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Design optimization of multilayer perceptron neural network by ant colony optimization applied to engine emissions data

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Science China(Technological Sciences) 2019年第6期62卷 1055-1064页

作者： MARTINEZ-MORALES jose QUEJ-COSGAYA Hector LAGUNAS-JIMENEZ jose PALACIOS-HERNANDEZ Elvia MORALES-SALDANA Jorge Faculty of Engineering Autonomous University of Campeche Campeche 24039 Mexico Faculty of Sciences Autonomous University of San Luis Potosi San Luis Potosi 78290 Mexico Faculty of Engineering Autonomous University of San Luis Potosi San Luis Potosi 78290 Mexico

A multilayer perceptron(MLP) artificial neural network(ANN) model has been optimized by the multi-objective ant colony optimization(MOACO) algorithm, which uses three objective functions. A sensitivity analysis to choose MOACO parameter values is carried out by calculating hypervolume metric, and the proposed approach adopts the Vlsekriterijumska Optimizacija I Kompromisno Resenje(VIKOR) decision method to choose final compromised solution on the Pareto front obtained from MOACO. As a result, we used the MLP-MOACO developed model to estimate the value of engine emissions of NOxin a four stroke, spark ignition(SI) gasoline engine and observed acceptable correlation coefficient(R^2) of 0.99978.

关键词： ant colony optimization multilayer perceptron artificial neural networks hypervolume engine emissions

Cartographic-Environmental Analysis of the Landscape in Natural Protected Parks for His Management Using *** to the Natural Parks of the“Las Batuecas-Sierra de Francia”and“Quilamas”(Central System,Spain)

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Journal of Geographic Information System 2013年第1期5卷 54-68页

作者： Antonio Miguel Martinez-Grana jose luis Goy Caridad Zazo Geology Department External Geodynamics AreaSciences FacultyUniversity of SalamancaSalamancaSpain Section Geology National Museum of Natural SciencesMadridSpain

In this work we report a methodological procedure with an integrated physical-perceptual approach that allows units of landscape in protected natural areas to be differentiated. First, indirect methods were applied by means of a mapping procedure, which identified the physical components of major relevance. We then generated maps of natural units, anlyzing the “printed” landscape of a territory. Secondly, we developed direct methods to identify and describe the reresentative elements of the landscape, analyzing the “perceived” landscape. The identification and delimitation of these landscape units with geographical information systems provide detailed maps facilitate the tasks of planning and management. The procedure was validated by means of its application in two protected natural spaces. The treatment used here considers landscape not only as an aesthetic element but also as something “live” elaborating maps that should be of use in land planning and management of natural areas.

关键词： Landscape Cartography Natural Hazard Territorial Planning GIS Techniques Management Protected Parks

Tenofovir vs lamivudine plus adefovir in chronic hepatitis B:TENOSIMP-B study

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World Journal of Gastroenterology 2017年第41期23卷 7459-7469页

作者： Manuel Rodríguez Juan Manuel Pascasio Enrique Fraga Javier Fuentes Martín Prieto Gloria Sánchez-Antolín jose luis Calleja Esther Molina María luisa García-Buey María Angeles Blanco Javier Salmerón María Lucía Bonet jose Antonio Pons jose Manuel González Miguel Angel Casado Francisco Jorquera 无 Division of Gastroenterology and Hepatology.Hospital Universitario Central de Asturias Unit for the Clinical Management of Digestive Diseases IBISHospital Universitario Virgen del Rocío Liver Transplantation and Hepatology Unit Gastroenterology ServiceHospital Universitario Reina Sofía Digestive Medicine Service Hospital Universitario Miguel Servet Hepatology Unit Digestive Medicine ServiceHospital Universitari i Politècnic La Fe Hepatology Unit Hospital Universitario Rio Hortega Liver Unit Hospital Universitario Puerta de Hierro de MajadahondaUniversidad Autónoma de Madrid Digestive Medicine Service Hospital Clínico de Santiago de Compostela Liver Unit Hospital Universitario de La Princesa Digestive Medicine Service Hospital General Universitario Gregorio Maranon Digestive Medicine Unit Complejo Hospitalario de Granada Digestive Medicine Service Hospital Universitario Son Espases Hepatology Unit IMIB Hospital Universitario Virgen de la Arrixaca Digestive Medicine Service Hospital Clínico Universitario de Valladolid Pharmacoeconomics and Outcomes Research Iberia Division of Gastroenterology and Hepatology Complejo Asistencial Universitario de León the TENOSIMP-B Research Group

