[PDF] Top 20 Academic performance prediction algorithm based on fuzzy data mining
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Academic performance prediction algorithm based on fuzzy data mining
... an algorithm for prediction of academic performance of students by fuzzy data ...The fuzzy-trace concept applied to predict the academic performance of the ... See full document
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A COMPARISON OF DATA MINING TECHNIQUES FOR GOING CONCERN PREDICTION
... Competition Algorithm (ICA). In addition, we have presented more advanced data mining techniques, like Adaptive Network Based Fuzzy Inference Systems (ANFIS) and Support Vector ... See full document
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A Novel Hybrid Approach Of Adaboostm2 Algorithm And Differential Evolution For Prediction Of Student Performance
... The prediction of performance of student is a very important task for institutions of higher ...The academic performance of students aids the teachers, instructors and management of ... See full document
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Title: Student Academic Performance Prediction using Machine Learning and Data Mining Techniques
... Educational Data Mining is an emerging discipline, concerned with developing methods for exploring the unique and increasingly large-scale data that come from various educational sources, and using ... See full document
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Academic Performance Prediction for Success Rate Improvement in Higher Institutions of Learning: An Application of Data Mining Classification Algorithms
... student performance at high school level, identification of the slow learners’ performance, identification of the highly influencing predictive variables on the academic performance of high ... See full document
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Enhanced Churn Prediction Model Based on Comparative Analysis of Data Mining Classifier Algorithm
... the data for validation set; this data set will be used for tuning various hyper parameters affecting the model (Witten, Frank, Hall &Pal, ...the data is prepared, it will be spilt into a ... See full document
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... rule mining to extracts useful information from a large set of ...student’s data, their techniques mentioned above are used for matching the organization with the ...predicting performance of ... See full document
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Stock Price Index Movement Prediction Using Adaptive Firefly Algorithm Based Association Rule Mining
... raw data and signal ...predicted data as output ...the algorithm weakness towards heterogeneous dataset. Stock Evaluation based Mining [7] was developed to forecast the ... See full document
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Educational Data Mining Students Performance Prediction
... of prediction algorithm to show the better results in their upcoming ...the performance of student in the end semester or final ...students’ performance, that were predicted to promoted or ... See full document
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PREDICTION OF STUDENT ACADEMIC PERFORMANCE USING CLUSTERING
... of data by deriving similarly few tools from relatively several measured variables based on how the estimated variables load on the ...of data clustering termed K-means clustering which is applied to ... See full document
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A Fuzzy Probabilistic Neural Network for Student’s Academic Performance Prediction
... applied data mining in different areas of education, such as enrolment management ([2], [21]), graduation ([4], [30]), academic performance ([23], [28], ...of data mining ... See full document
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Prediction of bankruptcy using big data analytic based on fuzzy c-means algorithm
... is based on K-means cluster distribution in order to solve the problems of imbalance set of ...the algorithm to optimize the bias and weight of the neural network and thereby resulted into better ...genetic ... See full document
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Prediction of Data Sets by using Fuzzy Mining Association Rule
... of fuzzy association rules. Firstly, we build the membership function based on standard Deviation and mean for each conditional ...AprioriTid mining algorithm to extract fuzzy ... See full document
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Diabetes data prediction using data classification algorithm
... diabetes data for his effort and the decision tree using WEKA has been used to put up the prediction ...Diabetic data set was used to implement Association ...machine based on quantum particle ... 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 ...the academic ... See full document
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Data Mining Technique for Prediction of Academic Performance of Student using SOM
... Clustering is finding groups of objects such that the objects in one group will be similar to one another and different the objects in another group [4]. In educational area, clustering will be used to grouping students ... See full document
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Modeling Academic Performance Evaluation using Fuzzy C Means Clustering Techniques
... Rule Based Fuzzy Expert System automatically converts the crisp data into fuzzy set and also calculates the total mark of a student appeared in semsete-1 and semester-2 ...of Fuzzy ... See full document
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Intrusion Detection System Based on Data Mining Techniques
... efficient algorithm for mining association ...Another algorithm called Matrix Algorithm developed by Yuan and Huang (2005) generates a matrix which entries 1 or 0 by passing over the cruel ... See full document
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Survey on Credit Card Fraud Detection Methods
... The FDS system consists of four components, namely, rule-based filter, Dempster–Shafer adder, transaction history database and Bayesian learner. In the rule-based component, the suspicion level of each ... See full document
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AN EFFICIENT CLASSIFICATION ALGORITHM FOR THE PREDICTION OF DISEASES USING DATA- MINING
... of data that was being created humans invented algorithms that produce results once a query is ...came data mining. In data mining, algorithms seek out patterns and rules within the ... See full document
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