EEG-based emotion classification using wavelet based features and support vector machine classifier

EEG-based emotion classification using wavelet based features and support vector machine classifier

As technology and the understanding of emotions are evolving, there are numerous opportunities for classification of emotion due to the high demand in the psychophysiological research. The researches need an efficient mechanism to recognise the various emotions precisely with less computation comple...

وصف كامل

محفوظ في:

التفاصيل البيبلوغرافية
المؤلف الرئيسي:	M. Razali, Normasliza
التنسيق:	أطروحة
اللغة:	English
منشور في:	2015
الموضوعات:	QA75 Electronic computers Computer science
الوصول للمادة أونلاين:	http://eprints.utm.my/id/eprint/53780/25/NormaslizaMRazaliMFC2015.pdf
الوسوم:	إضافة وسم لا توجد وسوم, كن أول من يضع وسما على هذه التسجيلة!

مواد مشابهة

Grey relational analysis feature selection for cancer classification using support vector machine
بواسطة: Sy. Ahmad Ubaidillah, Sharifah Hafizah
منشور في: (2014)

Improved scheme of e-mail spam classification using meta-heuristics feature selection and support vector machine
بواسطة: Elssied Hamed, Nadir Omer Fadl
منشور في: (2015)

Image retrieval based on user feedback with support vector machine
بواسطة: Voon, Buang Hong
منشور في: (2016)

Classification of electroencephalography signal using statistical features and regression classifier
بواسطة: Sabri, Nurbaity
منشور في: (2014)

Enhanced Synergetic Classifier For Personal Emotion Classification
بواسطة: Wong , Wee Ming
منشور في: (2011)

A new classifier based on combination of genetic programming and support vector machine in solving imbalanced classification problem
بواسطة: Mohd Pozi, Muhammad Syafiq
منشور في: (2016)

Enzyme sub-functional class prediction using multibiological knowledge feature respresentation and twin support vector machine
بواسطة: Guramad Singh, Sharon Kaur
منشور في: (2013)

A new feature-based wavelet completed local ternary pattern (FEAT-WCLTP) for texture and medical image classification
بواسطة: Shamaileh, Abeer Moh'd Salem
منشور في: (2019)

Email categorization using support vector machine
بواسطة: Mohd. Daud, Mariah
منشور في: (2004)

Hybridization Of Optimized Support Vector Machine And Artificial Neural Network For The Diabetic Retinopathy Classification Problem
بواسطة: Kader, Nur Izzati Ab
منشور في: (2019)

A hybrid genetic algorithm and support vector machine classifier for feature selection and classification of gene expression
بواسطة: Tan Ah Chik @ Mohamad, Mohd. Saberi
منشور في: (2005)

Support Vector Machine Based Cloud Quality Of Service Violation Prediction With Rule-Based Rectification
بواسطة: Wong, Tong Sheng
منشور في: (2019)

Molecular database similarity searching using support vector machines (SVM)
بواسطة: Mohammadi, Narges
منشور في: (2009)

Improved feature extraction and lexicon reduction methods classified by support vector machine for Farsi handwritten word recognition system
بواسطة: Akbarpour, Shahin
منشور في: (2011)

Malaysia Ethnicity-based Facial Expression Classification and Emotion Mapping
بواسطة: Izzah Nilamsyukriyah, Buang
منشور في: (2021)

Classification of transient disturbance using Wavelet based support vector machine / Fahteem Hamamy Anuwar
بواسطة: Anuwar, Fahteem Hamamy
منشور في: (2012)

A smart arrhythmia classification system based on wavelet transform and support vector machine techniques
بواسطة: Chia, Nyoke Goon
منشور في: (2017)

Information Theoretic-based Feature Selection for Machine Learning
بواسطة: Muhammad Aliyu, Sulaiman
منشور في: (2018)

An improved multiple classifier combination scheme for pattern classification
بواسطة: Abdullah, ,
منشور في: (2015)

A Machine Learning Classification Approach To Detect Tls-Based Malware Using Entropy-Based Flow Set Features
بواسطة: Keshkeh, Kinan
منشور في: (2022)

Arabic language script and encoding identification with support vector machines and rough set theory
بواسطة: Mohamed Sidya, Mohamed Ould
منشور في: (2007)

Model-based 3d gait biometric using quadruple fusion classifier
بواسطة: Razali, Nor Shahidayah
منشور في: (2017)

Sequence comparison latent semantic analysis and support vector machine to detect remote protein homology
بواسطة: Ismail, Surayati
منشور في: (2010)

Brain wavesclassification towardhuman emotion based on EEG signal
بواسطة: Ahmed, Mohammed Abdulkareem
منشور في: (2013)

Vehicle logo classification using bag of word descriptor and support vector machine classifier
بواسطة: Ng, Jia Phui
منشور في: (2019)

Identifying cancer gene subtypes from gene expression by co-clustering algorithm and support vector machine
بواسطة: Machap, Logenthiran
منشور في: (2021)

Classification technique for human emotion in virtual reality using game-based brain computer interface
بواسطة: Abuhashish, Faris Amin Muflih
منشور في: (2015)

Hybrid meta-heuristic algorithm based parameter optimization for extreme learning machines classification
بواسطة: Alade, Oyekale Abel
منشور في: (2021)

A feature-based dual-layer ensemble classification method for emotional state recognition /
بواسطة: Malekzadeh, Mehdi
منشور في: (2017)

Automatic fingerprint classification scheme using template matching with new set of singular point-based features
بواسطة: Abbood, Alaa Ahmed
منشور في: (2014)

Selection and optimization of peak features for event-related EEG signals classification /
بواسطة: Asrul Adam
منشور في: (2017)

Multistage feature selection methods for data classification
بواسطة: Mohamad, Masurah
منشور في: (2021)

Mammogram breast cancer classification using Support Vector Machines (SVM) / Nur Syafiqah Sahrudin
بواسطة: Sahrudin, Nur Syafiqah
منشور في: (2020)

A support vector machine based approach for improving accuracy and performance of test oracles /
بواسطة: Mohamed, Muhammad Elrashid Yousif
منشور في: (2017)

Identification of Image Features for Skin Burn Depth Classification
بواسطة: Kuan, Pei Nei
منشور في: (2018)

Comparative study of feature selection method of microarray data for gene classification
بواسطة: Ghazali, Nurulhuda
منشور في: (2009)

Automatic And Person-Independent Detection Of 3d Facial Expressions Using Enhanced Support Vector Machine With Probability Estimation
بواسطة: Abdullah, Amal Abdulaziz
منشور في: (2014)

Automatic And Person-Independent Detection Of 3d Facial Expressions Using Enhanced Support Vector Machine With Probability Estimation
بواسطة: Abdullah, Amal Abdulaziz
منشور في: (2014)

A classifier mechanism for host based intrusion detection and prevention system in cloud computing environment
بواسطة: Al-Zarqawee, Aws Naser
منشور في: (2018)

Finding kernel function for stock market prediction with support vector regression
بواسطة: Chai, Chon Lung
منشور في: (2006)

Services hosted by the Perpustakaan Sultan Abdul Samad, Universiti Putra Malaysia with Cooperation MySyL Group