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Title: High Order Neural Networks for wind speed time series prediction
Author: Munoz-Valle, J.F.
Oregon-Romero, E.
Rangel-Villalobos, H.
Martinez-Bonilla, G.E.
Castaneda-Saucedo, E.
Salgado-Goytia, L.
Leyva-Vazquez, M.A.
Illades-Aguiar, B.
Alarcon-Romero, L.D.C.
Espinoza-Rojo, M.
Parra-Rojas, I.
Issue Date: 2014
Abstract: Knee osteoarthritis (OA) is a common chronic degenerative disease characterized by the loss of articular cartilage components due to an imbalance between extracellular matrix destruction and repair. The proinflammatory cytokines involved in OA, TNF? and IL1?, are considered the major implicated. The aim of this study was to investigate the relationship between TNF? -308 and -238 polymorphisms with messenger RNA (mRNA) and soluble TNF? expression in knee OA patients and healthy subjects (HS). Case-control study involved 50 knee OA patients classified according to 1986 ACR Classification Criteria, as well as 100 HS. The Western Ontario and McMaster Universities Osteoarthritis Index and Lequesne disability index were applied to OA patients. The -308 and -238 polymorphisms were determined by polymerase chain reaction-restriction fragment length polymorphism technique. The TNF? mRNA expression was quantified by real-time PCR using TaqMan method. The sTNF? levels were measured by enzyme-linked immunosorbent assay. The TNF? mRNA expression in knee OA patients was higher than in HS (1.56-fold). In addition, the TNF? mRNA expression was higher in carriers of G allele in the knee OA group for both polymorphisms. The sTNF? levels were increased in G/G versus G/A genotypes in both studied polymorphisms (p < 0.05). However, the TNF? -308 and -238 genotypes did not show statistical differences between groups. The G allele of TNF? -308 and -238 polymorphisms is associated with high mRNA and soluble expression in knee OA patients. However, it is not a marker of susceptibility in Western Mexico. Further studies are necessary to confirm these findings. " 2012 Springer-Verlag Italia.",,,,,,"10.1007/s10238-012-0216-3",,,"","",,,,,,"1",,"Clinical and Experimental Medicine",,"61
WOS",,,,"Index Medicus;Adult;Aged;Aged, 80 and over;Case-Control Studies;Enzyme-Linked Immunosorbent Assay;Female;Gene Expression Profiling;Genetic Predisposition to Disease;Genotyping Techniques;Humans;Male;Mexico;Middle Aged;Ontario;Osteoarthritis, Knee/im [Immunology];Polymerase Chain Reaction;Polymorphism, Genetic;Polymorphism, Restriction Fragment Length;Promoter Regions, Genetic;RNA, Messenger/bi [Biosynthesis];Real-Time Polymerase Chain Reaction;Regulatory Elements, Transcriptional;Tumor Necrosis Factor-alpha/bi [Biosynthesis];Young Adult",,"Knee osteoarthritis; TNF alpha expression; TNF alpha levels; TNF alpha polymorphisms",,,,,,"High expression of TNF alpha is associated with -308 and -238 TNF alpha polymorphisms in knee osteoarthritis",,"Article" "43689","123456789/35008",,"García-Torales, G., Dpto. of Electronic, Univ. of Guadalajara, CUCEI, Av. Revolución 1500, Guadalajara Jal., CP 44840, Mexico; Flores, J.L., Dpto. of Electronic, Univ. of Guadalajara, CUCEI, Av. Revolución 1500, Guadalajara Jal., CP 44840, Mexico; Muñoz, R.X., Dpto. of Electronic, Univ. of Guadalajara, CUCEI, Av. Revolución 1500, Guadalajara Jal., CP 44840, Mexico",,"García-Torales, G.
Flores, J.L.
