types of machine learning algorithms in ymll torch and weka
Machine learning approach in pharmacokinetics and toxicity prediction
... number and more diverse groups of compounds and non-linear machine learning methods in improving the quality of QSPkR/qSPkR models In this work, machine learning methods, such as support vector machines, ... compound Increasing values of PC4 denotes increasing molecular size of a compound Increasing values of PC6 denotes increasing hydrogen bond accepting ability of a compound Increasing values of PC7 ... values of PC1 denotes increasing sphericity of a compound Increasing values of PC2 denotes decreasing lipophilicity of a compound Increasing values of PC3 denotes decreasing flexibility of a compound...
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Polystyrene (PS) waste plastic conversion into aviation /kerosene category of fuel by using fractional column distillation process
... 872 International Journal of Energy and Environment (IJEE), Volume 3, Issue 6, 2012, pp.871-880 polyethylene and most of them is in the form of containers and packaging materials The extent of ... hydrocracking in the presence of hydrogen Pyrolysis is the typical chemical recycling process, enabling production of monomers, mainly ethylene, propene and butene from waste plastics In case of cracking ... utilization is cracking, similar to the visbreaking of vacuum residue [8] or catalytic cracking of vacuum gas oil (VGO) in the presence of various zeolites containing cracking catalysts [9, 10]...
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ANALYSIS OF NAMES OF ORGANIC CHEMICAL COMPOUNDS BY USING PARSER COMBINATORS AND THE GENERATIVE LEXICON THEORY doc
... function chain shown below: (1) chain = alkaneMainChain alkeneMainChain alkyneMainChain alkadyeneMainChain alcoholMainChain aldehydeMainChain; The function chain uses the combinator ... terminology The abilities of analysing and correcting the ambiguities of the inadequate names and of using an optimized extension of Xymtec to represent the pictures of the chemical structures in ... and radicals), so that they could be correctly connected to the main chains It was achieved by manipulating the values of the coordinates of the command \put of Latex This command allows to insert...
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assessing damage of flood by using alos data in thua thien - hue province - vietnam
... 0.0 50.1 Fig Map of flooded area of landuse/cover types in the Thua Thien Hue Province 3.2 Flooded level of landuse/cover types The map of landuse/cover types, flooded area and DEM were overlaid ... area of zone and are higher more than the zone and In the zone and 4, distribution of landuse/cover types is mainly rural and urban area, rice and vegetables field, aquacalture ponds and infrastructures ... Fig Map of flooded area higher 3m of landuse/cover types in Thua Thien - Hue Province Flooded level from to 3m Result of calculation and map of flooded level from to 3m of landuse/cover types...
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Optimization of Cost by Using 7 QC Tools docx
... organization incurs in measuring quality characteristics to ensure that they conform to quality standards This cost typically includes costs of inspection including labour , materials, and cost of approval ... identified and represented in the form of cause and effect diagram as shown in figure 156 Nitin K Mandavgade and Santosh B Jaju Figure 9: Identification of probable causes Step 4: Brainstorming The ... (Identified by cause and effect diagram and Brainstorming) Cause1: Insufficient knowledge of operator Cause2: Hardness inconsistency in raw material Cause3: Intermittent supply of coolant Cause4:...
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A computational study of chiral separation of tryptophan by using cyclodextrin
... understanding of the chiral recognition mechanism of cyclodextrins, one can also explore the effects of different substitutional groups at the discriminating point of cyclodextrins and the ability of ... modification of cyclodextrin Modifications offer the introduction of new structure and functionality into cyclodextrins that are unavailable in the native form so that the binding affinity and chiral selectivity ... discrimination properties of β-cyclodextrin [53] and permethylated β-cyclodextrin [54-56] Adeagbo [28] investigated the degree of chiral discrimination of β-cyclodextrin by first minimizing the...
