Search Results - _ classification using

Several Robust Techniques In Two-Groups Unbiased Linear Classification by Okwonu, Friday Zinzendoff

“…Contamination models and control variables were used to investigate the classification performance of these linear classification rules. …”
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Modeling students' background and academic performance with missing values using classification tree by Hasan, Norsida

“…Fifteen percent of student's background data are eliminated and classification tree with imputation is used to predict student's degree classification. …”
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Text classification using modified multi class association rule by Kamaruddin, Siti Sakira, Yusof, Yuhanis, Husni, Husniza, Al Refai, Mohammad Hayel

“…This paper presents text classification using a modified Multi Class Association Rule Method.The method is based on Associative Classification which combines classification with association rule discovery. …”
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Hyperspectral discrimination of tree species with different classifications using single- and multiple-endmember. by Mohd Shafri, Helmi Zulhaidi, Mohamed Shariff, Abd Rashid, Mansor, Shattri, Ashurov, Ravshan

“…The result shows that using single-endmember, derivative spectra are not useful for a more challenging classification. …”
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Soil contamination classification based on ground penetrating radar data using support vector machine / Mohamad Adib Abdullah by Abdullah, Mohamad Adib

“…In this research the classification method that will be using Support Vector Machine (SVM) classifier. …”
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Hyperspectral discrimination of tree species with different classifications using single- and multiple-endmember by Ghiyamat, A., Shafri, H.Z.M., Mahdiraji, G.A., Shariff, A.R.M., Mansor, S.

“…The result shows that using single-endmember, derivative spectra are not useful for a more challenging classification. …”
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Land use chnages and classification in lojing, Kelantan by Hiew, Jaqcqueline John

“…The land use are then classified and the classification scheme used was of those by the United States Geological Survey (USGS) Land Use/ Land Cover Classification System. …”
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News sentiment and actual price of stock data: using news classification technique / Anupong Sukprasert, Weerasak Sawangloke and Benchamaphorn Sombatthira by Sukprasert, Anupong, Sawangloke, Weerasak, Sombatthira, Benchamaphorn

“…There were seventeen companies’ data used to analyze the data. News classification techniques was used to sort out key features for further classification. …”
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Sarcasm detection and classification to support sentiment analysis: a study in Malay social media by Mohd Suhairi Md Suhaimin

“…The classification of users’ sentiment from social media data can be used to determine public opinion on certain issues. …”
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Classification Of Brainwave Using Data Mining In Producing An Emotional Model by Khairul Anuar, Nurshuhada Mahfuz, Md Jan Nordin, Waidah Ismail, Mohd Zalisham Jali

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Enhancing Spectral Classification Using Adaboost by Saipullah, Khairul Muzzammil

“…In this paper, we proposed a method to enhance the spectral classification using the Adaboost for hyperspectral image analysis. …”
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Classification o f excessive water usage based on a Quantifier Fuzzy Classification System / Halimatusakina Omar and Hanis Wahidah Uzi by Omar, Halimatusakina, Uzi, Hanis Wahidah

“…A fuzzy quantifier based classification system or known as Fuzzy QSBA is proposed to be used as a method to generate and simplifies rules. …”
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REMOTE SENSING TECHNIQUES FOR OIL PALM AGE CLASSIFICATION USING LANDSAT-5 TM SATELLITE by Vadivelu, Shamala, Asmala, A., Yun-Huoy, C.

“…The accuracy of the classifications was then assessed by comparing the classifications with a reference set using a confusion matrix technique. …”
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Dengue classification system using clonal selection algorithm / Karimah Mohd by Mohd, Karimah

“…Some of the dengue data are used to test the dengue classification system to produce the classification accuracy. …”
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A review of recent approaches for emotion classification using electrocardiography and electrodermography signals by Aaron Frederick Bulagang, Ng, Giap Weng, James Mountstephens, Jason Teo

“…This paper reviews emotion classification investigations, focusing on the use of the Electrocardiogram (ECG) and Electrodermography (EDG)/Galvanic Skin Response (GSR) as input features. …”
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Classification of tropical rainforest using different classification algorithm based on remote sensing imagery: A study of Gunung Basor by Intan Noradybah Md Rodi

“…Thehighest accuracy for classification map of Gunung Basor is by using maximum likelihood algorithm with an accuracy of 82.90%. …”
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Comparative study of pixel-based and object-based in monitoring benthic classification / Puteri Norsarifah Suhada Mohd Zaidi by Mohd Zaidi, Puteri Norsarifah Suhada

“…Both pixel-based used Maximum Likelihood method and object-based classification was used as an approach of Nearest Neighbour (KNN) method using segmentation before the classification. …”
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Pushing the boundaries of EEG-based emotion classification using consumer-grade wearable brain-computer interfacing devices and ensemble classifiers by Jason Teo, Nazmi Sofian Suhaimi, James Mountstephens

“…Using a test cohort of 31 users with stimuli presented via an immersive virtual reality environment, we present results that show that classification accuracies were able to be pushed to beyond 85% using ensemble classification methods in the form of Random Forest.…”
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Sarcasm detection and classification to support sentiment analysis : A study in malay social media by Mohd Suhairi Md Suhaimin

“…The classification of users' sentiment from social media data can be used to determine public opinion on certain issues. …”
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Automatic topic-based web page classification using deep learning by Siti Hawa, Apandi, Jamaludin, Sallim, Rozlina, Mohamed, Norkhairi, Ahmad

“…The review process looked at the dataset, features, algorithm, pre-processing used in classification of web pages, document representation technique and performance of the web page classification model. …”
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