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Mining Data Correlation from Multi-Faceted Sensor Data in Internet of Things

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China Communications 2011年第1期8卷 132-138页

作者：曹栋乔秀全 judith Gelernter 李晓峰孟洛明 School of Computer Science Carnegie Mellon University State Key Laboratory of Networking and Switching Technology Beijing University of Posts and Telecommunications

Sensors are ubiquitous in the Internet of Things for measuring and collecting data. Analyzing these data derived from sensors is an essential task and can reveal useful latent information besides the data. Since the Internet of Things contains many sorts of sensors, the measurement data collected by these sensors are multi-type data, sometimes contai- ning temporal series information. If we separately deal with different sorts of data, we will miss useful information. This paper proposes a method to dis- cover the correlation in multi-faceted data, which contains many types of data with temporal informa- tion, and our method can simultaneously deal with multi-faceted data. We transform high-dimensional multi-faeeted data into lower-dimensional data which is set as multivariate Gaussian Graphical Models, then mine the correlation in multi-faceted data by discover the structure of the multivariate Gausslan Graphical Models. With a real data set, we verifies our method, and the experiment demonstrates that the method we propose can correctly fred out the correlation among multi-faceted meas- urement data.

关键词： multi-faceted data sensors Internet of Things Gaussian Graphical Models

Diet switch and omega-3 hydroxy-fatty acids display differential hepatoprotective effects in an obesity/nonalcoholic fatty liver disease model in mice

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World Journal of Gastroenterology 2018年第4期24卷 461-474页

作者： Roberto Rodriguez-Echevarria Jose Macias-barragan Marcela Parra-Vargas judith Rebeca Davila-Rodriguez Eduardo Amezcua-Galvez Juan Armendariz-borunda Institute for Molecular biology and Gene Therapy-CUCS Department of Molecular Biology and GenomicsUniversity of GuadalajaraGuadalajara 44340Mexico Department of Health Sciences-CUValles University of GuadalajaraGuadalajara 46600Mexico Hospital Civil de Guadalajara Guadalajara 46600Mexico

AIM To study the effect of 18-hydroxy-eicosapentaenoic acid(18-HEPE) and 17-hydroxy-docosahexaenoic acid(17-HDHA) in a murine model of obesity/nonalcoholic fatty liver *** C57 bL/6 mice were fed with standard chow diet(CD) or high-fat, fructose-enriched diet(HFD) for 16 wk. Then, three groups were treated for 14 d with either, diet switch(HFD for CD), 18-HEPE, or 17-HDHA. Weightand fasting glucose were recorded on a weekly basis. Insulin tolerance test was performed at the end of treatment. Histological analysis(HE and Masson's trichrome stain) and determination of serum insulin, glucagon, glucagon-like peptide 1(GLP-1), glucose-dependent insulinotropic polypeptide, adiponectin and resistin were carried out as well as liver proteins by western *** Mice treated with hydroxy-fatty acids 18-HEPE and 17-HDHA displayed no weight loss or improved insulin sensitivity. However, these mice groups showed a significant amelioration on serum GLP-1, adiponectin and resistin levels. Also, a significant reduction on inflammatory infiltrate was observed at both portal and lobular zones. Furthermore, up-regulation of PPARα/γ protein levels was observed in liver tissue and it was associated with decreased levels of NF-κb also determined by western blot analysis. On the other hand, diet switch regimen resulted in a marked improvement in most parameters including: weight loss, increased insulin sensitivity, decreased steatosis, restored levels of insulin, glucagon, leptin, adiponectin and resistin. However, no significant changes were observed regarding inflammatory infiltrate in this last *** 18-HEPE and 17-HDHA differentially exert hepatoprotective effects through up-regulation of nuclear receptors PPARα/γ and amelioration of serum adipokines profile.

关键词： Nonalcoholic fatty liver disease Polyunsaturated fatty acids 18-hydroxy-eicosapentaenoic acid 17-hydroxy-docosahexaenoic acid Obesity

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北京市民养生及医疗状况调查报告

中华中医药杂志 2005年第6期20卷 330-332页

作者：罗浩王明皓于红邱浩张其成 judith b Farquhar 北京中医药大学基础医学院北京100029 北京中医药大学医学人文系北京100029 美国芝加哥大学人类学系

本调查报告的数据来源于对北京市市民养生观念及行为的随机采访调查。结果显示在北京市民的养生观念中,重视精神调养、体育运动等内容,认可养生有利于身体健康、精神健康,提升心灵等意义。养生行为显示出与性别、年龄、文化程度有关。... 详细信息

本调查报告的数据来源于对北京市市民养生观念及行为的随机采访调查。结果显示在北京市民的养生观念中,重视精神调养、体育运动等内容,认可养生有利于身体健康、精神健康,提升心灵等意义。养生行为显示出与性别、年龄、文化程度有关。医疗费用的负担显示出与年龄、文化程度有关。

