Kittisak Kerdprasop

Nittaya Kerdprasop, Kittisak Kerdprasop, Apichai Ritthongchailert, 2007, 18th International Workshop on Database and Expert Systems Applications (DEXA 2007).

Semantic Knowledge Integration to Support Inductive Query Optimization

Nittaya Kerdprasop, Kittisak Kerdprasop, Nittaya Kerdprasop, 2007, DaWaK.

Categorical Modeling Method to Analyze Factors Relating to Longevity of Populations in the East and Southeast Asia

Nittaya Kerdprasop, Kittisak Kerdprasop, Paradee Chuaybamroong, 2019, AICCC.

Ensemble Modeling Method to Predict Life Expectancy of Population in High-Income Countries: Japan and Finland

Nittaya Kerdprasop, Kittisak Kerdprasop, Paradee Chuaybamroong, 2019, 2019 25th Conference of Open Innovations Association (FRUCT).

Application of Remote Sensing Data for Dengue Outbreak Estimation Using Bayesian Network

Nittaya Kerdprasop, Kittisak Kerdprasop, Chanintorn Ruangudomsakul, 2018, International Journal of Machine Learning and Computing.

Support Vector Machine with Restarting Genetic Algorithm for Classifying Imbalanced Data

Nittaya Kerdprasop, Kittisak Kerdprasop, Keerachart Suksut, 2017 .

Evaluating on the Transfer Learning of CNN Architectures to a Construction Material Image Classification Task

Kittisak Kerdprasop, Supaporn Bunrit, Nittaya Kerdprasop, 2019, International Journal of Machine Learning and Computing.

Nittaya Kerdprasop, Kittisak Kerdprasop, Phaichayon Kongchai, 2013 .

The discovery of frequent patterns with logic and constraint programming

Nittaya Kerdprasop, Kittisak Kerdprasop, Nittaya Kerdprasop, 2011 .

The discovery of Top-K DNA frequent patterns with approximate method / Nittaya Kerdprasop and Kittisak Kerdprasop

Kittisak Kerdprasop, Kittisak Kerdprasop, 2014 .

A Study of Job Failure Prediction at Job Submit-State and Job Start-State in High-Performance Computing System: Using Decision Tree Algorithms

Nittaya Kerdprasop, Kittisak Kerdprasop, Watthana Pongsena, 2021 .

A Method to Clustering the Feature Ranking on Data Classification Using an Ensemble Feature Selection

Nittaya Kerdprasop, Kittisak Kerdprasop, Nuntawut Kaoungku, 2017 .

Development of a Model for Predicting the Direction of Daily Price Changes in the Forex Market Using Long Short-Term Memory

Nittaya Kerdprasop, Kittisak Kerdprasop, Watthana Pongsena, 2021 .

Food Production Forecasting with Time Series and Ensemble Modeling Methods

Nittaya Kerdprasop, Kittisak Kerdprasop, P. Chuaybamroong, 2022, AICCC.

Decision Rule Induction in a Learning Content Management System

Nittaya Kerdprasop, Kittisak Kerdprasop, Narin Muenrat, 2008 .

Smoke Detection with Ensemble Modeling

Nittaya Kerdprasop, Kittisak Kerdprasop, Ratiporn Chanklan, 2023, International Journal of Modeling and Optimization.

Text-Independent Speaker Identification Using Deep Learning Model of Convolution Neural Network

Kittisak Kerdprasop, Supaporn Bunrit, Nittaya Kerdprasop, 2019, International Journal of Machine Learning and Computing.

Machine Learning Versus Deep Learning Performances on the Sentiment Analysis of Product Reviews

Nittaya Kerdprasop, Kittisak Kerdprasop, Pumrapee Poomka, 2021, International Journal of Machine Learning and Computing.

A Heuristic-Based Decision Tree Induction Method for Noisy Data

Nittaya Kerdprasop, Kittisak Kerdprasop, Nittaya Kerdprasop, 2011, FGIT-DTA/BSBT.

Density Estimation Technique for Data Stream Classification

Nittaya Kerdprasop, Kittisak Kerdprasop, Nittaya Kerdprasop, 2006, 17th International Workshop on Database and Expert Systems Applications (DEXA'06).

Data Classification Based on Feature Selection with Association Rule Mining

Ratiporn Chanklan, Kittisak Kerdprasop, Nuntawut Kaoungku, 2022 .

Mining Frequent Patterns with Functional Programming

Nittaya Kerdprasop, Kittisak Kerdprasop, Nittaya Kerdprasop, 2007 .

Frequent Pattern Discovery with Constraint Logic Programming

Nittaya Kerdprasop, Kittisak Kerdprasop, 2011 .

Prototyping an Expert System Shell with the Logic-Based Approach

Nittaya Kerdprasop, Kittisak Kerdprasop, Kanjana Intharachatorn, 2013 .

A Monte Carlo Method to Data Stream Analysis

Pairote Sattayatham, Nittaya Kerdprasop, Kittisak Kerdprasop, 2008 .

