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Data mining for AMD screening: A classification based approach
... of AMD is that of [5] who used mathematical morphology to detect ...for AMD screening is also proposed in this ...phased approach was proposed involving inverse drusen segmentation within the ... See full document
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A Hybrid Approach to Improve Classification with Cascading of Data Mining Tasks
... Build phase: To construct a tree attributes (nodes) has to be known. This Attribute selection is done based on measures such as Information Gain, Gain Ratio and Gini Index etc. These measures are useful to choose ... See full document
6
An Entropy-based Adaptive Genetic Algorithm Approach on Data Mining for Classification Problems
... R based on the number of examples rule R Matched and ...the classification due to its encoding ...the data mining work emphasizes only on the predictive accuracy and comprehensibility, Noda et ... See full document
7
FaceMovie - A Novel Approach to Post the Mining Classification Data
... interestingness. Based on the concept of strong rules, Agrawa[12]l et ...transaction data recorded by point-of-scale (POS) systems in ...sales data of a supermarket would indicate that if a customer ... See full document
5
PREDICT THE USAGE OF LAPTOPS AMONG STUDENTS IN RURAL AREAS USING WEKA TOOL
... The classification based on the purpose of usage of laptops using data mining techniques by implementing the ...in data mining technique used to predict group of categories for ... See full document
6
The Elements of Statistical Learning in Colon Cancer Datasets: Data Mining, Inference and Prediction
... Abstract Data mining is used in various medical applications like tumor classification, protein structure prediction, gene classification, cancer classification based on ... See full document
10
A Comparative Study of Classification Techniques in Data Mining Algorithms
... procedures based on logical or binary operations that learn a task from a series of ...on classification and so attention has focussed on decision-tree approaches in which classification results from ... See full document
7
A Big Data Approach for Traffic Classification using Data Mining
... the classification of network ...traffic classification, some steps has to be performed, and this knowledge discovery is performed using network data of college ...traffic classification, so ... See full document
7
Privacy Preserving Sensitivity Data Classification Approach for Secured Mining
... in data management and publishing has become an imperative research zone in the period of huge ...in data publishing is particularly basic because of variety in close to home inclination and ...private ... See full document
9
A Data Mining approach to Deal with Phishing URL Classification Problem
... rule based phishing classification technique is implemented using JAVA ...used. Based on experiments the proposed technique and existing technique is compared using the different performance ... See full document
6
RULE BASED CLASSIFICATION OF ISCHEMIC ECG BEATS USING ANT- MINER
... is based on the correct detection of ischemic beats. In this paper, a data mining approach, association rule based classification using Ant-Miner algorithm is proposed for ... See full document
7
Prototype analysis of different data mining Classification and Clustering approaches
... constraint based clustering is to define spatial data in the presence of obstacles, instead of regular Euclidean distance, short length path between different data points ...(Clustering based ... See full document
7
Data Mining Approach of Text Classification and Clustering of Twitter Data for Business Analytics
... unlabelled data samples (tweets) according to whichever pattern model best describes ...and classification based on natural ...media data analytics and predict feature of the company and the ... See full document
5
Title: DATA MINING TO ELICIT PREDOMINANT FACTORS CAUSING INFERTILITY IN WOMEN
... time. Data mining and statistical analysis go hand in hand in identifying these factors from a clinical database containing primary data pertaining to significant factors relating to ... See full document
5
Title: A NOVEL APPROACH FOR PREDICTING PHISHING WEBSITES USING THE MAPREDUCE FRAMEWORK
... new approach named as " A Novel Approach for Predicting Phishing Websites using Map Reduce Framework " to overcome the difficulty and complexity in detecting and predicting phishing ...effective ... See full document
6
Classification of Malware based on Data Mining Approach
... (OOA) mining based classification [10, ...the data are essential to malware ...conducting classification based on the association rules generated in the second ...collected ... See full document
6
Application of data mining methods to improve screening for the risk of early gastric cancer
... of classification would decrease the predictive per- formance of classifiers, so the current study used the synthetic minority oversampling technique (SMOTE) to balance the training ...synthetic data ... See full document
10
Decision tree Classification and Model Evaluation for Breast Cancer Survivability: A Data Mining Approach
... The similar information has been confirmed with other sources using logistic regression. The table 2 clearly conveys the confirmation through the adjusted odds ratio (AOR) for female and male respectively. The AOR have ... See full document
9
II. PRIVACY PRESERVING DATA MINING ALGORITHMS
... in data intensive information processing systems is becoming increasingly important to make decisions in business ...preserving data mining have acquired a great extent by data mining ... See full document
5
Mining the data from a hyperheuristic approach using associative classification
... classification approach that utilises association rule mining to construct accurate classification ...classification approach is the most applicable approach to such kind of problems with ... See full document
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