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A Novel Approach to Design Distribution Preserving Framework for Big Data

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Intelligent Automation & Soft Computing 2023年第3期35卷 2789-2803页

作者： mini Prince P.m.joe Prathap Department of Information Technology St.Peter’s College of Engineering and TechnologyChennai600054TamilnaduIndia Department of Information Technology R.M.D Engineering CollegeChennai601206TamilnaduIndia

In several fields like financial dealing,industry,business,medicine,et cetera,Big Data(BD)has been utilized extensively,which is nothing but a collection of a huge amount of ***,it is highly complicated along with time-consuming to process a massive amount of ***,to design the Distribution Preserving Framework for BD,a novel methodology has been proposed utilizing manhattan Distance(mD)-centered Partition Around medoid(mD–PAm)along with Conjugate Gradient Artificial Neural Network(CG-ANN),which undergoes various steps to reduce the complications of ***,the data are processed in the pre-processing phase by mitigating the data repetition utilizing the map-reduce function;subsequently,the missing data are handled by substituting or by ignoring the missed *** that,the data are transmuted into a normalized ***,to enhance the classification performance,the data’s dimensionalities are minimized by employing Gaussian Kernel(GK)-Fisher Discriminant Analysis(GK-FDA).Afterwards,the processed data is submitted to the partitioning phase after transmuting it into a structured *** the partition phase,by utilizing the mD-PAm,the data are partitioned along with grouped into a ***,by employing CG-ANN,the data are classified in the classification phase so that the needed data can be effortlessly retrieved by the *** analogize the outcomes of the CG-ANN with the prevailing methodologies,the NSL-KDD openly accessible datasets are *** experiential outcomes displayed that an efficient result along with a reduced computation cost was shown by the proposed *** proposed work outperforms well in terms of accuracy,sensitivity and specificity than the existing systems.

关键词： Big data artiﬁcial neural network ﬁsher discriminant analysis distribution preserving framework manhattan distance

The biological stress of early weaned piglets

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Journal of Animal Science and Biotechnology 2013年第2期4卷 124-127页

作者： Joy m Campbell joe D Crenshaw Javier Polo APC Inc. 2425 SE Oak Tree CourtAnkenyIA USA

Pigs experience biological stress such as physiological, environmental, and social challenges when weaned from the sow. The process of weaning is one of the most stressful events in the pig＇s life that can contribute to intestinal and immune system dysfunctions that result in reduced pig health, growth, and feed intake, particularly during the first week after weaning. Technological improvements in housing, nutrition, health, and management have been used to minimize some of the adverse effects of weaning stress, but a greater understanding of the biological impact of stress is needed to improve strategies to overcome weaning stress. The focus of this review paper is to briefly describe how the biological stress associated with weaning impacts intestinal morphology, structure, physiology, and intestinal immune responses that can impact subsequent production efficiencies such as growth, intake, morbidity, and mortality.

关键词： Biological stress Intestine Pig Weaning

DEGREE 3 ALGEBRAIC mINImAL SURFACES IN THE 3-SPHERE

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Acta mathematica Scientia 2012年第6期32卷 2065-2084页

作者： joe S.Wang 4 Ricado Ln St.LauisM063124USA

We give a local analytic characterization that a minimal surface in the 3-sphere S3 C R4 defined by an irreducible cubic polynomial is one of the Lawson＇s minimal tori. This provides an alternative proof of the result by Perdomo （Characterization of order 3 algebraic immersed minimal surfaces of S3, Geom. Dedicata 129 （2007）, 23 34）.

关键词： algebraic minimal surface 3-sphere cubic polynomial

Characterization of the surface and interfacial properties of the lamina splendens

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Frontiers of mechanical Engineering 2017年第2期12卷 234-252页

作者： joe T. REXWINKLE Heather K. HUNT Ferris m. PFEIFFER mechanical Engineering University of Missouri Columbia MO 65211USA Bioengineering University of Missouri Columbia MO 65211 USA Orthopaedic Surgery University of Missouri Columbia MO 65211USA

