nils-herrmann/clean_scirepeval huggingface dataset:
Optical complexity in external cavity semiconductor laser
Year: 2017

In this article, the window based complexity and output modulation of a time delayed chaotic semiconductor laser (SL) model has been investigated. The window based optical complexity (OC) is measured by introducing the recurrence sample entropy (SampEn) The analysis has been done without and in the presence of external noise. The significant changes in the dynamics can be observed under induced noise with weak strength. It has also been found that there is a strong positive correlation between the output power and the complexity of the system with various sets of parameters. The laser intensity, as well as the OC can be increased with the incremental noise strength and the associated system parameters. Thus, optical complexity quantifies the system dynamics and its instabilities, since is strongly correlated with the laser outputs. This analysis can be applied to measure the laser instabilities and modulation of output power.
A novel deep learning approach for short term wind power forecasting based on infinite feature selection and recurrent neural network
Year: 2018

There are many features that have been taken into consideration for wind power forecasting. Since properly ranking these relevant features, often redundant, can be quite difficult, highly accurate short term wind power forcasting remains a big challenge. Another noted problem that adversely impacts the accuracy of wind forcasting stems from the weakness of the prevailing prediction models based on the feedforward neural network (FNN) in handling wind power time series. This paper thus attempts to address the aforementioned problems in short term wind power forecasting with a novel approach that combines the infinite feature selection (Inf FS) with the recurrent neural networks (RNN) In particular, all the possible features related to wind forecast are first clustered into multiple feature sets, after which the identified feature sets are mapped onto the paths of a graph built for Inf FS. Traversing such a graph helps effectively determine/rank the significance of the features according to their stability and classification accuracy measured in the feature space. The proposed wind prediction model then feeds the ranked features into a deep learning prediction system enabled by RNN, whose neurons have self feedback loops to help gather the past decisions, and thus be more effective than FNN for wind power prediction. The proposed wind power prediction approach is demonstrated through the experimental evaluations using a dataset from the National Renewable Energy Laboratory (NREL) The result shows that the accuracy of short term wind power forecast is increased by 11% 29% 33% and 19% in spring, summer, autumn and winter, respectively, over that achieved using the traditional approaches.
Digital Inclusion and Health in Wales
Venue: Journal of Consumer Health on the Internet
Year: 2019

As information about health and illness is increasingly (and often exclusively) available in digital form, we face a new public health challenge digital health inequality. Those who are least likely to be online (including older people and people with disabilities) are exactly those who experience the greatest burden of ill health. Wales has particular challenges in digital inclusion, including social deprivation, an ageing population and poor broadband connectivity in remote rural areas. In response to these challenges, a review of digital inclusion and health in Wales was commissioned in 2018. The review was carried out by the author (Gann) using a mixed methods approach including literature review, stakeholder interviews and case studies. The review identified creative, community based approaches which are showing inspiring ways to build digital access and confidence so people can become active partners in their own health.
Microstructure and mechanical properties of AA6061 alloy deformed by differential speed rolling
Year: 2020

In the present work, we investigated microstructure features and mechanical properties of AA6061 aluminum alloy fabricated by differential speed rolling (DSR) process. The alloy samples were subjected to a DSR deformation using a roll speed ratio of 1:4 at various thickness reductions. The results showed the DSR deformation leads to the evolution of an ultrafine grained structure containing a reasonable fraction of low angle grain boundaries. The evolution of this structure after 75% resulted in high hardness values uniformly distributed in the thickness direction of the sample.
Rural migrant workers in urban China: living a marginalised life
Year: 2007

The rural migrant worker population in China is attracting more and more attention because of its magnitude and potential economic and social impact on Chinese society. While literature abounds in describing the demographic trends and economic impacts of rural to urban migration, very few articles have been written about the psychosocial impacts of migration on the lives of rural migrant workers in urban China. Drawing on the concept of marginalisation, this article describes the nature and characteristics of marginalised living experienced by migrant workers. More importantly, it examines the underlying policy issues contributing to such marginalised living. It is argued that the Hukou system (household registration system) the process of decentralisation and the obscure role of trade unions have contributed to the experience of marginalisation of rural migrant workers in urban cities in China. Implications for policy changes are also discussed.
FILSAFAT ILMU EKONOMI DAN MANAJEMEN UMKM PERAN ECO INDUSTRIAL PARK (EIP) PADA INDUSTRI KECIL MENENGAH UNTUK MEWUJUDKAN GREEN INDUSTRY YANG EFEKTIF DAN EFISIEN
Venue: JURNAL INFORMATIKA
Year: 2019

