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91.
Rime samples characterization and comparison using classical and fuzzy principal components analysis
Kamila Klimaszewska Costel Sârbu Żaneta Polkowska Marek Błaś Mieczysław Sobik Jacek Namieśnik 《Central European Journal of Chemistry》2008,6(2):208-215
The main objective of this paper is to introduce principal component analysis and two robust fuzzy principal component algorithms
as useful tools in characterizing and comparing rime samples collected in different locations in Poland (2004–2007). The efficiency
of the applied procedures was illustrated on a data set containing 108 rime samples and concentration of anions, cations,
HCHO, as well as pH and conductivity. The fuzzy principal component algorithms achieved better results mainly because they
are more compressible than classical PCA and very robust to outliers. For example, a three component model, fuzzy principal component analysis-first component (FPCA-1) accounts for 62.37% of the total variance and fuzzy principal component analysis-orthogonal (FPCA-o) 90.11%; PCA accounts only for 58.30%. The first two principal components explain 51.41% of the total variance in
the case of FPCA-1 and 79.59% in the case of FPCA-o as compared to only 47.55% for PCA. As a direct consequence, PCA showed
only a partial differentiation of rime samples onto the plane or in the space described by different combination of two or
three principal components, whereas a much sharper differentiation of the samples, regarding their origin and location, is
observed when FPCAs are applied.
相似文献
92.
Konieczny MT Konieczny W Okabe S Tsujimoto H Suda Y Wierzba K 《Chemical & pharmaceutical bulletin》2006,54(3):350-353
Biological activity of thioaurones was not tested so far and the group constitute completely unexplored source of new molecules of pharmacological interest. We report synthesis and evaluation of cytotoxic activity of thioaurone derivatives bearing p-hydroquinone system in ring A. Their activity was found to depend strongly on substitution pattern, so eventually both the activity and pharmacokinetic parameters of the molecules could be tailored by further structural modifications. 相似文献
93.
Ethanol production in a bioreactor with integrated membrane distillation (MD) module has been investigated. A hydrophobic
capillary polypropylene membrane (Accurel PP V8/2 HF), with an external/internal diameter ratio, d
out/d
in = 8.6 mm/5.5 mm and pore size 0.2 μm, was used in these studies. The products (mainly ethanol and acetic acid) formed during
the fermentation of sugar with Saccharomyces cerevisiae inhibited the process. These products were selectively removed from the fermentation broth by the MD process, which increased
the efficiency of the conversion of sugar to alcohol from 0.45 g to 0.5 g EtOH per g of fermented sucrose. The bioreactor
efficiency also increased by almost 30 %. Separation of alcohol by the MD generates a higher yield of ethanol in the permeate
than in the broth. The enrichment coefficient amounted to 4-8, and depended on the ethanol concentration in the broth. The
separated solutions did not wet the membrane in use for 2500 h of the MD experiments and the retention of inorganic solutes
was close to 100 %. 相似文献
94.
Investigation of the oxidation reaction of electron rich alkoxy substituted β-aryl β-hydroxyphosphonates to corresponding β-ketophosphonates, which may be utilized in syntheses of lignans with various oxidizing agents (PCC, PDC, SIBX, CAN, Oxone®, KMNO4/SiO2, KMnO4/MS 4 Å, KMnO4/CuSO4, KMnO4/CuSO4/Al2O3, MnO2, CrO3/SiO2, H2O2/salen) is described. The effect of oxidants and reaction conditions on the reaction efficiency and yield was also investigated. 相似文献
95.
Hu C Barabanschikov A Ellison MK Zhao J Alp EE Sturhahn W Zgierski MZ Sage JT Scheidt WR 《Inorganic chemistry》2012,51(3):1359-1370
Nuclear resonance vibrational spectra have been obtained for six five-coordinate imidazole-ligated iron(II) porphyrinates, [Fe(Por)(L)] (Por = tetraphenylporphyrinate, octaethylporphyrinate, tetratolylporphyrinate, or protoporphyrinate IX and L = 2-methylimidazole or 1,2-dimethylimidazole). Measurements have been made on both powder and oriented crystal samples. The spectra are dominated by strong signals around 200-300 cm(-1). Although the in-plane and out-of-plane vibrations are seriously overlapped, oriented crystal spectra allow their deconvolution. Thus, oriented crystal experimental data, along with density functional theory (DFT) calculations, enable the assignment of key vibrations in the spectra. Molecular dynamics are also discussed. The nature of the Fe-N(Im) vibrations has been elaborated further than was possible from resonance Raman studies. Our study suggests that the Fe motions are coupled with the porphyrin core and peripheral groups motions. Both peripheral groups and their conformations have significant influence on the vibrational spectra (position and shape). 相似文献
96.
Two homologous series of racemic diastereomeric cis- and trans-(2-dimethylaminomethylcycloheptyl)-2-alkoxyphenylcarbamates with alkyl chain lengths ranging from C? to C? were synthesized by stereoselective reactions. The chemical structures of these compounds were confirmed by 1H-NMR, 13C-NMR and IR spectroscopy and their physico-chemical properties were characterized. The two new series of diastereomeric compounds were tested for their local anesthetic activity and parabolic relationship between the local anesthetic activity and lipophilicity was found for both cis- and trans-series. Interestingly, cis-stereoisomers exhibited higher local anesthetic activity. 相似文献
97.
98.
Three synthetic routes to derivatives of 3,6 - diamino - 2,3,4,6 - tetradeoxy - DL - threo - hexopyranose were investigated. Addition of sodium azide in acetic acid to 6 - phthalimido - 5,6 - dihydro - 2 - pyrone gave 4-azido compound (7) of the erythro configuration. From methyl 2,4 - dideoxy - β -dl- erythro - hexopyranoside threo 4 - phthalimido - 6 - phthalimidomethyl - tetrahydro - 2 - pyrone (17) was obtained in three steps in low overall yield. Addition of sodium azide in acetic acid to butyl 6 - oxo - 2 - hydroxy - hex - 4 - enoate followed by methylation, amonolysis of the ester group, and reduction gave methyl 3,6 - diacetamido - 2,3,4,6 - tetradeoxy - α - DL - threo - hexopyranoside (26). 相似文献
99.
The supermolecule approach is proposed to evaluate the shift of the tautomeric equilibrium of a molecule when going from the vapour phase to water solution. According to the model, a comparison of the stabilization (hydration) energies of different tautomers of a molecule surrounded by water molecules predicts changes in tautomeric equilibrium upon solvation. An application of the model (within the CNDO/2 method) to 2- and 4-oxopyridine shows that the lactam tautomers of the molecules are more stabilized by water molecules than the corresponding lactim forms by about 7–8 kcal/mole. 相似文献
100.
Spectra of isobutylene with SnCl4 were studied at the temperature of 113°K in the dark and under illumination. Radical-cations of isobutylene are formed by irradiation of the isobutylene–SnCl4 mixture in n-heptane substantially more slowly than in the isobutylene–TiCl4 mixture. Polymerization of isobutylene occurs after increasing the temperature up to the melting point of this mixture. The yield of polymer depends on the duration of preirradiation, while the molecular weight of polyisobutylene (M η) does not depend on the preirradiation of reaction mixture. 相似文献