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Inductive Model Generation for Text Classification Using a Bipartite Heterogeneous Network

Journal of Computer Science & Technology 2014年第3期29卷 361-375页

作者： Rafael Geraldeli Rossi Alneu de Andrade Lopes thiago de Paulo Faleiros Solange Oliveira Rezende Institute of Mathematics and Computer Science University of So PauloSo CarlosBrasil

Algorithms for numeric data classification have been applied for text classification. Usually the vector space model is used to represent text collections. The characteristics of this representation such as sparsity and high dimensionality sometimes impair the quality of general-purpose classifiers. Networks can be used to represent text collections, avoiding the high sparsity and allowing to model relationships among different objects that compose a text collection. Such network- based representations can improve the quality of the classification results. One of the simplest ways to represent textual collections by a network is through a bipartite heterogeneous network, which is composed of objects that represent the documents connected to objects that represent the terms. Heterogeneous bipartite networks do not require computation of similarities or relations among the objects and can be used to model any type of text collection. Due to the advantages of representing text collections through bipartite heterogeneous networks, in this article we present a text classifier which builds a classification model using the structure of a bipartite heterogeneous network. Such an algorithm, referred to as IMBHN （Inductive Model Based on Bipartite Heterogeneous Network）, induces a classification model assigning weights to objects that represent the terms for each class of the text collection. An empirical evaluation using a large amount of text collections from different domains shows that the proposed IMBHN algorithm produces significantly better results than k-NN, C4.5, SVM, and Naive Bayes algorithms.

关键词： heterogeneous network text classification inductive model generation

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An invariant descriptor for conjugate forced convection-conduction cooling of 3D protruding heaters in channel flow

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Frontiers of Mechanical Engineering 2015年第3期10卷 263-276页

作者： thiago ANTONINI ALVES Paulo H. D. SANTOS Murilo A. BARBUR Department of Mechanical Engineering Federal University ofTechnology Parana Brazil

In this research, the temperatures of three- dimensional （3D） protruding heaters mounted on a conductive substrate in a horizontal rectangular channel with laminar airflow are related to the independent power dissipation in each heater by using a matrix G＋ with invariant coefficients, which are dimensionless. These coefficients are defined in this study as the conjugate influence coefficients （g＋） caused by the forced convec- tion-conduction nature of the heaters＇ cooling process. The temperature increase of each heater in the channel is quantified to clearly identify the contributions attributed to the self-heating and power dissipation in the other heaters （both upstream and downstream）. The conjugate coefficients are invariant with the heat generation rate in the array of heaters when assuming a defined geometry, invariable fluid and flow rate, and constant substrate and heater conductivities. The results are numerically obtained by considering three 3D protruding heaters on a twodimensional （2D） array by ANSYS/FluentTM 15.0 software. The conservation equations are solved by a coupled procedure within a single calculation domain comprising of solid and fluid regions and by considering a steady state laminar airflow with constant properties. Some examples are shown, indicating the effects of substrate thermal conductivity and Reynolds number on conjugate influence coefficients.

关键词： channel flow conjugate forced convection-conduction cooling conjugate influence coefficients dis-crete heating invariant descriptor thermal management

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Conservative strategy for treatment of stable coronary artery disease

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World Journal of Clinical Cases 2015年第2期3卷 163-170页

作者： Paulo Cury Rezende thiago Luis Scudeler Leandro Menezes Alves da Costa Whady Hueb Department of Atherosclerosis Heart Institute (InCor) of the University of S?o Paulo

Patients with coronary artery disease vary widely in terms of prognosis, which is mainly dependent on ventricular function. In relation to the major outcomes of death and myocardial infarction, it is not clear in the literature if an invasive strategy of myocardial revascularization is superior to a conservative strategy of optimized medical therapy. Moreover, with the exception of patients with left main coronary disease, this similarity in prognosis also occurs in different subgroups of patients.