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Tài liệu Báo cáo khoa học: Transcriptional upregulation of inflammatory cytokines in human intestinal epithelial cells following Vibrio cholerae infection pptx
... upregulation of many proinflammatory mediators, such as cytokines [14] However, little is known about the role of V cholerae in initiating and sustaining the innate in ammatory response in intestinal ... of cytokines upon V cholerae infection in intestinal epithelial cells Reports have shown the induction of IL-8 in intestinal epithelial cells upon V cholerae infection [11–13] The induction of ... line, T84, substantiate the fact that V cholerae does indeed induce a range of cytokine expression in intestinal epithelial cells upon infection Comparison of the status of induction of cytokines...
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Báo cáo Y học: Purification and characterization of novel chondroitin ABC and AC lyases from Bacteroides stercoris HJ-15, a human intestinal anaerobic bacterium pptx
... quantities of protein utilizing the principle of protein dye binding Anal Biochem 72, 248–254 21 Laemmli, U.K (1970) Cleavage of structural proteins during the assembly of the head of bacteriophage ... activity of chondroitin ABC lyase was inhibited by addition of Ni2+, Mg2+, Zn2+, Cu2+ and Co2+ Particularly, Cu2+ and Zn2+ potently inhibited chondroitin ABC lyase and chondroitin AC lyase Heparin ... lM) and KCl (0–500 mM) were added into the reaction mixture (acetate buffer was used instead of phosphate buffer) Kinetic constants of chondrotin lyases were determined by measuring the initial...
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Báo cáo y học: " Prediction of viral microRNA precursors based on human microRNA precursor sequence and structural features" pot
... Machine Support Vector Machine is a supervised machine learning method for generating functions for training data and is based on statistical and optimizing theory In the Support Vector Machine ... overlapping random samples amounting to half of the positive and negative datasets for training and were evaluated on the remaining dataset The process of model generation and testing is summarized in ... structure of microRNA precursors Training and test datasets A set of about half the number of sequences in each dataset (positive and negative) was picked up randomly for training and the remainder...
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Báo cáo sinh học: " Effects of the number of markers per haplotype and clustering of haplotypes on the accuracy of QTL mapping and prediction of genomic breeding values" pot
... clustering and window size The aim of this paper was to investigate the effect of the number of surrounding marker alleles (window size) included in base haplotypes and the effect of clustering of ... in haplotypes on the average number of haplotypes in the base population and non-base haplotypes are shown in Table Increasing window sizes and lowering limitIBD for clustering haplotypes decreased ... Definition of windows and clustering of related haplotypes Two types of haplotypes were considered: 1) the haplotypes of the first generation of genotyped animals (referred to as base haplotypes),...
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Báo cáo sinh học: " Impacts of both reference population size and inclusion of a residual polygenic effect on the accuracy of genomic prediction" potx
... scale of variances for GEBV and EBV, making them more comparable and consequently resulting in a more accurate joint ranking of genomic selection candidates and proven bulls However, the problem of ... bulls in this run and the February 2010 run Reference bulls in the February 2010 run but not in this run Common candidates in this run and the February 2010 run Candidates with a sire in both ... population originating partially from the national genome project GenoTrack and partially from routinely genotyped populations, were genotyped using the Illumina Bovine50k (Illumina Inc., San Diego,...
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The transference of meaning through class of words denoting parts of the human body in english and vietnames
... metonymy and narrowing and broadening of meaning Analytical result of the definitions in dictionary of these words allows us to define 17 forms of the types of semantic transference that are used in ... to12 inches 48 The lowest part of something, the base of bottom of something Manner of walking or moving 32) Ganglion A mass of nerve cells A type of cyst ( a hollow growth in the body, containing ... of class of words denoting parts of human body in English and VietNamese on semantic transference 2.1 The origin of names referring to parts of the human body According to the aspect of origin,...
