[PDF] Top 20 A Review on Prediction of Academic Performance of Students at-Risk Using Data Mining Techniques
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A Review on Prediction of Academic Performance of Students at-Risk Using Data Mining Techniques
... The data mining tools came into existence as the need of the researchers to access the data also ...The data mining tools play an important role in the filtering of data, as ... See full document
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Data mining techniques to improve predictions accuracy of students' academic performance : a case study with Xorro Q : a thesis presented in partial fulfilment of the requirements for Master of Information Science (IT) at Massey University, Auckland, New Zealand in 2018
... increasing data repositories and make data-driven predictions to create a vision for developing strategies to achieve their business ...where data mining techniques can be applied to ... See full document
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Mining Educational Data Using Data Mining Techniques and Algorithms –A Review
... of data mining in educational data mining which has greater impact to improve the students’ academic performance and ...experience. Students’ satisfaction and their ... See full document
5
Educational Data Mining & Students Performance Prediction using SVM Techniques
... Data Mining is very useful in the field of education especially when examining behavior in online learning ...of data. The first review was concerned on the application of data ... See full document
7
Educational Data Mining Students Performance Prediction
... engineering students using multiple decision tree algorithms which resulted in comparative analysis of prediction algorithm to show the better results in their upcoming ...the performance of ... See full document
14
A Review Paper on Prediction of Diabetic Retinopathy using Data Mining Techniques
... DR using morphological process and SVM ...Severe risk assessed for the degree of abnormality of an image using machine learning ...training data to find a best way to classify images into ... See full document
6
Data Mining Technique for Prediction of Academic Performance of Student using SOM
... Educational data mining is the emerging field regarding to prediction of future performance The objective of the proposed methodology is to build the classification model that classifies a ... See full document
6
Feature Selection Algorithms For Predicting Students Academic Performance Using Data Mining Techniques
... student's performance prediction model can have improved with the help of these feature selection ...primary techniques which depends on the general characteristics of the learning data and ... See full document
5
A NOVEL APPROACH TO PREDICT THE STUDENTS ACADEMIC CONCERT THROUGH DATA MINING TECHNIQUES
... Support Vector Machine (SVM) is a supervised machine learning algorithm [4] which can be used for both classification and regression [5][6] challenges. However, it is mostly used in classification problems. Even though ... See full document
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The efficacy of using data mining techniques in predicting academic performance of architecture students.
... predictive performance of the developed ...of academic performance of architecture students in the test set (unseen ...predict academic performance of architecture ... See full document
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Predicting and Analysis of Students’ Academic Performance using Data Mining Techniques
... of data and it is increasing rapidly. Data mining provides effective techniques for discovering useful knowledge and pattern from students’ ...bachelor’s students in computer ... See full document
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Cardiovascular Disease Prediction Using Data Mining Techniques: A Review
... prognosis using data mining techniques and methods that have significant success in improving the health of patients and overall quality of medical ...single data mining ... See full document
9
A review on stock data prediction using predictive data mining techniques
... the performance of our stock ...applied techniques must yield consistent accurate results with certain level of accuracy always in order change the mindset of passive ... See full document
5
Educational Mining: A Comparative Study of Classification Algorithms Using WEKA
... the techniques have to be selected based on the situation ...student performance and found that the factors like students’ grade in senior secondary exam, living location, medium of teaching, ... See full document
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PERFORMANCE ANALYSIS OF STUDENTS CONSUMING ALCOHOL USING DATA MINING TECHNIQUES
... student performance. In this work, we have addressed the prediction of teenager’s alcohol addiction by using demographic, family and other data related to student, different classifiers are ... See full document
13
Analytical Study of Performance of Students using Data Mining Techniques
... knowledge mining technology in higher educational systems; the authors provides a style of road map to help the institutions to spot the ways in which to enhance their ...for students square measure ... See full document
7
Prediction of Heart Disease using Decision Tree a Data Mining Technique
... different data mining techniques to help health care professionals with improved accuracy in the diagnosis of heart disease using neural network, Naive Bayes, Genetic algorithm and Decision ... See full document
8
Prediction Analysis Techniques of Data Mining: A Review
... disease risk prediction (CNN-MDRP) algorithm. The data was gathered from a hospital which included within it both structured as well as unstructured types of ...of prediction accuracy was ... 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
8
Data Mining for Prediction of Students' Performance in the Secondary Schools of the State of Punjab
... WEKA data mining tool and three algorithms namely Decision Tree Algorithm, Naïve Bayesian Algorithm and Zero R Classification ...the performance of ...of data and by using ... See full document
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