Miracle-dz/UniFAR-FTUs huggingface dataset:
Influence Mechanism of Organizational Quality Acquired Immune on Quality Performance Based on Immune perspective

Based on the perspective of immune, this study builds a model of the relationship between organizational quality acquired immune and quality performance, and explains the mediating effect of quality culture, organizational learning, and moderating effect of knowledge integration capabilities. Based on the results of a questionnaire investigation of senior middle and senior management personnel from 324 manufacturing companies in the eastern region, Bootstrap was used to conduct an empirical study on the relationship between organizational quality acquired immune, quality performance, dual learning, quality culture, and knowledge integration capabilities. The empirical results show that organizational quality acquired immune can not only improve quality performance through dual learning, but also improve quality performance with the help of quality culture. After considering the enterprise’s knowledge factors, it is concluded that the relationship between knowledge integration capabilities and dual learning and quality performance The intensity has a significant regulating effect.
Don't Yank My Chain: Auditable NF Service Chaining

Auditing is a crucial component of network security practices in organizations with sensitive information, such as banks and hospitals. Unfortunately, network function virtualization (NFV) is viewed as incompatible with auditing practices which verify that security functions operate correctly. In this paper, we bring the benefits of NFV to security-sensitive environments with the design and implementation of AuditBox. AuditBox not only makes NFV compatible with auditing, but also provides stronger guarantees than traditional auditing procedures. In traditional auditing, administrators test the system for correctness on a schedule, e.g., once per month. In contrast, AuditBox continuously self-monitors for correct behavior, proving runtime guarantees that the system remains in compliance with policy goals. Furthermore, AuditBox remains compatible with traditional auditing practices by providing sampled logs which still allow auditors to inspect system behavior manually. AuditBox achieves its goals by combining trusted execution environments with a lightweight verified routing protocol (VRP). Despite the complexity of routing policies for service-function chains relative to traditional routing, AuditBox’s protocol introduces 72-80% fewer bytes of overhead per packet (in a 5-hop service chain) and provides 61-67% higher goodput than prior work on VRPs designed for the Internet.
Influence of Resistant Corn Leaf Tissue on the Biology of the European Corn Borer

Host-plant resistance to surviving 1st-brood larvae of Ostrinia nubilalis (Hubner) was studied by feeding the larvae fresh tissue of corn leaf from 3 corn inbred lines. The lines (WF9 = susceptible, Oh43 = resistant, CI.31A = highly resistant) were tested at midwhorl and late-whorl stages of plant development. Mortality was higher among larvae fed resistant tissue and higher among larvae fed tissue from the mid-whorl stage. The percentages of larval death were linearly related to concentrations of DIMBOA (2,4-dihydroxy-7-methoxy-2H-1,4-benzoxazin-3-(4H)-one) in the tissue. Insects fed resistant tissue developed slower, weighed less, mated less successfully, and produced fewer egg masses than those fed susceptible tissue, but viability and size of the egg masses were not affected. Thus, insects fed susceptible late-whorl tissue produced 60 offspring for each offspring produced by insects fed highly resistant mid-whorl tissue.
Malware Detection in Android Devices using System calls under Dynamic Analysis

-This paper is focused on Android malware detection using system calls under dynamic analysis. Basically, the two main analysis techniques utilized for Android Malware detection are:Static Analysis and Dynamic Analysis. Static analysis ,which is used for Android malware detection makes use of signatures to detect malicious applications. The features are extracted from the application without executing it. It can accurately detect malware by extracting signatures from test data and then comparing the test data with the signature samples of virus and benign samples. But, this examination experiences code obfuscation procedures which the Malware creators utilize to sidestep from static discovery strategies. Therefore, it is important to focus on dynamic analysis where code of an application is analyzed at the time of it’s execution. System calls have been heavily utilized to detect malicious behavior of applications under dynamic Analysis.As,Current state-of-the-art research shows that recently, researchers and other organizations prefer applying machine learning methods for malware analysis and detection . Hence, this work is focused on observing the system call logs, constructing the robust dataset utilizing the same and classifying application as benign or malware with the help of machine learning models.Moreover,it involves validating the performance of these models using different evaluation metrices and identifying the best predictive model.An experimentation is further done based on intuitive realization to eventually confirm that an application from a certain category demands similar system calls utilized by other applications in that category.Our analysis reveals the similarities and differences between benign and malware system calls invoked by applications of certain category and shows how frequenciesof these system calls help us in analyzing the behavior of malicious activity during run time.
Use of spellcheck in text production by college students with dyslexia

