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A Novel Approach to design distribution Preserving Framework for Big data

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

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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

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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

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Application of the coal mine floor rating(CMFR)to assess the floor stability in a Central Appalachian Coal Mine

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International Journal of Mining Science and Technology 2021年第1期31卷 83-89页

作者： Sena Cicek Ihsan Berk Tulu Mark Van dyke Ted Klemetti joe Wickline department of Mining Engineering West Virginia UniversityMorgantownWV 26505USA National Institute for Occupational Safety and Health Pittsburgh Mining Research DivisionPittsburghPA 15236USA Coronado Global Resources Inc. BeckleyWV 25801USA

Estimating the overall floor stability in a coal mine using deterministic methods which require complex engineering properties of floor strata is desirable,but generally it is impractical due to the difficulty of gathering essential input ***,applying a quantitative methodology to describe floor quality with a single number provides a practical estimate for preliminary assessment of floor *** coal mine floor rating(CMFR)system,developed by the University of New South Wales(UNSW),is a rockmass classification system that provides an indicator for the competence of floor *** most significant components of the CMFR are uniaxial compressive strength and discontinuity intensity of floor *** addition to the competence of the floor,depth of cover and stress notch angle are input parameters used to assess the preliminary floor *** this study,CMFR methodology was applied to a Central Appalachian Coal Mine that intermittently experienced floor *** drill core data,overburden maps,and mine plans were utilized for the ***,qualitative data(failure/non-failure)on floor conditions of the mine entries near the core holes was collected and analyzed so that the floor quality and its relation to entry stability could be estimated by statistical *** was found that the current CMFR classification system is not directly applicable in assessing the floor stability of the Central Appalachian Coal *** order to extend the applicability of the CMFR classification system,the methodology was modified.A calculation procedure of one of the CMFR classification system’s components,the horizontal stress rating(HSR),was changed and new parameters were added to the HSR.

关键词： Rock mass classification Coal mine floor rating(CMFR) Floor heave Floor failure Buckling failure mechanism

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Electrons matter in ferromagnetic criticality

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Science Bulletin 2021年第14期66卷 1369-1371页

作者： joe d.Thompson Jon M.Lawrence Los Alamos National Laboratory Los AlamosNM 87545USA University of California IrvineCA 92697USA

When elemental iron is cooled from high temperatures,magnetic moments carried by its d-electrons begin a continuous transition to a state of parallel aligned moments below its Curie temperature T_(C)of about 1040 *** established in the mid-1900s,the statistical physics of this second order phase transition is universal,independent of the ordering temperature,material structure and chemical composition as well as the character of moment-bearing electrons.

关键词： transition 铁磁 character

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Prediction of Typhoon Tracks Using dynamic Linear Models

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Advances in Atmospheric Sciences 2003年第3期20卷 379-384页

作者： Keon-Tae SOHN H.joe KWON Ae-Sook SUH Pusan KongjuMeteorological Research Institute//KMA National UniversityPusan609-735KoreaNational UniversityKonju314-701KoreaSeoul156-010Korea

This paper presents a study on the statistical forecasts of typhoon tracks. Numerical models have their own systematic errors, like a bias. In order to improve the accuracy of track forecasting, a statistical model called dLM (dynamic linear model) is applied to remove the systematic error. In the analysis of typhoons occurring over the western North Pacific in 1997 and 2000, dLM is useful as an adaptive model for the prediction of typhoon tracks.

关键词： typhoon track forecast systematic error dynamic linear model

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Towards Transgenic Primates:What can we learn from mouse genetics?

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Science China(Life Sciences) 2009年第6期52卷 506-514页

作者： WANG Phillip L. TSIEN joe Z. Brain and Behavior discovery Institute School of MedicineMedical College of Georgia Yunnan Banna Primate disease Model Research Center and Shanghai Institute of Brain Functional GenomicsKey Laboratory of Brain Functional GenomicsMOE & STCSMEast China Normal University

Considering the great physiological and behavioral similarities with humans,monkeys represent the ideal models not only for the study of complex cognitive behavior but also for the preclinical research and development of novel therapeutics for treating human *** powerful genetic tech-nologies initially developed for making mouse models are being explored for generating transgenic primate *** review the latest genetic engineering technologies and discuss the potentials and limitations for systematic production of transgenic primates.

