Feature Selection based on Mutual Information
The application of machine learning models such as support vector machine (SVM) and artificial neural networks (ANN) in predicting reservoir properties has been effective in the recent years when compared with the traditional empirical methods. Despite that the machine learning models suffer a l...
| Main Authors: | Muhammad Aliyu, Sulaiman, Jane, Labadin |
|---|---|
| Format: | Proceeding |
| Language: | English |
| Published: |
2015
|
| Subjects: | |
| Online Access: | http://ir.unimas.my/id/eprint/13446/ http://ir.unimas.my/id/eprint/13446/1/Feature%20Selection%20based%20on%20Mutual%20Information%20%28abstract%29.pdf |
Similar Items
Feature Selection with Mutual Information for Regression Problems
by: Muhammad Aliyu, Sulaiman, et al.
Published: (2015)
by: Muhammad Aliyu, Sulaiman, et al.
Published: (2015)
Feature selection by mutual information: robust ranking on high- dimension low-sample-size data
by: Chin, Fung Yuen
Published: (2024)
by: Chin, Fung Yuen
Published: (2024)
Ensemble model of non-linear feature selection-based Extreme Learning Machine for improved natural gas reservoir characterization
by: Fatai Adesina, Anifowose, et al.
Published: (2015)
by: Fatai Adesina, Anifowose, et al.
Published: (2015)
The classification of electrooculography signals: A significant feature identification via mutual information
by: Hwa, Phua Jia, et al.
Published: (2022)
by: Hwa, Phua Jia, et al.
Published: (2022)
Measure of association based on relative mutual information
by: Dadkhah, Kourosh, et al.
Published: (2009)
by: Dadkhah, Kourosh, et al.
Published: (2009)
Information security and mutual trust as determining factors for information technology outsourcing success
by: Shittu, Abdul Jaleel Kehinde, et al.
Published: (2012)
by: Shittu, Abdul Jaleel Kehinde, et al.
Published: (2012)
Feature Selection Based on Semantics
by: Chua, Stephanie, et al.
Published: (2008)
by: Chua, Stephanie, et al.
Published: (2008)
Face detection system based on feature-based chrominance colour information
by: Chan, Y. H., et al.
Published: (2004)
by: Chan, Y. H., et al.
Published: (2004)
Multiresolution Image Registration Using Spatial Mutual Information
by: Amankwah, Anthony, et al.
Published: (2012)
by: Amankwah, Anthony, et al.
Published: (2012)
Motion Estimation in Flotation Froth Images Based on Edge Detection and Mutual Information
by: Amankwah, Anthony, et al.
Published: (2012)
by: Amankwah, Anthony, et al.
Published: (2012)
Multiuser Multihop MIMO Relay System Design Based on Mutual Information Maximization
by: He, Z., et al.
Published: (2014)
by: He, Z., et al.
Published: (2014)
Mutual authentication protocol for RFID tags based on synchronised secret information with monitor
by: Han, Song, et al.
Published: (2007)
by: Han, Song, et al.
Published: (2007)
Machine vision-based motion estimation of flotation froth using mutual information
by: Amankwah, A., et al.
Published: (2011)
by: Amankwah, A., et al.
Published: (2011)
Mutually unbiased unitary bases
by: Shamsul Shaari, Jesni, et al.
Published: (2016)
by: Shamsul Shaari, Jesni, et al.
Published: (2016)
The performance of mutual information for mixture of bivariate normal disatributions based on robust kernel estimation.
by: Dadkhah, Kourosh, et al.
Published: (2010)
by: Dadkhah, Kourosh, et al.
Published: (2010)
Embedded feature importance with threshold-based selection for optimal feature subset in autism screening
by: Ainie Hayati, Noruzman, et al.
Published: (2026)
by: Ainie Hayati, Noruzman, et al.
Published: (2026)
Geometric entities information for feature extraction of solid model based on DXF file
by: Sukimin, Zuraini, et al.
Published: (2008)
by: Sukimin, Zuraini, et al.
Published: (2008)
Features selection for multi-camera tracking
by: A. Aziz, Nor Nadirah, et al.
Published: (2014)
by: A. Aziz, Nor Nadirah, et al.
Published: (2014)
Semantic feature selection for spam filtering
by: Azlina, Narawi
Published: (2010)
by: Azlina, Narawi
Published: (2010)
Effect of macroeconomic factors on selective mutual fund performance in Malaysia
by: Khoo, Yee Chien, et al.
Published: (2020)
by: Khoo, Yee Chien, et al.
