Reviewerly/exHarmony huggingface dataset:
Towards Debugging Deep Neural Networks by Generating Speech Utterances

Deep neural networks (DNN) are able to successfully process and classify speech utterances. However, understanding the reason behind a classification by DNN is difficult. One such debugging method used with image classification DNNs is activation maximization, which generates example-images that are classified as one of the classes. In this work, we evaluate applicability of this method to speech utterance classifiers as the means to understanding what DNN listens to. We trained a classifier using the speech command corpus and then use activation maximization to pull samples from the trained model. Then we synthesize audio from features using WaveNet vocoder for subjective analysis. We measure the quality of generated samples by objective measurements and crowd-sourced human evaluations. Results show that when combined with the prior of natural speech, activation maximization can be used to generate examples of different classes. Based on these results, activation maximization can be used to start opening up the DNN black-box in speech tasks.
Use of “Feed-Forward” to improve students’ engagement and achievement

The presentation reports the findings of an evaluative research that attempts to assess the effectiveness of feed-forward within assessment intervention. The study focus on the improvement in the overall quality of students’ attempt at summative assessment and students’ engagement in their modules.
Smart Topics Miner 2: Improving Proceedings Retrievability at Springer Nature

Producing a robust and comprehensive representation of the research topics covered by a scientific publication is a crucial task that has a major impact on its retrievability and consequently on the diffusion of the relevant scientific ideas. Springer Nature, the world's largest academic book publisher, has typically entrusted this task to the most expert editors, which had to manually analyse new books and produce a list of the most relevant topics. To support Springer Nature in this task, we developed Smart Topic Miner, an application that assists the editorial team in annotating proceedings books according to a large-scale ontology of research areas. Over the past three years, we evolved this application according to the editors’ feedback and developed a new engine, a new interface, and several other functionalities. In this demo paper, we present Smart Topic Miner 2, the most recent version of the tool, which is being regularly utilized by editors in Germany, China, Brazil, and Japan to annotate all book series covering conference proceedings in Computer Science, for a total of about 800 volumes per year.
Circuit Theory Based on New Concepts and Its Application to Quantum Theory

In quantum theory, a wave function expresses the state of matter waves and is not considered to physically exist in general. Equations that are satisfied by a wave function are called wave equations. In classical physics, wave equations are well known and are derived from the Maxwell equations. However, the Maxwell equations do not define important physical properties, such as the lossless property of circuits. The lossless property is represented by the cascade matrix defined in analog circuit theory. The definition of the lossless property in wave equations became possible owing to the telegrapher's equations introduced by Heaviside. The cascade matrix can be determined from uniform transmission lines that can be obtained from the telegrapher's equations and those extended using the Riccati differential equation.
A Medical Expert System for Tropical Disease Diagnosis

International Journal of Computer Sciences and Engineering (A UGC Approved and indexed with DOI, ICI and Approved, DPI Digital Library) is one of the leading and growing open access, peer-reviewed, monthly, and scientific research journal for scientists, engineers, research scholars, and academicians, which gains a foothold in Asia and opens to the world, aims to publish original, theoretical and practical advances in Computer Science,Information Technology, Engineering (Software, Mechanical, Civil, Electronics & Electrical), and all interdisciplinary streams of Computing Sciences. It intends to disseminate original, scientific, theoretical or applied research in the field of Computer Sciences and allied fields. It provides a platform for publishing results and research with a strong empirical component. It aims to bridge the significant gap between research and practice by promoting the publication of original, novel, industry-relevant research.
Peningkatan keterampilan menulis kalimat tanya melalui modelexamples non examples tema 3 peduli terhadap makhluk hidup kelas iv sd 1 bae kudus

This research intent describe skill step-up teaches to learn, students learned activity, and student studying result brazes IV SD 1 Bae Kudus utilizes model Examples non Examplesin themelearning 3 caresfor living thing to transship Indonesian study and IPS.Action research brazes this was performed at class IV SD 1 Bae Kudus with subjek research 24 students. This research happens up to 2 cycles, each cycle comprise of four steps which is planning, performing, watch, and reflection. Free variable is Examples non Examples meanshile variable is tied-up is skill write, sentence asks, and theme learning 3 cares to living things. Data collecting tech utilizes observation, interview, essay, and documentation. Instrument that is utilized in this research as sheet of observation, interview guidance, problem evaluates, and documentation guidance. Analisis’s tech data ytulizes analisis quantitative data and kualitatif.Obsevatitonal result exists step-up on theme learning 3 cares to living things that adequately signifikan. It is evident with skill learns in bring off learning on cycle I to get everagely klasikal’s percentage as big as 76% and on cycle II worked up as 87%. Students learned activity also experience step-up on cycle I to get averagely klasikal’s percentage as big as 71% and on cycle II worked up as 81%. Learned Gnostic result I cycle student Indonesia tutorial content average klasikal’s thoroughness percentage 75% cotegaries “good”, and cycle II Indonesia tutorial content average klasikal’s thoroughness percentage 85,8% categories “pretty good”, meanwhile is contents I cycle tutorial IPS average klasikal’s thoroughness percentage 75% categories “good”, and cycle II IPS tutorial content average klasikal’s thoroughness percentage 84,7% categories “pretty good”.Student skill result transships I cycle Indonesia study get averagely klasikal’s percentage 74% categories “good” and cycle II worked up as 89% categories “pretty good”. Student skill result transships IPS study cycle I to get averagely klasikal’s percentage as big as 76% categories “good” and cycle II gets averagely klasikal’s percentages as big as 96% categories “pretty good”.Base actions observational result braze already done an class IV SD 1 Bae Kudus can be concluded yhay model step-up Examples non Examples can increase theme learning quality 3 cares to living things on student brazes IV SD 1 Bae Kudus.
Characteristic Course System Establishment for Electronic and Information Engineering Specialty in Agricultural University