关键词： Non-human primate Mouse Transgene Genetics Learning Memory disease model

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Esophageal cancer:diagnosis and management

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Chinese Journal of Cancer 2010年第10期29卷 843-854页

作者： Steven H.Lin joe Y.Chang department of Radiation Oncology University of Texas M.D.Anderson Cancer Center

Esophageal cancer is the 7th leading cause of cancer deaths *** squamous cell carcinoma is the most prevalent histology internationally,adenocarcinoma of the distal esophagus accounts for nearly 50% of cases in developed countries due to the differences in the etiologic factors such as gastroesophageal reflux disease(GERd) and obesity that *** surgery is the mainstay of treatment of this disease,the utilization of chemoradiation,eitherused postoperatively or neoadjuvantly,has become a standard practice in the United *** is the optimal management approach is still an area of contention,however,and may be different in different regions around the *** article reviews some of these controversies,including the role for surgery in patients treated with definitive *** the end,we will also outline recommendations regarding radiotherapy procedures and techniques.

关键词：食管癌管理诊断放射治疗鳞状细胞癌发达国家组织学利用率

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Insights on the molecular mechanism of neuroprotection exerted by edible bird’s nest and its bioactive constituents

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Food Science and Human Wellness 2023年第4期12卷 1008-1019页

作者： Weiyi Chu Chia Wei Phan Seng joe Lim Abdul Salam Babji department of Pharmaceutical Life Sciences Faculty of PharmacyUniversiti MalayaKuala Lumpur 50603Malaysia Clinical Investigation Centre University Malaya Medical CentreLembah Pantai Kuala Lumpur 59100Malaysia Mushroom Research Centre Universiti MalayaKuala Lumpur 50603Malaysia department of Food Sciences Faculty of Science and TechnologyUniversiti Kebangsaan MalaysiaUKM BangiSelangor 43600Malaysia Innovation Centre for Confectionery Technology(MANIS) Faculty of Science and TechnologyUniversiti Kebangsaan MalaysiaUKM BangiSelangor 43600Malaysia

Neurodegenerative diseases are often associated with the accumulation of oxidative stress and *** bird’s nest(EBN)is a glycoprotein(sialylated mucin glycopeptides)found to be beneficial against neurodegenerative ***,anti-inflammatory,and anti-apoptotic properties of EBN in preserving neuronal cells were widely researched using in vitro and in vivo *** effects of EBN are often linked to its great number of antioxidants and anti-inflammatory *** compounds in EBN,especially sialic acid,add value to neurotrophic potential of EBN and contribute to neuronal repair and *** studies reporting the neuroprotective effects of EBN,their molecular mechanisms,and neuroactive composition were gathered in this review to provide better insights on the neuroprotective effects of EBN.

关键词： Antioxidant Composition Edible bird nest Neurodegenerative disease Neuroprotection Sialylated mucin glycopeptide

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Molecular cloning and comparative analysis of transcripts encoding chemosensory proteins from two plant bugs, Lygus lineolaris and Lygus hesperus

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Insect Science 2020年第3期27卷 404-424页

作者： J.joe Hull Omaththage P.Perera Mei-Xian Wang USdA-ARS Arid Land Agricultural Research Center MaricopaArizonaUSA USdA-ARS Southern Insect Management Research UnitStonevilleMississippiUSA College of Animal Sciences Zhejiang UniversityHangzhouChina

Chemosensory proteins(CSPs)are soluble carrier proteins typically characterized by a six‐helix bundle structure joined by two disulfide bridges and a conserved Cys spacing pattern(C1‐X6‐8‐C2‐X16‐21‐C3‐X2‐C4).CSPs are functionally diverse with reported roles in chemosensation,immunity,development,and *** expand our molecular understanding of CSP function in plant bugs,we used recently developed transcriptomic resources for Lygus lineolaris and Lygus hesperus to identify 17 and 14 CSP‐like sequences,*** Lygus CSPs are orthologous and share significant sequence identity with previously annotated *** of the CSPs are predicted to deviate from the typical CSP structure with either five or seven helical segments rather than *** seven helix CSP is further differentiated by an atypical C3‐X3‐C4 Cys spacing *** transcriptase PCR‐based profiling of CSP transcript abundance in adult *** tissues revealed broad expression for most of the CSPs with antenna specific expression limited to a subset of the *** sequence analyses and homology modeling suggest that variations in the amino acids that comprise the Lygus CSP binding pockets affect the size and nature of the ligands accommodated.

关键词： chemosensation chemosensory protein homology modeling Lygus plant bug mired transcriptome

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