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Wararat Songpan
ORCID
Publication Activity (10 Years)
Years Active: 2017-2023
Publications (10 Years): 9
Top Topics
Skin Lesion
Occurrence Probabilities
Harmony Search Algorithm
Opinion Mining
Top Venues
ICISA
WSSE
Comput. Intell. Neurosci.
SERA
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Publications
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Nattha Thongda
,
Wararat Songpan
Enhancing Education Process Through Intelligent Association Mining (IAM) System Conversations: Chatbot Services in Educational Settings.
WSSE
(2023)
Artittayapron Rojarath
,
Wararat Songpan
Cost-sensitive probability for weighted voting in an ensemble model for multi-class classification problems.
Appl. Intell.
51 (7) (2021)
Patcharanikarn Pongthanoo
,
Wararat Songpan
Feature Selection and Reduction Based on SMOTE and Information Gain for Sentiment Mining.
ICCCS
(2020)
Chakrit Pong-Inwong
,
Wararat Songpan
Sentiment analysis in teaching evaluations using sentiment phrase pattern matching (SPPM) based on association mining.
Int. J. Mach. Learn. Cybern.
10 (8) (2019)
Eckwijai Maythaisong
,
Wararat Songpan
Mutation-Based Harmony Search Algorithm for Hybrid Testing of Web Service Composition.
Comput. Intell. Neurosci.
2018 (2018)
Wararat Songpan
Improved Skin Lesion Image Classification Using Clustering with Local-GLCM Normalization.
EECS
(2018)
Nutthisara Choolikhit
,
Wararat Songpan
,
Monlica Wattana
,
Ngamnij Arch-int
Edge Detection and Symmetry Method for Cleft Lip and Palate Children Using Image Processing.
ICISA
(2018)
Wararat Songpan
The analysis and prediction of customer review rating using opinion mining.
SERA
(2017)
Nontachai Danpakdee
,
Wararat Songpan
Classification Model for Skin Lesion Image.
ICISA
(2017)