[PDF] Top 20 Violencia familiar: el caso de la provincia del guayas-ecuador
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COMBINED METHODOLOGY of the CLASSIFICATION RULES for MEDICAL DATA - SETS
... association rules on large scale allowing implication outcomes that consist of more than one ...patient’s medical web history frequentation) is common in association rule mining, given a set of item ... See full document
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Analysis on Medical Data sets using Apriori Algorithm Based on Association Rules Pamba Pravallika 1, K. Narendra2
... from data in databases. While data mining and knowledge discovery in databases (or KDD) are frequently treated as synonyms, data mining is actually part of the knowledge discovery process ...the ... See full document
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Performance of Classification in Medical Data Mining
... between data records in a cluster ...are sets of ...association rules show hidden patterns in the mined ...patient data that could be used to extract useful ...and data mining ... See full document
100
ForEx++: A New Framework for Knowledge Discovery from Decision Forests
... and classification (logic) rules ...logic rules (rules) with great potential for knowledge ...of rules that a user may not able to manage for effective knowledge ...new, data set ... See full document
5
Index Terms Antidiscrimination, data mining, direct and indirect discrimination prevention, Rule protection,
... of data quality and discrimination removal for both direct and indirect ...known data sets and compare the different possible methods for direct or indirect discrimination prevention to find out ... See full document
80
Is it worth changing pattern recognition methods for structural health monitoring?
... given classification is highly dependent on the properties of the data themselves, as well as the choice of any relevant ...complex data and a small training ...the data is ...the ... See full document
40
An Improved Algorithm for Inducing Classifica...
... In this weekly, we attention on spreading the philosophies of cAnt-Miner [8] in managing with unceasing physiognomies. cAnt-Miner established in coping with both categories (nominal and continuous) characteristics in a ... See full document
7
A Survey on Discrimination Avoidance in Data Mining
... The data mining algorithm is updated in such way that the unfair decision rule does not contained by the resulting ...original data set is proposed in [9], though which the nondiscriminatory restriction is ... See full document
11
Organizational Accessibility and Community Connections: Examining Changes in the Spatial Proximity of Pubic Housing Residents to Social Service Providers and Providers' Responses to Redevelopment
... see data integrated from different sources, the importance of this problem cannot be ...logical data model such as the relational model was first emphasized by ...a data model, called the c-tables, ... See full document
9
ROUGH SETS APPLICATION FOR STUDENTS CLASSIFICATION BASED ON PERCEPTUAL DATA
... fuzzy sets, ANN, RST is also gives the reasonable results, so it is also considerable ...bioinformatics, medical data analysis and decision ...and data pattern and that will not use any ... See full document
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A Comparative Study of Classification Algorithms to Analyse Biological Data sets
... training data using a hyper plane. For example, the training data for face detection consists of group of images that are faces and another group of images that are not faces (in other words all other ... See full document
41
Detecting Outliers in High Dimensional Data Sets using Z Score Methodology
... Angiulli et al. [8] estimate k-NN samples using a Hilbert Space Filling Curve, Moreover this technique needs correctly p+1 (where p is the dataset length) scans out of 39 datasets, also this procedure is restriction for ... See full document
105
Weight based Classification Algorithm for Medical Data
... Fig 3: Accuracy Comparison Graph Table 3 shows the comparison of evaluation time with the increasing data set size of the proposed system with other similar kind of algorithms available [r] ... See full document
10
An Improved Sampling Algorithm for Imbalanced Data Sets in the context of Ordinal Classification
... 208 | P a g e We compared the MMAE and GMS values of our methods with OGO-ISP for ten data sets. Thus our proposed method only oversamples patterns which have highest confidence and surety. Experiments ... See full document
5
Datamining Application for the Prediction of Binary Classification Problems
... multivariate data, for which to find patterns not seen by people, data mining techniques are ...of data which must be analyzed by both people and data mining ...via data mining. For ... See full document
68
Bayesian Mixed-Effects Inference on Classification Performance in Hierarchical Data Sets
... Figure 8: Inference on the balanced accuracy. (a) The simulation underlying this figure mimics an imbalanced data set which has led the classification algorithm to acquire a bias in favour of the majority ... See full document
14
PRIVACY PRESERVING USING ENSEMBLE CLASSIFICATION FOR HEART DISEASE DATA SETS
... In general, Attribute selection is a pre-processing step followed in machine learning. Attribute means the same as feature in weka. Attribute selection is nothing but reducing dimensionality and removing irrelevant ... See full document
71
Application of data mining techniques for medical data classification: a review
... advanced data mining techniques have hit the market. These new age data mining techniques embrace traditional and more recent sophisticated classification ...Both classification techniques are ... See full document
80
Sequence Classification in Data Mining With Pattern Based Item Sets
... control methodology, an enhanced rRNA quality aligner, online tools for test and preliminary assessment and improved perusing, seeking and downloading on the ...high-throughput classification of information ... See full document
17
Dual Authentication Watermarking System in Tele-radiology using WBC Transform
... of medical diagnosis in which maintenance and transmission of the medical reports like MRI,CT-Scan and X-Ray can be done through ...the medical images sent through the ...of medical images ... See full document
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