It is widely assumed that by identifying spelling errors and suggesting replacement words, spellcheck allows writers to revise spelling errors even if they do not have the necessary spelling knowledge. However, there have been no studies evaluating the efficacy of modern spellcheck tools for students with spelling difficulties, such as dyslexia. In fact, the very limited and dated research into use of spellcheck by writers with dyslexia indicated that, even when using spellcheck to revise spelling errors, this group left many misspellings in their texts. The current study is the first to investigate whether a modern spellcheck program allows college students with dyslexia to produce texts that are as free from misspellings as texts by their peers, and whether this affects the quality of the text in other ways. College students with dyslexia (n=18) and a control group of peers (n=18) wrote two short essays using Microsoft Word, one with spellcheck active and one without spellcheck active. Spelling accuracy and overall quality of the texts were measured. Without spellcheck, texts by students with dyslexia contained more misspellings than texts by the control group, however, when writing with spellcheck active, students from both groups left almost zero misspelled words in their texts. Text quality was not affected. Results demonstrate that spellcheck helps college students with dyslexia to overcome the limitations that poor spelling knowledge imposes. Importantly, results indicate that spellcheck does not lead to improvements in text beyond spelling accuracy or lead to poorer quality texts, indicating that it is suitable for use in exam conditions.
NANO FILLED POLYBENZIMIDAZOLE (PBI) FILM COATING FOR IMPROVED ENVIRONMENTAL PERFORMANCE IN SPACE

The spacecraft in the low earth orbit (LEO) is influenced by many parameters like Atomic oxygen, High Vacuum, thermal cycling, Ultraviolet radiation and MMOD impacts. It is essential to study the response of the material in these conditions because they have a degradatory effect on the material. This paper discusses about an approach to improve the structural performance of the composite structure (CFRP) for space applications using carbon nanotube (CNT) as a filler in a Polybenzimidazole (PBI) film coated on the composite structure. A 2 wt% CNT/PBI film was coated mechanically and cured in a vacuum oven. The PBI/CFRP and the CNT-PBI/CFRP coated samples were studied for LEO environment test for effective radiation shielding and hypervelocity impact test for energy absorption. The use of CNTs in the PBI coating improved the shielding performance in LEO by 35.21%. SEM analysis also showed that the surface cracks decreases with the introduction of CNTs. However, there was no significant improvement noticed in the hypervelocity impact tests for a similar value of film thickness.
Modified SEPIC Convertor based Induction Motor Drive

The request for developing power quality of the AC system has drawn excessive interest during the recent years. The increased usage of power electronic devices, such as variable speed drives, uncontrolled rectifiers and other switching devices, affects the power quality of the utility grid significantly. The SEPIC converter is selected because of its numerous advantages over buck, boost and buck-boost converter. The bridgeless SEPIC converter has numerous advantages compared to the ordinary bridge converter. It reduces the complexity of the control circuit, can be easily implemented. The SEPIC converter operating in continuous conduction mode is explained in this paper. This SEPIC converter is capable of giving high power factor and low harmonic distortion. The implementation of this Bridgeless model in the SEPIC converter operating in Discontinuous conduction mode is the main outcome of my project and how it works. Applications: Balanced three phase equipment and single phase equipment, portable power tools, All lighting equipment, single phase (below 600W).
The Role of Prophylactic Antibiotics in the Management of Post Surgical wound Infection

Introduction: Prophylactic antibiotics have been shown to be effective in reducing the incidence of febrile morbidity associated with surgical operations. Surgical site infections (SSI’s) account for approximately 15% of nosocomial infections and are associated with prolonged hospital stays and increased costs. Objective: To improve the outcome and to reduce the time stay at the hospital. To determine the independent risk factors for post surgical infection. To decrease the incidence of post surgical wound infection. Study Design: An intervention randomized study. Aim of the work: To evaluate the efficacy of prophylactic antibiotics in reducing the incidence of post surgical wound infection. Place and Duration: Department of Obstetrics and Gynecology, Department of Surgery and Department of urology, Faculty of Medicine Al-Azhar University from January to June 2011. Patient and Method: Three hundred patients undergoing surgical operations were enrolled in this study and classified into two groups: Group1:150 patients received parental prophylactic antibiotics, 1st dose at the time of induction of anesthesia, 2nd dose after 12hs from the surgery. Group2: 150 patients received oral antibiotics for five days postoperative. Results: In this study ,Total 300 patients were enrolled,6 patients from group 1 developed wound infection(4%),39 patients from group 2 developed wound infection(26%) ,with prolonged stay at the hospital,2.3 days in group1, and 4.9 days in group 2.
Crack Segmentation Based on Deep Learning

II 目 录 . III 第一章 绪 论 . 1 1.1 课题研究背景与意义 . 1 1.2 国内外研究现状 . 2 1.3 主要研究内容 . 4 1.4 章节安排 . 5 第二章 深度学习模型理论 . 6 2.1 深度学习的概念和发展 . 6 2.2 卷积神经网络基本结构 . 7 2.3 经典卷积神经网络 . 9 2.4 常用的深度学习框架 . 12 2.5 本章小结 . 14 第三章 裂缝图像分割模型的构建 . 15 3.1 裂缝图像分割目标 . 15 3.2 Unet . 16 3.3 用 Unet 对裂缝图像分割问题建模 . 20 3.4 本章小结 . 23 第四章 裂缝图像分割模型的压缩 . 24 4.1 模型压缩框架 . 24 4.2 蒸馏压缩 . 25 4.3 通道剪枝 . 30 4.4 总体压缩结果 . 33 4.5 本章小结 . 38 第五章 裂缝图像分割在手机端上的实现 . 39 5.1 模型建立与模型压缩的程序实现 . 39
Staff Quality Assurance Program: The Houston Plan.

