

Author(s): Fingerhut, Larrance | Abstract: This music score was submitted for the Kaleidoscope 2020 Call for Scores, an open access collaboration with the UCLA Music Library.
The Meaning of ‘Narou Style’ Web Novel in Japanese Culture

본 논문은 2000년대 이후 급성장한 일본 웹 소설 문화를 상징하는 ‘나로우계(なろう系)’ 웹 소설의 특징을 살펴보고, 이를 통해 2000년대 이후 일본 대중문화의 특징과 그것을 소비하는 일본 청년세대의 심상에 대해 알아보고자 한다. ‘나로우계’ 웹 소설이란, 2000년대 이후 인터넷 소설 투고 사이트 ‘소설가가 되자(小&#35500;家になろう)’를 필두로 빠르게 성장한 투고 방식에서 살아남은 작품, 즉 웹 소설 플랫폼에 소설을 연재하고 그 중 성공한 작품에 대한 별칭이다. 나로우계 웹 소설은 특정 장르에 대한 작가의 취향과 독자반응을 고려한 성공요소의 반영 등으로 인해 기존 대중소설과 다른 공통적 특징을 가진다. 대표적으로 소설의 시작을 보면, 주인공이 불의의 사고로 인해 현생을 마감하는 것으로 시작하는데, 여기서 ‘전생’과 ‘전이’를 통해 ‘이세계(異世界)’로 이동하여 전혀 다른 시공간에서 별개의 인생을 살거나 현생을 다시 사는 재생을 경험하게 된다. 심지어 기존 영웅 서사와는 대비되는 악역이 되거나, 조역 혹은 단역을 맡아 소설의 주요 서사에서 벗어나 한가한 삶을 영위하기도 한다. 여기서 실패한 인생을 다시 산다거나, 현생의 기억을 가진 채 다른 인생을 산다는 것 자체가 애초에 일종의 ‘치트키(cheat key)’를 가진 만큼, ‘이세계’의 삶은 현생보다 수월하거나 평화롭다. 이런 공통점은 90년대 일본 대중문화의 지배적인 특징이었던 ‘세카이계(セカイ系)’의 특징을 수용하면서도, 2000년대 이후 등장한 ‘결단주의’와 대비되는 현실 부정의 이야기 구조와 연결된다. 여기에는 현실의 경제적 어려움, 이지메, 사회적 소통 장애 등 현실세계의 어려움을 벗어나고자 하는 욕망이 투사되어 있으며, 사회 혹은 세계에서 중요한 역할을 하는 대신 소박하지만 자족하는 삶을 영위하고자 하는 일본 청년세대의 실상을 반영한다.This paper examines the characteristics of the ‘Narou Style’ web novel, which symbolizes the culture of Japanese web novel that has grown rapidly since the 2000s. Through this, I would like to examine the characteristics of Japanese popular culture and the image of Japanese youths who consume ‘Narou Style’ web novel. ‘Narou Style’ web novel is an alias for works which has published by the web novel service sites like Let s become a novelist . ‘Narou Style’ web novels have different characteristics from the existing public novels due to the reflection of the author s taste for a certain genre and the success factor considering the reader s reaction. Representatively, at the beginning of the novel, the protagonist begins by ending his life due to an accident. He or she moves to the other world through transmigration or transition and experiences new life in a completely different time and space. It can even become a villain in contrast to the existing heroic narrative, or play a role in acting or acting as a minor, leading a leisurely life away from the main narrative of the novel. The life of the other world is easier or more peaceful than the real life, because he or she has a kind of ‘cheat key’. This commonality embraces the characteristics of ‘Sekai Style’, which was the dominant characteristic of Japanese popular culture in the 90s, but is connected with the story structure of reality negation as opposed to decisionism that appeared after the 2000s. This reflects the desire to escape the real world s difficulties, including economic difficulties, bullying, and social communication disorder. Instead of playing an important role in society or in the world, it reflects the reality of Japanese young generation who want to have a simple but self-sufficient life.
Study on IoT and Big Data Analysis of 12” 7 nm Advanced Furnace Process Exhaust Gas Leakage

Modern FAB uses a large number of high-energy processes, including plasma, CVD, and ion implantation. Furnaces are one of the important tools for semiconductor manufacturing. According to the requirements of conversion production management, FAB installed a set of IoT-based research based on 12″ 7 nm-level furnaces chip process. Two furnace processing tool measurement points were set up in a 12-inch 7 nm-level factory in Hsinchu Science Park, Taiwan, this is a 24-hour continuous monitoring system, the data obtained every second is sequentially send and stored in the cloud system. This study will be set in the cloud database for big data analysis and decision-making. The lower limit of TEOS, C2H4, CO is 0.4, 1.5, 1 ppm. Semiconductor process, so that IoT integration and big data operations can be performed in all processes, this is an important step to promote FAB intelligent production, and also an important contribution to this research.
Åka På Äventyr

