[PDF] Top 20 Title: Student Academic Performance Prediction using Machine Learning and Data Mining Techniques
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Title: Student Academic Performance Prediction using Machine Learning and Data Mining Techniques
... input data from the dataset was converted into comma separated-values that stored the data in a tabular ...the data had been loaded into the database, the loaded data was thus ...placement ... See full document
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Title: STUDENT ACADEMIC PERFORMANCE USING DATA MINING TECHNIQUES
... of data from various perspectives and summarizing it into useful ...produces data that reasonable conclusions are derived by stakeholders for decision making that expectedly impact on students' ... See full document
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Intelligent Computational Techniques for Crops Yield Prediction and Fertilizer Management over Big Data Environment
... Paper Title: Data Mining Technology with Fuzzy Logic, Neural Networks and Machine Learning for Agriculture Paper Concept: This paper resolves the problem arisen by farmer‟s decision ... See full document
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Title: PREDICTION OF MU STUDENT’S PERFORMANCE USING DATA MINING TECHNIQUE
... The Naïve Bayes algorithm is a simple probabilistic classifier which is used on Bayes theorem with independence assumptions. It is one of the most basic classification techniques with various application spam ... See full document
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Early Prediction of Students Performance using Machine Learning Techniques
... self learning and self adapting and have hence been used in a lot of difficult applications like predicting share value, breast cancer to name a ...good performance on classification ...simplifies ... 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 ... See full document
6
ID3 Classifier for Pupils' Status Prediction
... These data can be efficiently extracted and mined from the repository by means of Knowledge Discovery Process often called Data Mining, so that it can be used to provide a proven solution to the ... See full document
5
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
Analysis of Student Performance using Machine Learning Techniques
... with student performance, and show that they can be used to enhance CFA ...clickstream data, showing that the incremental improvement is higher in the first few course ...CFA prediction in the ... See full document
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Educational Data mining for Prediction of Student Performance Using Clustering Algorithms
... the prediction of Students’ Academic ...students’ academic performance is a critical issue to the academic community of higher ...clustering techniques applied for educational ... See full document
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Title: Prediction Analysis Techniques of Data Mining: A Review
... function. Performance of the regression analysis can help to extend the ...of learning SVM is to be solved also by recognizing the approximate minimum enclosing a set of instances in the program ... See full document
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Title: Student Performance Analysis Using Data Mining Technique
... of data mining in higher education and explains how data mining saves resources while maximizing efficiency in ...Understanding student types and targeted marketing based on data ... See full document
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ANALYSIS OF STUDENTS DROPOUT FORECASTING USING DATA MINING
... which student needs which type of resource or, in other words, if we are able to predict the results of students, we can improve results and decrease drop out ...used Data Mining in education to ... See full document
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A Review on Prediction of Academic Performance of Students at-Risk Using Data Mining Techniques
... different data mining techniques that can be used to analyse the data available in the educational research issues related to student performance in their ...and Learning ... See full document
10
Student Performance Classification using Adap...
... Predicting student performance based on their academic score is critical for any academic organization; a number of strategies can be used to improve or maintain student ... See full document
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Index Terms- Big data analytics, Machine Learning, Healthcare, Disease Detection, Medical Data Analysis.
... big data is extracted in the medical field and the new concept is introduced in the paper ...the machine learning based disease prediction from medical field and uses the big data ... See full document
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Data Mining Technique for Prediction of Academic Performance of Student using SOM
... for prediction defines how “good” the algorithm ...from data. It is a supervised learning algorithm that is trained by examples for different ... See full document
6
Predicting and Analysis of Students’ Academic Performance using Data Mining Techniques
... MLP using WEKA ...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 ... See full document
6
Stock data prediction using predictive data mining techniques
... a machine learning algorithm used to find relevant and important features for a given dataset ...of machine learning algorithms and most importantly, decrease in accuracy yielded by the ... See full document
7
Agro Genius: Crop Prediction using Machine Learning
... raw data, which are suitable crop for each land areas, past production for districts and historical price ...no prediction technology. Farmers have to go through the data one by one to make any ... See full document
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