The quality of the American way of life, remaining a Preparation, Methodology, and New Methodology and free, democratic and productive society, is directly Technology, related to the ability of schools to produce literate grad uates. The United States is lagging behind other nations Functional Academic Skills in productivity. The loss of productivity is evident in many ways: the loss of a competitive edge with other This skill component describes those reading, writing nations, unemployment, and a depressed economy. This and mathematics skills deemed essential for every loss of productivity, like Sputnik in 1957, has caused the teacher in the district. The district cannot expect to pro public to question our educational system and particuduce students who are proficient in the functional aca larly the quality of our teachers. The competence of all demie skills unless those who educate students are them teachers is the single most important element in a quality selves literate in these skills. Basic proficiencies in educational system. Competent teachers produce comreading, writing and mathematics are clearly a funda petent students. mental requirement of teaching. The following outlines the components of the three areas within functional aca Texas has joined the growing number of states that have passed laws to measure and raise the academic standards of teachers entering the profession. These prospective teachers will be required to pass a basic skills test prior to admittance to teacher education programs. demie skills:
On Spacetime Duality and the Astromechanics of a Dual Universe

Recent astronomical measurements of the fine structure constant revealed it varies slightly through specific directions, which could indicate a directional/anisotropic universe. A curvature in complex spacetime can be interpreted as spatial warping evolution along with its travel through the imaginary time dimension. Complex spacetime worldlines of the universe spatial factor evolution through the imaginary time are utilised to construct a potential cosmic topology. The worldlines of a positively curved universe governed by gravity alone revealed ∓ solutions, which imply that the matter and antimatter could be evolving in opposite directions as distinct universe sides; potentially corroborating the axis of the cosmic microwave background and the directional universe. The model indicates a phase of decelerating spatial expansion during the first ~9 Gyr, which is followed by a second phase of accelerating expansion; theoretically resolving the tension in the Hubble parameter measurements, with predicted density at the phase transition of Ωt = ~ 1.12 > 1. Additionally, it predicts a final time-reversal phase of spatial contraction leading to a Big Crunch, signalling a cyclic universe. On the spacetime duality, simulations of the spacetime continuum flux along with its predicted worldlines demonstrated the fast-orbital speed of stars due to an external momentum exerted on galaxies via curvature through the imaginary time dimension. These findings indicate the antimatter can exist as a distinct side, which influences the evolution of the universe.
Etiology and Risk Factors of Acute and Chronic Pancreatitis

Based on the recognition of common etiological and genetic risk factors, acute and chronic pancreatitis are increasingly regarded as a continuum of the same disease, with a significant overlap of clinical manifestations and phenotypes but distinct morphological and imaging appearances. Recent population-based and cohort studies have found that tobacco smoke conveys a greater risk than immoderate alcohol consumption for the development of chronic pancreatitis, and hypertriglyceridemia has been identified as a risk factor for acute pancreatitis – even when plasma levels are only mildly elevated. Hereditary pancreatitis, in its autosomal dominant form, is associated with mutations in the cationic trypsinogen gene (PRSS1), whereas a number of germline variations in other genes have been found to represent risk factors for chronic as well as acute pancreatitis. For now, most of these involve the pancreatic digestive protease/antiprotease system. Oftentimes, affected patients are burdened with multiple or accumulating risk factors, and genetic traits when combined with environmental toxins compound the chance of developing the disease. Determining the underlying etiology of pancreatitis is worth the effort since formerly intractable varieties such as autoimmune pancreatitis are now becoming increasingly treatable, and subtype-specific therapeutic modalities may become available.
S CONTINUING THE CONVERSATION : QUESTIONING THE WHO , WHAT , AND WHEN OF LEANING

