898 resultados para COLLABORATIVE AND PARALLEL FUZZY CLUSTERING
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Pós-graduação em Ginecologia, Obstetrícia e Mastologia - FMB
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Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)
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Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)
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Pós-graduação em Artes - IA
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Pós-graduação em Geografia - FCT
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Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)
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Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)
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Pós-graduação em Letras - FCLAR
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Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)
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Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)
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Objective: An experimental in vitro study was carried out to evaluate the influence of cortical bone thickness on ultrasound propagation velocity. Methods: Sixty bone plates were used, made from bovine femurs, with thickness ranging from 1 to 6 mm (10 of each). The ultrasound velocity measurements were performed using a device specially designed for this purpose, in an underwater acoustic tank and with direct contact using contact gel. The transducers were positioned in two ways: on opposite sides, with the bone between them, for the transverse measurement; and parallel to each other, on the same side of the bone plates, for the axial measurements. Results: In the axial transmission mode, the ultrasound velocity speed increased with cortical bone thickness, regardless of the distance between the transducers, up to a thickness of 5 mm, then remained constant thereafter. There were no changes in velocity when the transverse measures were made. Conclusion: Ultrasound velocity increased with cortical bone thickness in the axial transmission mode, until the thickness surpasses the wavelength, after which point it remained constant. Level of Evidence: Experimental Study.
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Cutting and packing problems are found in numerous industries such as garment, wood and shipbuilding. The collision free region concept is presented, as it represents all the translations possible for an item to be inserted into a container with already placed items. The often adopted nofit polygon concept and its analogous concept inner fit polygon are used to determine the collision free region. Boolean operations involving nofit polygons and inner fit polygons are used to determine the collision free region. New robust non-regularized Boolean operations algorithm is proposed to determine the collision free region. The algorithm is capable of dealing with degenerated boundaries. This capability is important because degenerated boundaries often represent local optimal placements. A parallelized version of the algorithm is also proposed and tests are performed in order to determine the execution times of both the serial and parallel versions of the algorithm.
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In this thesis some multivariate spectroscopic methods for the analysis of solutions are proposed. Spectroscopy and multivariate data analysis form a powerful combination for obtaining both quantitative and qualitative information and it is shown how spectroscopic techniques in combination with chemometric data evaluation can be used to obtain rapid, simple and efficient analytical methods. These spectroscopic methods consisting of spectroscopic analysis, a high level of automation and chemometric data evaluation can lead to analytical methods with a high analytical capacity, and for these methods, the term high-capacity analysis (HCA) is suggested. It is further shown how chemometric evaluation of the multivariate data in chromatographic analyses decreases the need for baseline separation. The thesis is based on six papers and the chemometric tools used are experimental design, principal component analysis (PCA), soft independent modelling of class analogy (SIMCA), partial least squares regression (PLS) and parallel factor analysis (PARAFAC). The analytical techniques utilised are scanning ultraviolet-visible (UV-Vis) spectroscopy, diode array detection (DAD) used in non-column chromatographic diode array UV spectroscopy, high-performance liquid chromatography with diode array detection (HPLC-DAD) and fluorescence spectroscopy. The methods proposed are exemplified in the analysis of pharmaceutical solutions and serum proteins. In Paper I a method is proposed for the determination of the content and identity of the active compound in pharmaceutical solutions by means of UV-Vis spectroscopy, orthogonal signal correction and multivariate calibration with PLS and SIMCA classification. Paper II proposes a new method for the rapid determination of pharmaceutical solutions by the use of non-column chromatographic diode array UV spectroscopy, i.e. a conventional HPLC-DAD system without any chromatographic column connected. In Paper III an investigation is made of the ability of a control sample, of known content and identity to diagnose and correct errors in multivariate predictions something that together with use of multivariate residuals can make it possible to use the same calibration model over time. In Paper IV a method is proposed for simultaneous determination of serum proteins with fluorescence spectroscopy and multivariate calibration. Paper V proposes a method for the determination of chromatographic peak purity by means of PCA of HPLC-DAD data. In Paper VI PARAFAC is applied for the decomposition of DAD data of some partially separated peaks into the pure chromatographic, spectral and concentration profiles.
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In this thesis, atomistic simulations are performed to investigate hydrophobic solvation and hydrophobic interactions in cosolvent/water binary mixtures. Many cosolvent/water binary mixtures exhibit non-ideal behavior caused by aggregation at the molecular scale level although they are stable and homogenous at the macroscopic scale. Force-field based atomistic simulations provide routes to relate atomistic-scale structure and interactions to thermodynamic solution properties. The predicted solution properties are however sensitive to the parameters used to describe the molecular interactions. In this thesis, a force field for tertiary butanol (TBA) and water mixtures is parameterized by making use of the Kirkwood-Buff theory of solution. The new force field is capable of describing the alcohol-alcohol, water-water and alcohol-water clustering in the solution as well as the solution components’ chemical potential derivatives in agreement with experimental data. With the new force field, the preferential solvation and the solvation thermodynamics of a hydrophobic solute in TBA/water mixtures have been studied. First, methane solvation at various TBA/water concentrations is discussed in terms of solvation free energy-, enthalpy- and entropy- changes, which have been compared to experimental data. We observed that the methane solvation free energy varies smoothly with the alcohol/water composition while the solvation enthalpies and entropies vary nonmonotonically. The latter occurs due to structural solvent reorganization contributions which are not present in the free energy change due to exact enthalpy-entropy compensation. It is therefore concluded that the enthalpy and entropy of solvation provide more detailed information on the reorganization of solvent molecules around the inserted solute. Hydrophobic interactions in binary urea/water mixtures are next discussed. This system is particularly relevant in biology (protein folding/unfolding), however, changes in the hydrophobic interaction induced by urea molecules are not well understood. In this thesis, this interaction has been studied by calculating the free energy (potential of mean force), enthalpy and entropy changes as a function of the solute-solute distance in water and in aqueous urea (6.9 M) solution. In chapter 5, the potential of mean force in both solution systems is analyzed in terms of its enthalpic and entropic contributions. In particular, contributions of solvent reorganization in the enthalpy and entropy changes are studied separately to better understand what are the changes in interactions in the system that contribute to the free energy of association of the nonpolar solutes. We observe that in aqueous urea the association between nonpolar solutes remains thermodynamically favorable (i.e., as it is the case in pure water). This observation contrasts a long-standing belief that clusters of nonpolar molecules dissolve completely in the presence of urea molecules. The consequences of our observations for the stability of proteins in concentrated urea solutions are discussed in the chapter 6 of the thesis.