Around the research of modern agricultural equipments, a characteristic course system including the platforms and modules was established by the electronic and information engineering specialty in South China Agricultural University. The professional basis platform consists of three technical sub platforms. Three course modules are set up in the specialized elective courses as the agricultural machinery intelligent navigation technology, the agricultural remote sensing, and the agricultural internet-of-things. Through the implementation of the course system, the students' scientific innovation ability was improved and their enthusiasm to serve the "three rural" was inspired. This research and practice provides a new talent cultivation mode in the domestic agricultural engineering discipline development.
The results of the Study of the Structure of the Restored Ecosystem on the Open-cut and Abandoned Iron Ore Deposits of Russia

The structures of disturbed lands and restored plant ecosystems on the open-cut and iron ore deposits are under development. Structures are defined by the mining regions of Russia and the categories of restored ecosystems. The calculations are based on the results of remote sensing.
Teaching writing Descriptive Text through Four Square (An Experimental Research at Third Grade of SMP Khairul Huda Kota Serang)

Winda Restu Sari, 152301865. 2019. Teaching writing Descriptive Text through Four Square (An Experimental Research at Third Grade of SMP Khairul Huda Kota Serang).The objective of this research is to identify the effectiveness of four square method in teaching writing descriptive text. This research was conducted by Quasi Experimental Research and collected the data from 44 students devided into two classes. One class of IX A as an Experimental class consists of 22 students and the other one of IX B as Control class also consists of 22 students. The instrument of this research uses Test and Observation. The research finding based on the statistic calculation, the value of t observation is higher than t table both at significance level 5% and 1% . t_0 > t_t = 2,75 > 2,02 at significance level 5%, t_0 > t_t = 2,75 > 2,69 at significance level 1%. Because t_0 is higher than t_t both at significance level 5% and 1% It means that 〖(H〗_a) is accepted and the null hypothesis is rejected 〖(H〗_o). The conclusion of this research there is an effectiveness of using Four Square in teaching writing descriptive text.Keyword : writing, descriptive text and four square method.
Time Series Processing with VCSEL-Based Reservoir Computer

Reservoir computing architectures offer important benefits for the implementation of a neural network in a physical medium, as the weighted interconnections between the internal nodes are random and fixed. Experimental results on a time-delay photonic reservoir computer based on directly modulated Vertical Cavity Surface Emitting Lasers and multi-mode fiber couplers are presented. The neuron is made of photodiode, non-linear amplifier and laser chips. The NARMA10 chaotic time-series task is performed with a configuration having 25 virtual nodes operating at 1 GS/s. Experimental and simulated error ranges are in good agreement, which is promising for an expansion to a more elaborate system. The potential of this scheme for the realization of a photonic reservoir cluster device operating at very high speed with low power and a small footprint with a large number of interacting physical and virtual neurons is discussed.
Improved Text Mining Techniques for Spam Review Detection

International Journal of Computer Sciences and Engineering (A UGC Approved and indexed with DOI, ICI and Approved, DPI Digital Library) is one of the leading and growing open access, peer-reviewed, monthly, and scientific research journal for scientists, engineers, research scholars, and academicians, which gains a foothold in Asia and opens to the world, aims to publish original, theoretical and practical advances in Computer Science,Information Technology, Engineering (Software, Mechanical, Civil, Electronics & Electrical), and all interdisciplinary streams of Computing Sciences. It intends to disseminate original, scientific, theoretical or applied research in the field of Computer Sciences and allied fields. It provides a platform for publishing results and research with a strong empirical component. It aims to bridge the significant gap between research and practice by promoting the publication of original, novel, industry-relevant research.
Tacoma Community College Library: ABE 69: HS 21+ Fitness (PE): Start here