关键词： Coronary artery disease Angina pectoris Myocardial revascularization Coronary angioplasty Myocardial infarction Prognosis Disease-free survival

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Robot impedance control and passivity analysis with inner torque and velocity feedback loops

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Control Theory and Technology 2016年第2期14卷 97-112页

作者： Michele FOCCHI Gustavo A. MEDRANO-CERDA thiago BOAVENTURA Marco FRIGERIO Claudio SEMINI Jonas BUCHLI Darwin G. CALDWELL Department of Advanced Robotics Istituto Italiano di Tecnologia (liT) via Morego 30 16163 Genova Italy Agile & Dexterous Robotics Lab ETH Zurich Tannenstrasse 3 8092 Zurich Switzerland Received 21 January 2015 revised 10 December 2015 accepted 10 December 2015

Impedance control is a well-established technique to control interaction forces in robotics. However, real implementations of impedance control with an inner loop may suffer from several limitations. In particular, the viable range of stable stiffness and damping values can be strongly affected by the bandwidth of the inner control loops （e.g., a torque loop） as well as by the filtering and sampling frequency. This paper provides an extensive analysis on how these aspects influence the stability region of impedance parameters as well as the passivity of the system. This will be supported by both simulations and experimental data. Moreover, a methodology for designing joint impedance controllers based on an inner torque loop and a positive velocity feedback loop will be presented. The goal of the velocity feedback is to increase （given the constraints to preserve stability） the bandwidth of the torque loop without the need of a complex controller.

关键词： Impedance control torque control passivity and stability analysis

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Transjugular intrahepatic portosystemic shunt for Budd-Chiari syndrome:A comprehensive review

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World Journal of Gastroenterology 2020年第34期26卷 5060-5073页

作者： Riccardo Inchingolo Alessandro Posa Martin Mariappan Tiago Kojun Tibana thiago Franchi Nunes Stavros Spiliopoulos Elias Brountzos Interventional Radiology Unit "F.Miulli"Regional HospitalAcquaviva delle Fonti 70021Italy Department of Radiology King´s College HospitalLondon SE59RSUnited Kingdom Department of Radiology Gemelli HospitalRoma 00135Italy Interventional Radiology Department Aberdeen Royal Infirmary HospitalAberdeen AB252ZNUnited Kingdom Interventional Radiology Department Universidade Federal de Mato Grosso do SulCampo Grande 79070-900Brazil 2nd Department of Radiology School of MedicineNational and Kapodistrian University of AthensChaidari Athens GR 12461Greece

Budd-Chiari syndrome(BCS)is a relatively rare clinical condition with a wide range of symptomatology,caused by the obstruction of the hepatic venous *** left untreated,it has got an high mortality *** management is based on a step-wise approach,depending on the clinical presentation,and includes different treatment from anticoagulation therapy up to Interventional Radiology techniques,such as transjugular intrahepatic portosystemic shunt(TIPS).TIPS is today considered a safe and highly effective treatment and should be recommended for BCS patients,including those awaiting orthotopic liver *** this review the pathophysiology,diagnosis and treatment options of BCS are presented,with a special focus on published data regarding the techniques and outcomes of TIPS for the treatment of ***,unresolved issues and future research will be discussed.

关键词： Budd-Chiari syndrome Liver Transjugular intrahepatic portosystemic shunt Orthotopic liver transplantation Interventional radiology Portal hypertension

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Cannabinoid pharmacology and its therapeutic uses in Alzheimer’s disease

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Neural Regeneration Research 2021年第5期16卷 990-991页

作者： Kadja Luana Chagas Monteiro Marcone Gomes dos Santos Alcântara thiago Mendonça de Aquino Edeildo Ferreira da Silva-Júnior Laboratory of Medicinal Chemistry Institute of Pharmaceutical SciencesFederal University of AlagoasMaceióBrazil Chemistry and Biotechnology Institute Federal University of AlagoasMaceióBrazil

Alzheimer’s disease(AD)is a chronic neurodegenerative disease,which is difficult to diagnose in its early *** is associated with aging and consists of a decline in cognitive functions,memory,and other mental *** pathophysiological markers are associated with AD progression and worsening,such as the deposition and intracellular accumulation of senile plaques containing amyloid-β(Aβ)peptides,and tau protein hyperphosphorylation,leading to the formation of neurofibrillary tangles.

