[PDF] Top 20 A Hybrid Approach for Mining Metabolomic Data
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A Hybrid Approach for Mining Metabolomic Data
... introduce a hybrid approach for analyzing metabolomic data about the so-called diabetes of type ...by data mining methods. The data to be analyzed are ... Voir le document complet
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A Hybrid Knowledge Discovery Approach for Mining Predictive Biomarkers in Metabolomic Data
... For carrying out the knowledge discovery task, we have to pay attention to the reduction of dimensionality, ...defined a “knowledge discovery workflow” (KD workflow) based on various data ... Voir le document complet
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Building Virtual Reality Spaces for Visual Data Mining with Hybrid Evolutionary-Classical Optimization: Application to Microarray Gene Expression Data
... Visual data mining via the construction of virtual re- ality spaces for the representation of data and knowledge, involves the solution of optimization ...introduces a hybrid ... Voir le document complet
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An automatized data extraction approach for process mining and business process analysis
... of a sample which does not ensure a true representation of the entire ...by a risk of a wrong diagnosis and unsuitable improvement ...choosing a proper modelling language, which could ... Voir le document complet
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An efficient approach for human motion data mining based on curves matching
... this approach is to define the feature of motion content utilized to qualify the ...propose a novel approach consisting in transforming the motion capture data to a spatial invariance ... Voir le document complet
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A Prime Number Based Approach for Closed Frequent Itemset Mining in Big Data
... Abstract. Mining big datasets poses a number of challenges which are not easily addressed by traditional mining methods, since both memory and computational requirements are hard to ...solution ... Voir le document complet
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A hybrid and exploratory approach to knowledge discovery in metabolomic data
... to data analysis in biology and chemistry ...missing data, and large ...Gini, for identifying which methods are ideally suited to analyze a set of metabolomic data and ... Voir le document complet
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A Hybrid Data Mining Approach for the Identification of Biomarkers in Metabolomic Data
... analyze a common set of metabolomic data, capable of classifying the Gram-positive bac- teria ...as a variable selection method display the best results in comparison to other ...the ... Voir le document complet
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Educational data mining approach for engineering graduate attributes analysis
... values for students 7 to 13. (Subset only for editing ...Having a failure rate too low to finely discriminate student proficiency, it was decided with the pedagogical team to create a new ... Voir le document complet
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Data Cleaning: Approach for Earth Observation Image Information Mining
... block for the three methods is presented in figure ...applied a hierarchical classification method to cluster and identify the patches with ...processes for feature extraction, distance computation ... Voir le document complet
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A hybrid approach for probabilistic relational models structure learning
... to a relational data mining ...of a PRM must be either set by an expert or learned from ...is a NP-hard problem. Existing approaches for PRM structure learning are inspired from ... Voir le document complet
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A Relaxation-based Approach for Mining Diverse Closed Patterns
... P. For columns #Patterns and #Nodes, the values in bold indicate a reduction more than 20% of the total number of patterns and ...UCI data sets, avail- able at the FIMI repository ...real-world ... Voir le document complet
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A spatial hybrid approach for downscaling of extreme precipitation fields
... This approach enables us to provide simulated data for any location within the ...2, a max-stable model has been chosen, more precisely an extremal t process [Padoan, ...this approach ... Voir le document complet
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2012 — Hybrid visualizations for data exploration
... multidimensional data motivates the use of standard multi- dimensional visualization techniques, in particular: Scatter Plot Matrix (SPLOM) (Hartigan, 1975) and Parallel Coordinates Plot (PCP) (d’Ocagne, 1885; ... Voir le document complet
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Equilibrium Data Mining and Data Abundance
... data frontier reduce the pairwise correlation in speculators’ trades while a drop in the proportion of informative datasets (α) has the opposite ...(2011) for a survey). This literature often ... Voir le document complet
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A hybrid approach for arabic semantic relation extraction
... Conclusion In this paper, we presented and evaluated a new approach for semantic relation extraction from Arabic corpora. We used a vocalized corpus to reduce ambiguities. We used the hadith ... Voir le document complet
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Metabolomic and molecular signatures of Mascarene Aloes using a multidisciplinary approach
... search for natural antioxidants has focused on those containing flavonoids and phenolic acids reputed to fight free radical damage ( Gulcin et ...is a stable and commercially available source of organic ... Voir le document complet
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Algorithms for Data Mining and Bio-informatics
... rule mining in this particular proteomic problem where they have used IBM intelligent Miner for Data as a data mining tool and InterPro database of protein motif to find new ... Voir le document complet
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A novel MapReduce-based approach for distributed frequent subgraph mining
... ted data, ...as a graph where nodes represent the amino acids and edges represent the interactions between ...the data under ...sites. Mining these substructures from data in a ... Voir le document complet
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Data Mining Approach to Temporal Debugging of Embedded Streaming Applications
... our approach as it also applies data mining algo- rithms on execution traces for temporal debugging of em- bedded multimedia ...in a periodic manner, called periodic pat- ...of ... Voir le document complet
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