Search Results - Predictive mining techniques

A systematic literature review on predicting students academic performance by using data mining techniques by Suhaimi, Nurul Hafida, Ab Jalil, Habibah, Ishak, Iskandar

“…Given the scarcity of research on existing prediction techniques in Malaysia context, a detailed literature review on employing data mining techniques to predict student performance is suggested. …”
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Identification of significant features and data mining techniques in predicting heart disease by Amin, Mohammad Shafenoor, Chiam, Yin Kia, Varathan, Kasturi Dewi

“…Experiment results show that the heart disease prediction model developed using the identified significant features and the best-performing data mining technique (i.e. …”
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Identifying significant features and data mining techniques in predicting cardiovascular disease / Mohammad Shafenoor Amin by Mohammad Shafenoor , Amin

“…This research predicts the cardiovascular disease using the identified significant features and data mining techniques. …”
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GCMT-189 An Efficient Time Series Analysis for Pharmaceutical Sector Stock Prediction by Applying Hybridization of Data Mining and Neural Network Technique by Das, Debashish, Sadiq, Ali Safa, Noraziah, Ahmad

“…The prediction performance through the hybridization of data mining and neural network technique is evaluated and positive performance improvement of prediction is observed which is very encouraging for investors. …”
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Stock Market Prediction with Big Data Through Hybridization of Data Mining and Optimized Neural Network Techniques by Das, Debashish, Sadiq, Ali Safa, Noraziah, Ahmad, Lloret, Jaime

“…Data mining allows for useful information to be extracted from a huge data set whilst neural network is capable in predicting future trends from large databases; the hybridization of both these techniques can therefore achieve much reliable and robust prediction. …”
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Data mining techniques for disease risk prediction model: A systematic literature review by Ahmad W.M.T.W., Ghani N.L.A., Drus S.M.

“…Decision making; Decision trees; Forecasting; Health care; Soft computing; Accuracy evaluation; Classification technique; Data mining algorithm; Descriptive analysis; Disease risks; Infectious disease; Risk prediction models; Systematic literature review; Data mining…”

Developing debt risk model using data mining for IRBM / Hamisah Mohamed Azidin by Mohamed Azidin, Hamisah

“…The objective of this study is to choose a suitable data mining methodology or framework and what is suitable data mining technique to build a predictive model debt risk for taxpayers who have debts with IRBM. …”
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Applying data mining classification techniques for employee’s performance prediction by Jantan, Hamidah, Puteh, Mazidah, Hamdan, Abdul Razak, Ali Othman, Zulaiha

“…An experiment is carried out to demonstrate the feasibility of the suggested classification techniques using employee’s performance data. Thus, the experiment results, we suggest the potential classification techniques and the possible prediction model for employee’s performance forecasting.…”
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An Efficient Time Series Analysis for Pharmaceutical Sector Stock Prediction by Applying Hybridization of Data Mining and Neural Network Technique by Das, Debashish, Sadiq, Ali Safa, Noraziah, Ahmad

“…Findings: The prediction performance through the hybridization of data mining and neural network technique is evaluated and positive performance improvement of prediction is observed which is very encouraging for investors. …”
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Enhancing predictive crime mapping model using association rule mining for geographical and demographic structure by Asmai, S. A.

“…This research project is to enhanced predictive crime mapping model with data mining technique to predict the possible rate of crime occurrence. …”
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STUDENT’S PERFORMANCE PREDICTION USING EDUCATIONAL DATA MINING by QUAH, MIN QI

“…The most used technique for prediction is educational data mining. …”
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Evaluation of data mining models for predicting concrete strength by Wong, Chuan Ming

“…The efficiency and accuracy of concrete strength prediction can be improved by using data mining techniques. …”
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Intelligent decision support system for employee's performance prediction / Hamidah Jantan … [et al.] by Jantan, Hamidah

“…Nowadays, data mining techniques are widely used in various fields, but it has not attracted much attention people in Human Resource(HR) field. …”
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Data mining techniques for transformer failure prediction model: A systematic literature review by Ravi N.N., Mohd Drus S., Krishnan P.S.

“…Classification (of information); Forecasting; Industrial electronics; Outages; Power transformers; Preventive maintenance; Classification algorithm; Data mining algorithm; Maintenance strategies; Performance measurements; Prediction techniques; Predictive maintenance; Systematic literature review; Transformer failure; Data mining…”

Predicting student’s GPA via educational data mining / Dr Wan Fairos Wan Yaacob … [et al.] by Wan Yaacob, Wan Fairos, Md Nasir, Syerina Azlin, Mohamad Sobri, Norafefah, Wan Yaacob, Wan Faizah

“…Data mining technique is widely used to analyze large amount of data in many areas including educational field. …”
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Predicting quality of object-oriented systems through a quality model based on design metrics and data mining techniques by Loh, C.H., Lee, S.P.

“…Accurate quality models can be built to predict the quality of object-oriented systems by using a subset of the existing object-oriented design metrics and data mining techniques. …”
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Predicting study or work from home satisfaction using data mining technique: A case study in Malaysia by Florence Sia Fui Sze, Lim Hong Yao, Tuen Yong Hao, Peter Chin, Lim Min Xuan

“…There is no work has been done yet for exploring data mining techniques to build a model for predicting work or study from home satisfaction using Malaysia as a case study. …”
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Technical approach in text mining for stock market prediction: a systematic review by Islam, Mohammad Rabiul, Alshaikhli, Imad Fakhri Taha, Mohd. Nor, Rizal, Varadarajan, Vijayakumar

“…Text mining methods and techniques have disclosed the mining task throughout information retrieval discipline in the field of soft computing techniques. …”
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A scientific review of soft-computing techniques and methods for stock market prediction by Islam, Muhammad Rabiul, Taha Alshaikhli, Imad Fakhri, Abdulkadir, A.

“…This paper explores the performance of various methods and its impact on specific text mining field such as web based financial text analysis for stock prediction. …”
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Mapping Data Mining Technique and Gamification Approach for Studying Post-Stroke Rehabilitation Training : A systematic literature review by Nooralisa, Mohd Tuah, Daphne Lianeta, Goh, Syed Nasirin, Syed, Fatimah, Ahmedy, Mohammad, Hossin

“…For rehabilitation, various data mining techniques have been applied to predict and recommend suitable recovery paths and training. …”
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