[PDF] Top 20 Visual data mining from visualization to visual information mining
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Visual data mining from visualization to visual information mining
... representing data or subsets of data. The object is chosen in order to facilitate both the visualization and the data mining ...Three-dimensional visualization can be made ... Voir le document complet
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Virtual Reality Visual Data Mining via Neural Networks Obtained from Multi-objective Evolutionary Optimization: Application to Geophysical Prospecting
... for visual data mining using multi-objective optimization with genetic algorithms on non-linear discriminant (NDA) neural networks is ...of data patterns and an unsupervised similarity ... Voir le document complet
10
Neural Network Based Virtual Reality Spaces for Visual Data Mining of Cancer Data: An Unsupervised Perspective
... impossible to represent a virtual reality space on printed me- dia (navigation, interaction, and world changes are all ...corresponding to the best networks for the gastric, lung and liver cancer ... Voir le document complet
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Multi-objective Evolutionary Optimization for Visual Data Mining with Virtual Reality Spaces: Application to Alzheimer Gene Expressions
... possible to see that according to the origi- nal variables, the two classes are not linearly ...elements from the Normal class. In Fig-5.c, patterns from both ...approximation to the ... Voir le document complet
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Virtual Reality Visual Data Mining with Nonlinear Discriminant Neural Networks: Application to Leukemia and Alzheimer Gene Expression Data
... Table.II contains sample mean and ranges for the MSE for each of the experiments for both training and test set. The effect of reducing the number of genes per sample can be readily seen. The mean MSE on the test set has ... Voir le document complet
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Interaction in Progressive Visual Analytics. An application to progressive sequential pattern mining
... related to requirements for Progressive Visual An- alytics systems (see subsection ...refer to Badam et ...related to the R13 requirement (“Support two modes: on-demand refresh and constant ... Voir le document complet
188
Multi-objective evolutionary optimization for constructing neural networks for virtual reality visual data mining: application to geophysical prospecting
... attributes from the original 5) as found by the single objective (clas- sification error minimization) optimization ...distance from the cave increases, until it becomes almost nonexistent at the East-West ... Voir le document complet
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Using Data Mining Methods to Predict Personally Identifiable Information in Emails
... more information from the email to improve the performance of the ...user information may improve the prediction ...thread information. For example, an email from A to B ... Voir le document complet
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Visual Data Mining of Astronomic Data with Virtual Reality Spaces: Understanding the Underlying Structure of Large Data Sets
... the data (Jianchang & Jain ...according to several criteria: i) to maximize some metric/non-metric structure preservation criteria as has been done for decades in multidimensional scaling ... Voir le document complet
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Mining biological information from 3D gene expression data : the OPTricluster algorithm
... organism to fulfil basic cellular ...used to infer the set of basic cellular functions, and they are essential to characterizing normal and diseased states ...has to keep in mind that in ... 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
... Preliminary experiments showed that genetic algo- rithms and evolution strategies were more affected by the curse of dimensionality than particle swarm optimization. This topic deserves a dedicated investigation because ... Voir le document complet
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mineXpert: biological mass spectrometry data visualization and mining with full JavaScript-ability
... The data consistency is preserved throughout successive integrations via a mechanism that records internally all the integra- tions that have led to a speci c data plot (these internal integration ... Voir le document complet
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Interactive demo: visualization for Bitcoin mining pools analysis
... Bitcoin mining distribution view is the main view for exploring the emergence and evolution of the Bitcoin mining ...of mining pools as a ribbon chart—a stacked bar chart showing with ribbons ... Voir le document complet
3
Equilibrium Data Mining and Data Abundance
... unstructured data such as satellite images or text from social media expand the set of variables to obtain predictors of future firms’ ...processing data for obtaining these predictors. Thus, ... Voir le document complet
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A virtual reality-based approach for interactive and visual mining of association rules
... led to the development of real-time interactive 3D data representation and immer- sive Virtual Reality (VR) ...techniques to immerse one or more users in a Virtual Environment ...human visual ... Voir le document complet
229
Mining Epidemiological Dengue Fever Data from Brazil: A Gradual Pattern Based Geographical Information System
... such data aims at better understanding the behaviour of this disease to prevent the dengue ...order to visualize knowledge on maps. For this purpose, we propose to build maps based on gradual ... Voir le document complet
11
GenMiner: mining informative association rules from genomic data
... extraction to genomic ...algorithm to efficiently generate min- imal non-redundant association ...qualitative information on biological conditions (age, sex, ... Voir le document complet
9
mineXpert : Biological Mass Spectrometry Data Visualization and Mining with Full JavaScript Ability
... The data consistency is preserved throughout successive integrations via a mechanism that records internally all the integra- tions that have led to a speci c data plot (these internal integration ... Voir le document complet
19
Data Cleaning: Approach for Earth Observation Image Information Mining
... possibility to be detected in a sea environment from an intensity of k = 10, however in the forest and the city environment with intensity k = ...due to de city’s bandwidth is widest than the sea and ... Voir le document complet
5
Visualization of data structure, domain knowledge and data mining results: application to breast cancer gene expressions
... This classical approach to building NDA networks suffers from the well known problem of local extrema entrapment. In this paper a variant in the construction of NDA networks is used [18] by using hybrid ... Voir le document complet
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