Evaluation of optimal MLP structure for heart disease diagnosis / Salbiah Ab Hamid

Evaluation of optimal MLP structure for heart disease diagnosis / Salbiah Ab Hamid

This thesis presents the investigation on the performance of Artificial Neural Network (ANN) with Multilayer Perceptron (MLP) using Levenberg-Marquardt (LM) Algorithm in heart disease diagnosis. ANN aims to transform the inputs into the meaningful output. ANN is biological inspired and it has dynami...

Saved in:

书目详细资料
主要作者:	Ab Hamid, Salbiah
格式:	Thesis
语言:	English
出版:	2010
主题:	Neural networks (Computer science) Algorithms
在线阅读:	https://ir.uitm.edu.my/id/eprint/69513/1/69513.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

Performance analysis of VoIP over mobile WiMAX / Salbiah Ab Hamid
由: Ab Hamid, Salbiah
出版: (2013)

Optimization of artificial neural network (ANN) models using different training algorithms for air quality prediction
由: Nur Natasha Abdul Samat, et al.

Global optimization of neural networks and behaviour explanation /
由: Tan, Pan Yong
出版: (1994)

Prediction for cardiovascular disease by using artificial neural network system / Nik Anis Nik Ab Rahman
由: Nik Ab Rahman, Nik Anis
出版: (2012)

ATM traffic management using MLP neural networks and fuzzy controllers /
由: Ng, Nelson Onn Lum
出版: (1998)

Forecasting of palm oil export in Malaysia using : artificial neural network / Nur Ashyda Lukman
由: Lukman, Nur Ashyda
出版: (2019)

Detection of leak size and its location in a water distribution system by using K-NN / Nasereddin Ibrahim Sherksi
由: Sherksi, Nasereddin Ibrahim
出版: (2020)

Performance analysis of priority queuing packets scheduling / Mohd Husni Din
由: Din, Mohd Husni
出版: (2009)

An evaluation of artifical neural network in predicting the presence of heart disease
由: Mohd Khalid Awang

Prediction on heart disease using multilayer neural network / Lily Syahira Sabrina Ab Rahman
由: Ab Rahman, Lily Syahira Sabrina
出版: (2017)

Automated plant recognition system based on multi-objective parallel genetic algorithm and neural network
由: Sefidgar, Seyed Mohammad Hossein
出版: (2014)

Development of committee machine models for multiple response optimization problems
由: Golestaneh, Seyed Jafar
出版: (2014)

Reverse engineering of e-Vendor for MBSA: client-server to web-based system / Laila Abdul Hamid
由: Abdul Hamid, Laila
出版: (2011)

Mobile fever diagnosis expert system / Mohd Nashrullah Zulfakar
由: Mohd Nashrullah, Zulfakar
出版: (2014)

Dental disease detection using Convolutional Neural Network (CNN) / Faiznur Kamallul Ariffin
由: Kamallul Ariffin, Faiznur
出版: (2024)

Fish disease detection using Convolutional Neural Network (CNN) / Nur Adriana Qaisara Azahar
由: Azahar, Nur Adriana Qaisara
出版: (2024)

Monkeypox disease detection using Convolutional Neural Network (CNN) / Nur Farhain Humaira Ghanami
由: Ghanami, Nur Farhain Humaira
出版: (2024)

Maize leaf disease detection and classification using Convolutional Neural Network (CNN) / Syafiqah Amir
由: Amir, Syafiqah
出版: (2023)

An integrated scheme for process fault diagnosis /
由: Liu, Jian
出版: (1993)

Feasibility of applying computational method to study phytoplankton at selected tropical lake and wetlands /
由: Sorayya Malek
出版: (2010)

Image classification of Aedes mosquitoes using transfer learning / Zetty Ilham Abdullah
由: Abdullah, Zetty Ilham
出版: (2021)

Computer vision for zoo animals using YOLO algorithm / Muaz Wazir
由: Wazir, Muaz
出版: (2022)

An artificial neural network based technique for evaluating the effect of generator outage contingencies / Filzah Abdul Kadir
由: Abdul Kadir, Filzah
出版: (2007)

Speaker Independent Speech Recognition Using Neural Network
由: Tan, Chin Luh
出版: (2004)

Rough Neural Networks Architecture For Improving Generalization In Pattern Recognition
由: Ali Adlan, Hanan Hassan
出版: (2004)

Economic dispatch prediction for power generation using artificial neural networks / Ahmad Radzi Sabtu
由: Sabtu, Ahmad Radzi
出版: (2012)

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

Rangkaian neural teori resonans tanpa mudah suai (tertmus) berhierarki : aplikasi dalam capaian maklumat /
由: Noor Siah Abdullah
出版: (2001)

Mobile personalized alzheimer’s disease model (PALM) for non-pharmacological therapy / Anis Hasliza Abu Hashim
由: Abu Hashim, Anis Hasliza
出版: (2021)

Heart rate sensor for elder people using ESP8266 NodeMCU / Rahmah Mardhiah Ab Rahim
由: Ab Rahim, Rahmah Mardhiah
出版: (2020)

Fault diagnosis in a distribution sistem using artificial neural network /
由: Mazumder, Mohammad Didarul Alam
出版: (1997)

Smart bin for wet waste detection using ESP8266 NodeMCU / Siti Nur Athirah Ab Hamid
由: Ab Hamid, Siti Nur Athirah
出版: (2020)

Electrocardiogram based heart disease diagnosis using artificial intelligence
由: Hussain Kareem, Khleaf
出版: (2015)

Feature extraction and classification of electromyogram signal to detect myopaties disease /
由: Nor Shariza Bashar
出版: (2011)

Quantum-inspired artificial immune system (QIAIS) for optimal load technique for loss minimization / Eda Sofia Othman
由: Othman, Eda Sofia
出版: (2013)

Artificial neural network sediment transport model for Sungai Bernam / Muhammad Syahreen Sa'adon
由: Sa'adon, Muhammad Syahreen
出版: (2008)

Character recognition of Malaysian license tender plate number using neural network / Izzwan Ishak
由: Ishak, Izzwan
出版: (2007)

An ICMPv6 threat model / Wan Nor Ashiqin Wan Ali
由: Wan Ali, Wan Nor Ashiqin
出版: (2015)

Resource management for W-CDMA systems using artificial neural network / Siti Rahmah Tukiran
由: Tukiran, Siti Rahmah
出版: (2008)

Artificial neural networks in short term load forecasting / Zulkifle Ahmad
由: Ahmad, Zulkifle
出版: (2003)

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