Knowledge of extraction from trained neural network by using decision tree

QR Code

Knowledge of extraction from trained neural network by using decision tree

Inside the sets of data, hidden knowledge can be acquired by using neural network. These knowledge are described within topology, using activation function and connection weight at hidden neurons and output neurons. Is hardly to be understanding since neural networks act as a black box. The black bo...

Full description

Bibliographic Details
Main Authors:	Soleh, Ardiansyah, Mazlina, Abdul Majid, Jasni, Mohamad Zain
Format:	Conference or Workshop Item
Language:	English English
Published:	IEEE 2017
Subjects:	QA76 Computer software
Online Access:	http://umpir.ump.edu.my/id/eprint/18263/ http://umpir.ump.edu.my/id/eprint/18263/1/Knowledge%20of%20Extraction%20from%20Trained%20Neural%20Network%20by%20Using%20Decision%20Tree.pdf http://umpir.ump.edu.my/id/eprint/18263/2/Knowledge%20of%20Extraction%20from%20Trained%20Neural%20Network%20by%20Using%20Decision%20Tree%201.pdf

Similar Items

Hybrid Neural Network and Decision Tree for for Exchange Rates Forecasting
by: Ardiansyah, Soleh, et al.
Published: (2012)

Foreign Exchange Forecasting by using Artificial Neural Networks: A Survey of Literature
by: Ardiansyah, Soleh, et al.
Published: (2012)

Applying Artificial Neural Networks in Forecasting US Dollars-Indonesian Rupiah Exchange
by: Ardiansyah, Soleh, et al.
Published: (2013)

The Use of Artificial Neural Network for Forecasting of FTSE Bursa Malaysia KLCI Stock Price Index
by: Ardiansyah, Soleh, et al.
Published: (2013)

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

Malaysian Sign Language Recognition Using Skeleton Data with Neural Network
by: Sutarman, na, et al.
Published: (2015)

Training functional link neural network with ant lion optimizer
by: Mohmad Hassim, Yana Mazwin, et al.
Published: (2020)

Evaluation of knowledge encoded in deep neural network in the imputation of gene expression
by: Chow, Jenn Pang
Published: (2018)

Studying the effect of training Levenberg Marquardt neural network by using hybrid meta-heuristic algorithms
by: Abubakar, Adamu, et al.
Published: (2016)

Data Mining for Education Decision Support: A Review
by: Suhirman, Suhirman, et al.
Published: (2014)

Green IS for Sustainable Decision Making in Software Management
by: Anthony, Bokolo Jnr., et al.
Published: (2016)

A new approach for forecasting OPEC petroleum consumption based on neural network train by using flower pollination algorithm
by: Haruna, Chiroma, et al.
Published: (2016)

An agent based green decision making model for sustainable information technology governance
by: Anthony Jnr, Bokolo, et al.
Published: (2017)

Fault detection using neural network
by: Dinie, Muhammad
Published: (2008)

Decision Tree: Customer churn analysis for a loyalty program using data mining algorithm
by: Lee, Angela Siew Hoong *, et al.
Published: (2019)

Towards agent-based petri net decision making modelling for cloud service composition: A literature survey
by: Ahmed, Firas D., et al.
Published: (2019)

A Case Based Reasoning Decision Support Model for Green ITIS Diffusion in Collaborative Enterprise
by: Jnr, Bokolo Anthony, et al.
Published: (2017)

Classification of water quality using artificial neural network
by: Sulaiman, Khadijah
Published: (2020)

Epilepsy detection from EEG signals using artificial neural network
by: Sallam, Amer A., et al.
Published: (2019)

Super-low resolution face recognition using integrated Efficient Sub-Pixel Convolutional Neural Network (ESPCN) and Convolutional Neural Network (CNN)
by: Talab, Mohammed Ahmed, et al.
Published: (2019)

Improve Knowledge Visualization through an Interactive Graph-based Dashboard System with Key Performance Indicator: A Case Study of University Dashboard for Higher Education
by: Wan Maseri, Wan Mohamad, et al.
Published: (2007)

A simple segmentation approach for unconstrained cursive handwritten words in conjunction with neural network
by: Khan, Amjad Rehman, et al.
Published: (2008)

Model for phishing websites classification using artificial neural network
by: Hassan, N. H., et al.
Published: (2021)

Neural networks for web news classification based on augmented PCA
by: Selamat, Ali, et al.
Published: (2003)

Stock Trend Prediction With Neural Network Techniques
by: Abdullah, Mohd Haris Lye
Published: (2003)

An Enhanced Probabilistic Neural Network For Pattern Classification
by: Chang, Roy Kwang Yang
Published: (2010)

Big Data: Issues, Challenges, Technologies and Methods
by: Khalid, Adam, et al.
Published: (2015)

Big Data Prediction Framework for Weather Temperature Based on MapReduce Algorithm
by: Khalid Adam, Ismail Hammad, et al.
Published: (2016)

Intrusion detection using artificial neural network / Gan Sze Kai
by: Gan , Sze Kai
Published: (2002)

An intermediate significant bit (ISB) watermarking technique using neural networks
by: Zeki, Akram M., et al.
Published: (2016)

An Ensemble of Enhanced Fuzzy Min Max Neural Networks for Data Classification
by: Mohammed, Mohammed Falah, et al.
Published: (2017)

Anomaly Detection in Time Series Data Using Spiking Neural Network
by: Bariah, Yusob, et al.
Published: (2018)

An analysis of hierarchical clustering and neural network clustering for suggestion supervisors and examiners
by: Mohd. Nasir, Nurul Nisa
Published: (2005)

Strict Authentication Watermaking with Jpeg Compression (SAW-JPEG)
by: Jasni, Mohamad Zain
Published: (2008)

VHDL Modeling Of Speech Recognition Using Neural Network
by: Teoh, Kung Yu
Published: (2005)

Template matching analysis using neural network for mobile iris recognition system
by: Anis Farihan, Mat Raffei, et al.
Published: (2020)

Optical character recognition using backpropagation neural network for handwritten digit characters
by: Yap, Mei Ing, et al.
Published: (2021)

Using an Enhanced Feed-Forward Neural Network Technique for Prediction of Students' Performance
by: Ajiboye, Adeleke Raheem, et al.
Published: (2015)

Recurrent error-based ridge polynomial neural networks for time series forecasting
by: Hassan Saeed, Waddah Waheeb
Published: (2019)

Improved cuckoo search based neural network learning algorithms for data classification
by: Abdullah, Abdullah
Published: (2014)