[PDF] Top 20 Student’s Academic Performance Prediction Using Factor Analysis Based Neural Network
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Student’s Academic Performance Prediction Using Factor Analysis Based Neural Network
... others. Neural networks have a remarkable ability to derive meaning from complicated or imprecise data and can be used to extract patterns and detect trends that are too complex to be noticed by either humans or ... See full document
6
Performance Analysis of Classification Algorithms for Prediction of Student Failure in College using Academic Data Processing
... for prediction are ...implemented using WEKA ...improved performance. Students ranking is based on average percentage calculated and by sorting average percentage in descending ...and ... See full document
5
Data Mining Application in Enrollment Management: A Case Study
... the student performance by selecting a sample of 300 students (225 males, 75 females) from a group of colleges affiliated to Punjab university of ...with student performance” was ...regression ... See full document
6
Closed-form formulas for the electromagnetic parameters of inverted microstrip line
... good academic performance and good placement before they complete their ...studies. Academic performance of the students can be achieved by providing them good educational ...a student ... See full document
7
Prediction of Construction Project Performance using Regression Analysis and Artificial Neural Network
... project performance is one of the most demanding tasks in predicting whether the project will be ...effective performance of construction project cannot be achieved without challenges and ...is based ... See full document
8
Multi Layer Feed Forward Neural Network Knowledge Base to Future Stock Market Prediction
... Artificial Neural Network model based ...methods. Using learning technique observations are formed from the past details of the ...by using this multi-layer ...fundamental ... See full document
15
Student Performance and Academic Pattern Analysis
... important factor influencing the society, it has to be carried out in an organised and effective ...By analysis the student’s academic performance data we can draw patterns of their behaviour ... See full document
6
An Approach to Predict a Student’s Academic Performance using Recurrent Neural Network (RNN)
... In this paper, a modified vanilla RNN is used to make the prediction of a student’s performance. After building the proposed system, a comparative study is made with the Deep neural network ... See full document
5
Predicting Student’s Performance Using Data Mining Techniques: A Survey From 2002 To 2020
... predict performance of students. Neural networks process data in the same way as human brain ...does. Neural networks are a group of interconnected ...a neural network is similar to the ... See full document
5
Data Mining Technique for Prediction of Academic Performance of Student using SOM
... the student academic ...regression analysis and it was found that the factors like mother’s education and student’s family income were highly correlated with the student academic ...the ... See full document
6
Online Full Text
... cluster analysis and neural network prediction models were used to mine performance and wellness data of first-year engineering students to identify factors that may cause ...university ... See full document
8
Analysis of Earth Embankment Structures using Performance-based Probabilistic Approach including the Development of Artificial Neural Network Tool.
... limit analysis to analyze the stability of reinforced slopes with piles in anisotropic and nonhomogeneous ...a factor of safety to be greater than one for all ...then analysis is preformed to obtain ... See full document
217
Cardiovascular Disease Prediction from Electrocardiogram by Using Machine Learning
... CVD prediction are usually invasive and ...accurate prediction by utilizing the complex in- teractions among relevant risk ...minant analysis, linear and quadratic support vector machines, decision ... See full document
15
A Fuzzy Probabilistic Neural Network for Student’s Academic Performance Prediction
... student’s performance data can be analyzed and presented for an academic decision making and academic decision support ...Reasoning based on fuzzy approaches has been successfully applied for ... See full document
8
Prediction of Student Academic Performance using Neural Network, Linear Regression and Support Vector Regression: A Case Study
... their performance and choose the best algorithms to be integrated into their (E-learning Web Miner) ...three academic years from 2007 to 2010 at the University of ...the performance and the accuracy ... See full document
9
Student Academic Performance Prediction using Artificial Neural Networks: A Case Study
... study, student dataset of 2018 academic year was obtained from the Department of Networking and System Security in ...and Academic data: Grade Point Average of first semester (as GPA_1) which is ... See full document
6
Assessment of Coal Through Analysis of Various Properties of Coal Sample and Prognosis of Calorific Value by Artificial Neural Network
... final analysis of coal also wants terribly pricey equipment and trained analyst, where as Moisture(M), ash(A),Volatile matter(VM), and Fixed carbon(FC) are proximate analysis of coal by exploitation easy ... See full document
6
Model of Electric Power Load by Adaptive Neural Network
... presented using multi parameter ...mainly based on decomposition and fragmentation of time ...forecasting using artificial neural network (ANN) is given in ...intelligence based ... See full document
6
Research of adaptive control algorithm research based on rough set and implementation
... adaptive neural network algorithm has strong compatibility, some noise data, not including related function and reduce the input dimension, a fast learning process, uncertainty processing and force ... See full document
7
Performance Analysis of neural network based image processing mechanism to detect lung cancer
... a neural system based way to deal with identify lung tumor from crude chest X-beam ...of neural system to prepare and to check whether the removed nodule is a threatening or ... See full document
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