Study of cost functions in three term backpropagation for classification problems
Three Term Backpropagation was proposed in 2003 by Zweiri, and has outperformed standard Two Term Backpropagation. However, further studies on Three Term Backpropagation in 2007 indicated that the network only surpassed standard BP for small scale datasets (below 100 instances) but not for medium an...
| Main Author: | Kuppusamy, Puspadevi |
|---|---|
| Format: | Thesis |
| Language: | English |
| Published: |
2008
|
| Subjects: | |
| Online Access: | http://eprints.utm.my/9459/ http://eprints.utm.my/9459/1/PuspadeviKuppusamyFSKSM2008.pdf |
Similar Items
Three-term backpropagation algorithm for classification problem
by: Saman, Fadhlina Izzah
Published: (2006)
by: Saman, Fadhlina Izzah
Published: (2006)
Malay speaker dependent digits recognition with improved backpropagation
by: Mohamad, Ummu Salamah, et al.
Published: (2004)
by: Mohamad, Ummu Salamah, et al.
Published: (2004)
Botnet Detection Using a Feed-Forward Backpropagation Artificial Neural Network
by: Ahmed, Abdulghani Ali
Published: (2019)
by: Ahmed, Abdulghani Ali
Published: (2019)
Memetic multi-objective evolutionary algorithms of radial basis function network for classification problems
by: Qasem, Sultan Noman
Published: (2011)
by: Qasem, Sultan Noman
Published: (2011)
Firearm recognition based on whole firing pin impression image via backpropagation neural network
by: Ahmad Kamaruddin, Saadi, et al.
Published: (2011)
by: Ahmad Kamaruddin, Saadi, et al.
Published: (2011)
Firearm recognition based on whole firing pin impression image via backpropagation neural network
by: Ahmad Kamaruddin, Saadi, et al.
Published: (2011)
by: Ahmad Kamaruddin, Saadi, et al.
Published: (2011)
Classification of Typed Characters Using Backpropagation Neural Network
by: Alamelu, Subbiah
Published: (2001)
by: Alamelu, Subbiah
Published: (2001)
Algorithms of Classification of Mass Problems of Production Subject Domains
by: Malakhov, Eugene, et al.
Published: (2019)
by: Malakhov, Eugene, et al.
Published: (2019)
Multilevel learning in Kohonen SOM network for classification problems
by: Mohd. Yusof, Norfadzila
Published: (2006)
by: Mohd. Yusof, Norfadzila
Published: (2006)
Multi objective genetic algorithm for training three term backpropagation network
by: Osman Ibrahim, Ashraf, et al.
Published: (2013)
by: Osman Ibrahim, Ashraf, et al.
Published: (2013)
ICMPv6 Echo Request Ddos Attack Detection Framework Using Backpropagation Neural Network
by: Mohammed Ahmed Saad, Redhwan
Published: (2016)
by: Mohammed Ahmed Saad, Redhwan
Published: (2016)
Accelerated mine blast algorithm for ANFIS training for solving classification problems
by: Mohd Salleh, Mohd Najib, et al.
Published: (2016)
by: Mohd Salleh, Mohd Najib, et al.
Published: (2016)
Predicting protein-protein interactions as a one-class classification problem
by: Alashwal, Hany, et al.
Published: (2006)
by: Alashwal, Hany, et al.
Published: (2006)
Consolidated backpropagation neural network for Malaysian construction costs indices data with outliers problem
by: Ahmad Kamaruddin, Saadi, et al.
Published: (2018)
by: Ahmad Kamaruddin, Saadi, et al.
Published: (2018)
Rice yield classification using backpropagation network
by: Saad, P., et al.
Published: (2004)
by: Saad, P., et al.
Published: (2004)
Feature Selection and Radial Basis Function Network for Parkinson Disease Classification
by: Ibrahim, Ashraf Osman, et al.
Published: (2017)
by: Ibrahim, Ashraf Osman, et al.
Published: (2017)
A Background Study on Ant Colony Optimization Metaheuristic and its Application Principles in Resolving Three Combinatorial Optimization Problems
by: Jamaludin, Sallim, et al.
Published: (2007)
by: Jamaludin, Sallim, et al.
Published: (2007)
Arabic text classification: Review study
by: Hijazi, Musab Mustafa, et al.
Published: (2016)
by: Hijazi, Musab Mustafa, et al.
Published: (2016)
Fuzzy Min-Max Classifier Based on New Membership Function for Pattern Classification: A Conceptual Solution
by: Alhroob, Essam, et al.
Published: (2018)
by: Alhroob, Essam, et al.
Published: (2018)
Hybrib NSGA-II optimization for improving the three-term BP network for multiclass classification problems
by: Ibrahim, Ashraf Osman, et al.
Published: (2015)
by: Ibrahim, Ashraf Osman, et al.