Free trade agreement of ASEAN Economic Community (AEC) immediately will beimplemented in the region. The four pillars of the AEC concept is a reference in the enforcementprocess. All member states have made preparations including Indonesia. Small and Medium sizedEnterprises also make preparations. The preparation of the Indonesian government in the deal andhow the measures taken to protect Small and Medium sized Enterprises is a discussion in the review ofthis article. Policies made by the government, including the measures taken for businesses Small andMedium sized Enterprises, still found some difficulties in implementation. Because entirely not goingwell then the nomination acceleration trade policies comprehensively needs to be activated immediatelyso that the various policy papers that the government made will be able to work together withentreperenurs. This study also found unrediness of national products, especially Small and Mediumsized Enterprises in competing due to human resources, inadequate infrastructure and the investmentclimate
Development of a Drone Mounted Wireless Attack Platform
Year: 2020

The commercial drone market has grown rapidly due to the increasing utility and capabilities of drones. Drones offer an invaluable resource to wireless hackers. Capitalizing on their mobility, a wireless hacker can equip a drone with hacking tools to circumvent physical security (e.g. fences) with relative ease and reach wireless networks. Wireless networks are inherently more susceptible to passive capture and injection attacks, which is exacerbated by the predominant use of Wi Fi's vulnerable security algorithms. Despite the impressive leaps drones have made, they are still noisy and hard to conceal. By equipping a drone with a directional antenna, this weakness can be mitigated and significantly improve their effective range. This research develops skypie version 2 (skypie v2) which is an improved software and hardware prototype designed for directional drone based attacks. To remain compatible with any drone, it is designed to be lightweight, inexpensive, and easily attachable to most off the shelf drones. These design choices also allow the prototype to simulate the capabilities an individual threat actor could produce. This research experimentally evaluates the ability of a drone mounted wireless attack platform (DWAP) equipped with a directional antenna to conduct wireless attacks effectively at distances greater than 800 meters. To test this hypothesis, the skypie v2 prototype conducts computer network attacks (CNAs) against a target network then captured data is used to evaluate the effectiveness of the platform. Results show that conducting CNAs from the prototype is possible well beyond the hypothesized 800 meters when utilizing a directional antenna. Capture of a WiFi Protected Access II (WPA2) handshake is possible at a Received Signal Strength
Research on Embodied Carbon Emission of China's Agricultural Product Import and Export Trade
Year: 2020

in the context of global warming and rising trade protectionism, the research on the carbon emissions embodied by agricultural product trade is of great significance for agricultural development. By estimating and analyzing the carbon emissions embodied by china's agricultural import and export trade from 2009 to 2017, this paper finds that china is a net carbon importer in agricultural trade. From the perspective of agricultural carbon emissions, such a trade has saved a part of domestic carbon emissions and also reduced the carbon emission reduction responsibility for the agricultural sector to a certain extent. From the perspective of trade structures, china's forestry and fishery sectors have undertaken additional agricultural carbon emissions for foreign countries due to international trade, and the main sectors saving domestic agricultural carbon emissions due to international trade are the planting and animal husbandry sectors.
Pelatihan Game Edukasi Android Berbasis HOTS Sebagai Media Evaluasi Pembelajaran
Year: 2020

The low ability of problem solving and critical thinking is that Indonesian students only master questions with characteristics that are routine and simple, students have not been able to analyze problems that are more complex and problem solving. Evidenced by data from the East Java Education Office as much as 78.88% of the high school and vocational school national exam scores below 55. The purpose of this Community Service Training is to provide training on the preparation of HOTs based evaluation tools through the use of Android Education games. The dedication partner is MGMP teacher in Magetan Regency. The methods used include lectures, practice, discussion and question and answer. PKM was held on 3 August 2019 at SMAN 3 Magetan attended by 16 participants. The advantages in this Android based application game, the teacher is not preoccupied in calculating the score of students' learning outcomes because the application can display the value of each student automatically. Teachers do not need to worry about student cheating when implementing this application, because when using the application students must log in first and this application is one application one account. The level of understanding of teachers about the practice of Android based application games after attending training is 73 out of a score of 100. From the results of the post test, shows the level of teacher's understanding of the practice of Android based application games is quite sufficient.  training, application game based on android
Perancangan dan Fabrikasi Sistem Complex Impedance Analyzer Berbasis Chipset AD5933
Year: 2019

