Electroencephalography signal classification using neural network, decision tree and ensemble bagged tree for epilepsy disease

Electroencephalography signal classification using neural network, decision tree and ensemble bagged tree for epilepsy disease

Epilepsy is a brain disease caused by abnormal brain activities. Machine learning algorithms are usually applied in the classification and identification of epilepsy at an early stage. This study's primary objective is to classify the Electroencephalography (EEG) signal dataset of epileptic sei...

Saved in:

书目详细资料
主要作者:	Abdul Aziz, Nur Syahirah
格式:	Thesis
语言:	English
出版:	2022
主题:	QA Mathematics
在线阅读:	http://eprints.utm.my/id/eprint/102291/1/NurSyahirahAbdulAzizMFS2022.pdf.pdf
标签:	添加标签没有标签, 成为第一个标记此记录!

相似书籍

Cost-sensitive ensemble decision tree algorithms for customer churn analysis
由: Wong, Keng Tuck
出版: (2020)

Spatial analysis of signal during epileptic seizure on plat electroencephalography
由: Goh, Chien Yong
出版: (2017)

Jordan-chevalley decomposition of recorded electroencephalography signals during epileptic seizures
由: Ahmad Fuad, Amirul Aizad
出版: (2021)

Classification of electroencephalography signal using statistical features and regression classifier
由: Sabri, Nurbaity
出版: (2014)

Classification of electroencephalography signal using statistical features and regression classifier
由: Sabri, Nurbaity
出版: (2014)

Classification and regression tree in classifying and predicting students' academic performance
由: Ho, Su Juih
出版: (2013)

Winsorize tree algorithm for handling outliers in classification problem
由: Ch’ng, Chee Keong
出版: (2016)

Oil palm tree counting and disease detection using deep neural network
由: Lee, Chee Cheong
出版: (2023)

Multiobjective coevolution of artificial neural network ensembles for game artificial intelligence
由: Tan, Tse Guan
出版: (2013)

Automated pairwise testing approach based on classification tree modeling and negative selection algorithm
由: Sandin, Easter Viviana
出版: (2019)

Neural Network Based Lossless And Quality Controlled Schemes With Error Modeling For The Compression Of Electroencephalography (EEG) Signal
由: Natarajan, Sriraam
出版: (2007)

Comparative study on the effect of activation functions in neural network for rubber tree diseases detection
由: Mohd. Rasidi, Haryani
出版: (2011)

Classification of halal product by using decision tree / Nor Shazwani Ismail
由: Nor Shazwani, Ismail
出版: (2013)

Classification of stock market index based on predictive fuzzy decision tree
由: Khokhar, Arashid Hafeez
出版: (2005)

Multi-criteria divisible load scheduling in binary tree network
由: Ghanbari, Shamsollah
出版: (2016)

Genogram Visualization Using Social Network Approach For Medical Family Tree
由: Bokhare, Siti Fatimah
出版: (2018)

Fault Detection And Diagnosis Of Induction Motors Using The Fuzzy Min-Max Neural Network And The Classification And Regression Tree
由: Seera, Manjeevan Singh
出版: (2012)

Predictive data mining of chronic diseases using decision tree : a case study of health insurance company in Indonesia /
由: Qudsi, Dini Hidayatul
出版: (2015)

Rule ensemble classification for school children in Terengganu
由: Nor Saidah Abd Manan

Decision support heart disease detection system using decision tree technique / Muhammad Adam Hasanuddin
由: Hasanuddin, Muhammad Adam
出版: (2017)

Krohn-Rhodes decomposition for electroencephalography signals during epileptic seizure
由: Mubarak Binjadhnan, Faisal Abdurabu
出版: (2011)

Rule extraction from multi-layer perceptron neural network using decision tree for currency exchange rates forecasting
由: Soleh, Ardiansyah
出版: (2015)

Comparison of decision tree, naive bayes and svm in classification of researcher's cognitive styles in academic environment
由: Nematzadehbalagatabi, Zahra
出版: (2012)

Sequence of image enhancemant of flat electroencephalography using intuitionistic fuzzy set
由: Zenian, Suzelawati
出版: (2018)

Sequence of image enhancement of flat electroencephalography using intuitionistic fuzzy set
由: Zenian, Suzelawati
出版: (2018)

Privacy-Preserving Decision Tree Pruning In Network-Based Intrusion Detection System
由: Chew, Yee Jian
出版: (2019)

Individual And Ensemble Pattern Classification Models Using Enhanced Fuzzy Min-Max Neural Networks
由: F. M., Mohammed
出版: (2014)

Developing risk management framework for wellhead and christmas tree equipment
由: Abd Hamid, Abd Hamid
出版: (2019)

A Decision Support System Using Decision Trees For The Retail Industry
由: Ahmadi, Behjat
出版: (2012)

Ranking multiple intelligence of people with epilepsy
由: Rezaei, Seyedeh Vahideh
出版: (2015)

Epilepsy and its associated factors in patients aged 12 years and above who presented with first seizures and had electroencephalography done /
由: Vengketeswara Rao Seetharaman
出版: (2015)

Tree-Structured and Direct Parametric Regression Models for the Subdistribution of Competing Risks
由: Kudus, Abdul
出版: (2008)

A new feature extraction algorithm for overlapping leaves of rubber tree
由: Anjomshoae, Sule
出版: (2014)

Comparison between maximum likelihood, artificial neural network and decision trees technique for land cover mapping using remotely sensed data
由: Gelungan, Cassindra
出版: (2010)

Classification of breast cancer disease using bagging fuzzy-id3 algorithm based on fuzzydbd
由: Nur Farahaina, Idris
出版: (2022)

An Improved Wavelet Neural Network For Classification And Function Approximation
由: Ong , Pauline
出版: (2011)

Enhanced faster region-based convolutional neural network for oil palm tree detection
由: Liu, Xinni
出版: (2021)

Classification Modeling for Malaysian Blooming Flower Images Using Neural Networks
由: Muhammad Ashraq, Salahuddin
出版: (2013)

Extended spatial decision tree algorithm for classifying hotspot occurrence
由: Sitanggang, Imas Sukaesih
出版: (2013)

Data mining predictive modeling using decision tree technique /
由: Marashi, Houriyeh
出版: (2013)

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