Multi-class Text Classification using Support Vector Machines (SVMs)

Multi-class Text Classification using Support Vector Machines (SVMs)

My project presents the experiment conclusion of the suited of Support vector machines for multi-class text in different datasets and discusses the process of text classification with a series of novel Multi-class Support vector machines methods. It address the following points: • How to represent...

Full description

Saved in:

Bibliographic Details
Main Author:	Nguyen, Hoang Nghia
Other Authors:	Advanced Technologies for IoT Applications
Format:	Conference paper
Language:	English
Published:	2019
Online Access:	http://repository.vnu.edu.vn/handle/VNU_123/67100
Tags:	Add Tag No Tags, Be the first to tag this record!
Institution:	Vietnam National University, Hanoi
Language:	English

Similar Items

Using redundancy reduction in summarization to improve text classification by SVMs
by: Zhan, J., et al.
Published: (2014)

Efficient Multi-Class Probabilistic SVMs on GPUs
by: Zeyi Wen, et al.
Published: (2020)

Multi-class semi-supervised SVMs with positiveness exclusive regularization
by: Liu, X., et al.
Published: (2014)

Comparison of extreme learning machine with support vector machine for text classification
by: Liu, Y., et al.
Published: (2014)

MULTI-CLASS SKIN CANCER IMAGE CLASSIFICATION WITH TEXTURE AND COLOR ANALYSIS USING SUPPORT VECTOR MACHINE
by: Varrel Putra Kusuma, Al

Expediting the accuracy-improving process of SVMs for class imbalance learning
by: CAO, Bin, et al.
Published: (2021)

Web classification using Support Vector Machine
by: SUN, Aixin, et al.
Published: (2002)

Question Classification using Support Vector Machines
by: Zhang, D., et al.
Published: (2013)

Multi-label classification of pH levels using support vector machines
by: Luta, Raphael Benedict G., et al.
Published: (2019)

Comparison of the support Vector Machine and Relevant Vector Machine in regression and classification problems
by: Yu, W.M., et al.
Published: (2014)

COMPARISON STUDY OF SUPPORT VECTOR MACHINE AND RELEVANCE VECTOR MACHINE IN BINARY CLASSIFICATION
by: Gabriel Novieanto Wijaya, Juan

An extended Lagrangian support vector machine for classifications
by: Yang, X., et al.
Published: (2014)

Enzyme Family Classification by Support Vector Machines
by: Cai, C.Z., et al.
Published: (2014)

Study of traffic incident classification using support vector machine
by: Tan, Jing Mei
Published: (2017)

Power quality problem classification using support vector machine
by: Jatumeth Susukh, et al.
Published: (2018)

Power quality problem classification using support vector machine
by: Jatumeth Susukh, et al.
Published: (2018)

Transductive support vector machines for cross-lingual sentiment classification.
by: Nguyen, Thi Thuy Linh
Published: (2017)

EEG-based mental fatigue measurement using multi-class support vector machines with confidence estimate
by: Shen, K.-Q., et al.
Published: (2011)

Support vector machine classification of physical and biological datasets
by: Cai, C.-Z., et al.
Published: (2014)

Using support vector machine ensembles for target audience classification on Twitter
by: LO, Siaw Ling, et al.
Published: (2015)

Gender classification from face images using support vector machine
by: Phyu Phyu Thant.
Published: (2008)

Vision-based perception and classification of mosquitoes using support vector machine
by: Fuchida, M, et al.
Published: (2020)

MALWARE CLASSIFICATION USING SUPPORT VECTOR MACHINE ALGORITHM WITH LINEARSVC APPROACH
by: Maryam, Zahrina

Support vector machine for classification of text and call induced attention shift in driving using wireless EEG and imagined speech recognition concept
by: Renosa, Claire Receli Morales, et al.
Published: (2022)

Support vector machines model for classification of thermal error in machine tools
by: Ramesh, R., et al.
Published: (2014)

Text mining of CRM data using decision tree induction and support vector machines.
by: Cheung, Chee Wai.
Published: (2010)

COMPUTER-GENERATED REVIEW CLASSIFICATION USING SUPPORT VECTOR MACHINE WITH FEATURE SELECTION
by: Caronica Jonur, Rachita

COMPARISON OF USE OF RANDOM FOREST ALGORITHM AND SUPPORT VECTOR MACHINE FOR GENDER CLASSIFICATION
by: Ashabul Kahfi, Muhammad

Sentiment classification with support vector machines and multiple kernel functions
by: Tanasanee Phienthrakul, et al.
Published: (2018)

Protein function classification via support vector machine approach
by: Cai, C.Z., et al.
Published: (2014)

Classification of landcover from combined LiDAR and orthophotos using support vector machine
by: Pula, Rolando A., et al.
Published: (2019)

Wet and Dry Cough Classification System Using Support Vector Machine and Logistic Regression
by: Sean Andrei, P. Co, et al.
Published: (2023)

Classification of ENT tissue using near-infrared Raman spectroscopy and support vector machines
by: Widjaja, E., et al.
Published: (2014)

Classification of ENT tissue using near-infrared Raman spectroscopy and support vector machines
by: Widjaja, E., et al.
Published: (2014)

Classification of colonic tissues using near-infrared Raman spectroscopy and support vector machines
by: Widjaja, E., et al.
Published: (2014)

Small flying object classifications based on trajectories and support vector machines
by: Chan, JJX, et al.
Published: (2022)

Saliency analysis of support vector machines for gene selection in tissue classification
by: Cao, L., et al.
Published: (2016)

Classification and Numbering on Posterior Dental Radiography using Support Vector Machine with Mesiodistal Neck Detection
by: Agus Zainal Arifin, -, et al.
Published: (2021)

Extraction of brain tumor from MR images using one-class support vector machine
by: Zhou, J., et al.
Published: (2014)

Classification of dengue fever patients based on gene expression data using support vector machines
by: Gomes, A.L.V., et al.
Published: (2014)