A machine learning framework for automated text categorization
This dissertation describes a machine learning framework for the development of an automated text categorization system for real-life problems. Conference paper classification will be used as a case study of a life text categorization problem. Unlike documents in benchmark collections, text document...
| Main Author: | Bong, Chih How |
|---|---|
| Format: | Thesis |
| Language: | English |
| Published: |
Faculty of Computer Science and Information Technology
2001
|
| Subjects: | |
| Online Access: | http://ir.unimas.my/id/eprint/1697/ http://ir.unimas.my/id/eprint/1697/4/Bong%20Chih%20How%20ft.pdf |
Similar Items
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)
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)
Using wordnet to enhance feature selection in automated text categorization
by: Chua, Stephanie Hui Li
Published: (2004)
by: Chua, Stephanie Hui Li
Published: (2004)
A comparative study of evolving fuzzy grammar and machine learning techniques for text categorization
by: Mohd Sharef, Nurfadhlina, et al.
Published: (2015)
by: Mohd Sharef, Nurfadhlina, et al.
Published: (2015)
Categorical term descriptor: a proposed term weighting scheme for feature selection
by: Bong, Chih How, et al.
Published: (2005)
by: Bong, Chih How, et al.
Published: (2005)
Evolving fuzzy grammar for crime texts categorization
by: Mohd Sharef, Nurfadhlina, et al.
Published: (2015)
by: Mohd Sharef, Nurfadhlina, et al.
Published: (2015)
Examining text categorization methods for incidents analysis
by: Mohd Sharef, Nurfadhlina, et al.
Published: (2012)
by: Mohd Sharef, Nurfadhlina, et al.
Published: (2012)
Text to Image Generation Using Machine Learning
by: Rishab, Tiwari, et al.
Published: (2024)
by: Rishab, Tiwari, et al.
Published: (2024)
Email categorization using support vector machine
by: Mohd. Daud, Mariah
Published: (2004)
by: Mohd. Daud, Mariah
Published: (2004)
A framework to automate time series data collection using mobile phone for deep learning training and deployment
by: Lim, Jason Jing Wei
Published: (2019)
by: Lim, Jason Jing Wei
Published: (2019)
A Framework to Predict Software “Quality in Use” from
Software Reviews
by: Issa, Atoum, et al.
Published: (2013)
by: Issa, Atoum, et al.
Published: (2013)
Language learning using texting and wiki: a Malaysian context
by: Osman, Mashanum, et al.
Published: (2011)
by: Osman, Mashanum, et al.
Published: (2011)
An evaluation study on text categorization using automatically generated labeled dataset
by: Zhu, Dengya, et al.
Published: (2017)
by: Zhu, Dengya, et al.
Published: (2017)
Text Categorization Using an Automatically Generated Labelled Dataset: An Evaluation Study
by: Zhu, Dengya, et al.
Published: (2014)
by: Zhu, Dengya, et al.
Published: (2014)
A comparative study of the ensemble and base classifiers performance in Malay text categorization
by: Alshalabi, Hamood Ali, et al.
Published: (2017)
by: Alshalabi, Hamood Ali, et al.
Published: (2017)
Automated classification of tropical shrub species: A hybrid of leaf shape and machine learning approach / Miraemiliana Murat
by: Miraemiliana , Murat
Published: (2018)
by: Miraemiliana , Murat
Published: (2018)
An automated pipeline for constructing 3D models of monogenean hardparts using machine learning technique for landmarks detection / Teo Bee Guan
by: Teo , Bee Guan
Published: (2019)
by: Teo , Bee Guan
Published: (2019)
An In-Depth Analysis of Text Clustering Techniques for Identifying Potential
Insurance Customers on Social Media: A Machine Learning Perspective
by: Liew, Chun Kin, et al.
Published: (2023)
by: Liew, Chun Kin, et al.
Published: (2023)
Hoax categorization
by: Lee, Brenda Hooi Fern
Published: (2015)
by: Lee, Brenda Hooi Fern
Published: (2015)
An In-Depth Analysis of Text Clustering Techniques for Identifying Potential
Insurance Customers on Social Media: A Machine Learning Perspective
by: Liew, Chun Kin, et al.
Published: (2023)
by: Liew, Chun Kin, et al.
Published: (2023)
Adopting Automated Essay Scoring Feedback In Malaysia: A Review Of The Literature
by: Ng, Sing Yii, et al.