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Tài liệu Báo cáo khoa học: Investigation and prediction of the severity of p53 mutants using parameters from structural calculations pptx
... from the rest of the promoters Of these, amino acid residues 243 and 275 are involved in DNA binding and 244 and 246 are in very close proximity to DNA binding This indicates that p53R2 either does ... additional testing and usage of different training methods We also developed similar prediction schemes for the remaining promoters and evaluated them in the same way as for WAF1 Training and testing sets ... were localized in the central core domain of the protein and were used for training and evaluation of our prediction algorithm Of the eight promoters, we studied the WAF1 promoter in greatest detail...
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Tài liệu Báo cáo khoa học: Allosteric modulation of myristate and Mn(III)heme binding to human serum albumin Optical and NMR spectroscopy characterization pptx
... (1980) The effect of albumin conformation on the binding of warfarin to human serum albumin The dependence of the binding of warfarin to human serum albumin on the hydrogen, calcium, and chloride ... method of quantitation of microgram quantities of protein utilizing the principle of protein-dye-binding Anal Biochem 72, 248–254 46 Wyman J (1964) Linked functions and reciprocal effects in hemoglobin: ... proteolysis Conformation and ligand binding Biochemistry 14, 4578–4583 10 Reed RG (1986) Location of long chain fatty acid-binding sites of bovine serum albumin by affinity labeling J Biol Chem 261,...
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Tài liệu Báo cáo khoa học: "Evaluating the Accuracy of an Unlexicalized Statistical Parser on the PARC DepBank" docx
... In Proceedings of the 4th International Workshop on Linguistically Interpreted Corpora (LINC-03), Budapest, Hungary Klein, D and C Manning 2003 Accurate unlexicalized parsing In Proceedings of ... efficient and robust parsing In Proceedings of the 37th Annual Meeting of the Association for Computational Linguistics, University of Maryland 473–480 King, T H., R Crouch, S Riezler, M Dalrymple and ... no lexical information guiding parse ranking There are also issues of incompatible tokenization and lemmatization between the systems and of differing syntactic annotation of similar information,...
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Tài liệu Báo cáo khoa học: Role of cleavage and shedding in human thyrotropin receptor function and trafficking pdf
... periods of times (0–60 min) at 37 °C The concentration of the biotinylated Ig remaining on the cell surface was then quantified by measuring the binding of [125I]Streptavidin In the absence of bTSH, ... five amino acids of the extracellular domain and devoid of any tag was not functional [27], while a mutant containing four amino acids of the ectodomain and including a rhodopsine tag was found ... extracellular domain in the stabilization of an inactive form of the unliganded receptor [29] Indeed, only cleavage in the E3 domain of the receptor, followed by receptor shedding, can enhance...
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Báo cáo " Assessment of the influence of interpolation techniques on the accuracy of digital elevation model " potx
... the influence of interpolation techniques on the accuracy of DEM in the examples of four projects in Vietnam The projects have various areas, and are belonging to typical types of topography of ... assessing the influence of interpolation technique on the accuracy of DEM by using ArcGIS software 2.2 The workflow The assessment of influence of interpolation technique on the accuracy of DEM ... gaussian, and linear models of experimental variogram for the ordinary kriging interpolation method - LD, QD: linear with linear drift and linear with quadratic drift for the universal kriging interpolation...
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Báo cáo khoa học: Limited mutagenesis increases the stability of human carboxypeptidase U (TAFIa) and demonstrates the importance of CPU stability over proCPU concentration in down-regulating fibrinolysis doc
... CPU and YQ CPU for Hip-Arg and bradykinin using an arginine kinase-based kinetic assay [27] Data are presented in Table No differences were seen in the Km values of the three CPUs for bradykinin ... structural lability of the enzyme, priming its inactivation [14] Because of its prominent bridging function between coagulation and fibrinolysis, the development of CPU inhibitors as pro-fibrinolytic agents ... concentration in influencing clot lysis time The graph shows the effect of adding increasing activities of WT CPU and YQ CPU on the clot lysis time, clearly showing the importance of the CPU stability...
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