AIM To demonstrate the non-inferiority(15% non-inferiority limit) of monotherapy with tenofovir disoproxil fumarate(TDF) vs the combination of lamivudine(LAM) plus adefovir dipivoxil(ADV) in the maintenance of virologic response in patients with chronic hepatitis B(CHB) and prior failure with *** This study was a Phase IV prospective, randomized, open, controlled study with 2 parallel groups(TDF and LAM+ADV) of adult patients with hepatitis B e antigen(HBe Ag)-negative CHB, prior failure with LAM, on treatment with LAM+ADV for at least 6 mo, without prior resistance to ADV and with an undetectable viral load at the start of the study, in 14 Spanish hospitals. The follow-up time for each patient was 48 wk after randomization, with quarterly visits in which the viral load, biochemical and serological parameters, adverse effects, adherence to treatment and consumption of hospital resources were *** Forty-six patients were evaluated [median age: 55.4 years(30.2-75.2); 84.8% male], including 22 patients with TDF and 24 with LAM+ADV. During study development, hepatitis B virus DNA(HBV-DNA) remained undetectable, all patients remained HBe Ag negative, and hepatitis B surface antigen(HBs Ag) positive. Alanine aminotransferase(ALT) values at the end of the study were similar in the 2 groups(25.1± 7.65, TDF vs 24.22 ± 8.38, LAM+ADV, P = 0.646). No significant changes were observed in creatinine or serum phosphorus values in either group. No significant differences between the 2 groups were noted in the identification of adverse effects(AEs)(53.8%, TDF vs 37.5%, LAM+ADV, P = 0.170), and none of the AEs which occurred were serious. Treatment adherence was 95.5% and 83.3% in the TDF and the LAM+ADV groups, respectively(P = 0.488). The costs associated with hospital resource consumption were significantly lower with the TDF treatment than the LAM+ADV treatment(€4943 ± 1059 vs €5811 ± 1538, respectively, P < 0.001).CONCLUSION TDF monotherapy proved to be safe

关键词： Tenofovir Lamivudine+Adefovir Efficacy Safety Adherence Costs Hepatitis B

Multi-Temporal Analysis of Land Subsidence in Toluca Valley (Mexico) through a Combination of Persistent Scatterer Interferometry (PSI) and Historical Piezometric Data

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Advances in Remote Sensing 2014年第2期3卷 49-60页

作者： Norma Davila-Hernandez Delfino Madrigal jose luis Exposito Xanat Antonio Department of Hydrology American Center of Water Resources Atlacomulco Mexico Laboratory of Remote Sensing and Geographic Information Systems Faculty of Geography Autonomous University of Mexico State Toluca Mexico

The Toluca Valley Aquifer (TVA) is considered one of the most overexploited aquifers in Mexico because of the high rate of groundwater extraction for supplying urban and industrial water to Mexico City and Toluca City, which causes land subsidence in urban and suburban areas. In this paper, we propose a multi-temporal analysis that uses persistent scatterer interferometry (PSI) method to evaluate the subsidence processes in Toluca Valley. The PSI results revealed differential movements of the ground of as much as 83 mm/year. A spatial variation of PSI results was identified with respect to previous studies using the conventional Din SAR methodology. The spatial distribution and density suggested the possibility of an expanding trend of subsidence process at north, northeast and east of the TVA, which corresponds to the region with the highest density of pumping wells for industrial and agricultural use.

关键词： Subsidence of Lands Toluca Valley Aquifer Persistent Scatterer Interferometry

Bismuth Effect on the Mechanical Properties of Antifriction Al-Sn Alloys

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Materials Sciences and Applications 2014年第5期5卷 330-337页

作者： Isai Rosales Gonzalo Gonzalez-Rodriguez jose luis Gama Rene Guardian Centro de Investigación en Ingeniería y Ciencias Aplicadas-FCQ e Ing.UAEM. Cuernavaca Mexico

Al-Sn alloys were produced by the induction melting method with different Bi additions. Microstructure shows grains 130 μm average size. Fracture toughness and hardness tests have shown that ternary alloying elements present significantly affected the samples with Bi alloying. Plastic deformation was evaluated by using the forging test;the results have shown that the addition of 3.5 at.% Bi increased the value at least twice as compared with unalloyed sample. Wear test indicated that bismuth slightly affected the tribological behavior. It was found that a concentration of 3.0 at.% Bi, considerably enhances the alloys performance.

