[PDF] Top 20 A Data Mining Approach to Predict the Performance of College Faculty
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A Data Mining Approach to Predict the Performance of College Faculty
... Data mining refers to extracting or “mining” knowledge from large amount of ...data. Data mining as a synonym for another popularly used term, knowledge discovery from ... See full document
6
Predicting Student Performance: A Statistical and Data Mining Approach
... grades. Data mining techniques are applied to predict the performance of the students and found that Multi Layer Perception algorithm is best suited to predict the ...to predict ... See full document
5
Evaluation of Teacher’s Performance: A Data Mining Approach
... in data mining applications. From the above data, ...evaluation approach. Since there is no separate evaluation data set, this is necessary to get a reasonable idea of accuracy of the ... See full document
11
Academic Performance Prediction for Success Rate Improvement in Higher Institutions of Learning: An Application of Data Mining Classification Algorithms
... if data mining approach is adopted as a futuristic strategic management ...The Data Mining tool is able to facilitate better resource utilization in terms of student performance, ... See full document
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Using Data Mining to Predict Students Performance
... of data to form useful information is a tedious task for human. Data Mining is the area which analyses large volume of data to extract necessary or useful ...process data like texts, ... See full document
6
A NOVEL APPROACH TO PREDICT THE STUDENTS ACADEMIC CONCERT THROUGH DATA MINING TECHNIQUES
... student performance is a difficult research task due to many different aspects like cultural, social, previous academic performance, interaction with teachers, ...academic performance and their ... See full document
8
International Journal of Computer Science and Mobile Computing
... student’s performance in educational environments is also important as ...academic performance is based upon various factors like personal, social, psychological ...Educational data mining ... See full document
5
A Survey on "Analysis of Faculty Performance Using Data and Opinion Mining"
... Academic Data Mining used many techniques such as Decision Trees, Neural Networks, Naïve Bayes, K- Nearest neighbor, and many ...interactive approach to prune and filter discovered ...new ... See full document
5
Discovering Performance Evaluation Features of faculty Members using Data Mining Techniques to Support Decision Making
... The data set contains 5820 records. Each record represents one faculty members (Lecturer Assistant - Lecturer - Assistant Professor - Associate Professor) from Gaze University in Ankara ...The data ... See full document
5
Performance Analysis of Apriori Algorithm with Progressive Approach for Mining Data
... Data mining is the extraction of hidden descriptive or predictive information from large ...of data where the data can be stored in databases, data warehouses or other information ...of ... See full document
6
Using data mining to improve student retention in HE: a case study
... model-driven data integration is applied to pull data from multiple systems into one data warehouse for reporting and analyzing (Kim, et ...As data in the data warehouse is cleansed and ... See full document
9
A Radical Approach to Forecast the Road Accident Using Data Mining Technique
... avail data mining techniques to analyze the record of accident dataset in recent ...proposed approach by using combinations of machine learning algorithms ...their performance in forecasting ... See full document
8
Performance Analysis for Visual Data Mining Classification Techniques of Decision Tree, Ensemble and SOM
... 6. Data collection is done directly from sales counters for SOM ...6 data sets, each consisting of 240 to 370 data points are ...the data points are used to train SOM nets and remaining half ... See full document
7
Data Mining Techniques In HR Analytics: A Review Of Domain Specific Concepts And Technicalities
... HRM data mining[Strohmeier and Piazza].An increasing number of data mining researches have come out in the last few ...development, performance management andretention of the employees ... See full document
5
A Novel Approach for Predicting Movement of Mobile Users Based on Data Mining Techniques
... to predict future location, including probability models, machine learning techniques, pattern matching, and sequential pattern ...known data before they are used to predict unknown data ... See full document
7
Data Mining Techniques to Predict Cancer Diseases
... Data Source: Initially cancer and non-cancer patients’ data were collected from different diagnostic centres. Data of male and female patients whose age was between 20-70 years old are taken. 20 risk ... See full document
5
PREDICT THE USAGE OF LAPTOPS AMONG STUDENTS IN RURAL AREAS USING WEKA TOOL
... The main objective of the research is to find how the technical resource is utilized by the students. The information is collected from many students who are using laptops. From this data we can able to identify ... See full document
6
An Overview of Data Mining
... of data into one of predefined set of classes or ...the data items into ...company, predict which current employees are probably to leave in the ...our data mining software to classify ... See full document
5
Quality Risk Management – An Integrated Approach in the Mining Industry
... The response can be Quality Risk Integrated Management System that will generate new developments with regards to the safety, health, environment, risk and quality solutions within the division, which will bring ... See full document
7
Application of decision tree as a data mining tool to predict BP systolic diastolic
... Data mining can be defined as the process of finding previously unknown patterns and trends in databases and using that information to build predictive ...of data selection and exploration and ... See full document
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