关键词：北京市民状况调查文化程度数据来源精神调养体育运动身体健康精神健康医疗费用养生观显示年龄

bemisia tabaci： The current situation in the UK and the prospect of developing strategies for eradication using entomopathogens

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Insect Science 2011年第1期18卷 1-10页

作者： Andrew G. S. Cuthbertson Lisa F. blackburn Dominic P. Eyre Raymond J.C. Cannon judith Miller Phil Northing The Food and Environment Research Agency Sand Hutton York UK

The sweetpotato whitefly, bemisia tabaci （Gennadius）（Hemiptera： Aleyrodidae） remains a serious threat to crops worldwide. The damaging b-biotype is of specific economic concern because it is an effective vector of over 111 viruses from several fam- ilies, particularly geminiviruses. bemisia tabaci is regularly intercepted on plants coming into the UK where it is subjected to a policy of eradication. The UK maintains Protective Zone status against this pest. A main pathway of entry of b. tabaci into the Protected Zone involves propagating material, especially Poinsettia （Euphorbia pulcherrima）. With increased insecticide resistance continuously being recorded, b. tabaci is becoming more difficult to control/eradicate. Recent research involving both entomopathogenic nematodes and fungi is showing much potential for the development of control programs for this pest. both the nematode Steinernemafeltiae and the fungus Lecanicillium muscarium have been shown to be most effective against second instar b. tabaci. Fine-tuning of the environmental conditions required has also increased their efficacy. The entomopathogens have also shown a high level of compatibility with chemical insecticides, all increasing their potential to be incorporated into control strategies against b. tabaci.

关键词： biocontrol entomopathogenic nematodes entomopathogenic fungi insecticide resistance whitefly

STRUCTURE OF TRANS-SYN-bIS-[(η-（CH3）2CHC5H4)Mo （μ-S）(μ-SC（CH3）3)]

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Chinese Journal of Structural Chemistry 1986年第1期 18-22页

作者： judith A.bandy,Keith Prout Chemical Cryatallography Laboratory Univereity U.K. Chemical Cryatallography Laboratory Univereity U.K.

Mr = 648.75, triclinic, space group P1 , a = 10.087(4), b = 12.686(5), c = 14.222(6) A, α= 104.83(3)°, β = 124.61(4)°, γ = 90.98(3)°, V = 1417.22A3, Z = 2, De = 1.520 Mg.m-3, (MoKα)= 0.71069A, μ(MoKα) = 11.597 cm-1, F(000) = 664, room temperature. Final R=0.0424 for 5705 observed reflections. In the molecule two metal atoms are bonded togetherin a cavity surrounded by Ugands. Pour sulphur atoms are in bridging positions and in the same plane perpendicular to the metal-metal vector with the two t-butylthiolato ligands being in mutu-syn positions.

关键词： Mo STRUCTURE OF TRANS-SYN-bIS SC CH3

Engineering osteoblastic metastases to delineate the adaptive response of androgen-deprived prostate cancer in the bone metastatic microenvironment

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bone Research 2019年第2期7卷 157-170页

作者： Nathalie bock Ali Shokoohmand Thomas Kryza Joan Rohl Jonelle Meijer Phong A. Tran Colleen C. Nelson judith A. Clements Dietmar W. Hutmacher School of biomedical Sciences Faculty of Health and Australian Prostate Cancer Research Centre (APCRC-Q)Institute of Health and Biomedical Innovation (IHBI)Queensland University of Technology (QUT)BrisbaneQLD 4000Australia Translational Research Institute (TRI) WoolloongabbaQLD 4102Australia Centre in Regenerative Medicine QUTKelvin GroveQLD 4059Australia bone and Joint Disorders Program School of ChemistryPhysics and Mechanical EngineeringScience and Engineering Faculty (SEF)QUTBrisbaneQLD 4000Australia Australian Research Council (ARC) Training Centre in Additive biomanufacturing QUTKelvin GroveQLD 4059Australia

