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An Empirical Study of the Applications of Classification Techniques
An Empirical Study of the Applications of Classification. Techniques in Students Database. Tariq O. Fadl Elsid, Mergani. A. Eltahir. Dept. Computer Science, F. of  ...
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An Empirical Study of the Applications of Data Mining Techniques in
traditional statistical techniques and database management tools are no longer adequate ... discovered such as association rules, classifications and clustering. ... paper conducts a research on student learning result based on data mining. III.
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An Empirical Study of Applications of Data Mining Techniques for
Classification techniques are supervised learning techniques that classify data item ... the student data of B.Tech second year (CS & IT branch) from database.
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An Empirical Study of Application of Data Mining Techniques in
An Empirical Study of Application of Data Mining. Techniques in Library System. Veepu Uppal ... Library, Classification, Prediction, Outlier analysis, support, confidence. 1. ... traditional statistical techniques and database management tools are no ... used to cluster the students or departments according to their behavior and ...
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Empirical Study of Decision Tree and Artificial Neural Network
is to use Data Mining techniques to study students' performance in order to discover appropriate ... The results of the two classification methods - Decision Trees and Neural Network are compared ... The Knowledge Discovery in Databases process comprises .... study of applications of data mining techniques for predicting.
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A prediction for Student's Performance Using Classification Method
Jan 5, 2014 ... useful data mining techniques in educational database is classification. ... different applications require proper method of extracting knowledge from ... to use data mining methodologies to study student's performance in end ..... [9] Varun Kumar, Anupama Chadha, An Empirical Study of the. Applications of ...
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empirical study on selection of team members for - arXiv.org
Empirical Study on Selection of team members for software projects – Data mining Approach ... fields of Statistics, Databases, Machine Learning and ... Mining uses many techniques such as Decision Trees, ... that are used for data classification, the decision tree method ..... Kohli, Shashi Kant Sharma, ― Predicting student's.
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Empirical Study on Applications of Data Mining Techniques in
Empirical Study on Applications of Data Mining Techniques in Healthcare. Harleen Kaur and ... In particular we consider a case study using classification techniques on a medical data ... definition of Knowledge discovery in databases is given.
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Study of Data Mining in Higher Education-A Review - international
“Data Mining” in prediction of student's performance. In this ... predictive information from large databases. It is a ... For Example Classification technique is better to predict .... [17] V.Kumar, A.Chadha , “An Empirical Study of the Applications of.
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Mining Educational Data to Improve Students' Performance
Educational data mining uses many techniques such as decision tree, rule ... mining using a case study from the graduate students data collected from the ...
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Data Mining A Prediction for Performance Improvement of - arXiv.org
Jaunpur, India. Abstract—Now-a-days the amount of data stored in educational database increasing rapidly. ... Educational data mining is used to study the data available in the ... Classification methods like decision trees, Bayesian network etc can ... engineering student's data to predict their performance in the final exam.
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Accuracies and Training Times of Data Mining Classification
Sep 16, 2015 ... Empirical studies on these performance indica- ... from huge databases is considered as the key step of a detailed process called ... Applications of classification arise in diverse fields, such as retail target marketing, cus- ... Classification is a classic data mining technique based on machine learning [12].
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empirical study on selection of team members for - arXiv.org
Empirical Study on Selection of team members for software projects – Data mining Approach ... fields of Statistics, Databases, Machine Learning and ... Mining uses many techniques such as Decision Trees, ... that are used for data classification, the decision tree method ..... Kohli, Shashi Kant Sharma, ― Predicting student's.
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Analyzing Log Analysis: An Empirical Study of User Log Mining
Techniques for log analysis: Published techniques for log analysis center around ... of prior work that uses query logs to study analysis be- havior, query logs are ...
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An Empirical Study on Using the National Vulnerability Database to
We conducted an empirical study on applying data-mining tech- niques on NVD data with the objective of predicting the time to next vulnerability for a given software application. ... techniques on NVD data in order to build a prediction model for TTNV. .... We used either classification or regression functions for our prediction, ...
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Current Data Mining Applications - IJARCSSE
Data mining techniques are used by a number of applications to handle ... used to find patterns and the knowledge from these huge databases. ... Data mining techniques like classification, cluster analysis and regression .... Kumar V., Chadha A., “An Empirical Study of the Applications of Data Mining Techniques in Higher.
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Performance Study on Rule-based Classification Techniques across
Techniques across Multiple Database Relations ... Empirical study on both real world and synthetic databases ... Most real world applications such as marketing surveys, medical .... The target table is student and its primary key consists of set.
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An Empirical Study of API Usability - Chair of Software Engineering
mental goal of API design, but rigorous empirical studies of API usability are still ... called API: Application Programming Interface. ... an original classification of the participant reactions (such as ... involved 25 participants, including both students and profes- ... to access, modify, and query a relational database through the.
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A Clustering Based Study of Classification Algorithms - SERSC
International Journal of Database Theory and Application. Vol.8, No.1 (2015), ... In this paper we study and compare five different clustering algorithms. These.
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An Intelligent Educational Data Mining Classification Model for
Aug 8, 2014 ... Phase:1 (development of English E-course), Phase: 2 (database design ... leads to the usage of the techniques of data mining applications in order .... then, classify the students to conclude their study. ..... Kumar, V. and Chadha, A. “An Empirical Study of the Applications of Data Mining Techniques in Higher.
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A Clustering Based Study of Classification Algorithms - SERSC
International Journal of Database Theory and Application. Vol.8, No.1 (2015), ... In this paper we study and compare five different clustering algorithms. These.
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An Intelligent Educational Data Mining Classification Model for
Aug 8, 2014 ... Phase:1 (development of English E-course), Phase: 2 (database design ... leads to the usage of the techniques of data mining applications in order .... then, classify the students to conclude their study. ..... Kumar, V. and Chadha, A. “An Empirical Study of the Applications of Data Mining Techniques in Higher.
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Solid Model Databases: Techniques and Empirical Results
manual classification techniques, such as group technology coding. 1. This requires .... As a result, empirical studies indicate that these indexes, such as the  ...
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Effect of Geographic Distance - Journal of Educators Online
Effect of Geographic Distance on Distance Education: An Empirical Study .... Our classification and understanding of the relationship between those ... METHODS ... The primary data source for this study is a student database managed by the MGIS ... junior/senior year GPAs were obtained from their application forms, which ...
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A guide for writing scholarly articles or reviews - Elsevier
A methodological review describes employed research designs, methods and procedures in ... A review complemented by an empirical study is a full review on a subject that .... explicit about the used search strategies, criteria, databases and indexes. .... Analysis is a statistical technique offering a possibility to classify and  ...
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A Systematic Literature Review of Empirical Evidence - Journal of
Adaptive learning, Educational data mining, Empirical evidence, Learning analytics, Systematic review .... databases of authoritative academic resources and publishers, including .... Classification of case studies according to the analysis method ... the majority of studies investigate issues related to student/ student behavior ...
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Data - IJARCSMS.
Data Mining Algorithms and their applications in Education ..... “An Empirical Study of the Applications of Data Mining Techniques in Higher Education.” IJACSA ...
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