This guide provides links to the most useful TCC Library databases and resources for the PE credit module in the ABE 69 HS 21+ portfolio course.
Survey of Color Image Compression using Block Partition and DWT Technique

International Journal of Computer Sciences and Engineering (A UGC Approved and indexed with DOI, ICI and Approved, DPI Digital Library) is one of the leading and growing open access, peer-reviewed, monthly, and scientific research journal for scientists, engineers, research scholars, and academicians, which gains a foothold in Asia and opens to the world, aims to publish original, theoretical and practical advances in Computer Science,Information Technology, Engineering (Software, Mechanical, Civil, Electronics & Electrical), and all interdisciplinary streams of Computing Sciences. It intends to disseminate original, scientific, theoretical or applied research in the field of Computer Sciences and allied fields. It provides a platform for publishing results and research with a strong empirical component. It aims to bridge the significant gap between research and practice by promoting the publication of original, novel, industry-relevant research.
Dynamic Programming for POMDP with Jointly Discrete and Continuous State-Spaces

In this work, we study dynamic programming (DP) algorithms for partially observable Markov decision processes with jointly continuous and discrete state-spaces. We consider a class of stochastic systems which have coupled discrete and continuous systems, where only the continuous state is observable. Such a family of systems includes many realworld systems, for example, Markovian jump linear systems and physical systems interacting with humans. A finite history of observations is used as a new information state, and the convergence of the corresponding DP algorithms is proved. In particular, we prove that the DP iterations converge to a certain bounded set around an optimal solution. Although deterministic DP algorithms are studied in this paper, it is expected that this fundamental work lays foundations for advanced studies on reinforcement learning algorithms under the same family of systems.
Study on Optimal Pricing Model of Cloud Service Market

In order to solve the loss of revenue in the cloud service market and meet the requirements of various users. Flexible pricing strategies should be adopted to stimulate the market demand at the optimal price. The optimal dynamic pricing model is built to maximize the market benefits through the control of service users purchased according to the contract and the dynamic pricing of on-demand purchase.
The Occurrence of Code-Switching on WhatsApp Group Application by EFL Learners’(A Case Study on The Eight Semester Students of English Department at The State Islamic University of Sultan Maulana Hasanuddin Banten)”.

Siti Aulia Nur Annisa. 152301925. 2019. “The Occurrence of Code-Switching on WhatsApp Group Application by EFL Learners’(A Case Study on The Eight Semester Students of English Department at The State Islamic University of Sultan Maulana Hasanuddin Banten)”. This research in conducted to investigate the linguistic phenomenon about the occurrence of code-switching on whatsapp group application at The State Islamic University of Sultan Maulana Hasanuddin Banten. The reseach is conducted based on some problems: 1) What are the types of codeswitching used in Sharing WhatsApp group Application by EFL learners? 2) What are the reasons for EFL learners do codeswitcing in WhatsApp group Application? The researcher collected the data uses two instruments. They are observation and questionnaires. The observation through captures of screen whatsapp group chats. The group consist of 136 students. Further, the questionnaire conducted from 40 students. Additionally, the result of the research shows that there are three types of codeswitching occurs in group WhastApp. Certainly, tag-switching 6%, intra-sentential switching 71%, inter-sentential switching 23% . There’re more than one reasons from each respondent. One respondent has several answers and the same answer. Moreover, the most frequent reason arises from 40 respondents answer are being emphatic about something, real lexical need, lack of facility, lack of registal competence. 39 give reasons that they talk about particular topics. Further, quote somebody else and habitual expressions are 20 respondents. Interjection; inserting sentence filler or sentence connector and communicative efficiency and mood of speakers are 10 respondents. Repetition used for clarifications are 17 respondents. To amplify and emphazise a point are 16 respondents from 40 respondents. Keyword: Code-switching, WhatsApp, A qualitative research
ประสิทธิผลโรงเรียนขยายโอกาสทางการศึกษา สังกัดสำนักงานเขตพื้นที่การศึกษาประถมศึกษานนทบุรี เขต 2