Lean In has started a worldwide conversation about the representation of women in senior leadership roles. However, the conversation has focused on individual factors that could assist women in their leadership journeys. In this paper, we draw on research about gender stereotypes in three streams (“think manager—think male,” the glass cliff, and childcare) to argue that the who, what, and when of leaning in as presented in this book are problematic. Our synthesis of the literature leads us to conclude that gender stereotypes form subtle systemic barriers to the advancement of significant numbers of women into these roles at the group level. To circumvent these stereotypes, increasing the representation of women in senior leadership roles is a necessary first step, not an eventual outcome. We illustrate our point with an example from the Canadian federal government. To change the numbers of women in top leadership roles, individuals in powerful positions in organizations (mainly men) need to make the proportional representation of women in senior leadership roles a priority—one that is enforced through measurement, tracking, and reinforcement.
RF Photonic Signal Processing with Kerr Micro-Combs: Integration, Fractional Differentiation and Hilbert Transforms

Integrated Kerr micro-combs, a powerful source of many wavelengths for photonic RF and microwave signal processing, are particularly useful for transversal filter systems. They have many advantages including a compact footprint, high versatility, large numbers of wavelengths, and wide bandwidths. We review recent progress on photonic RF and microwave high bandwidth temporal signal processing based on Kerr micro-combs with spacings from 49-200GHz. We cover integral and fractional Hilbert transforms, differentiators as well as integrators. The potential of optical micro-combs for RF photonic applications in functionality and ability to realize integrated solutions is also discussed.
SOQPSK-TG STC : a new decoding scheme for a higher bit rate and a better link budget

To protect telemetry from antenna masking during flight tests, two antennae must be used on-board. To avoid phase opposition of the two transmitted signals at reception, frequency diversity has been used for decades. However with spectrum auctions this technique is no longer compatible with the requirement of higher bit rate. To overcome this issue, well-known modulation format like COFDM may be used at the expense of power efficiency, with few constraints on antennae position. IRIG-106 standard proposed also SOQPSK-TG STC which is efficient both in power and in spectrum at the expense of the antennae position. To demodulate this format a dual-trellis solution has been proposed based on XTCQM representation [1] with results very close to SISO as far as distance between antennae does not exceed half bit delay. Therefore this decoding scheme is a hard decision scheme and consequently is less power efficient when a FEC such as LDPC is used. In this paper a new decoding scheme will be presented with soft decision outputs to increase power efficiency, and with a better tolerance to differential delay.
A Pre-trained Matching Model Based on Self- and Inter-ensemble For Product Matching Task

The product matching task aims to identify that if a pair of product deriving from diﬀerent websites refer to the same product or not. While the accumulated semantic annotations of products make it possible to study deep neural network-based matching methods, product matching is still a challenging task due to suﬀering from the class imbalance and heterogeneity of textual descriptions. In this paper, we directly regard product matching as a semantic text matching problem and propose a pre-trained matching model based on both self-and inter-ensemble. BERT is the main module in our approach for binary classiﬁcation of product pairs. We perform two types of ensemble meth-ods: self-ensemble using stochastic weight averaging (SWA) for the same model, and inter-ensemble combing the prediction of diﬀerent models. Additionally, the focal loss is adopted to alleviate the imbalance problem of positive and negative samples. Experimental results show that our model outperforms existing deep learning matching approaches. The proposed model achieves an F1-score of 85.94% on the test data which ranks second in the SWC2020 on Mining the Web of HTML-embedded Product Data Task One. Our implementation has been released 3 .
Noninvasive Tests for Hepatic Fibrosis

Policy *Please see amendment for Pennsylvania Medicaid at the end of this CPB. Aetna considers transient elastography (e.g., FibroScan) medically necessary for distinguishing hepatic cirrhosis from non-cirrhosis in persons with hepatitis C or other chronic liver diseases (e.g.,hereditary hemochromatosis). Performance of transient elastography more than twice per year is considered not medically necessary. Performance of transient elastography within 6 months following a liver biopsy, FibroTest­ ActiTest/HCV-Fibrosure is considered not medically necessary. Transient elastography is considered experimental and investigational for all other indications (e.g., detection of esophageal varices in individuals with cirrhosis, diagnosis of acute cellular rejection following liver transplantation, diagnosis of glycogenic hepatopathy, and diagnosis of portal hypertension).
PD-L1 Expression Level Displays a Positive Correlation with Immune Response in Pancreatic Cancer

The expression of PD-L1 could be a novel biomarker which predicts that patients are more likely to respond to immunotherapy. Our study investigated the relationship among clinicopathological characteristics, prognosis, PD-L1 expression levels, and FOXP3+ Treg infiltration. In addition, the relationship among clinicopathological characteristics, prognosis, PD-L1 expression levels, and FOXP3+ Treg infiltration was explored. Furthermore, the relationship between PD-L1 expression and FOXP3+ Treg infiltration was examined. We found that 41.3% of pancreatic cancer patients had PD-L1-positive staining; both PD-L1 expression levels and FOXP3+ Treg infiltration were significantly associated with depth of invasion, lymph node metastasis, distant metastasis, and pTNM. In addition, PD-L1 expression and FOXP3+ Treg infiltration also could be prognostic biomarkers for pancreatic cancer.