Joint disease affects approximately 52.5 mil- lion patients in the United States alone, costing 80.8 billion USD in direct healthcare costs. The development of treatment programs for joint disease and trauma requires accurate assessment of articular cartilage degradation. The articular cartilage is the interfacial tissue between articu- lating surfaces, such as bones, and acts as low-friction interfaces. Damage to the lamina splendens, which is the articular cartilage＇s topmost layer, is an early indicator of joint degradation caused by injury or disease. By gaining comprehensive knowledge on the lamina splendens, particularly its structure and interfacial properties, researchers could enhance the accuracy of human and animal biomechanical models, as well as develop appro- priate biomimetic materials for replacing damaged articu- lar cartilage, thereby leading to rational treatment programs for joint disease and injury. Previous studies that utilize light, electron, and force microscopy techniques have found that the lamina splendens is composed of collagen fibers oriented parallel to the cartilage surface and encased in a proteoglycan matrix. Such orientation maximizes wear resistance and proteoglycan retention while promoting the passage of nutrients and synovial fluid. Although the structure of the lamina splendens has been explored in the literature, the low-friction interface of this tissue remains only partially characterized. Various functional models are currently available for the interface, such as pure boundary lubrication, thin films exuded under pressure, and sheets of trapped proteins. Recent studies suggest that each of these lubrication models has certain advantages over one another. Further research is needed to fully model the interface of this tissue. In this review, we summarize the methods for characterizing the lamina splendens and the results of each method. This paper aims to serve as a resource for existing studies to date and a roadmap of t

关键词： cartilage lamina splendens characterization,biomechanics orthopaedic review

Incidence rate of prostate cancer in men treated for erectile dysfunction with phosphodiesterase type 5 inhibitors： retrospective analysis

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Asian Journal of Andrology 2013年第2期15卷 246-248,I0008页

作者： Anthony H Chavez K Scott Coffield m Hasan Rajab Chanhee joe Departments of Urology Scott & White Healthcare Temple Texas 76508 USA Departments of Biostatistics Scott & White Healthcare Temple Texas 76508 USA Deparment of Biostatistics College of Medicine Alfaisal University Riyadh 11533 Saudi Arabia

The purpose of this study was to determine the incidence rate of prostate cancer among men with erectile dysfunction （ED） treated with phosphodiesterase type 5 inhibitors （PDE-5i） over a 7-year period vs. men with ED of the same age and with similar risk factors who were not treated with PDE-5i. In a retrospective review of electronic medical records and billing databases between the years 2000 and 2006, men with ED between the ages of 50 and 69 years and no history of prostate cancer prior to 2000 were identified. These individuals were divided into two groups： 2362 men who had treatment with PDE-5i, and 2612 men who did not have treatment. Demographic data in each group were compared. During the study period, 97 （4.1%） men with ED treated with PDE-5i were diagnosed with prostate cancer compared with 258 （9.9%） men with ED in the non-treated group （P〈00001）. A higher percentage of African Americans were treated with PDE-5i vs. those who were not （10.5% vs. 7.1%; P〈O.O001）. The PDE-5i group had lower documented diagnosis of elevated prostate-specific antigen （10.0% vs. 13.1%; P=-0.0008） and higher percentage of benign prostatic hyperplasia （38.4% vs. 35.1%; P=0.0149）. men with ED treated with PDE-5i tended to have less chance （adjusted odds ratio： 0.4; 95% confidence intervals： 0.3-0.5; P〈0.0001） of having prostate cancer. Our data suggest that men with ED treated with PDE-5i tended to have less of a chance of beine diaenosed with orostate cancer. Further research is warranted.

关键词： erectile dysfunction (ED) phosphodiesterase 5 inhibitors (PDE-5i) prostate cancer prostatic neoplasms

A bipolar verdazyl radical for a symmetric all-organic redox flow-type battery

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Journal of Energy Chemistry 2019年第7期28卷 52-56页

作者： Grant D.Charlton Stephanie m.Barbon joe B.Gilroy C.Adam Dyker Department of Chemistry University of New BrunswickFredericton E3B 5A3New BrunswickCanada Department of Chemistry and the Centre for Advanced materials and Biomaterials Research(CAmBR) The University of Western OntarioLondon N6A 5B7OntarioCanada

A symmetric all-organic non-aqueous redox flow-type battery was investigated employing the neutral small molecule radical 3-phenyl-1,5-di-p-tolylverdazyl,which can be reversibly oxidized and reduced in one-electron processes,as the sole charge storage *** voltammetry of the verdazyl radical in 0.5 m tetrabutylammonium hexa fluoro phosphate(TBAPF6)in acetonitrile revealed redox couples at-0.17 V and-1.15 V ***+/Ag,leading to a theoretical cell voltage of 0.98 *** the dependence of peak currents on the square root of the scan rate,diffusion coefficients on the order of 4 x 10 6 cm2 s-1 were *** performance was assessed in a static cell employing a Tokoyuma AHA anion exchange membrane,with 0.04 m verdazyl as catholyte and anolyte in 0.5 m TBAPF6 in acetonitrile at a current density of 0.12 mA *** coulombic efficiencies were good(94%-97%)throughout the experiment,the capacity faded gradually from high initial values of 93%of the theoretical discharge capacity to 35%by the 50th *** and energy efficiencies were 68%and 65%,*** analysis by cyclic voltammetry revealed that decomposition of the active material with cycling is a leading cause of cell degradation.

