An Initial Study on the Relationship Between Meta Features of Dataset and the Initialization of NNRW

Author(s):  
Weipeng Cao ◽  
Muhammed J. A. Patwary ◽  
Pengfei Yang ◽  
Xizhao Wang ◽  
Zhong Ming
Diagnostics ◽  
2021 ◽  
Vol 11 (6) ◽  
pp. 974
Author(s):  
Hayfa Sharif ◽  
Caroline L. Hoad ◽  
Nichola Abrehart ◽  
Penny A. Gowland ◽  
Robin C. Spiller ◽  
...  

Background: Functional constipation in children is common. Management of this condition can be challenging and is often based on symptom reports. Increased, objective knowledge of colonic volume changes in constipation compared to health could provide additional information. However, very little data on paediatric colonic volume is available except from methods that are invasive or require unphysiological colonic preparations. Objectives: (1) To measure volumes of the undisturbed colon in children with functional constipation (FC) using magnetic resonance imaging (MRI) and provide initial normal range values for healthy controls, and (2) to investigate possible correlation of colonic volume with whole gut transit time (WGTT). Methods: Total and regional (ascending, transverse, descending, sigmoid, and rectum) colon volumes were measured from MRI images of 35 participants aged 7–18 years (16 with FC and 19 healthy controls), and corrected for body surface area. Linear regression was used to explore the relationship between total colon volume and WGTT. Results: Total colonic volume was significantly higher, with a median (interquartile range) of 309 mL (243–384 mL) for the FC group than for the healthy controls of 227 mL (180–263 mL). The largest increase between patients and controls was in the sigmoid colon–rectum region. In a linear regression model, there was a positive significant correlation between total colonic volume and WGTT (R = 0.56, p = 0.0005). Conclusions: This initial study shows increased volumes of the colon in children with FC, in a physiological state, without use of any bowel preparation. Increased knowledge of colonic morphology may improve understanding of FC in this age group and help to direct treatment.


2014 ◽  
Vol 54 (3) ◽  
pp. 300-305
Author(s):  
Zbigniew Pawlonka ◽  
Katarzyna Rymuza ◽  
Krzysztof Starczewski ◽  
Antoni Bombik

Abstract The purpose of the study was to determine the relationship between herbicide rate and weed community biodiversity in continuous wheat. A six-year field experiment was conducted to examine the effect of four chlorsulfuron rates in comparison with untreated (the control) plots, on the status and severity of weed infestation - in successive study years of cultivating winter wheat in monoculture. In addition, the following indices were calculated: Shannon-Wiener and Simpson’s index of biodiversity, and Simpson’s index of domination. A total of 36 weedy species were identified in the experimental plots. The richest segetal communities were established in the control plots. An application of herbicide reduced the biodiversity of the agrophytocensosis. A short-term monoculture did not impoverish the species richness of the weed community established in winter wheat. The average number of species in the community was significantly greater in the second study year. In the initial study years of monoculture, the biodiversity of the segetal community increased markedly compared with rotation-based cultivation. The calculated indices of biodiversity were not significantly affected by herbicide rate or monoculture but the indices confirmed the trends outlined by an analysis of the status and level of weed infestation.


2017 ◽  
Vol 44 (2) ◽  
pp. 143-157 ◽  
Author(s):  
Steven M. Almaraz ◽  
Kurt Hugenberg ◽  
Steven G. Young

In six studies, we investigated how ascribing humanlike versus animallike minds to targets influences how easily targets are individuated. Across the studies, participants learned to discriminate among a variety of “aliens” (actually Greebles). Our initial study showed that participants’ ability to learn to individuate targets was related to beliefs that targets had sophisticated minds. Investigating the directionality of this relationship, we found that learning to better recognize the targets did not affect perceptions of mind (Study 2). However, when targets were described as having sophisticated humanlike (relative to simplistic animallike) mental faculties, perceivers indicated more motivation to individuate (Study 3) and were more successful individuating them (Studies 4 and 5). Finally, we showed that increased self-similarity mediated the relationship between targets’ mental sophistication and perceivers’ motivation to individuate (Study 6). These findings indicate ascribing sophisticated mental faculties to others has implications for how we individuate them.


