Mining group
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Part 2 of ebook "Machine learning in medicine - A complete overview" provides readers with contents including: Chapter 50 - Neural networks for assessing relationships that are typically nonlinear; Chapter 51 - Complex samples methodologies for unbiased sampling; Chapter 52 - Correspondence analysis for identifying the best of multiple treatments in multiple groups; Chapter 53 - Decision trees for decision analysis; Chapter 54 - Multi-dimensional scaling for visualizing experienced drug efficacies; Chapter 55 - Stochastic processes for long term predictions from short term observations;...
194p daonhiennhien 03-07-2024 1 1 Download
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This specification covers a group of white cast irons that have been alloyed to secure high resistance to abrasive wear in the applications of the mining, milling, earth-handling, and manufacturing industries.
4p hth_hn_vn 10-12-2023 6 3 Download
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B-vitamins are micronutrients that play an important role in various cellular processes of organisms, which are only synthesized by plants, yeasts, and bacteria. Since animals and humans lack the ability to synthesize B-vitamins, supplements of vitamins from dietary and the B-vitamin producing bacteria are required.
7p vicaptainmarvel 21-04-2023 5 2 Download
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Multiple layers of genetic and epigenetic variability are being simultaneously explored in an increasing number of health studies. We summarize here different approaches applied in the Data Mining and Machine Learning group at the GAW20 to integrate genome-wide genotype and methylation array data.
8p vihagrid 30-01-2023 3 3 Download
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Each year, more than 10 thousand tons of spent fuels are discharged from nuclear power plants in the world. Heavy element nuclear fission reactions, at the origin of energy production, generate fission products of intermediary mass, some of them being considered nowadays as critical raw materials.
7p vironald 15-12-2022 9 3 Download
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Objectives of book "Data warehousing and data mining" is: study data warehouse principles and its working; learn Data mining concepts and understand Association Rule Mining; study Classification Algorithms; gain knowledge of how data is grouped using clustering techniques.
88p britaikridanik 06-07-2022 43 6 Download
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The paper-based on collecting, synthesizing, and geological processing data. In addition, mathematical methods were also applied to recognize studied objects of the exploration process using a quantitative description.
13p vinikolatesla 31-03-2022 11 2 Download
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In this study, based on novel mixed methods—including corporate data, expert interviews, focus groups, and extensive site visits—across three countries, we offer a geographically and technologically bounded assessment looking at the sustainability impacts of datacenters on local communities.
28p huangminghao_1902 27-02-2022 11 2 Download
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The Dexing Copper Mine is one of the largest copper mines in Asia, but few studies have reported the soil fauna community composition after revegetation. This study investigated the influence of revegetation on the soil fauna communities and structures in three vegetation restoration models (designated as I, II, and III) and in a sample without revegetation (IV) in two tailings pools of Dexing Copper Mines 1 and 2 using modified Tullgren and Baermann methods. A total of 548 individuals were collected, which belonged to 5 classes, 7 orders, 3 suborders, and 19 families.
9p dolomite36 30-12-2021 20 0 Download
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This paper presents an analysis of scienti¯c collaboration through graph theory, based on a previous study focused on the collaborative work of researchers within an institution. This proposal also exposes the representation of inter-institutional collaboration of research groups, combining graph theory and data mining.
25p redemption 20-12-2021 11 0 Download
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Peptidases (EC 3.4) consist of a large group of hydrolytic enzymes that catalyze the hydrolysis of proteins accounting for approximately 65% of the total worldwide enzyme production. Peptidases from thermophilic fungi have adaptations to high temperature that makes them adequate for biotechnological application. In the present study, we profiled the genomes of heat-tolerant fungi and phylogenetically related mesophilic species for genes encoding for peptidases and their putative adaptations for thermostability.
10p vibeauty 23-10-2021 9 0 Download
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Ribosomally synthesized and post-translationally modified peptides (RiPPs) are a highly diverse group of secondary metabolites (SM) of bacterial and fungal origin. While RiPPs have been intensively studied in bacteria, little is known about fungal RiPPs. In Fungi only six classes of RiPPs are described.
12p vijeeni2711 24-07-2021 10 0 Download
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Lanthipeptides belong to the ribosomally synthesized and post-translationally modified peptide group of natural products and have a variety of biological activities ranging from antibiotics to antinociceptives. These peptides are cyclized through thioether crosslinks and can bear other secondary post-translational modifications.
17p vijeeni2711 24-07-2021 8 0 Download
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The objective of the thesis: To find decision laws on the data block and block’s slice. To find decision laws bettwen object groups on the block which has index attribute value change, particulary when smoothing, or roughing attribute value. To find decision laws bettwen object groups on the block when adding or removing block’s elements.
26p extraenglish 24-05-2021 11 3 Download
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The objective of the thesis focus on solving three problems: To find decision laws on the data block and block’s slice; to find decision laws bettwen object groups on the block which has index attribute value change, particulary when smoothing, or roughing attribute value; to find decision laws bettwen object groups on the block when adding or removing block’s elements.
26p capheviahe27 23-02-2021 7 3 Download
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Protein-protein interaction (PPI) extraction from published scientific articles is one key issue in biological research due to its importance in grasping biological processes. Despite considerable advances of recent research in automatic PPI extraction from articles, demand remains to enhance the performance of the existing methods.
15p vioklahoma2711 19-11-2020 18 1 Download
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Clustering problem appears in many different fields like Data Mining, Pattern Recognition, Bioinfor-matics, etc. The basic objective of clustering is to group objects into clusters so that objects in the same cluster are more similar to one another than they are to objects in other clusters. Recently, many researchers have contributed to categorical data clustering, where data objects are made up of non-numerical attributes. Especially, rough set theory based attribute selection clustering approaches for categorical data have attracted much attention.
10p quenchua9 20-11-2020 13 1 Download
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Biomedical literature concerns a wide range of concepts, requiring controlled vocabularies to maintain a consistent terminology across different research groups. However, as new concepts are introduced, biomedical literature is prone to ambiguity, specifically in fields that are advancing more rapidly, for example, drug design and development.
12p vicolorado2711 23-10-2020 12 1 Download
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Gene-set analysis tools, which make use of curated sets of molecules grouped based on their shared functions, aim to identify which gene-sets are overrepresented in the set of features that have been associated with a given trait of interest.
7p vicolorado2711 22-10-2020 4 0 Download
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Molecular genetic markers correspond to highly potent source for the study of plant genomes and the association of inherited phenotypic traits with underneath genetic variation. Single Nucleotide Polymorphism (SNPs) are most abundant form of molecular genetic marker which represents a single nucleotide difference between two individuals at a defined location. Compare to others SNPs are direct sequence variation which offers the precise nature of the allelic variants among different genotypes. Further, it signify recurrent type of genetic polymorphism with high density genome coverage.
11p nguaconbaynhay1 04-12-2019 26 0 Download