关键词： Alzheimer Aβ tau

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Serum vitamin D content is associated with semen|parameters and serum testosterone levels in men

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Asian Journal of Andrology 2021年第1期23卷 52-58页

作者： Inari M Ciccone Elaine MF Costa Juliana R Pariz thiago A Teixeira Joel R Drevet Parviz Gharagozloo Robert J Aitken Jorge Hallak Androscience Science and Innovation Center in Andrology and High-Complex Clinical and Andrology LaboratorySao Paulo 04534-011Brazil Division of Urology University of Sao PauloSao Paulo 05403-000Brazil Men's Health Study Group Institute for Advanced StudiesUniversity of Sao PauloSao Paulo 05508-060Brazil Division of Endocrinology University of Sao PauloSao Paulo 05403-000Brazil School of Medicine Urology DepartmentFederal University of AmapaMacapa 68903-419Brazil Faculty of Medicine GReD LaboratoryUniversity Clermont Auvergne49Bd Frangois-Mitterrand-CS 6003263001 Clermont-Ferrand CedexFrance Cell0xess LLC EwingNJ 08628USA School of Environmental and Life Sciences Priority Research Centre for Reproductive SciencesUniversity of NewcastleCallaghanNSW 2308Australia Reproductive Toxicology Unit Department of PathologyUniversity of Sao PauloSao Paulo 05403-000Brazil

The present study aimed to evaluate the influence of serum vitamin D levels on semen quality and testosterone *** is a crosssectional study conducted at Androscience,Science and Innovation Center in Andrology and High-Complex Clinical and Andrology Laboratory in Sao Paulo,Brazil,with 508 male patients,aged 18-60 years,from 2007 to *** parameters and serum sexual hormones were correlated with serum vitamin D concentrations in 260 men selected by strict selection *** were divided into normozoospermic group(NZG,n=124)and a group with seminal abnormalities(SAG,n=136).Evaluation included complete physical examination,past medical history,habits and lifestyle factors,two complete seminal analysis with sperm functional tests,serum levels of 25-hydroxy-vitamin D_(3)(25(OH)VD_(3)),total and free testosterone,luteinizing hormone(LH),follicle-stimulating hormone(FSH),sex hormone-binding globulin(SHBG),total cholesterol,homeostatic model assessment of insulin resistance(HOMA-IR)index,and *** mean concentration of 25(OH)VD_(3)was significantly lower in the SAG(P<0.001)and positively correlated with all baseline seminal parameters and total testosterone *** addition,serum vitamin D_(3)concentration was found to be positively correlated with sperm concentration(β=2.103;P<0.001),total number of spermatozoa with progressive motility(β=2.069;P=0.003),total number of motile spermatozoa(β=2.571;P=0.015),and strict morphology(β=0.056;P=0.006),regardless of other *** is the first comparative study to address the issue of serum vitamin D_(3)content between normozoospermic patients and those with sperm *** clearly demonstrates a direct and positive relationship between serum vitamin D level and overall semen quality,male reproductive potential,and testosterone levels.

关键词： male infertility semen quality sexual hormones sperm motility testosterone vitamin D deficiency

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Influence of physical-anatomical wood variables on charcoal physical-mechanical properties

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Journal of Forestry Research 2023年第2期34卷 531-538页

作者： Allan Motta Couto thiago Campos Monteiro Paulo Fernando Trugilho JoséTarcísio Lima JoséReinaldo Moreira da Silva Alfredo Napoli Diego Pierre de Almeida Department of Forestry Science State University of Mato Grosso do Sul–UEMSAv.Graziela Maciel BarrosoKm 12 Zona RuralAquidauanaMS 79200000Brazil Department of Forestry Engineering and Technology Federal University of Paraná–UFPRA V.Pref.Lothário Meissner 632Jardim BotânicoCuritibaPR 80210170Brazil Department of Forestry Science Federal UniversityLavras–UFLALavrasMG 37200000Brazil Département de Performance Des Systèmes de Production Et de Transformation Tropicaux Centre de Coopération Internationale em Recherche Agronomique pour le Développement–CIRADMontpellierFrance

This research assessed the relationship between wood physical-anatomical variables and charcoal physical-mechanical *** trees were harvested and mechanically processed into standard pieces for laboratory *** following variables were determined:wood density,fiber length and width,fiber lumen diameter and wall thickness,fiber wall fraction,and vessel *** charcoal was produced in a laboratory and gravimetric yield,relative density,and mechanical properties ***’s correlation coefficients,multivariate statistical analysis of canonical correlation,and principal component analysis were used to evaluate the relationship between wood and charcoal *** width was not significantly correlated with charcoal *** bulk density,hardness,and strength were positively correlated with wood density,fiber length,wall thickness,and wall *** properties were negatively correlated with fiber lumen diameter and vessel *** results will help identify the best wood with adequate physical-mechanical properties for industrial charcoal proces sing.