Approximate Frequent Pattern Discovery Over Data Stream

Nittaya Kerdprasop, Kittisak Kerdprasop, Nittaya Kerdprasop, 2007 .

Green Innovation and Internationalization in Taiwanese Small and Medium Enterprises

Michael Yao-Ping Peng, Nittaya Kerdprasop, Kittisak Kerdprasop, 2020 .

A New Efficient Method to Improve Handwritten Signature Recognition

Nittaya Kerdprasop, Ratiporn Chanklan, Anusara Hirunyawanakul, 2015 .

Forest Fire Area Estimation using Support Vector Machine as an Approximator

Nittaya Kerdprasop, Kittisak Kerdprasop, Pumrapee Poomka, 2018, IJCCI.

Multiple principal component analyses and projective clustering

Nittaya Kerdprasop, Kittisak Kerdprasop, Nittaya Kerdprasop, 2005, 16th International Workshop on Database and Expert Systems Applications (DEXA'05).

Tool Fault Analysis with Decision Tree Induction and Sequence Mining

Nittaya Kerdprasop, Kittisak Kerdprasop, Nittaya Kerdprasop, 2014 .

Computational Intelligence Techniques to Fault Detection in the Semiconductor Manufacturing Process

Nittaya Kerdprasop, Kittisak Kerdprasop, Nittaya Kerdprasop, 2011 .

A Data Mining Approach to Automate Fault Detection Model Development in the Semiconductor Manufacturing Process

Nittaya Kerdprasop, Kittisak Kerdprasop, Nittaya Kerdprasop, 2011 .

Rare Class Discovery Techniques for Highly Imbalanced Data

Nittaya Kerdprasop, Kittisak Kerdprasop, Kittipong Chomboon, 2013 .

Efficient Machine Learning Methods for Hard Disk Drive Yield Prediction Improvement

Nittaya Kerdprasop, Anusara Hirunyawanakul, Kittisak Kerdprasop, 2020 .

Integrating Inductive Knowledge into the Inference System of Biomedical Informatics

Nittaya Kerdprasop, Kittisak Kerdprasop, Nittaya Kerdprasop, 2011, FGIT-DTA/BSBT.

Predicting Rare Classes of Primary Tumors with Over-Sampling Techniques

Nittaya Kerdprasop, Kittisak Kerdprasop, Nittaya Kerdprasop, 2011, FGIT-DTA/BSBT.

Knowledge induction from medical databases with higher-order programming

Nittaya Kerdprasop, Kittisak Kerdprasop, Nittaya Kerdprasop, 2009 .

Medical knowledge induction with higher-order horn clauses and meta-programming

Nittaya Kerdprasop, Kittisak Kerdprasop, Natthapon Pannurat, 2009 .

Improving Rare Case Prediction with Replication Technique

Nittaya Kerdprasop, Kittisak Kerdprasop, Nittaya Kerdprasop, 2013 .

Bridging Data Mining Model to the Automated Knowledge Base of Biomedical Informatics

Nittaya Kerdprasop, Kittisak Kerdprasop, Nittaya Kerdprasop, 2012 .

On the Generation of Accurate Predictive Model from Highly Imbalanced Data with Heuristics and Replication Techniques

Nittaya Kerdprasop, Kittisak Kerdprasop, Nittaya Kerdprasop, 2012 .

Modeling Method for Temperature Anomaly Analysis

Nittaya Kerdprasop, Kittisak Kerdprasop, Paradee Chuaybamroong, 2018, IJCCI.

Systematic Configuration for Hyperparameters Optimization in Transferring of CNN Model to Disaster Events Classification from UAV Images

Nittaya Kerdprasop, Kittisak Kerdprasop, Supaporn Bunrit, 2023, Journal of Image and Graphics.

Frequent Pattern Discovery with Constraint Logic Programming

Nittaya Kerdprasop, Kittisak Kerdprasop, Nittaya Kerdprasop, 2022 .

The Use of Spaceborne and Oceanic Sensors to Model Dengue Incidence in the Outbreak Surveillance System

Nittaya Kerdprasop, Kittisak Kerdprasop, Paradee Chuaybamroong, 2019, ICCSA.

Computational Intelligence and Statistical Learning Performances on Predicting Dengue Incidence using Remote Sensing Data

Nittaya Kerdprasop, Kittisak Kerdprasop, Paradee Chuaybamroong, 2020 .

Parallelization of K-means clustering on multi-core processors

Nittaya Kerdprasop, Kittisak Kerdprasop, Nittaya Kerdprasop, 2010 .

A Comparative Study of Learning Techniques with Convolutional Neural Network Based on HPC-Workload Dataset

Nittaya Kerdprasop, Kittisak Kerdprasop, Watthana Pongsena, 2020 .

Improving Medical Database Consistency with Induced Trigger Rules

Nittaya Kerdprasop, Kittisak Kerdprasop, Sirikanjana Pilabutr, 2009 .