关键词： All-organic redox flow battery Energy storage Verdazyl radicals Organic radical Coin cell

Double gallstone ileus

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Hepatobiliary & Pancreatic Diseases International 2008年第4期7卷 437-439页

作者： Aamir Z Khan joe Nariculum Stefano m Andreani Adam Stacey-Clear Department of Surgery East Surrey Hospital Canada AvenueRedhillSurreyRH1 5RHUK Whipps Cross Hospital LeytonstoneUK

BACKGROUND:Gallstone ileus remains a rare but important cause of intestinal obstruction. mETHOD:We present a unique case of two gallstones causing intestinal obstruction at the same time. RESULTS:A 90-year-old lady presented with signs and symptoms of small bowel *** operation,two gallstones stuck at different points within the bowel were causing the obstruction and were removed. CONCLUSION:When operating on patients with small bowel obstruction from gallstone ileus,examination of the entire small bowel should be considered mandatory.

关键词： gallstones intestinal obstruction ileus

multidisciplinary management of patients with post-inflammatory pancreatic necro

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Hepatobiliary & Pancreatic Diseases International 2021年第1期20卷 1-3页

作者： Santhalingam Jegatheeswaran joe Geraghty Ajith K Siriwardena Regional Hepato-Pancreato-Biliary Surgery Unit Manchester Royal InfirmaryOxford RoadManchester M139WLUK Department of Gastroenterology Manchester Royal InfirmaryOxford RoadManchester M139WLUK Faculty of Biology Medicine and HealthUniversity of ManchesterManchester M139PLUK

Current knowledge of the pathophysiology of acute pancreatitis indicates that pancreatic injury originates at the acinar cell level and then extends through a spectrum of damage ranging from mild peri-acinar inflammatory infiltration and edema to extensive pancreatic parenchymal and peri-pancreatic necrosis[1,2].Clinical acute pancreatitis correlates closely with this range of injury with the majority of patients experiencing mild disease,some having transient organ dysfunction which typically recovers after adequate resuscitation(moderate acute pancreatitis)and a variable minority exhibiting sustained organ failure together with radiological evidence of pancreatic necrosis(severe acute pancreatitis)[2,3].Worldwide,the management of this latter category of patients with severe acute pancreatitis remains a *** is no effective direct medical treatment and there is no role for early pancreatic debridement[3,4].This article provides a concise summary of current multidisciplinary management of patients with post-inflammatory pancreatic necrosis.

关键词： acute patients sustained

Evaluation of seismic potential in a longwall mine with massive sandstone roof under deep overburden

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International Journal of mining Science and Technology 2018年第1期28卷 115-119页

作者： mark A.Van Dyke Wen H.Su joe Wickline Ground Control Branch NIOSHPittsburgh15236 PAUSA Coronado Coal LLC BeckleyWVUSA

A recent seismic event was recorded by a deep longwall mine in Virginia at 3.7 mL on the local magnitude scale and 3.4 mmS by the United States Geological Survey(USGS) in *** investigations by the National Institute for Occupational Safety and Health(NIOSH) and Coronado Coal researchers have shown that this event was associated with geological features that have also been associated with other, similar seismic events in *** mapping and geological exploration in the mining area has made it possible to forecast possible locations for future seismic *** order to use the geology as a forecaster of mining-induced seismic events and their energy potential, two primary components are *** first component is a long history of recorded seismic events with accurately plotted *** second component is a high density of geologic data within the mining *** this case, 181 events of 1.0 mLor greater were recorded by the mine's seismic network between January, 2009, and October, *** the mining area, 897 geophysical logs, 224 core holes, and 1031 fiberscope holes were examined by mine *** this information, it was found that overburden thickness, sandstone thickness, and sandstone quality contributed greatly to seismic *** the data was analyzed, a pattern became apparent indicating that the majority of seismic events occurred under specific *** forecast maps were created based on geology of previous seismic *** forecast maps have shown an accuracy of within 74%–89% when compared to the recorded 181 events that were1.0 mLor greater when considering three major geological criteria of overburden thickness of 579.12 m or greater, 6.096–12.192 m of sandstone within 15.24 m of the Pocahontas number 3 seam, and a longwall caving height of 4.572 m or less.

关键词： Seismic mapping Deep overburden massive sandstone