The effect of activation functions in MLP performance based on different classification cases / Iza Sazanita Isa, Siti Noraini Sulaiman, Azizah Ahmad, Normasni Ad. Fauzi and Nurul Huda Ishak
Multilayer perceptron network (MLP) has been recognized as a powerful tool for many applications including classification. Selection of the activation functions in the multilayer perceptron (MLP) network plays an essential role on the network performance. This paper presents comparison study of diff...
| Main Authors: | Isa, Iza Sazanita, Sulaiman, Siti Noraini, Ahmad, Azizah, Ad. Fauzi, Normasni, Ishak, Nurul Huda |
|---|---|
| Format: | Article |
| Published: |
Universiti Teknologi MARA, Pulau Pinang & Pusat Penerbitan Universiti (UPENA)
2012
|
| Online Access: | https://ir.uitm.edu.my/id/eprint/8857/ |
Similar Items
Analysing EEG alpha brainwave signal activities based on visual stimulation / Iza Sazanita Isa, Balkis Solehah Zainuddin, Zakaria Hussain and Nurul Huda Ishak
by: Isa, Iza Sazanita, et al.
Published: (2013)
by: Isa, Iza Sazanita, et al.
Published: (2013)
An automated multimodal white matter hyperintensities identification in MRI brain images using image processing / Iza Sazanita Isa
by: Isa, Iza Sazanita
Published: (2018)
by: Isa, Iza Sazanita
Published: (2018)
An automated multimodal white matter hyperintensities identification in MRI brain images using image processing / Iza Sazanita Isa
by: Isa, Iza Sazanita
Published: (2018)
by: Isa, Iza Sazanita
Published: (2018)
Physiological effects of prenatal ultrasound exposure on bone-related development of young rabbits / Iza Nurzawani Che Isa
by: Che Isa, Iza Nurzawani
Published: (2017)
by: Che Isa, Iza Nurzawani
Published: (2017)
Technology transfer and training / Iza Syahida Yusof
by: Yusof, Iza Syahida
Published: (2002)
by: Yusof, Iza Syahida
Published: (2002)
Infrared thermography of fault detection in power distribution system equipment using artificial neural network / Nurul Huda Ishak … [et al.]
by: Ishak, Nurul Huda, et al.
Published: (2021)
by: Ishak, Nurul Huda, et al.
Published: (2021)
Modified hybrid median filter for removal of low density random-valued impulse noise in images / Dr. Siti Noraini Sulaiman ... [et al.]
by: Sulaiman, Siti Noraini, et al.
Published: (2017)
by: Sulaiman, Siti Noraini, et al.
Published: (2017)
Pengenalan kepada pembelajaran kooperatif / Azizah Mat Isa, Sarina Muhamad Noor and Sharipah Isa
by: Mat Isa, Azizah, et al.
Published: (2003)
by: Mat Isa, Azizah, et al.
Published: (2003)
Furniture design : Television cabinet using recycle
materials (solid wood waste) / Syazwan Iza
by: Iza, Syazwan
Published: (2016)
by: Iza, Syazwan
Published: (2016)
Business plan on Beauty Confinement Care / Nurul' Azizah Hj. Sulaiman
by: Hj. Sulaiman, Nurul' Azizah
Published: (2019)
by: Hj. Sulaiman, Nurul' Azizah
Published: (2019)
A medical expert system for the diagnosis of hypertensive disorders in pregnancy / Azizah Sulaiman
by: Azizah, Sulaiman
Published: (1989)
by: Azizah, Sulaiman
Published: (1989)
Sistem klasifikasi pintar untuk mikrokalsifikasi barah payudara / Siti Noraini Sulaiman … [et al.]
by: Sulaiman, Siti Noraini, et al.
Published: (2005)
by: Sulaiman, Siti Noraini, et al.
Published: (2005)
Intelligent agent concepts in information centers / Mazwani Ayu Mazlan, Jannatul Iza Ahmad Kamal and Intan Nurbaizura Zainuddin
by: Mazlan, Mazwani Ayu, et al.
Published: (2014)
by: Mazlan, Mazwani Ayu, et al.
Published: (2014)
The foreign tourists’ satisfaction towards the service quality provided by travel agencies in Kota Kinabalu, Sabah / Raja Eddy Akhmar Raja Iza Akhmar
by: Raja Iza Akhmar, Raja Eddy Akhmar
Published: (2012)
by: Raja Iza Akhmar, Raja Eddy Akhmar
Published: (2012)
Information needs and information seeking behaviour at the College of Medicine, The Sultan Qaboos University, Oman / Huda Sulaiman al-Haddabi
by: Huda Sulaiman , al-Haddabi
Published: (2005)
by: Huda Sulaiman , al-Haddabi
Published: (2005)
MLP and Elman recurrent neural network modelling for the TRMS
by: Toha, Siti Fauziah, et al.
Published: (2008)
by: Toha, Siti Fauziah, et al.
Published: (2008)
MLP Neural Networks using Octave NN Package
by: Lee, Nung Kion
Published: (2015)
by: Lee, Nung Kion
Published: (2015)
Analyzing the subscription based download service application as a part of 3G content delivery solution : A case study for Celcom (M) Bhd / Sharifah Nurul Iza Saiyid Kushari
by: Saiyid Kushari, Sharifah Nurul Iza
Published: (2003)
by: Saiyid Kushari, Sharifah Nurul Iza
Published: (2003)
Obtaining the porosity of porous silicon from SEM images based on the image processing method / Siti Noraini Sulaiman … [et al.]
by: Sulaiman, Siti Noraini
Published: (2015)
by: Sulaiman, Siti Noraini
Published: (2015)
Financial analysis for selected land use options in Malaysian agroforestry system / Ahmad Fauzi Puasa, Huda Farhana Mohamad Muslim and Najib Lotfy Arshad
by: Puasa, Ahmad Fauzi, et al.