First Monday ◽  
2005 ◽  
Author(s):  
Kevin McGee ◽  
Jörgen Skågeby

This paper is included in the First Monday Special Issue: Music and the Internet, published in July 2005. Special Issue editor David Beer asked authors to submit additional comments regarding their articles. When we were asked to specify the licensing terms for publishing our article, the issue of gifting suddenly seemed personal: as authors of a research paper on gifting, we had to ask ourselves and each other some hard questions about gifting our own work. In an earlier day, the issues were somewhat simpler. Copyright was not automatically bestowed on all published works, the term of copyright wasn't a moving target, and the results of publicly-funded research were typically assumed to belong to the public. Although we have decided to explicitly gift our paper into the public domain, we each initially had different responses to the licensing question -- and the ensuing discussions revealed a number of different assumptions, beliefs, hopes and expectations. In this sense, it probably parallels many of the current debates worldwide about the relationship between public interest and copyright, trademarks, and patents. Hopefully, the larger debates can occur with due public oversight, representation, and accountability. In this sense, the debates and their consequences are personal for all of us. File–sharing has become very popular in recent years, but for many this has become synonymous with file–getting. However, there is strong evidence to suggest that people have strong giving (or gifting) needs. This evidence suggests an opportunity for the development of gifting technologies — and it also suggests an important research question and challenge: what needs and concerns do gifters have and what technologies can be developed to help them? In this paper, we discuss the existing literature on gifting, report on an initial study of gifting in an online sharing community, and suggest some ways the study results can inform future research into gifting desires — as well as the design of specific gifting technologies.


2018 ◽  
Vol 18 (1) ◽  
pp. 73-82
Author(s):  
Firman Edigan ◽  
Deny Pratama Putra

[ID] PT PLN Rayon Tembilahan adalah perusahaan yang bergerak di bidang penyediaan tenaga listrik, pada penelitian awal terdapat pekerja pada shift siang masih banyak pekerja yang tidak menggunakan APD dengan lengkap sesuai dengan bagian pekerjaanya. Tujuan penelitian ini untuk mengetahui hubungan pengetahuan pekerja, kondisi lingkungan, ketersediaan sarana, pengawasan terhadap penggunaan APD pada pekerja teknisi mesin di PT PLN Rayon Tembilahan. Metode penelitian yang digunakan adalah penelitian kuantitatif dengan desain penelitian Cross Sectional. Sampel dalam penelitian ini menggunakan total sampling dimana pekerja teknisi mesin di PT PLN Rayon Tembilahan yang berjumlah 35 orang. Analisis data secara univariat dan bivariat dengan uji-square. Hasil penelitian yang diperoleh tidak ada hubungan pengetahuan dengan penggunaan APD dengan nilai p=0,899, adanya hubungan kondisi lingkungan dengan penggunaan APD dengan nilai p=0,022 dan diperoleh nilai OR=8,500, adanya hubungan sarana prasarana  dengan penggunaan APD dengan nilai p=0,031 dan diperoleh nilai OR=6,857, tidak ada hubungan pengawasan dengan penggunaan APD dengan nilai p=0,854 dan diperoleh nilai OR=1,429. Diharapkan kepada pihak PLN Rayon Tembilahan agar memperihatikan kondisi lingkungan kerja  dan bisa melengkapi sarana prasarana untuk pekerja agar dapat mengurangi resiko terhindar dari kecelakaan kerja. [EN] PT PLN Rayon Tembilahan is a company in the provision of electric power, In the initial study there are workers in the afternoon shift there are still many workers who do not use the complete PPE related with their work, the purpose of this study to determine the relationship of worker knowledge, environmental conditions, the availability of facilities, supervision of the use of PPE on workers in the engine technician PT PLN Rayon Tembilahan. The research method used is quantitative research with Cross Sectional research design. The sample in this research use total sampling where machine technician workers in PT PLN Rayon Tembilahan which amounted to 35 person. Univariate and bivariate data analysis with square test. The result of this research is no correlation with the use of PPE with p = 0,899, there is relation of environmental condition with PPE usage with p value = 0,022 and obtained value OR = 8,500, there is correlation of facility of infrastructure by using PPE with p value = 0,031 and Value OR = 6.857, there is no relationship of supervision with the use of PPE with the value p = 0.854 and obtained the value OR = 1.429. It is expected to PLN Rayon Tembilahan to envisage the condition of the work environment and can equip the infrastructure for workers to reduce the risk of avoidance of work accident.  