The objectives of the research were 1) to study the effectiveness of the Opportunity expansion school management in Nonthaburi Primary Education Service Area Office 2. 2) to purpose the developmental guidelines in the effectiveness of the Opportunity expansion school management in Nonthaburi Primary Education Service Area Office 2. The sampling focus group were 1) school director and 226 active teachers that data collection were made by questionnaires. 2) the 5 analyst directors who analyze the developmental guidelines in the effectiveness of the Opportunity expansion school. The statistical instruments of data analysis were percentage, mean, standard deviation and One-way analysis of variance statistics.         The research results were 1) the effectiveness of the Opportunity expansion school management in Nonthaburi Primary Education Service Area Office 2 was overall  in high statistical level in descending order of job satisfaction, the ability to allocate resources,  the ability to use innovation and technology in media, acquirement in self-development of students and the ability to adaptation in organization. 2) the comparison of the effectiveness of the Opportunity expansion school management in Nonthaburi Primary Education Service Area Office 2 that were classified by the age and found that a school director and active teachers who had the difference in age, their opinions of effectiveness of the Opportunity expansion school had the difference and a factor that was classifieds by working experience was found that a school director and active teachers  who had the difference in working experience, their opinions of effectiveness of the Opportunity expansion school had the difference. 3) The 4 guidelines of the effectiveness development in the Opportunity expansion school management in Nonthaburi Primary Education Service Area Office 2 were 1) the academic administration guideline that was the curriculum development that solved and met the local needs. 2) the budgetary administration guideline that was the basic data analysis of the school for budgetary allocation to prominently student activities supporting. 3) the personal administration guideline that was the human resource planning, placement, academic missions, the right assignment and work promotion. 4) the general administration guideline that was the obviously systematic in administration and organizational development.
Design of Image Steganography using Asymmetric Key Cryptography

International Journal of Computer Sciences and Engineering (A UGC Approved and indexed with DOI, ICI and Approved, DPI Digital Library) is one of the leading and growing open access, peer-reviewed, monthly, and scientific research journal for scientists, engineers, research scholars, and academicians, which gains a foothold in Asia and opens to the world, aims to publish original, theoretical and practical advances in Computer Science,Information Technology, Engineering (Software, Mechanical, Civil, Electronics & Electrical), and all interdisciplinary streams of Computing Sciences. It intends to disseminate original, scientific, theoretical or applied research in the field of Computer Sciences and allied fields. It provides a platform for publishing results and research with a strong empirical component. It aims to bridge the significant gap between research and practice by promoting the publication of original, novel, industry-relevant research.
S4B-17 SESSION 4B

Introduction: The advantage of augmented reality (AR) is the virtual-reality combination, three-dimensional display and real-time interaction. Traditional augmented reality navigation system lacks of the solution for deep perception and display errors. This study is designed to compare the different situation between the traditional image guide pattern and deviation reminds added pattern in the model trials. Methods: The AR system can track the model and surgical tools in the same time. Five craniofacial surgeons and engineers participated in this study. The navigation points were assured with the traditional image guide pattern and deviation reminds added pattern for each one. Then, the position error, orientation error and time consumption were collected to make statistical analyses in the study. Results: There was a statistically significant difference between the deviation reminds added pattern and traditional image guide pattern for both engineers and surgeons in orientation error and navigation time (p<0.05). Additionally, there is no significant differences between engineers and surgeons in errors (p=0.117) and time consuming for experiment team (p=0.913). Conclusion: Our results suggest that the deviation reminds added pattern is better than itional image guide pattern for both engineers and surgeons. What’s more, the extra information can improve the performance for surgeons in navigation position assurance.
A Study on Youtube Video-Watching Activities and their Effects on Improving English Reading Comprehension Skills

In an effort to explore the effects of Youtube video-watching activities on Korean college students' English reading comprehension skills, 148 undergraduate students who enrolled in a General English class at a university in Korea participated in the present study. Participants were randomly classified into four groups - three experimental groups and one control group - according to when they watch videos: before class (n = 33), during class (n = 42), after class (n = 36), and none (n = 37). Over 16 weeks, the three experimental groups engaged in Youtube video-watching activities for about 10 minutes before, during, and after the class, while the control group did not. Pre- and post-tests were administered to confirm the effects of the use of Youtube videos on improving English reading comprehension skills. To compare the improvement between groups, a one-way ANOVA was also run. Major findings are as follows: First, participants in all the three experimental groups significantly improved their English reading comprehension skills, indicating the beneficial effects of Youtube video-watching activities. However, there was no statistically significant difference in the mean improvement between the groups. Based on this, limitations and suggestions for the future research are discussed at the end.
Sistem Pengaduan Masyarakat Berbasis Aplikasi Android di Kecamatan Eromoko Wonogiri

Regional development is an effort carried out by the community and the government to improve the welfare of the community. Eromoko Sub-district is one of the sub-districts located in Wonogiri Regency, Central Java Province. One manifestation of the practice of democracy in public services in Eromoko Sub-district is to give the community an opportunity to submit complaints through mailboxes in the sub-district office. However, the community is not enthusiastic about making complaints because it requires more time to deliver it. This public complaint application aims to facilitate the Eromoko District community in making complaints about the surrounding conditions and population services without having to come to the sub-district office. So that later it is expected that the Eromoko Sub-district government can improve public services by following up on public complaints or forwarding complaints to the relevant agencies. This application was developed using the Android Studio software in the Java programming language using the Android Software Development Kit (SDK). While the website used by admin to process data is developed with the PHP programming language.