关键词： EBSD Mechanical Characterization Aluminum Alloys Plasticity Wear

Dependence of dynamic contour and Goldmann applanation tonometries on peripheral corneal thickness

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International Journal of Ophthalmology(English edition) 2017年第10期10卷 1521-1527页

作者： Federico Saenz-Frances Claudia Sanz-Pozo Lara Borrego-Sanz luis Ja?ez Laura Moralesfernandez jose Maria Martinez-de-la-Casa Julian Garcia-Sanchez Julian Garcia-Feijoo Enrique Santos-Bueso Ophthalmology Department Clinico Universitario San Carlos HospitalComplutense University Institute of Knowledge Technology Complutense University

AIM：To determine the effects of peripheral corneal thickness（PCT）on dynamic contour tonometry（DCT）and Goldmann applanation tonometry（GAT）.METHODS：A cross-sectional *** created a software which calculates the corneal contour（CC）as a function of the radius from the corneal apex to each pixel of the *** software generates a central circumference with a radius of 1 mm and the remainder of the cornea is segmented in 5 rings concentric with corneal apex being its diameter not constant around the corneal circumference as a consequence of the irregular CC but keeping constant the diameter of each ring in each direction of the *** was determined as the mean thickness of the most eccentric *** weighted scatterplot smoothing（LOWESS）regression was used to determine the pattern of the relationship between PCT and both DCT and GAT ***,two multivariable linear regression models were *** each of them,the dependant variable was intraocular pressure（IOP）as determined using GAT and DCT *** both of the models the predictive variable was PCT though LOWESS regression pattern was used to model the relationship between the dependant variables and the predictor *** and sex were also introduced control variables along with their first-degree interactions with *** outcome measures include amount of IOP variation explained through regression models（R2）and regression coefficients（B）.RESULTS：Subjects included 109 eyes of 109 healthy *** regression suggested that a 2nd-degree polynomial would be suitable to model the relationshipbetween both DCT and GAT with *** PCT was introduced in both models as a linear and quadratic *** age nor sex nor interactions were statistically significant in both *** GAT model,R2was 17.14%（F=9.02;P=0.0002）,PCT linear term B was-1.163（95%CI：-1.163,-0.617）.PCT quadratic term B was 0.00081（95%CI：0.00043,0.00118）.For DCT model R2was 14.28%（F=9.29;P=0.0002

关键词： Goldmann applanation tonometry dynamic contour tonometry peripheral corneal thickness corneal thickness

Co-occurrence of germline pathogenic variants for different hereditary cancer syndromes in patients with Lynch syndrome

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Cancer Communications 2021年第3期41卷 218-228页

作者： Rosario Ferrer-Avargues Maria Isabel Castillejo Estela Damaso Virginia Diez-Obrero Noemi Garrigos Tatiana Molina Alan Codoner-Alejos Angel Segura Ana Beatriz Sanchez-Heras Adela Castillejo jose luis Soto Foundation for the Promotion of Health and Biomedical Research of Valencia Region(FISABIO) FISABIO-Elche Health DepartmentElche 032303Spain Molecular Genetics Unit.Elche University Hospital Elche 032303Spain Department of Molecular Biopathology Immunological Center of AlicanteSan Juan-Alicante 03550Spain Medical Oncology Department Cancer Genetic Counseling Unit.La Fe University HospitalValencia 46026Spain Medical Oncology Department Cancer Genetic Counseling Unit.Elche University HospitalElche 03203Spain

Background:Lynch syndrome(LS)is a hereditary condition characterized by a high risk of colorectal cancer,endometrial cancer,and other neoplasia associated with germline alterations in DNA mismatch repair *** classical genetic diagnostic strategy for LS consists of the Sanger sequencing of genes associated with the suspected ***-generation sequencing(NGS)enables the simultaneous sequencing of a large number of hereditary cancer ***,we aimed to study whether other germline pathogenic variants of hereditary cancer genes are present in patients with ***:A cohort of 84 probands with a previous genetic diagnosis of LS by Sanger sequencing was reanalyzed using NGS via a commercial panel of 94 hereditary cancer genes by hybrid *** American College of Medical Genetics and Genomics criteria were used to classify the clinical significance of the *** findings of NGS were confirmed by Sanger *** possible,genetic analyses of the new findings in the proband’s relativeswere also performed by Sanger ***:We identified five families(6%),out of 84,with at least two germline pathogenic variants conferring to high or moderate risk in different dominant cancer-predisposing genes:[MLH1-BRCA2-NBN],[MLH1-BRCA1],[MSH2-ATM],[MSH6-NF1],and[MLH1-FANCA].Interestingly,only one out of these five families exhibited a clinical phenotype associated with the new pathogenic *** family with three pathogenic variants of the[MLH1-BRCA2-NBN]genes showed a high aggregation of tumors associated with LS and breast and ovarian cancer ***:Our results showed that the co-occurrence of more than one pathogenic variant in cancer-predisposing genes was remarkable among cases of *** cases,no clinicial manifestations were associated with the secondary pathogenic *** studies are needed to confirm these findings and elucidate their clinical *** of LS families should be considered only in fa