Sistem complex impedance analyzer adalah sebuah perangkat pengukuran impedansi yang dapat diprogram untuk melakukan penyisiran frekuensi dari 10 hingga 100 kHz dengan jumlah penyisiran 10 titik pengukuran. Perangkat ini memungkinkan parameter impedansi suatu sistem fisis eksternal yang disebut sebagai Device Under Test (DUT) dapat diketahui dengan memberikan sinyal sinusoidal sesuai frekuensi yang telah ditentukan. Penelitian ini bertujuan untuk merancang dan membuat sistem complex impedance analyzer berbasis chipset AD5933. Respon frekuensi DUT dapat diperoleh dari hasil sampling analog to digital converter (ADC) dan komputasi discrete fourier transform (DFT) yang dilakukan oleh mesin DSP untuk mengembalikan data nilai real dan data nilai imajiner sinyal respon sistem DUT pada tiap nilai frekuensi yang ditentukan. Seluruh proses ini meliputi pembangkitan sinyal sinusoidal, konversi ADC, hingga komputasi DFT dilakukan di dalam chipset AD5933. Pengujian rangkaian kompleks orde pertama dengan resistor 10 kW dan kapasitor 470 pF yang dirangkai secara seri sebagai sampel DUT menghasilkan karakteristik magnitudo aktual Z yaitu pada frekuensi tinggi. Kapasitor berperilaku sebagai short circuit sehingga magnitudo aktual Z mendekati nilai R. Keadaan tersebut dibatasi oleh titik frekuensi cut off dari respon frekuensi yang diperoleh. Hal tersebut berimplikasi kepada nilai fasa aktual Z yang semakin mendekati 0deg.
Work family Interfase and Job Performance: Job Satisfaction as Mediator
Venue: Journal of Psychological Research
Year: 2019

The objective of the study was to examine the relationships between work family interfase, job satisfaction and job performance in an Argentinian workers sample. A cross sectional empirical study, based on explicative associative strategy, was designed. An availability sample of 383 workers (195 male) from different kinds of organizations was conformed. Based on past evidence, it was hypothesized the mediator role of job satisfaction. Structural equation analysis showed that the indirect effects of work family interfase dimensions (conflict and enrichment) on job performance through job satisfaction were statically significant, which indicated partial mediation. All variables explained 72% of job performance variance. Empirical findings and practical implications of the study are discussed.
L'implication de la metacarpophalangienne du pouce dans les troubles de l'ecriture chez l'enfant
Year: 2018

De nombreux scripteurs ecrivent sans flexion de la metacarpophalangienne (MCP) du pouce. Dans ce cas, l'interphalangienne du pouce ainsi que les articulations de l'epaule, du coude et du poignet vont compenser ce manque de flexion pour permettre une ecriture fluide. Mais qu'en est il de l'enfant dysgraphique Actuellement, la pratique tend a utiliser l'outil informatique pour compenser ses difficultes. A partir de cas cliniques, nous avons observe que les enfants adresses pour des troubles de l'ecriture ont, a 87 une attitude en extension de la MCP. La reeducation de la MCP du pouce a permis, pour 79 des enfants suivis, de reduire les douleurs et la degradation de l'ecriture. En revanche, seul un enfant sur deux est arrive a une vitesse d'ecriture dans la norme. La reeducation de la MCP du pouce permettrait d'ameliorer l'efficacite du geste graphique et de limiter le recours au materiel informatique.
Interviewing High Value Detainees: Securing Cooperation and Disclosures
Year: 2014

Four types of coercive and noncoercive interview strategies (legalistic, physical, cognitive and social) used to facilitate disclosure by high value detainees were examined in an international sample of practitioners and detainees (N=64) Predictive analyses confirmed that the accusatorial approach was positively correlated with physically coercive strategies (rs .58) and negatively with forms of social persuasion (rs= .31) In response to social strategies, detainees were more likely to disclose meaningful information [odds ratio (OR) =4.2] and earlier in the interview when rapport building techniques were used (OR =14.17) They were less likely to cooperate when confronted with evidence (OR=4.8) Disclosures were more complete in response to noncoercive strategies, especially rapport building and procedural fairness elements of respect and voice. These findings augmented past theory on interactional processes and the evidence base of international best practices in suspect interviews.
Exploring the Use of Adverb 'Literally' in Corpus of Contemporary American English
Year: 2020

This research aims to describe the use of adverb literally by a native speaker. It is qualitative descriptive research. The main source of this research is the data from one of the online corpora, namely Corpus of Contemporary American English (COCA) There are three steps used in this research, namely data collection, data analysis, and result analysis. Based on the data from COCA, this research describes the frequency of adverb literally used in COCA and how the adverb is used in the sentence by knowing the particle that follows it. Theories used in this research are the theory of adverb by Pichler (2016) which is supported by Murphy's theory (1993) and the types of an adverb by Frank (1972) The result shows that the frequency of the word literally used in COCA amounted to 39.109 contained in the range of 1990 to 2019. The adverb is mostly used in the context of spoken language which is 8.339. The collocation and the concordance lines in COCA are used to find out the particle that follows the adverb literally. The collocation in this research is divided into three classes of words, namely verbs, adjectives, and adverbs. Based on the concordance lines of adverbs in COCA, we can know that the adverb does not have the same position in the sentence. The position of adverb literally can change based on the context of the sentence.
The employee engagement and OCB as mediating on employee performance
Venue: International Journal of Productivity and Performance Management
Year: 2019