Author(s):  
Y. Zhang ◽  
J. K. Gershenson ◽  
S. Allamneni

Abstract Modular product design allows the designer to control the degree to which changes in requirements affect the product. By promoting interchangeability, modularity also gives designers more flexibility, with decreased cycle time, to meet changing requirements. Specific advantages associated with modular products include economies of scale, standardization of assemblies, minimization of assembly time, improved serviceability, and many more. Modular architecture is traditionally made up of functionally independent clusters of components. Past definitions of modularity have centered on a one-to-one correspondence between form and function. An expanded definition of product modularity has been used, which not only includes function, but also form and life-cycle process (manufacture, assembly, retirement, etc.) relationships. Modules contain a large number of components having very few similarities and dependencies on components not in the same module. This definition of product modularity differs from most, due to the inclusion of the similarity aspect. Modular products that are modular with respect to retirement are well designed for reuse, remanufacturing, recycling, and disposal. Apart from addressing the incorporation of product retirement into product modularity, a comparison of retirement costs and product modularity has been shown in this paper. Comparing costs with modularity is essential since cost is a major factor in the success of a product. Any design change made to improve retirement modularity will be practical only if the benefits accrued from an environment-friendly design are coupled with decreased costs due to the design change. One question that remains to be addressed is — do improvements in product modularity always decrease retirement costs? In this paper, an existing modular design method was focused on product retirement. Our initial study of the modularity-cost relationship is based upon the retirement of a consumer flashlight. We took a single flashlight and redesigned it, making it more modular, using a modular design method. The method has a set of guidelines helping in direct product development towards modular products. These are: 1. Eliminate the modules if they are not necessary. 2. Eliminate individual components of the modules. 3. Shift die components to other modules to increase the relative modularity of the product. 4. Redesign the attributes of the components to decrease or eliminate similarities or dependencies with outside components or increase similarities with components of the same module. After completing the modular design method, we measured the product modularity and retirement cost of the product at each intermediate stage of redesign. Costs associated with retirement including, recycling, reuse, remanufacturing, and disposal were measured at each stage using the cost equations listed below. The result of the research in this paper is studying the relationship between measured retirement modularity and product retirement costs. Statistical analysis of the flashlight data was carried out to look at the relationships between relative modularity, number of design changes made, and retirement cost. Our initial study of the relationship between product modularity and product retirement costs showed several trends. As was the hypothesis of this work, as product modularity and retirement modularity increase, product retirement costs tend to decrease. However, this trend is not as strong as previous literature has assumed. Our study of this hypothesis was complete but limited in scope. We have begun follow on research that expands this work to additional products and additional life-cycle stages.


1989 ◽  
Vol 32 (1) ◽  
pp. 78-82 ◽  
Author(s):  
Mary Ann Toner ◽  
Floyd W. Emanuel

Direct magnitude estimation (DME) and equal-appearing interval (EAI) ratings of the perceived roughness of isolated sustained vowel samples (/a/ and /i/) were obtained. The linear and curvilinear relationship between the resulting EAI and DME ratings was then examined. That relationship was found to be more strongly curvilinear than linear, a characteristic of a prothetic continuum. The amount of variance accounted for by a curvilinear model of the relationship, however, was minimally more than that accounted for by a linear model. The findings thus suggest that the roughness continuum manifests no more than "a little" protheticness, if any. It does not seem clear from this initial study that there is greater validity associated with roughness ratings obtained by the DME than the EAI method. Rather, the findings suggest that a small degree of such advantage may exist, but it may be too small to be of practical consequence in many instances.