Published: (2006)
by: Puasa, Ahmad Fauzi, et al.
Published: (2006)
Tunku Azizah raikan asnaf
by: UMP, LIB
Published: (2016)
by: UMP, LIB
Published: (2016)
Azizah tekad julang Malaysia
by: Kosmo,
Published: (2013)
by: Kosmo,
Published: (2013)
Emotion speech recognition using KDE and MLP neural networks
by: Abdul Rahman, Abdul Wahab, et al.
Published: (2011)
by: Abdul Rahman, Abdul Wahab, et al.
Published: (2011)
The awareness of generation ‘Y’ on green building development in Malaysia / Syarifah Nur Nazihah Syed Jamalulil, Haryati Mohd Isa and Nurul Huda Ahmad
by: Syarifah Nur Nazihah, Syed Jamalulil, et al.
Published: (2015)
by: Syarifah Nur Nazihah, Syed Jamalulil, et al.
Published: (2015)
Fundamentals of Entrepreneurship (ENT300) : Huda kitchen / Nurul Huda Ahmad Tajuddin
by: Ahmad Tajuddin, Nurul Huda
Published: (2020)
by: Ahmad Tajuddin, Nurul Huda
Published: (2020)
The definition of "terrorist" under section 2 of the internal security act 1960 (act 82) is insufficient to combat modern forms of terrorism / Azalia Abdullah Abdul Aziz and Iza Dora Md Hanipah
by: Abdul Aziz, Azalia Abdullah, et al.
Published: (2005)
by: Abdul Aziz, Azalia Abdullah, et al.
Published: (2005)
An overview on the typology of shophouses’ façade at the heritage area in Ipoh City / Wan Nordiana Wan Ali, Nurul Huda Abdul Hadi and Noor Rizallinda Ishak
by: Wan Nordiana, Wan Ali, et al.
Published: (2015)
by: Wan Nordiana, Wan Ali, et al.
Published: (2015)
Analyzing driving behaviour using speech recognition through KDE and MLP
by: Abdul Rahman, Abdul Wahab, et al.
Published: (2011)
by: Abdul Rahman, Abdul Wahab, et al.
Published: (2011)
Azizah sasar pecah rekod kebangsaan
by: Harian Metro,
Published: (2012)
by: Harian Metro,
Published: (2012)
Azizah mahu ikut jejak Raihan
by: Berita Harian ,
Published: (2014)
by: Berita Harian ,
Published: (2014)
The impact of environmental dynamism on knowledge absorptive capacity-innovation performance relationship amongst manufacturing SMEs in Malaysia / Zarina Denan, Noraini Ismail and Noormala Amir Ishak
by: Denan, Zarina, et al.
Published: (2009)
by: Denan, Zarina, et al.
Published: (2009)
Classification of EEG signals using MLP based on categorical and dimensional perceptions of emotions.
by: Yaacob, Hamwira Sakti, et al.
Published: (2013)
by: Yaacob, Hamwira Sakti, et al.
Published: (2013)
Classification of dyslexic and normal children during resting condition using KDE and MLP
by: Karim, Izzah, et al.
Published: (2013)
by: Karim, Izzah, et al.
Published: (2013)
Driver identification and driver's emotion verification using KDE and MLP neural networks
by: Md Nor, Norzaliza, et al.
Published: (2010)
by: Md Nor, Norzaliza, et al.
Published: (2010)
Driver identification and driver's emotion verification using KDE and MLP neural networks
by: Abdul Rahman, Abdul Wahab, et al.
Published: (2011)
by: Abdul Rahman, Abdul Wahab, et al.
Published: (2011)
PSO-Optimized CoVID-19 MLP-NARX mortality prediction model
by: Ihsan, Mohd Yassin, et al.
Published: (2021)
by: Ihsan, Mohd Yassin, et al.
Published: (2021)
Determination of Important Topographic Factors for Landslide
Mapping Analysis Using MLP Network
by: Alkhasawneh, Mutasem Sh., et al.
Published: (2013)
by: Alkhasawneh, Mutasem Sh., et al.
Published: (2013)
Suitable MLP Network Activation Functions For Breast Cancer And Thyroid Disease Detection.
by: Isa,, I.S., et al.
Published: (2010)
by: Isa,, I.S., et al.
Published: (2010)
Shalin hampiri rekod Nurul Huda
by: Mansor, Mohamad Zulfaizan
Published: (2017)
by: Mansor, Mohamad Zulfaizan
Published: (2017)
Classification of Mental Health Care Using the ELM, MLP, and CatBoost
Stacking Framework
by: Noor, Azijah, et al.
Published: (2024)
by: Noor, Azijah, et al.
Published: (2024)
Similar Items
-
Analysing EEG alpha brainwave signal activities based on visual stimulation / Iza Sazanita Isa, Balkis Solehah Zainuddin, Zakaria Hussain and Nurul Huda Ishak
by: Isa, Iza Sazanita, et al.
Published: (2013) -
An automated multimodal white matter hyperintensities identification in MRI brain images using image processing / Iza Sazanita Isa
by: Isa, Iza Sazanita
Published: (2018) -
An automated multimodal white matter hyperintensities identification in MRI brain images using image processing / Iza Sazanita Isa
by: Isa, Iza Sazanita
Published: (2018) -
Physiological effects of prenatal ultrasound exposure on bone-related development of young rabbits / Iza Nurzawani Che Isa
by: Che Isa, Iza Nurzawani
Published: (2017) -
Technology transfer and training / Iza Syahida Yusof
by: Yusof, Iza Syahida
Published: (2002)