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Gegenstand und Ziel der vorliegenden Arbeit war die Synthese und Charakterisierung einer Hydrogelmatrix, welche für die Herstellung eines vielseitig verwendbaren Sensors, der mehrere Analyten (Proteine, DNA etc.) in hoher Verdünnung (c0 < 50 fM) aus kleinsten Probenmengen (Volumina <20 nl) schnell (t < 1 min) und parallel nachweisen kann, Verwendung finden soll. Der Fokus der Arbeit lag dabei in der Synthese und Charakterisierung von Copolymeren als Hydrogelmatrix, welche geeignetes temperaturabhängiges Verhalten zeigen. Die Copolymere wurden in eine dreidimensionale Netzwerkstruktur überführt und auf einer Goldoberfläche kovalent angebunden, um Delamination zu vermeiden und die Untersuchung mittels Oberflächenplasmonenresonanz-Spektroskopie (SPR) und Optischer Wellenleiter-Spektroskopie (OWS) zu erlauben. Weiterhin wurde das temperaturabhängige Verhalten der Polymernetzwerke in Wasser mittels optischen Messungen (SPR/OWS) untersucht, um Erkenntnisse über die Quell- und Kollabiereigenschaften des Hydrogels zu gewinnen. Um temperaturschaltbare Hydrogele herzustellen, wurden auf N-Isopropylacrylamid (NIPAAm) basierende Polymere synthetisiert. Es wurde sowohl die für Hydrogele übliche Methode der freien radikalischen Vernetzungspolymerisation in Wasser, wie eine neue, auf Benzophenoneinheiten basierende Syntheseroute, welche die freie radikalische Polymerisation in organischem Medium nutzt, verwendet. Die synthetisierten Polymere sind Copolymere aus N‑Isopropylacrylamid (NIPAAm) und 4-Methacryloyloxybenzophenon (MABP). NIPAAm ist dabei für das temperaturschaltbare Verhalten der Gele verantwortlich und MABP dient als Photovernetzer. Weitere Copolymere, die neben den genannten Monomeren noch andere Funktionen, wie z.B. ionische Gruppen oder Aktivesterfunktionen enthalten, wurden ebenfalls synthetisiert. Das temperaturabhängige Quellverhalten in Bezug auf die chemische Zusammensetzung wurde mit der Oberflächenplasmonenresonanz-Spektroskopie (SPR) und Optischen Wellenleiter-Spektroskopie (OWS) untersucht. Es zeigte sich, dass die Anwesenheit von Salz im Hydrogel (Natriumacrylat als Monomer, P4S) Inhomogenität, in Form eines Brechungsindexgradienten senkrecht zur Substratoberfläche, hervorruft. Dies ist nicht der Fall, wenn statt des Salzes die Säure (Methacrylsäure als Monomer, P4A) verwendet wird. Durch die Inhomogenität lassen sich die Filme mit dem Natriummethacrylat nicht mehr mit dem, üblicherweise zur Auswertung genutzten, Kastenmodell beschreiben. Die Anwendung der Wentzel-Kramers-Brillouin-Näherung (WKB) auf die Messdaten führt hingegen zu dem gewünschten Ergebnis. Man findet ein kastenähnliches Brechungsindexprofil für das Hydrogel mit der Säure (P4A) und ein Gradientenprofil für das Gel mit dem Salz (P4S). Letzteres ist nicht nur hydrophiler und insgesamt stärker gequollen, sondern ragt auch weiter in die überstehende Wasserphase hinein. Anhand eines säurehaltigen Hydrogels (P8A) konnte der quellungshemmende Einfluss von hohen Salzkonzentrationen gezeigt werden. Weiterhin wurde während des Quellvorgangs eine gewisse Anisotropie gefunden, die aber im vollständig gequollenen und vollständig kollabierten Zustand nicht mehr vorliegt. Anhand eines Hydrogels ohne ionisierbare Gruppen (P9) wurde die Reversibilität des Quell- und Kollabiervorgangs gezeigt. Bei einem Vergleich zwischen einem säurehaltigen Hydrogel (P8A, Quellgrad von 7,3) und einem ohne ionisierbare Gruppen (P9, Quellgrad von 6,1), hat die Anwesenheit der 8 mol% Säuregruppen eine leichte Verstärkung der Quellung um den Faktor 1,2 bewirkt. Rasterkraftmikroskopische Untersuchungen (AFM) an diesen beiden Hydrogelen im getrockneten Zustand, haben gezeigt, dass nach dem Quellen, Kollabieren und Trocknen bei beiden Gelen Porenstrukturen sehr unterschiedlicher Ausmaße vorliegen.