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Predicting Student Performance: A Statistical and Data Mining Approach
... the performance of a student is a great concern to the higher education ...the performance of students in final examinations and find out a suitable data mining algorithm to predict the ... See full document
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... of predicting student performance has become a crucial factor in academic environment and plays significant role in producing quality ...Several statistical and machine learning algorithms ... See full document
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Data mining approach for predicting the daily Internet data traffic of a smart university
... various statistical analy- ...traffic data generated from January to December, 2017 in a smart university in ...traffic data. The data mining analysis was performed using four learning ... See full document
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Predicting Student's Performance in Education using Data Mining Techniques
... Data mining is a collection of techniques based on advanced analytical methods for efficient automated discovery of previously unknown, valid, novel, useful and understandable patterns in large ...2014). ... See full document
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Title: STUDENT ACADEMIC PERFORMANCE USING DATA MINING TECHNIQUES
... at FIT. The development of effective systems to predict SAP is very important to provide more information about the students to the educators. Therefore, the educators would know how the first year students‟ will perform ... See full document
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A Novel Hybrid Approach Of Adaboostm2 Algorithm And Differential Evolution For Prediction Of Student Performance
... The student performance prediction is an important concern in e-learning ...The performance of student depends on different factors, for example, individual, social, natural and psychological ... See full document
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Evaluation of Teacher’s Performance: A Data Mining Approach
... a performance study on 400 students comprising 200 boys and 200 girls selected from the senior secondary school of Aligarh Muslim University, Aligarh, India with a main objective to establish the prognostic value ... See full document
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Title: Student Performance Analysis Using Data Mining Technique
... Abstract— Data mining techniques are implemented in many organizations as a standard procedure for analyzing the large volume of available data, extracting useful information and knowledge to support ... See full document
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... Data Mining is an effective tool to extract meaningful and interesting patterns from the current and historical data stored in data warehouses or data repositories which may be analyzed ... See full document
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Predicting Primary Tumors using Multiclass Classifier Approach of Data Mining
... Author discussed data mining techniques, approaches and many different researches which are ongoing and helpful to medical diagnosis of disease. The study revealed that depending on the type of dataset used ... See full document
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Protein Secondary Structure Prediction using Pattern Recognition Neural Network
... more data (genomics, proteomics) than can be annotated manually, in silico methods of predicting their structure and thereafter their function has been christened the Holy Grail of structural ...and ... See full document
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The Survey – Predicting an Education Performance of Students Based on Data Mining Techniques
... academic performance of students from the learning ability and based on CGPA score, family background, extracurricular activities which is analyzed by various data mining ...techniques. ... See full document
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Educational Data mining for Prediction of Student Performance Using Clustering Algorithms
... of data for its most effective and efficient use. In a basic approach to storing computer data, data can be classified according to its critical value or how often it needs to be accessed, ... See full document
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Educational Mining: A Comparative Study of Classification Algorithms Using WEKA
... ABSTRACTː Data mining is used to analyse large volumes of ...in data mining which will be used to predict the target attribute accurately from the knowledge it gained from the training ... See full document
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Performance Comparison of Data Mining Techniques for Predicting of Heart Disease Survivability
... of data available within the healthcare ...in data. Knowledge discovery and data mining have found numerous applications in business and scientific ...of data mining techniques ... See full document
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Predicting and Analysis of Students’ Academic Performance using Data Mining Techniques
... of data due to incom- plete and missing values in the collected ...more data in different years or by using more parameters in order to improve the model ...more data mining methods such as ... See full document
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Analysis of Student Performance Using Data Mining Technique
... Educational data mining (EDM) is an emerging interdisciplinary research area that deals with the development of methods to explore data originating in an educational ...educational data in ... See full document
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Improving the Student’s Performance Using Educational Data Mining
... educational data mining is to improve the student ...of data mining techniques which achieves the goal in an efficient ...student’s performance in a particular course, the ... See full document
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Analysis and Mining of Educational Data for Predicting the Performance of Students
... In the first step, a model is built describing a predetermined set of data classes or concepts. The model is constructed by analyzing database tuples described by attributes. Each tuple is assumed to belong to a ... See full document
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Data Mining: A Knowledge Discovery Approach
... of data has led to the creation of structured databases and database management systems ...of data and especially for effective and efficient retrieval of particular information from a large collection ... See full document
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