Published: (2015)
by: Ng, Sing Yii, et al.
Published: (2015)
Machine Learning and Home Automation for Energy Optimisation
by: Breadsell, Jessica
Published: (2021)
by: Breadsell, Jessica
Published: (2021)
Viewpoint invariant semantic object and scene categorization with RGB-D sensors
by: Mohd Zaki, Hasan Firdaus, et al.
Published: (2019)
by: Mohd Zaki, Hasan Firdaus, et al.
Published: (2019)
Cancer recurrence prediction using machine learning
by: Shoon Lei, Win, et al.
Published: (2014)
by: Shoon Lei, Win, et al.
Published: (2014)
Automated text classifier of electronic thesis and dissertation
by: Chan, Ai Ling.
Published: (2003)
by: Chan, Ai Ling.
Published: (2003)
Improved ENSPART for DNA Motif Prediction
by: Choong, Allen Chieng Hoon, et al.
Published: (2017)
by: Choong, Allen Chieng Hoon, et al.
Published: (2017)
Automated framework for robust content-based verification of print-scan degraded text documents
by: Shulman, Yaniv
Published: (2012)
by: Shulman, Yaniv
Published: (2012)
An Evaluation of Machine Learning Algorithms for Missing Values Imputation
by: Kohbalan, Moorthy, et al.
Published: (2019)
by: Kohbalan, Moorthy, et al.
Published: (2019)
Agarwood Oil Quality Classifier Using Machine Learning
by: M. A., Abas, et al.
Published: (2017)
by: M. A., Abas, et al.
Published: (2017)
English for Specific Academic Purposes Mobile Learning Framework for Technical and Engineering Context: A Conceptual Framework
by: Azwin Arif, Abdul Rahim, et al.
Published: (2014)
by: Azwin Arif, Abdul Rahim, et al.
Published: (2014)
Automated discovery of concepts from text
by: Ong, Siou Chin
Published: (2008)
by: Ong, Siou Chin
Published: (2008)
Exploring Machine Learning in IoT Smart Home Automation
by: Waseem, Quadri, et al.
Published: (2023)
by: Waseem, Quadri, et al.
Published: (2023)
Automated Essay Scoring Feedback (AESF): An Innovative Writing Solution to the Malaysian University English Test (MUET)
by: Ng, Sing Yii, et al.
Published: (2015)
by: Ng, Sing Yii, et al.
Published: (2015)
Automated Bird Species Identification Through Machine Learning
Techniques
by: Suhil Shoukath, Kambali, et al.
Published: (2024)
by: Suhil Shoukath, Kambali, et al.
Published: (2024)
Learning transfer at skill institutions' and workplace environment: A conceptual framework
by: Ruhizan, M. Yasin, et al.
Published: (2013)
by: Ruhizan, M. Yasin, et al.
Published: (2013)
Data-driven total organic carbon prediction using feature selection methods incorporated in an automated machine learning framework
by: Macêdo, Bruno da Silva, et al.
Published: (2025)
by: Macêdo, Bruno da Silva, et al.
Published: (2025)
Automated vending machine system
by: Mohammad Ali, Mohd. Hasyim
Published: (2007)
by: Mohammad Ali, Mohd. Hasyim
Published: (2007)
An automated web scraping tool for Malaysia tourism
by: Choong, Wei Jen
Published: (2019)
by: Choong, Wei Jen
Published: (2019)
Machine learning classifiers: Evaluation of the performance in online reviews
by: Pak, Irina *, et al.
Published: (2016)
by: Pak, Irina *, et al.
Published: (2016)
An Improved Genetic Clustering Algorithm for Categorical Data
by: Jasni, Mohamad Zain, et al.
Published: (2013)
by: Jasni, Mohamad Zain, et al.
Published: (2013)
Similar Items
-
An Examination of feature selection frameworks in Text Categorization
by: Bong, Chih How, et al.
Published: (2005) -
An empirical study of feature selection for text categorization based on term weightage
by: Bong, Chih How, et al.
Published: (2004) -
Using wordnet to enhance feature selection in automated text categorization
by: Chua, Stephanie Hui Li
Published: (2004) -
A comparative study of evolving fuzzy grammar and machine learning techniques for text categorization
by: Mohd Sharef, Nurfadhlina, et al.
Published: (2015) -
Categorical term descriptor: a proposed term weighting scheme for feature selection
by: Bong, Chih How, et al.
Published: (2005)