While stromal interactions are essential in cancer adaptation to hormonal therapies,the effects of bone stroma and androgen deprivation on cancer progression in bone are poorly ***,we tissue-engineered and validated an in vitro microtissue model of osteoblastic bone metastases,and used it to study the effects of androgen deprivation in this *** model was established by culturing primary human osteoprogenitor cells on melt electrowritten polymer scaffolds,leading to a mineralized osteoblast-derived microtissue containing,in a 3D setting,viable osteoblastic cells,osteocytic cells,and appropriate expression of osteoblast/osteocyte-derived mRNA and proteins,and mineral *** co-culture of androgen receptordependent/ independent cell lines (LNCaP,C4-2b,and PC3) led cancer cells to display functional and molecular features as observed in ***-cultured cancer cells showed increased affinity to the microtissues,as a function of their bone metastatic *** led to alkaline phosphatase and collagen-I upregulation and sclerostin downregulation,consistent with the clinical marker profile of osteoblastic bone *** showed a significant adaptive response under androgen deprivation in the microtissues,with the notable appearance of neuroendocrine transdifferentiation features and increased expression of related markers (dopa decarboxylase,enolase 2).Androgen deprivation affected the biology of the metastatic microenvironment with stronger upregulation of androgen receptor,alkaline phosphatase,and dopa decarboxylase,as seen in the transition towards *** unique microtissues engineered here represent a substantial asset to determine the involvement of the human bone microenvironment in prostate cancer progression and response to a therapeutic context in this microenvironment.

关键词： Engineering osteoblastic metastases the adaptive response metastatic microenvironment

生物矿化法制备平片状YbCO粉末的超导连接性及补氧退火对超导连结性影响的研究

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人工晶体学报 2014年第3期43卷 543-549页

作者：张子立索红莉 Wimbush Stuart Kursumovic Ahmed 毛磊 MacManus-Driscoll judith 北京工业大学国家教育部功能材料重点实验室北京100024 剑桥大学材料与冶金系

本文报道了用生物矿化法制备平片状YbCO粉末的过程，并通过对bean模型参数选择研究了YbCO粉末内部晶粒间的超导连接性。结果表明在这种平片状YbCO粉末内部存在有自发的晶粒间超导连接，这种超导连接存在于由平片状YbCO晶粒构成的具有相... 详细信息

本文报道了用生物矿化法制备平片状YbCO粉末的过程，并通过对bean模型参数选择研究了YbCO粉末内部晶粒间的超导连接性。结果表明在这种平片状YbCO粉末内部存在有自发的晶粒间超导连接，这种超导连接存在于由平片状YbCO晶粒构成的具有相似生长方向的晶粒簇当中，而在77K下，超导连接区域平均包含3～5个平片状晶粒。本文还就补氧退火中烧结温度和保温时间对平片状YbCO粉末超导连接性的影响进行了系统的研究。

关键词：生物矿化法超导连接涂层超导 YbCO

Rapid, Non-Destructive, Textile Classification Using SIMCA on Diffuse Near-Infrared Reflectance Spectra

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Journal of Modern Physics 2015年第6期6卷 711-718页

作者： Christopher b. Davis Kenneth W. busch Dennis H. Rabbe Marianna A. busch judith R. Lusk Department of Chemistry and biochemistry Baylor University Waco USA Department of Family and Consumer Sciences Baylor University Waco USA

Soft independent modeling of class analogy (SIMCA) was successful in classifying a large library of 758 commercially available, non-blended samples of acetate, cotton, polyester, rayon, silk and wool 89% - 98% of the time at the 95% confidence level (p = 0.05 significance level). In the present study, cotton and silk had a 62% and 24% chance, respectively, of being classified with their own group and also with rayon. SIMCA correctly identified a counterfeit “silk” sample as polyester. When coupled with diffuse NIR reflectance spectroscopy and a large sample library, SIMCA shows considerable promise as a quick, non-destructive, multivariate method for fiber identification. A major advantage is simplicity. No sample pretreatment of any kind was required, and no adjust-ments were made for fiber origin, manufacturing process residues, topical finishes, weave pattern, or dye content. Increasing the sample library should make the models more robust and improve identification rates over those reported in this paper.

关键词： Diffuse Near-Infrared (NIR) Reflectance Spectroscopy Chemometrics Soft Independent Modeling of Class Analogy (SIMCA) Pattern Recognition Textile Identification Multivariate Analysis

Role of IL-10 in the progression of kidney disease

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World Journal of Transplantation 2013年第4期3卷 91-98页

作者： Inna Sinuani Ilia beberashvili Zhan Averbukh judith Sandbank Pathology Department Assaf Harofeh Medical CenterSackler Faculty of MedicineTel Aviv UniversityZerifin70300Israel Nephrology Division Assaf Harofeh Medical CenterSackler Faculty of MedicineTel Aviv UniversityZerifin70300Israel

Interleukin-10(IL-10), a cytokine with anti-inflammatory and immunomodulatory functions, regulates the biology of b and T cells. The present review describes the role of IL-10 in normal renal physiology, during acute kidney injury and in the development of chronic renal failure. We further discuss IL-10-induced cellular and molecular pathways and their link to the progression of kidney injury.

关键词： Transforming growth factor-β Cystatin C Interleukin-10 receptor End-stage renal disease Mesangial cell proliferation Epithelial-to-mesenchymal transition Allograft rejection