关键词： Biomass Density Energy Fiber Vessel

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Minor alleles are associated with white rust(Albugo occidentalis)susceptibility in spinach(Spinacia oleracea)

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Horticulture Research 2019年第1期6卷 55-69页

作者： Henry O.Awika thiago G.Marconi Renesh Bedre Kranthi K.Mandadi Carlos A.Avila Texas A&M AgriLife Research and Extension Center WeslacoTX 78596USA Department of Plant Pathology and Microbiology College StationTX 77843USA Department of Horticultural Sciences Texas A&M UniversityCollege StationTX 77843USA

Minor alleles(MA)have been associated with disease incidence in human studies,enabling the identification of diagnostic risk factors for various ***,allelic mapping has rarely been performed in plant *** goal of this study was to determine whether a difference in MA prevalence is a strong enough risk factor to indicate a likely significant difference in disease resistance against white rust(WR;Albugo occidentalis)in spinach(Spinacia oleracea).We used WR disease severity ratings(WR-DSRs)in a diversity panel of 267 spinach accessions to define resistant-and susceptibility-associated groups within the distribution scores and then tested the single-nucleotide polymorphism(SNP)variants to interrogate the MA prevalence in the most susceptible(MS)*** resistant(MR)individuals using permutation-based allelic association tests.A total of 448 minor alleles associated with WR severity were identified in the comparison between the 25%MS and the 25%MR accessions,while the MA were generally similar between the two halves of the interquartile *** minor alleles in the MS group were distributed across all six chromosomes and made up~71%of the markers that were also strongly associated with WR in parallel performed genome-wide association *** results indicate that susceptibility may be highly determined by the disproportionate overrepresentation of minor alleles,which could be used to select for resistant ***,by focusing on the distribution tails,allelic mapping could be used to identify plant markers associated with quantitative traits on the most informative segments of the phenotypic distribution.

关键词： spinach traits susceptibility

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Behavior of wood basic density according to environmental variables

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Journal of Forestry Research 2022年第2期33卷 497-505页

作者： Gabriel Marcos Vieira Oliveira JoséMárcio de Mello Carlos Rogério de Mello JoséRoberto Soares Scolforo Eder Pereira Miguel thiago Campos Monteiro Brazil Institute of Agricultural and Forestry Defense of Espírito Santo(IDAF) Av.Lourival Lugon Moulinnº300CentroJerônimo MonteiroES CEP:29.550-000Brazil Department of Forestry Sciences Universidade Federal de Lavras-UFLACaixa Postal 3037LavrasMG CEP:37.200-000Brazil Engineering Department Universidade Federal de Lavras-UFLACaixa Postal 3037LavrasMG CEP:37.200-000Brazil Forestry Engineering Department Faculdade de TecnologiaUniversity of Brasilia-UnBCampus Universitário Darcy RibeiroCaixa Postal 4357Asa Norte-BrasíliaDF CEP:70910-900Brazil Department of Forestry Engineering and Technology Universidade Federal do Paraná-UFPRAv.Pref.Lothário Meissner632Jardim BotânicoCuritibaPR CEP:80.210-170Brazil

The relationships between climate conditions and wood density in tropical forests are still poorly *** quantify spatial dependence of wood density in the state of Minas Gerais(MG,Brazil),map spatial distribution of density,and correlate density with climate variables,we extracted data from the Forest Inventory of Minas Gerais for 1988 trees scaled throughout the territory and measured wood density of discs removed from the *** variables were extracted from the database of the Ecological-Economic Zoning of Minas *** spatial analysis,tree densities were measured at 44 georeferenced sampling *** data were subjected to exploratory analysis,variography,cross-validation,model selection,and ordinary *** relationships between wood density and environmental variables were calculated using dispersion matrices,linear correlation,and *** density proved to be highly spatially dependent,reaching a correlation of 96%,and was highly continuous over a distance of 228 *** distribution of wood density followed a continuous gradient of 514-659 kg m^(−3),enabling corre-lation with environment *** was correlated with mean annual precipitation(−0.57),temperature(0.63),and evapotranspiration(0.83).Geostatistical methods proved useful in predicting wood density in native tropical forests with different climate *** results confirmed the sensitivity of wood density to climate change,which could affect future carbon stock in forests.

关键词： Biomass Climate variables Geostatistics Hardwood Forest inventory Minas Gerais

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