PurposeThe purpose of this paper is to examine the effect of ethical leadership on employee performance, with the employee engagement and organizational citizenship behavior (OCB) as mediating variables. The population in this study was all employees of non star hotels in Sarbagita area of Bali.FindingsFirst, ethical leadership does not have a significant effect on employee performance, where the increase in leadership value is not able to provide a significant improvement in the performance of non star hotel employees in the Sarbagita area of Bali. Second, employee engagement is able to mediate ethical leadership in improving employee performance. Third, the OCB will be able to play a role in mediating the influence of ethical leadership on employee performance if it passes the mediating role of employee engagement first.valueThe inconsistencies of the previous study results provide evidence and opportunities for this study to review by including mediating variables on ethical leadership and employee performance relationship. The studied variable as a mediating variable is employee engagement. In addition to employee engagement, this study also included the OCB variable as a mediating variable. Several previous studies have identified the influence of ethical leadership, employee engagement and OCB in improving employee performance in separate research models, so there is still a gap for further research.
Guia de practica clinica para el tamizaje, diagnostico y manejo de la enfermedad renal cronica en estadios 1 al 3 en el Seguro Social del Peru (EsSalud)
Year: 2020

This paper summarizes the clinical practice guidelines (CPG) for the screening, diagnosis, and management of patients with chronic kidney disease (CKD) stages 1 3 in the Social Security of Peru (EsSalud) A guideline development group (GDG) was established for develop this CPG, which included clinical and methodology specialists, who formulated 08 clinical questions. Systematic searches of systematic reviews and, when considered necessary, primary studies were conducted to answer each question; and relevant evidence was selected. The certainty of the evidence was assessed using the Grading of Recommendations Assessment, Development, and Evaluation (GRADE) methodology. In periodic work meetings, the GDG used the GRADE methodology for reviewing the evidence and for developing recommendations. At the end, this CPG formulated 08 recommendations (04 strong and 04 conditional) 29 points of good clinical practice, and 03 flowcharts were formulated.
Multilevel Cross Aware RGBD Indoor Semantic Segmentation for Bionic Binocular Robot
Venue: IEEE Transactions on Medical Robotics and Bionics
Year: 2020

Scene understanding is one of the foundations for robots to achieve true artificial intelligence. Semantic segmentation that imitates the mechanism of human visual system can effectively promote the correctness of scene understanding. It conforms to the basic principle of human environment perception and enables robots to better serve human society. In this paper, we propose a multilevel cross aware network (MCA Net) for RGBD semantic segmentation. It utilizes basic residual structure to encode texture information and depth geometric information respectively. In view of the flow pattern of different visual features in the visual pathway of human brain, our MCA Net attempts to jointly reason about 2D appearance and depth geometric information. Therefore, multilevel cross aware fusion modules are designed to fuse multi scale complementary features extracted from RGB and depth images. As the depth and color information are independent, the reasonable combination of depth and RGB images can improve the quality of semantic labeling. Experiments conducted on ScanNetv2 dataset show that the proposed network produces high quality segmentation results of RGBD images and outperforms state of the art methods. Furthermore, the semantic labeling results on the bionic binocular robot in real office scenes further demonstrate the effectiveness of the proposed MCA Net.
WormBase 2017: molting into a new stage
Venue: Nucleic Acids Res.
Year: 2018

is an important knowledge resource for biomedical researchers worldwide. To accommodate the ever increasing amount and complexity of research data, WormBase continues to advance its practices on data acquisition, curation and retrieval to most effectively deliver comprehensive knowledge about Caenorhabditis elegans, and genomic information about other nematodes and parasitic flatworms. Recent notable enhancements include user directed submission of data, such as micropublication; genomic data curation and presentation, including additional genomes and JBrowse, respectively; new query tools, such as SimpleMine, Gene Enrichment Analysis; new data displays, such as the Person Lineage browser and the Summary of Ontology based Annotations. Anticipating more rapid data growth ahead, WormBase continues the process of migrating to a cutting edge database technology to achieve better stability, scalability, reproducibility and a faster response time. To better serve the broader research community, WormBase, with five other Model Organism Databases and The Gene Ontology project, have begun to collaborate formally as the Alliance of Genome Resources.