classification-based data mining methods
Classification of Malware based on Data Mining Approach
... detection based on window API ...OOA mining algorithms. Finally, classification is performed based on the generated ...real data collection from anti-virus lab at Kingsoft ...other ...
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Rule pruning and prediction methods for associative classification approach in data mining
... incorrect classification on the testing cases are ...Lazy based method store all rules discarded by database like i The lazy rule pruning invoked when the complete set of rules are discovered and ranked in ...
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Categorization of Sequential Data using Associative Classifiers
... Sequential data is often encountered in a number of important settings, such as texts, videos, speech signals, biological structures and web usage logs, where a sequence is generally an ordered list of ...sequence ...
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Exploring Data Mining Techniques for Tree Species Classification Using Co-Registered LiDAR and Hyperspectral Data
... LiDAR data into existing hyperspectral ...LiDAR data improved the hyperspectral-based classifications of trees Howland Experimental Forest speaks to the utility of data mining ...
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Data mining of range-based classification rules for data characterization
... All methods applied on continuous data that do not require pre-discretization, perform a type of split of the data, thus generating numerical ...the data space is split and any tuple that is ...
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Title: A Comparative Study of Selected Classification Algorithms of Data Mining
... classic data mining technique based on machine ...Basically classification is used to classify each item in a set of data into one of predefined set of classes or ...groups. ...
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Mining Online Shopping Frauds A Non-Data Mining Approach
... With the growth of e-commerce, various schemes have emerged to defraud suppliers who offer services and sell goods over the Internet. In Japan, online shopping fraud has become a significant problem. The deferred payment ...
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Prototype analysis of different data mining Classification and Clustering approaches
... in data sources, which is formally increased based on Knowledge Discovery from different data ware ...useful data from data sources, some of the techniques, methods and some of ...
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Sequence Classification in Data Mining With Pattern Based Item Sets
... information mining methods to client relationship administration (CRM), there is an absence of a complete writing survey and a classification plot for ...information mining systems to ...a ...
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Hierarchical Classification and its Application in University Search
... content based methods have been proposed for mining topics in text ...popular methods are the topic modeling approach in natural language processing and information retrieval research, such as ...
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Classification and Prediction on Rural Property Mortgage Data with Three Data Mining Methods
... develop data mining ...computing methods and data mining techniques, large volumes of financial data are being collected and are being made available to the specific research ...
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Data Mining Criteria for Tree-Based Regression and Classification
... the data was to investigate how air pollution con- centration (NOX) affects the value of single family homes in the suburbs of ...the data have been frequently used to demonstrate new regression ...These ...
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Intelligent Anomaly Detection Techniques for Denial of Service Attacks
... traffic data from ...normal data from ...attack data with the help of Labris Networks, an R&D company which specializes in network security ...raw data collection, significant network ...
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Educational Data Mining for Classification of Students based on their Performance
... teaching methods, financial background and their ...and classification algorithm can be used to identify the student’s performance level with the help of past ...
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Human Behavior Patterns Based On Day-To-Day Physical Activity Measurments
... temporal data has many applications in many domains such as, activity monitoring for healthcare and assistive living [2], ...temporal data models have proven to be useful (numeric time series, symbolic time ...
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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 ...
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Modified Tree Classification in Data Mining
... Bayesian classification, rule-based classification, classification by backpropagation, support vector machines are the example of the eager ...tuple based on its similarity to the ...
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A SURVEY - BASED ON METHODS AND TECHNIQUES OF DATA MINING
... Data mining is a “decision support” process in which we search for patterns of information in ...data. Data mining techniques such as classification, clustering, prediction, ...
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Cartographic systems visualization in mobile devices: issues, approaches and example cases
... The use of mobile devices for the visualization provide an extended environment for the access to the information and the efficiency in the decision making. These visualizations are fundamental to satisfy the knowledge ...
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Comparative Analysis of Classification Techniques in Data Mining Using Different Datasets
... neighbour classification is based on learning by an evaluation, that is, by comparing a given test tuple with training tuples that are similar to ...
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