Integration Of Unsupervised Clustering Algorithm And Supervised Classifier For Pattern Recognition
In a real world, pattern recognition problems in diversified forms are ubiquitous and are critical in most human decision making tasks. In pattern recognition system, achieving high accuracy in pattern classification is crucial. There are two general paradigms for pattern recognition classification...
| Main Author: | Leong, Shi Xiang |
|---|---|
| Format: | Thesis |
| Language: | English |
| Published: |
2017
|
| Subjects: | |
| Online Access: | http://eprints.usm.my/39416/ http://eprints.usm.my/39416/1/Leong_Shi_Xiang_24_Pages.pdf |
Similar Items
Comparison of supervised and unsupervised learning classifiers for human posture recognition
by: Htike, Kyaw Kyaw, et al.
Published: (2010)
by: Htike, Kyaw Kyaw, et al.
Published: (2010)
A Robust and Fast Computation Touchless Palm Print
Recognition System Using LHEAT and the IFkNCN Classifier
by: Jaafar, Haryati, et al.
Published: (2015)
by: Jaafar, Haryati, et al.
Published: (2015)
Finger Vein Recognition Using Pattern Map As Feature Extraction
by: Teoh, Saw Beng
Published: (2012)
by: Teoh, Saw Beng
Published: (2012)
Enhanced Clustering Algorithms For Gray-Scale Image Segmentation
by: Siddiqui, Fasahat Ullah
Published: (2012)
by: Siddiqui, Fasahat Ullah
Published: (2012)
Finger Vein Recognition Algorithm Using Phase Only Correlation.
by: Mahri, Nurhafizah, et al.
Published: (2010)
by: Mahri, Nurhafizah, et al.
Published: (2010)
Segmentation Of Stretched Pap Smear Cytology Images Using Clustering Algorithm.
by: Ghafar, R, et al.
Published: (2003)
by: Ghafar, R, et al.
Published: (2003)
An evolutionary harmony search algorithm with
dominant point detection for recognition-based
segmentation of online Arabic text recognition
by: Moayad, Yousif Potrus, et al.
Published: (2014)
by: Moayad, Yousif Potrus, et al.
Published: (2014)
Development Of Intelligent Classifier And Estimator For Tualang Honey Purity
by: Subari, Norazian
Published: (2014)
by: Subari, Norazian
Published: (2014)
Balancing Exploitation And Exploration Search Behavior On Nature-Inspired Clustering Algorithms
by: Alswaitti, Mohammed Y. T.
Published: (2018)
by: Alswaitti, Mohammed Y. T.
Published: (2018)
Pattern recognition of partial discharge signal in gas insulated switchgear apparatus using visual and cluster analysis
by: Tan, Kay Huan, et al.
Published: (2002)
by: Tan, Kay Huan, et al.
Published: (2002)
Improved Local Line Binary Pattern
(Illbp): An Improved Lbp-Based Biometric
Descriptor For Face And Finger Vein
Recognition
by: Chaiwuh, Shing
Published: (2013)
by: Chaiwuh, Shing
Published: (2013)
Towards Practical Face Recognition System Employing Row-Based Distance Method In 2dpca Based Algorithms
by: Al-Arashi, Waled Hussein Mohammed
Published: (2014)
by: Al-Arashi, Waled Hussein Mohammed
Published: (2014)
Development Of Human Skin Detection Algorithm Using Multilayer Perceptron Neural Network And Clustering Method
by: Al-Mohair, Hani Kaid Saif
Published: (2017)
by: Al-Mohair, Hani Kaid Saif
Published: (2017)
Realization Of The 1D Local Binary Pattern (LBP) Algorithm In Raspberry Pi For Iris Classification Using K-NN Classifier
by: Siow, Shien Loong
Published: (2018)
by: Siow, Shien Loong
Published: (2018)
Finger Vein Recognition Based On An Improved K-Nearest Centroid Neighbor Classifier
by: Ng, Yee Wei
Published: (2017)
by: Ng, Yee Wei
Published: (2017)
Automatic Initialization Of Contour For Level Set Algorithms Guided By Integration Of Multiple Views To Segment Abdominal CT Scans
by: Jawarneh, Mahmoud Saleh, et al.
Published: (2010)
by: Jawarneh, Mahmoud Saleh, et al.
Published: (2010)
License Plate Recognition using Multi-cluster and Multilayer Neural Networks
by: Sheikh Abdullah, Siti Norul Huda, et al.
Published: (2006)
by: Sheikh Abdullah, Siti Norul Huda, et al.
Published: (2006)
Investigation on The Usefulness of
Bioinformatics Application Techniques
For Arabic Character Recognition
by: Ngah, Umi Kalthum
Published: (2013)
by: Ngah, Umi Kalthum
Published: (2013)
A Hybrid Artificial Neural Network Model For Data Visualisation, Classification, And Clustering
by: Teh, Chee Siong
Published: (2006)
by: Teh, Chee Siong
Published: (2006)
3D Object Recognition Using Multiple Views And Neural Networks.
by: Mashor, M Y, et al.
Published: (2006)
by: Mashor, M Y, et al.
