Search Results - predictive ((mining techniques) OR (learning techniques))

A generalized e-learning usage behaviour model by data mining technique by Chayanukro, Songsakda, Mahmuddin, Massudi, Husni, Husniza

“…Current study on e-Learning user’s behaviour model obtained the specific models.In many cases, the e-Learning user’s behaviour model for open source e-Learning system such as Moodle, which can predict learning outcome or learning performance is still deficient and cannot generally apply in many institutions due to the fact that the majority of prediction models were developed particularly for certain institutions. …”
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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

“…One of the applications is the ability to predict the student performance. Recently, Educational Data Mining helps the educational institution to adapt with a new teaching technique for the learning processes and learners. …”
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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

“…People’s satisfaction on work from home is crucial in determining their work productivity and efficiency whereas student’s satisfaction on study from home is important for their learning effectiveness. 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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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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The prediction of students' academic performance using classification data mining techniques by Fadhilah, Ahmad, Azwa, Abdul Aziz, Nur Hafieza, Ismail

“…Data Mining provides powerful techniques for various fields including education. …”
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Comparative analysis of data mining techniques for business data by Jamil, Jastini, Mohd Shaharanee, Izwan Nizal

“…Data mining is the process of employing one or more computer learning techniques to automatically analyze and extract knowledge from data contained within a database.Companies are using this tool to further understand their customers, to design targeted sales and marketing campaigns, to predict what product customers will buy and the frequency of purchase, and to spot trends in customer preferences that can lead to new product development.In this paper, we conduct a systematic approach to explore several of data mining techniques in business application.The experimental result reveals that all data mining techniques accomplish their goals perfectly, but each of the technique has its own characteristics and specification that demonstrate their accuracy, proficiency and preference.…”
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Predicting students’ performance in English and Mathematics using data mining techniques by Muhammad Haziq, Roslan, Chwen Jen, Chen

“…This study attempts to predict secondary school students’ performance in English and Mathematics subjects using data mining (DM) techniques. …”
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Predicting software defects using machine learning techniques by Aquil, M.A.I., Ishak, W.H.W.

“…While machine learning techniques such as Deep Learning technique, Ensembling, Data Mining, Clustering and Classification are known to help predict the location of defects in code bases, researchers have not yet agreed on which is the best predictor model. …”
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Predicting students’ performance in English and Mathematics using data mining techniques by Muhammad Haziq, Bin Roslan, Chwen Jen, Chen

“…This study attempts to predict secondary school students’ performance in English and Mathematics subjects using data mining (DM) techniques. …”
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Machine Learning Algorithms for Diabetes Prediction: A Review Paper by Al-Sideiri A., Cob Z.B.C., Drus S.B.M.

“…Computer aided diagnosis; Data mining; Learning systems; Patient treatment; Predictive analytics; Robotics; Support vector machines; Data mining algorithm; Diabetes mellitus; Early diagnosis; Knowledge accumulation; Literature reviews; Prediction techniques; Review papers; Support vector machine algorithm; Learning algorithms…”

The efficiency of hidden naïve bayes technique compared with data mining techniques in early diagnosis of diabetes and prediction system by Bassam Abdo, Al-Hameli, Alsewari, Abdulrahman A.

“…This study examines the efficiency of the four machine learning techniques including HNB, Decision Tree C4.5, Naive Bayes (NB), and Support Vector Machine (SVM) on the diabetes data set to identify the possibility of creating predictive models with real impact. …”
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Classification with degree of importance of attributes for stock market data mining by Khokhar, Rashid Hafeez, Md. Sap, Mohd. Noor

“…Many statistical and data mining techniques have been used to predict time series stock market. …”
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Data Mining and Prediction Tools (for Predicting Stndents' Success in Programming Course) by Che Nordin, Che Sarah

“…This project will use the data mining approach and techniques in analyzing different types of data gathered from different educational settings. …”
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An application of predicting student performance using kernel k-means and smooth support vector machine by Sajadin, Sembiring

“…This studyshowedthat the kernel methodhasa capabilityas data mining technique on educational data mining. The results of this studyaresuitableto beusedinmonitoringthe progression of students performancesemester by semesterand supportedthe decision making process by decision makerinHLI.…”
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Neural network and regression models for matriculation college by Razali, Shahirawaty, Siraj, Fadzilah, Yusoff, Nooraini

“…Data mining is a popular technique to find hidden in formation in database. …”
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Setting up a new Radiology Center Technology for improvement : Data mining (Image Mining Technique) by Zubir, Nazira

“…The examples of image processing and classification techniques used for predicting lung cancer are summarized. …”
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An artificial immune system model as talent performance predictor / Siti ‘Aisyah Sa’dan, Hamidah Jantan and Mohd Hanapi Abdul Latif by Sa’dan, Siti ‘Aisyah, Jantan, Hamidah, Abdul Latif, Mohd Hanapi

“…Recently, among the challenges of Human Resource professionals has been managing an organization talent which involves a lot of managerial or human decisions, which sometimes are very uncertain and difficult. Prediction in data mining is among the popular machine learning techniques as a part of intelligent techniques, for example, Bayesian methods, neural network, support vector machine, association rule mining, k-nearest-neighbor, rough sets and fuzzy logic. …”
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Talent classification using support vector machine technique / Hamidah Jantan, Norazmah Mat Yusof and Mohd Hanapi Abdul Latif by Jantan, Hamidah, Mat Yusof, Norazmah, Abdul Latif, Mohd Hanapi

“…Database or data warehouse is rich with hidden information that can be used to provide intelligent decision using data mining technique. Data mining is a widely used approach for knowledge discovery in machine learning. …”
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Prediction of college student academic performance using data mining techniques. by Abd Jalil, Azura, Mustapha, Aida, Santa, Dzulizah, Zain, Nurul Zaiha, Radwan, Rizalina

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