Published: (2015)
Requirement prioritization based on non-functional requirement classification using hierarchy AHP
by: Win, Thant Zin, et al.
Published: (2020)
by: Win, Thant Zin, et al.
Published: (2020)
A web based intelligent tutoring system for arithmetic / Tharanitharan Kuppusamy
by: Tharanitharan , Kuppusamy
Published: (2001)
by: Tharanitharan , Kuppusamy
Published: (2001)
An enhanced gated recurrent unit with auto-encoder for solving text classification problems
by: Zulqarnain, Muhammad
Published: (2020)
by: Zulqarnain, Muhammad
Published: (2020)
Short Text Classification Using An Enhanced Term Weighting Scheme And Filter-Wrapper Feature Selection
by: Alsmadi, Issa Mohammad Ibrahim
Published: (2018)
by: Alsmadi, Issa Mohammad Ibrahim
Published: (2018)
Backpropagation neural network based on local search strategy and enhanced multi-objective evolutionary algorithm for breast cancer diagnosis
by: Ashraf Osman, Ibrahim, et al.
Published: (2019)
by: Ashraf Osman, Ibrahim, et al.
Published: (2019)
ABC: android botnet classification using feature selection and classification algorithms
by: Abdullah, Zubaile, et al.
Published: (2017)
by: Abdullah, Zubaile, et al.
Published: (2017)
An Improved K-Nearest Neighbors Approach Using Modified Term Weighting And Similarity Coefficient For Text Classification
by: Kadhim, Ammar Ismael
Published: (2016)
by: Kadhim, Ammar Ismael
Published: (2016)
Different local binary operators for texture classification: a comparative study
by: Shamaileh, Abeer, et al.
Published: (2019)
by: Shamaileh, Abeer, et al.
Published: (2019)
The study of students' self-assessment using intelligent decision classification (IDC)
by: Sulaiman, Sarina, et al.
Published: (2004)
by: Sulaiman, Sarina, et al.
Published: (2004)
Dynamic training rate for backpropagation learning algorithm
by: Al-Duais, M. S., et al.
Published: (2013)
by: Al-Duais, M. S., et al.
Published: (2013)
Optimal Fuzzy Control With Application To
discounted
cost Production Inventory Planning Problem
by: Baten, Md. Azizul, et al.
Published: (2010)
by: Baten, Md. Azizul, et al.
Published: (2010)
The hybrid feature selection technique using term frequency-inverse document frequency and support vector machine-recursive feature elimination for sentiment classification
by: Nur Syafiqah, Mohd Nafis
Published: (2022)
by: Nur Syafiqah, Mohd Nafis
Published: (2022)
Using Wavelet Extraction for Haptic Texture
Classification
by: Adi, Waskito, et al.
Published: (2009)
by: Adi, Waskito, et al.
Published: (2009)
Investigation of deep learning model for vehicle classification
by: Ahsiah, Ismail, et al.
Published: (2026)
by: Ahsiah, Ismail, et al.
Published: (2026)
A Background Study on Ant Colony Optimization Metaheuristic
and its Application Principles in Resolving Three Combinatorial Optimization Problem.
by: Sallim, Jamaludin, et al.
Published: (2007)
by: Sallim, Jamaludin, et al.
Published: (2007)
Hybridization Of Optimized Support
Vector Machine And Artificial Neural
Network For The Diabetic Retinopathy
Classification Problem
by: Kader, Nur Izzati Ab
Published: (2019)
by: Kader, Nur Izzati Ab
Published: (2019)
Functions
by: Shah, Asadullah, et al.
Published: (2011)
by: Shah, Asadullah, et al.
Published: (2011)
Parallel implementation on improved error signal of backpropagation algorithm
by: Mohd Aris, Teh Noranis
Published: (2001)
by: Mohd Aris, Teh Noranis
Published: (2001)
Ensemble Learning Boosting Model of Improving Classification and Predicting
by: Bambang, Siswoyo A, et al.
Published: (2020)
by: Bambang, Siswoyo A, et al.
Published: (2020)
Gene Selection For Cancer Classification Based On Xgboost Classifier
by: Teo, Voon Chuan
Published: (2022)
by: Teo, Voon Chuan
Published: (2022)
Similar Items
-
Three-term backpropagation algorithm for classification problem
by: Saman, Fadhlina Izzah
Published: (2006) -
Malay speaker dependent digits recognition with improved backpropagation
by: Mohamad, Ummu Salamah, et al.
Published: (2004) -
Botnet Detection Using a Feed-Forward Backpropagation Artificial Neural Network
by: Ahmed, Abdulghani Ali
Published: (2019) -
Memetic multi-objective evolutionary algorithms of radial basis function network for classification problems
by: Qasem, Sultan Noman
Published: (2011) -
Firearm recognition based on whole firing pin impression image via backpropagation neural network
by: Ahmad Kamaruddin, Saadi, et al.
Published: (2011)