2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Alfred Presbitero ◽  
Mendiola Teng-Calleja ◽  
Elaine Farndale

PurposeStudies have explored perceptions of human resource management (HRM) system strength and how they can relate to employee-level outcomes. However, the authors understand little about the boundary conditions for such relationships. Here, the authors apply signaling theory to explain the relationship between HRM system strength and affective commitment as well as the role of an organization's communication climate and organizational collectivism.Design/methodology/approachThe authors conducted an initial study among HR practitioners (N = 115) to determine their perception of HRM system strength, its outcomes and boundary conditions. The authors then conducted a second study to increase the reliability of our earlier findings by focusing on non-HR employees (N = 179).FindingsThe findings in both studies indicate that employee perceptions of HRM system strength positively and significantly relate to affective commitment. Moreover, the results show support for the moderating roles of both communication climate and organizational collectivism. These findings are novel and extend the nomological network of employee perceived HRM system strength.Originality/valueThese findings offer valuable practical insights regarding approaches to strengthen the relationship between HRM system strength and affective commitment. In particular, we offer practical recommendations pointing to the relevance of improving the communication climate as well as the sense of belonging within the organization (organizational collectivism).


2011 ◽  
pp. 83-99
Author(s):  
Zarina Shukur ◽  
Norasikin Fabil ◽  
Shahrul Azman Mohd. Noah ◽  
Juhana Salim

Pengajian dalam Sains Hadith melibatkan banyak rujukan terhadap kitab-kitab lama yang ditulis oleh ulama tersohor zaman lampau. Elemen utama dalam pengajian tersebut adalah semakan terhadap kesahihan hadith. Walaupun era teknologi maklumat mempunyai kecanggihannya tersendiri, namun kewibawaan ulama lampau dalam merekodkan maklumat penting serta metodologi semakan kewibawaan hadith masih tidak dapat ditandingi. Oleh itu, kajian ini membincangkan bagaimana maklumat dalam kitab-kitab lampau berkait dengan pengajian Sains Hadith, dapat dipindahkan ke dalam pangkalan data, dan seterusnya dipaparkan secara visual. Untuk sokongan analisis hadith, peraturan formal yang mencerminkan logik rantaian perawi, diikuti dengan ilustrasi pergerakan hadith dengan memvisualkan hubungan antara perawi bagi hadith tersebut dibincangkan. Hubungan paling ringkas iaitu menggunakan daripada X kepada Y adalah asas kepada ilustrasi ini. Manakala hanya maklumat nama perawi yang dipertimbangkan pada masa ini. Seterusnya, satu prototaip Alat Pemvisual Perawi Hadith (APPH) yang berfungsi untuk memaparkan secara visual hubungan ini telah dibangunkan. Kata kunci: Tertib perkaitan; Ilustrasi perawi hadith; visualisasi This paper discusses about formal principle that represents the chain of hadith narrators, followed by an illustration of hadith movement by visualizing the relationship among the narrators of the hadith. This illustration is based on the simplest form of relationship that is from X to Y. At a moment, only the narrators name is considered in this initial study. A Hadith Narrators Visualization Tool is developed as a prototype of this work. Key words: Relationship rule; hadith narrators illustration; visualization


1993 ◽  
Vol 10 (4) ◽  
pp. 359-370 ◽  
Author(s):  
Greg Reid

Physical activity participation of persons with disabilities might be enhanced by careful application of motor behavior research to instructional settings. However, it is argued that this research is not easily stated in terms that are useful to practitioners. The purpose of this paper is to examine the relationship between theoretical research and practice, and to suggest research strategies that will translate findings into helpful information for instruction. A number of applied research strategies are proposed, intended to gradually move from laboratory-inspired problems to issues applicable in typical instructional settings. These strategies include a clear conceptual rationale for including people with disabilities in the research, task modifications, a powerful initial study, replications, investigating interactions, conducting comparative studies, modifying the unit of analysis, generalization, and instructional considerations.


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