Published: (2006)
Vision-Based Virtual Using Gesture Recognition for Robotic Platform Control.
by: Nordin, Nadira, et al.
Published: (2010)
by: Nordin, Nadira, et al.
Published: (2010)
Completed Local Ternary Pattern for Rotation Invariant Texture Classification
by: Rassem, Taha H., et al.
Published: (2014)
by: Rassem, Taha H., et al.
Published: (2014)
A Vision-Based Human Hand Gesture Recognition Interface For Image Browsing Application
by: Chan , Lih Yang
Published: (2009)
by: Chan , Lih Yang
Published: (2009)
Automated Seed-Based Region Growing Using The Moving K-Means Clustering For The Detection Of Mammographic Microcalcifications.
by: Ngah, Umi Kalthum, et al.
Published: (2003)
by: Ngah, Umi Kalthum, et al.
Published: (2003)
Integrating Statistical Techniques With The Reliability Engineering Methodology Of 'Failure Mode And Effects Analysis' For Continuous Improvement Of Manufacturing
Processes.
by: Abdul Aziz, Zalina, et al.
Published: (2003)
by: Abdul Aziz, Zalina, et al.
Published: (2003)
Feature Selection and Classifier Parameter Estimation for Egg Signal Peak Detection using Gravitational Search Algorithm
by: Zuwairie, Ibrahim, et al.
Published: (2014)
by: Zuwairie, Ibrahim, et al.
Published: (2014)
Human gait recognition: viewing angle effect on normal walking pattern
by: Makhdoomi, Nahid A., et al.
Published: (2014)
by: Makhdoomi, Nahid A., et al.
Published: (2014)
Band-Limited Phase-Only Correlation (Blpoc) Using Fpga For Finger Vein Recognition System
by: Tan, Chee Wei
Published: (2013)
by: Tan, Chee Wei
Published: (2013)
Voice Recognition Algorithm in the Development of Universal Remote Control
by: Muda, Lindasalwa, et al.
Published: (2009)
by: Muda, Lindasalwa, et al.
Published: (2009)
Exploring High Resolution Test Pattern To Improve The Cache Failure Analysis
by: Ong, Chein Ee
Published: (2017)
by: Ong, Chein Ee
Published: (2017)
Central Pattern Generator In Bio-Inspired Robot:
Simulation Using MATLAB
by: Kassim, Muhammad Hafiz, et al.
Published: (2008)
by: Kassim, Muhammad Hafiz, et al.
Published: (2008)
Detection And Identification Of Stiction In Control Valves Based On Fuzzy Clustering Method
by: Daneshwar, Muhammad Amin
Published: (2016)
by: Daneshwar, Muhammad Amin
Published: (2016)
Multi-View Technique For 3-D Robotic Object Recognition System Using Neuro-Fuzzy Method.
by: Osman, M. Khusairi, et al.
Published: (2003)
by: Osman, M. Khusairi, et al.
Published: (2003)
Improved Stereo Vision Algorithms For Robot Navigation
by: Ranjbaran, Ali
Published: (2013)
by: Ranjbaran, Ali
Published: (2013)
Scan Test Coverage Improvement Via Automatic Test Pattern Generation (Atpg) Tool Configuration
by: Salehuddin, Muhammad Redzwan
Published: (2017)
by: Salehuddin, Muhammad Redzwan
Published: (2017)
Novel Art-Based Neural Network Models For Pattern Classification, Rule Extraction And Data Regression
by: Yap , Keem Siah
Published: (2010)
by: Yap , Keem Siah
Published: (2010)
Individual And Ensemble Pattern Classification Models Using Enhanced Fuzzy Min-Max Neural Networks
by: F. M., Mohammed
Published: (2014)
by: F. M., Mohammed
Published: (2014)
A Study And Analysis Of Watermarking Algorithms For Medical Images
by: Abdo Al-Qershi, Osamah Mohammed
Published: (2010)
by: Abdo Al-Qershi, Osamah Mohammed
Published: (2010)
A Study And Analysis Of Watermarking Algorithms For Medical Images
by: Al-Qershi, Osamah Mohammed Abdo
Published: (2010)
by: Al-Qershi, Osamah Mohammed Abdo
Published: (2010)
Performance Enhancement Of Artificial Bee Colony Optimization Algorithm
by: Abro, Abdul Ghani
Published: (2013)
by: Abro, Abdul Ghani
Published: (2013)
Similar Items
-
Comparison of supervised and unsupervised learning classifiers for human posture recognition
by: Htike, Kyaw Kyaw, et al.
Published: (2010) -
A Robust and Fast Computation Touchless Palm Print
Recognition System Using LHEAT and the IFkNCN Classifier
by: Jaafar, Haryati, et al.
Published: (2015) -
Finger Vein Recognition Using Pattern Map As Feature Extraction
by: Teoh, Saw Beng
Published: (2012) -
Enhanced Clustering Algorithms For Gray-Scale Image Segmentation
by: Siddiqui, Fasahat Ullah
Published: (2012) -
Finger Vein Recognition Algorithm Using Phase Only Correlation.
by: Mahri, Nurhafizah, et al.
Published: (2010)