Munoz, R.X.",,"2007",,"Risley prisms are commonly used in continuous scanning manner. Each prism is capable of rotating separately about a common axis at different speeds. Scanning patterns are determined by the ratios of the wedge angles, the speed and direction of rotation of both prisms. The use of this system is conceptually simple. However, mechanical action in most applications becomes a challenge often solved by the design of complex control algorithms. We propose an electronic servomotor system that controls incremental and continuous rotations of the prisms wedges by means of an auto-tuning PID control using a Adaline Neural Network Algorithm, NNA.",,,,,,"10.1117/12.742275",,,"","",,,,,,,,"Proceedings of SPIE - The International Society for Optical Engineering",,,,"6422",,"Scopus
WOS",,,,,,"Adaline; Automatic control; Risley prism; Scnning system",,,,,,"High precision prism scanning system",,"Conference Paper" "45362","123456789/35008",,"Carrillo-Rodríguez, J.C., Instituto Tecnológico del Valle de Oaxaca, Oaxaca, Mexico; López-Mendoza, H., Instituto Tecnológico del Valle de Oaxaca, Oaxaca, Mexico; Chávez-Servia, J.L., Instituto Politécnico Nacional, CIIDIR-Unidad Oaxaca, Oaxaca, Mexico; Rodríguez-Guzmán, E., Universidad de Guadalajara, Guadalajara, Jalisco, Mexico; Sánchez-Peña, P., Facultad de Agronomía, Universidad Autonoma de Sinaloa, Culiacan, Sinaloa, Mexico; Lobato-Ortiz, R., Colegio de Postgraduados, Texcoco, Mexico",,"Carrillo-Rodriguez, J.C.
Lopez-Mendoza, H.
Chavez-Servia, J.L.
Rodriguez-Guzman, E.
Sanchez-Pena, P.
Lobato-Ortiz, R.",,"2012",,"The wild germplasm of S. lycopersicum var. cerasiforme has been used for the improvement of cultivated tomato. However, the use of these genetic resources depends on the detection of superior plant and fruit traits or resistance and tolerance to various biotic and abiotic stress conditions. In order to assess phenotypic differences by geographical origin of wild and semi-domesticated tomato, 20 accessions were collected in the states of Sinaloa, Nayarit, Jalisco, Michoacán, Puebla, Veracruz and Oaxaca, Mexico. The collection was sown and transplanted in a greenhouse under a randomized complete block design with three replications. Significant phenotypic differences were detected (P?0.05) by germplasm origin in all the vegetative, physiological and productivity traits evaluated, except number of fruits per raceme. The most striking phenotypic difference was total fruit weight per raceme. The Oaxaca accessions were heavier (130.6 g) than those of Sinaloa, Nayarit, Jalisco and Michoacán (from 16.9 to 20 g). In fruit size, the Oaxaca accessions had values from 2.4 to 2.7 in polar and equatorial diameter, while those from other states had values from 1.3 to 1.5 cm. In this work, the smaller fruit size is an indicator of the wild origin of the material.",,,,,,,,,"","",,,,,,,,"Acta Horticulturae",,"375
380",,"947",,"Scopus",,,,,,"Fruit size and shape; Geographic origin; Physiological traits; Solanum lycopersicum var. cerasiforme",,,,,,"Phenotypic divergence on growth and productivity of wild and semi-domesticated cherry tomato grown under greenhouse conditions",,"Conference Paper" "43685","123456789/35008",,"Alanis, A.Y., CUCEI, Universidad de Guadalajara, Apartado Postal 51-71, Col. las aguilas, C.P. 45080 Zapopan, Jalisco, Mexico; Ricalde, L.J., UADY, Faculty of Engineering, Av. Industrias no Contaminantes por Periferico N., Merida, Yucatan, Mexico; Sanchez, E.N., CINVESTAV, Unidad Guadalajara, Apartado Postal 31-438, Plaza La Luna, Guadalajara, Jalisco, C.P. 45091, Mexico",,"Alanis, A.Y.
Ricalde, L.J.
Sanchez, E.N.",,"2009",,"In this paper, we propose a High Order Neural Network (HONN) trained with an extended Kalman filter based algorithm to predict wind speed. Due to the chaotic behavior of the wind time series, it is not possible satisfactorily to apply the traditional forecasting techniques for time series; however, the results presented in this paper confirm that HONNs can very well capture the complexity underlying wind forecasting; this model produces accurate one-step ahead predictions. " 2009 IEEE.
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