关键词： cancer panel hereditary cancer lynch syndrome moderate penetrance genes multilocus inherited neoplasia alleles syndrome next-generation sequencing secondary findings

Strategies for the analysis of single-tree plot experiments in Eucalyptus plantations

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Journal of Forestry Research 2021年第6期32卷 2437-2445页

作者： Heloisa Guimaraes Santos Flavia Maria Avelar Goncalves jose luis Lima Aurelio Mendes Aguiar Gabriel Dehon Sampaio Pecanha Rezende Bruno Marco de Lima Magno Antonio Patto Ramalho Departamento de Biologia Setor de Genetica E Melhoramento de PlantasUniversidade Federal de Lavras-UFLALavrasMGBrasil Suzano Papel E Celulose Sao PauloSPBrasil Bracell SP Celulose Ltda Lencóis PaulistaSPBrasil

To verify if the response by Eucalyptus clones in a single-tree plot is influenced by neighboring plants and to determine the effect of missing and/or dominated plants,seven eucalyptus trials in four Brazilian states were analyzed in a randomized complete block design with one plant/plot and 30 *** annual increment(MAI,m^(3)ha^(-1)per year)was determined for three-year-old *** influence of neighboring clones was estimated by a linear regression coefficient between the MAI of each clone/plot and the average of a clonal MAI and its eight *** determine the effect of missing and/or dominated trees,a correction between the MAI and the area available/plant was *** analysis considered unadjusted and adjusted data for missing and dominated *** of accuracy and index of coincidence were used to compare the *** single-tree plots,clone performances were not influenced by neighboring *** accuracy was not increased by any of the adjustments employed and the clone ranking was not altered,and therefore did not justify their use.

关键词： Single-tree plot Missing plant adjustment Eucalyptus breeding

Metabolic and Phenotypic Responses of Greenhouse-Grown Maize Hybrids to Experimentally Controlled Drought Stress

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Molecular Plant 2012年第2期5卷 401-417页

作者： Sandra Witt luis Galicia Jan Lisec Jill Cairns Axel Tiessen jose luis Araus Natalia Palacios-Rojas Alisdair R. Fernie Max Planck Institute of Molecular Plant Physiology 14476 Potsdam-Golm Germany CIMMYT Apdo. Postal 6-641 06600 Mexico DF Mexico CIMMYT Int. PO Box MP 163 Mount Pleasant Harare Zimbabwe Departamento de Ingenieria CINVESTAV Unidad Irapuato KM 9.8 Libramiento Norte CP 36821 Irapuato Guanajuato Mexico University of Barcelona Department of Vegetal Biology Faculty of Biology Av. Diagonal 645 08028 Barcelona Spain

Adaptation to abiotic stresses like drought is an important acquirement of agriculturally relevant crops like maize. Development of enhanced drought tolerance in crops grown in climatic zones where drought is a very dominant stress factor therefore plays an essential role in plant breeding. Previous studies demonstrated that corn yield potential and enhanced stress tolerance are associated traits. In this study, we analyzed six different maize hybrids for their ability to deal with drought stress in a greenhouse experiment. We were able to combine data from morphophysiological parameters measured under well-watered conditions and under water restriction with metabolic data from different organs. These different organs possessed distinct metabolite compositions, with the leaf blade displaying the most considerable metabolome changes following water deficiency. Whilst we could show a general increase in metabolite levels under drought stress, including changes in amino acids, sugars, sugar alcohols, and intermediates of the TCA cycle, these changes were not differential between maize hybrids that had previously been designated based on field trial data as either drought-tolerant or susceptible. The fact that data described here resulted from a greenhouse experiment with rather different growth conditions compared to natural ones in the field may explain why tolerance groups could not be confirmed in this study. We were, however, able to highlight several metabolites that displayed conserved responses to drought as well as metabolites whose levels correlated well with certain physiological traits.

关键词： carbon metabolism metabolomics water relations.