Search Results - based classification system

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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Reservoir gate opening classification using multiple classifier system with ant system-based feature decomposition by Husin, Abdullah, Ku-Mahamud, Ku Ruhana

“…Multiple classifier system has been shown to provide better classification accuracy as compared to single classifier system.However, there is no guideline on the number of classifiers to be combined and no measurement was proposed to measure the compactness of the classifiers.This study proposes an ant system-based feature decomposition approach to develop a multiple classifier ensemble for classification of RGO.Experiments have been conducted using the k-nearest neighbour, decision tree, nearest mean classifier and linear discriminant analysis as base classifier, and performance of ant system has been compared with random subspace method.Based on the results, it can be concluded that the multiple classifier with ant system-based feature decomposition produced better classification accuracy than random subspace method. …”
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Content-based audio classification system for bird sounds by Norowi, Noris Mohd, Anuar, Nur Asilah, Mustaffa, Mas Rina, Hussin, Masnida, Nasharuddin, Nurul Amelina

“…This suggests that such a system is beneficial in aiding classification of birds using content-based audio classification methods.…”
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Folktale conceptual model based on folktale classification system of type, motif, and function by Harun, Harryizman, Jamaludin, Zulikha

“…This paper elaborates a study conducted to propose a folktale conceptual model based on folktale classification systems of type, motif, and function.Globally, three distinguish folktale classification systems exist and have been used for many years nonetheless not actually converge and achieve agreement on classification issues. …”
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Classification of file management in web based environment / Nazatul 'Izzati Zainal Abidin by Zainal Abidin, Nazatul 'Izzati

“…The development of classification of file management system in'web based environment should automatically categorizing the upload file. …”
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A feature-based dual-layer ensemble classification method for emotional state recognition / Mehdi Malekzadeh by Mehdi , Malekzadeh

“…The main aim of this research is to improve the classification accuracy of physiological-based emotion recognition systems by proposing a feature-based dual-layer ensemble classification method. …”
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A De-noising Scheme for Enhancing Power Quality Problem Classification System Based on Wavelet Transform and Rule-Based Method by Keow, Chuah Heng, Nallagownden, Perumal, K. S. , Rama Rao

“…To overcome this difficulty and to improve the performance of the system, this paper proposes a suitable de-noising scheme to be integrated into the system so that the classification system is still workable in a noisy environment. …”
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Structural-semantic analysis: a method towards a classification of Malaysian folktale / Harryizman Harun and Zulikha Jamaludin by Harun, Harryizman, Jamaludin, Zulikha

“…The study intends to generate the folktale classification system for the Malay folktales based on an integration of the three distinguished units of the folktale classification system. …”
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Structural-semantic analysis: A method toward a classification of Malaysian folktale by Harun, Harryizman, Jamaludin, Zulikha

“…This paper expounds a method that will be used in a study to propose a Malaysian folktale classification system focusing on Malay folktales. At core, there are three significant folktale classification systems that classify based on three different folktale units: type, motif, and function.Individually, type and motif each classifies based on the content of the folktale, whereas function, the structure of folktale.The study intends to generate the folktale classification system for the Malay folktales based on an integration of the three distinguished units of the folktale classification system.In order to achieve that, the method opted is structural-semantic analysis.The method, which constitutes of three levels of classification, classifies sequentially according to the content and the structure of the Malay folktales. …”
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A systematic review of sign language classification system for real-time application by Joel, Laing Luyoh, Setumin, Samsul, Noorsal, Emilia, Abu Bakar, Siti Juliana, Hadi, Mokh Sholihul

“…Finally, the SLR also proves FieldProgrammable Gate Array (FPGA) as the viable hardware for DL vision-based SL classification system.…”
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FSR vehicles classification system based on hybrid neural network with different data extraction methods by Abdullah, Nur Fadhilah, Abdul Rashid, Nur Emileen, Ibrahim, Idnin Pasya, Raja Abdullah, Raja Syamsul Azmir

“…This paper evaluates the performance of Forward Scatter Radar classification system using as so called “hybrid FSR classification techniques” based on three different data extraction methods which are manual, Principal Component Analysis (PCA) and z-score. …”
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A fuzzy rule base system for mango ripeness classification / Ab Razak Mansor ...[et al.] by Mansor, Ab Razak, Othman, Mahmod, Ali, Noor Rasidah, Ahmad, Khairul Adilah, Jamel Elias, Samsul

“…This paper presents a fuzzy rule based system for the mango ripeness classification. …”
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Starfruit ripeness classification system based on image processing technique / Wan Muhammad Akram Wan Hasan by Wan Hasan, Wan Muhammad Akram

“…Starfruit ripeness classification system based on image processing is a system to identify the ripeness of starfruit whether the starfruit is unripe, ripe or overripe condition. …”
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Development Of An Intelligent System For River Water Quality Classification Based On Algae Composition by Fong, Wai Mei

“…In this study, an intelligent system is developed for the classification of river water quality using the HMLP network. …”
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Android Mobile Malware Classification Based on System Call and Permission Using Tokenization by Intan Nurfarahin Binti Ahmad

Malware classification based on target location by Nasuha, Noor Baha

“…The goal of this project is to classify malware based on target class. To achieve this goal three objectives need to finish up which are to investigate system directory in window based on platform, to design malware classification system based on identified targeted class and to develop system for classifying malware based on target location. …”
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Passive forward scatter radar based on LTE signal for vehicle detection and classification by Abdul Aziz, Noor Hafizah

“…The Doppler spectrum scattered by the vehicle is used as the features for input to the classification system. The classification algorithm was developed based on Principal Component Analysis (PCA) and k-Nearest Neighbours (k-NN). …”
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A De-noising Scheme for Wavelet Based Power Quality Disturbances Detection and Classification system by Keow, Chuah Heng, Nallagownden, Perumal, K. S. , Rama Rao

“…To overcome this difficulty and to improve the performance of the system, this paper proposes a suitable de-noising scheme to be integrated into the system so that the classification system is still workable in a noisy environment. …”
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An enhancement of classification technique based on rough set theory for intrusion detection system application by Noor Suhana, Sulaiman

“…Henceforth, to achieve the aim, current research work proposed an enhancement of discretization algorithm based on Binning Discretization in RST to improve classification performance and to enhance the strategy of generation rules in RST to improve classification performance. …”
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An accurate infant cry classification system based on continuos hidden Markov model by Abdulaziz Y., Ahmad S.M.S.

“…The classification system is trained based on Baum -Welch algorithm on a pair of local feature vectors. …”