Search Results - "pre processing"

The impact of pre-processing and feature selection on text classification by Suryanti, Awang, Nur Syafiqah, Mohd Nafis

“…A tweet dataset is utilized and pre-processed using several combinations of pre-processing activities (tokenization, removing stop-words and stemming). …”
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Data pre-processing of website browsing record: An initial step for web page classification by Siti Hawa, Apandi, Jamaludin, Sallim, Rozlina, Mohamed

“…There are many steps in data pre-processing which include data cleaning and web content pre-processing. …”
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The Design of Pre-Processing Multidimensional Data Based on Component Analysis by Jasni, Mohamad Zain, Rahmat Widia, Sembiring

“…This paper aims to improve the quality of pre-processed data based on component analysis. RapidMiner is used for data pre-processing using FastICA algorithm. …”
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Data pre-processing of website browsing records: To prepare quality dataset for web page classification by Siti Hawa, Apandi, Jamaludin, Sallim, Rozlina, Mohamed, Norkhairi, Ahmad

“…Data pre-processing involves two main steps: data cleaning and web content pre-processing. …”
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Data Pre-processing of Website Browsing Records: To Prepare Quality Dataset for Web Page Classification by Siti Hawa, Apandi, Jamaludin, Sallim, Rozlina, Mohamed, Norkhairi, Ahmad

“…Data pre-processing involves two main steps: data cleaning and web content pre-processing. …”
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Data pre-processing for cardiovascular disease classification: A systematic literature review by Irfan Javid, Irfan Javid, Ghazali, Rozaida, Muhammad Zulqarnain, Muhammad Zulqarnain, Hassan, Norlida

“…The foremost objective of this paper is to highlight and summarize the research work about (i) data preparation techniques mostly used, (ii) the impact of pre-processing procedures on the accuracy of a heart disease prediction system, (iii) classifier enactment with data pre-processing techniques, (4) comparison in terms of accuracy of the different pre-processing model. …”
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Data pre-processing for cardiovascular disease classification: A systematic literature review by Irfan Javid, Irfan Javid, Ghazali, Rozaida, Muhammad Zulqarnain, Muhammad Zulqarnain, Hassan, Norlida

“…The foremost objective of this paper is to highlight and summarize the research work about (i) data preparation techniques mostly used, (ii) the impact of pre-processing procedures on the accuracy of a heart disease prediction system, (iii) classifier enactment with data pre-processing techniques, (4) comparison in terms of accuracy of the different pre-processing model. …”
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Data pre-processing for cardiovascular disease classification: A systematic literature review by Irfan Javid, Irfan Javid, Ghazali, Rozaida, Muhammad Zulqarnain, Muhammad Zulqarnain, Hassan, Norlida

“…The foremost objective of this paper is to highlight and summarize the research work about (i) data preparation techniques mostly used, (ii) the impact of pre-processing procedures on the accuracy of a heart disease prediction system, (iii) classifier enactment with data pre-processing techniques, (4) comparison in terms of accuracy of the different pre-processing model. …”
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Data pre-processing for cardiovascular disease classification: A systematic literature review by Javid, Irfan, Ghazali, Rozaida, Muhammad Zulqarnain, Muhammad Zulqarnain, Hassan, Norlida

“…The foremost objective of this paper is to highlight and summarize the research work about (i) data preparation techniques mostly used, (ii) the impact of pre-processing procedures on the accuracy of a heart disease prediction system, (iii) classifier enactment with data pre-processing techniques, (4) comparison in terms of accuracy of the different pre-processing model. …”
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Data pre-processing for cardiovascular disease classification: A systematic literature review by Javid, Irfan, Ghazali, Rozaida, Muhammad Zulqarnain, Muhammad Zulqarnain, Hassan, Norlida

“…The foremost objective of this paper is to highlight and summarize the research work about (i) data preparation techniques mostly used, (ii) the impact of pre-processing procedures on the accuracy of a heart disease prediction system, (iii) classifier enactment with data pre-processing techniques, (4) comparison in terms of accuracy of the different pre-processing model. …”
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A Hybridized Pre-Processing Method for Detecting Tuberculosis using Deep Learning by Elashmawy, A.M.A., Elamvazuthi, I., Ali, S.S.A., Natarajan, E., Paramasivam, S.

“…In this research, the experimental design is to apply augmentation and segmentation to CXR images as pre-processing and use a pretrained CNN model to classify the pre-processed images. …”
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Chain coding and pre processing stages of handwritten character image file by Suliman, Azizah, Sulaiman, Md. Nasir, Othman, Mohamed, O. K. Rahmat, Rahmita Wirza

“…This paper discusses in detail some of the algorithms used in the pre-processing stages of an offline handwritten character image file. …”
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Pre-processing methods for vehicle lane detection / Muhammad Naim Mazani ... [et al.] by Mazani, Muhammad Naim, Abdul-Rahman, Shuzlina, Mutalib, Sofianita

“…Thus, determining the right techniques for pre-processing such data would be a challenge. The objectives of this study are to pre-process the scanned images and apply the image recognition algorithm for lane detection. …”
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Influence of different pre-processing methods in predicting sugarcane quality from near-infrared (NIR) spectral data by Mat Lazim, Siti Saripa Rabiah, Mat Nawi, Nazmi, Chen, Guangnan, Jensen, Troy, Md Rasli, Ahmad Muslim

“…From this study, it was concluded that pre-processing can improve the model performances where MSC method was found to give the highest prediction accuracy value.…”
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Detection of Tuberculosis Based on Hybridized Pre-Processing Deep Learning Method by Elashmawy, M.A., Elamvazuthi, I., Izhar, L.I., Paramasivam, S., Su, S.

“…This paper proposes a new approach for improving the performance of CAD systems by using a hybrid pre-processing method for Convolutional Neural Network (CNN) models. …”
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Data Pre Processing Methodology for Computational Experiment in Analyzing Protein Interaction Networks by Jamaludin, Sallim, Rosni, Abdullah, Ahamad Tajudin, Khader

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A Simplified GUI for EEG Acquisition and Signal Pre-Processing by Woon , Tian Lok

“…The main objective of this project is to design a Graphic User Interface (GUI) to acquire and pre-processing the raw Electroencephalogram (EEG) signal in MATLAB for further brain analysis. …”
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A comparative study on the pre-processing and mining of Pima Indian diabetes dataset by Amatul, Zehra, Tuty, Asmawaty, Md Aris, Mohd Aznan

“…This paper compares the classification accuracies of non-processed and pre-processed data. The results clearly show that the pre-processed data gives better classification accuracy.…”
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Analysis of scaling factor in terrestrial laser scanning pre-processing procedure / Nurathirah Mat Zain by Mat Zain, Nurathirah

“…Statistical analysis was executed and results show that the scaling factor in laser scanner pre-processing procedure was not significant at 95% confidence interval. …”
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An effective pre-processing phase for gene expression classification by Choon, Sen Seah, Shahreen, Kasim, Mohd Farhan, Md Fudzee, Mohd Saberi, Mohamad, Rd Rohmat, Saedudin, Rohayanti, Hassan, Mohd Arfian, Ismail, Rodziah, Atan

“…In machine learning, data pre-processing is the very initial stage. It is a must to make sure the dataset is totally suitable for the requirement. …”
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