Published: (2020)
Change Detection in Mangrove Forest Area Using Local Mutual Information
by: Jahari, Mahirah
Published: (2010)
by: Jahari, Mahirah
Published: (2010)
What is mutual about Public Service Mutuals?: critical realist study of mutualism within healthcare organisations in England
by: Conroy, Paul
Published: (2018)
by: Conroy, Paul
Published: (2018)
The effect of term weighting measures on feature selection
by: Latifah Loh, Abdullah
Published: (2007)
by: Latifah Loh, Abdullah
Published: (2007)
Mathematical Modeling of the Arterial Blood Flow
by: Jane, Labadin, et al.
Published: (2006)
by: Jane, Labadin, et al.
Published: (2006)
Mutual remote attestation in IPSec based VPN.
by: Abd Aziz, Norazah, et al.
Published: (2012)
by: Abd Aziz, Norazah, et al.
Published: (2012)
Mutual remote attestation in IPSec based VPN
by: Abd Aziz, Norazah, et al.
Published: (2013)
by: Abd Aziz, Norazah, et al.
Published: (2013)
An empirical study of feature selection for text categorization based on term weightage
by: Bong, Chih How, et al.
Published: (2004)
by: Bong, Chih How, et al.
Published: (2004)
Robust Block-Matching Motion Estimation of Flotation Froth Using Mutual Information
by: Amankwah, A., et al.
Published: (2012)
by: Amankwah, A., et al.
Published: (2012)
Ergodic mutual information of full-duplex MIMO radios with residual self-interference
by: Cirik, A., et al.
Published: (2013)
by: Cirik, A., et al.
Published: (2013)
The impact of pre-processing and feature selection on text classification
by: Suryanti, Awang, et al.
Published: (2020)
by: Suryanti, Awang, et al.
Published: (2020)
The classification of elbow extension and flexion: A feature selection investigation
by: Mohamad Ilyas, Rizan, et al.
Published: (2020)
by: Mohamad Ilyas, Rizan, et al.
Published: (2020)
Proceedings of CITA'07 : The fifth international conference on information technology in Asia 2007
by: Yoe , Alvin W., et al.
Published: (2007)
by: Yoe , Alvin W., et al.
Published: (2007)
Avenues to invest in Equity Mutual Funds and Performance
of Mutual Funds in India and USA
by: Anantpur, Rashmie
Published: (2007)
by: Anantpur, Rashmie
Published: (2007)
Determinants of The China Mutual Funds and Do The Mutual Funds Outperform the Chinese Market
by: Soo, Tak Wai
Published: (2016)
by: Soo, Tak Wai
Published: (2016)
Using neural network with random weights and mutual information for systolic peaks classification of PPG signals
by: Muhammad Haziq, Mohd Rasid, et al.
Published: (2020)
by: Muhammad Haziq, Mohd Rasid, et al.
Published: (2020)
Modeling of Axial Flow between Eccentric Cylinders
by: Jane, Labadin, et al.
Published: (2006)
by: Jane, Labadin, et al.
Published: (2006)
Degree of contribution (DoC) feature selection algorithm
for structural brain MRI volumetric features in depression
detection
by: Kuryati, Kipli, et al.
Published: (2015)
by: Kuryati, Kipli, et al.
Published: (2015)
Using wordnet to enhance feature selection in automated text categorization
by: Chua, Stephanie Hui Li
Published: (2004)
by: Chua, Stephanie Hui Li
Published: (2004)
Feature selection methods for writer identification: A comparative study
by: Draman @ Muda, Azah Kamilah, et al.
Published: (2011)
by: Draman @ Muda, Azah Kamilah, et al.
Published: (2011)
An Examination of feature selection frameworks in Text Categorization
by: Bong, Chih How, et al.
Published: (2005)
by: Bong, Chih How, et al.
Published: (2005)
Similar Items
-
Feature Selection with Mutual Information for Regression Problems
by: Muhammad Aliyu, Sulaiman, et al.
Published: (2015) -
Feature selection by mutual information: robust ranking on high- dimension low-sample-size data
by: Chin, Fung Yuen
Published: (2024) -
Ensemble model of non-linear feature selection-based Extreme Learning Machine for improved natural gas reservoir characterization
by: Fatai Adesina, Anifowose, et al.
Published: (2015) -
The classification of electrooculography signals: A significant feature identification via mutual information
by: Hwa, Phua Jia, et al.
Published: (2022) -
Measure of association based on relative mutual information
by: Dadkhah, Kourosh, et al.
Published: (2009)