Author(s): Aspeqvist, Kristina | Abstract: This music score was submitted for the Kaleidoscope 2020 Call for Scores, an open access collaboration with the UCLA Music Library.
Software Development Primer

This book covers a multitude of software development tools, techniques, and best practices. The aim of this chapter is to upskill you on the core fundamentals necessary to follow along with the projects. While anyone can write code, it takes skill to write software.
ETHICAL BOUNDARIES OF THE LEGAL REGULATION OF GENOME SEQUENCING IN RUSSIA AND ABROAD

The relevance of the chosen topic is due to the need to resolve ethical problems that arise in the framework of legal regulation of genome-wide sequencing in Russia and foreign countries. The purpose of this research is to form ethical principles that should become a reference point for law - making in this area. In order to achieve this goal, we have solved the tasks of studying the normative legal acts of Russia and a number of foreign countries from an ethical point of view. General scientific, private scientific and special methods of scientific knowledge (system-structural, formal-legal) are used. In order to comply with the ethical boundaries of legal regulation, to store access and protect full-genome sequencing data in Russia and foreign countries, it is proposed to develop a set of restrictions that prevent possible discrimination on genetic grounds, to create the necessary conditions for the inadmissibility of disclosure of personalized data, disclosure of information about a genetic disease to the subject and his relatives, as well as the boundaries of editing the genome of a human embryo. For the first time, the authors substantiate the need to establish clear ethical boundaries in the implementation of genome-wide sequencing in Russia based on foreign experience.
LibGuides: Multimedia Instructional Design: Dissertations

This guide is for the NCU certificate Multimedia Instructional Design. It contains resources available in the NCU Library.
Pengelolaan Pembelajaran IPA Berbasis Literasi Sains di Smplb Negeri Ungaran

The purpose of this study is to describe the planning, implementation, and evaluation of science learning with scientific literacy-based in SMPLB Negeri Ungaran. This study was a qualilative research with a phenomenological approach. The data collection techniques were interview, observation, and documentation. The validity of the data in this study used source triangulation techniques. The data analysis referred to the stages of data collection, data reduction, data presentation, and drawing conclusions. The results of this study showed that (1) The planning of science learning with scientific literacy-based consisted of arranging the annual program, semester program, syllabus, and lesson plan according to the type of the disability. The element of scientific literacy-2based was integerated in every type of planning by considering the disability types. The planning was designed by the teacher of the disability class who also taught all of learning subjects. (2) The implementation of science learning with scientific literacy-based in SMPLB Negeri Ungaran offered three main activities which were the pre-activity, the main-activity, and the post-activity whose delivery was adjusted to the type of disability. The pre-activity was carried out as in ordinary learning but it already contained elements of scientific literacy-based. In the main-activity, there were the differences of methods and media for each disability class when implementing the science learning with scientific literacy-based. In the post-activity, some students came in front of class to be given questions which were tailored to the type of disability. (3) Evaluation of science learning with scientific literacy-based referred to the assesment of cognitive, affective,and psychomotor in which integrated scientific literacy in the form of content, process, and context aspects that had been adapted to the type of disability because they had different characteristics and needs.
Dramaturgiska förlopp inom jazzmusik

This study set out to explore different ways to structure the dramaturgy within jazz music, using different levels of musical intensity over time. The author claims that there is a specific model, ...
Educational Environment in the System of Extracurricular Activities

The article highlights a pedagogical problem associated with the result of educational efforts in supplementary education establishments. The author rationalizes the necessity for educational environment system transformation in accordance with the changed social and cultural realia and innovative trends in education development. The results of this study indicate that cooperation of children and adults aimed at implementation of jointly elaborated goals and objectives enriches educational environment system with current effective forms of children and adult community.
LibGuides: Multimedia Instructional Design: Websites

This guide is for the NCU certificate Multimedia Instructional Design. It contains resources available in the NCU Library.
LibGuides: Support for Online Teaching/Learning: Books and Reading Resources

As you plan for a variety of scenarios in response to the global COVID-19 health crisis, CKLS wanted to share resources you can share with educators, students and parents to support distance learning.
Presence of intuition in the process of strategic decision-making

This chapter explores the presence of intuition within the process of strategic decision-making, at the level of a decision-maker who is aware that contemporary decisions are rarely formed merely in the scope of rules of the rational, with strategic management being no exception. The need for integrated decision-making is increasing along with the need for inclusion of the subconscious/intuitive, or better said, ‘recognition’ of the already included. The aim of the chapter is to expose the presence of intuition by measuring intuitive potential of the individual decision-maker and the perception of actual use of intuition within the process of strategic decision-making.
Papperstidningen: överflödig eller väsentlig : Om tidningsaktörers val och bakomliggande faktorer att behålla papperstidningen i en digitaliserad bransch

Background: The digital development has led to major changes in the newspaper industry, which in turn has changed consumer behavior and created several threats and opportunities. Having to constant ...