Kittisak Kerdprasop

发表

An Empirical Study of Dimensionality Reduction Methods for Biometric Recognition

Nittaya Kerdprasop, Ratiporn Chanklan, Anusara Hirunyawanakul, 2014, 2014 7th International Conference on Security Technology.

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

Nittaya Kerdprasop, Kittisak Kerdprasop, Natthapon Pannurat, 2009 .

Forest Fire Area Estimation using Support Vector Machine as an Approximator

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

Query Answering in Relational Inductive Databases

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

Constraint Mining in Business Intelligence: A Case Study of Customer Churn Prediction

Nittaya Kerdprasop, Kittisak Kerdprasop, Phaichayon Kongchai, 2013 .

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.

Anomaly Detection with Machine Learning Technique to Support Smart Logistics

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

SMS Spam Detection Based on Long Short-Term Memory and Gated Recurrent Unit

Kittisak Kerdprasop, Pumrapee Poomka, Nittaya Kerdprasop, 2019, International Journal of Future Computer and Communication.

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

Nittaya Kerdprasop, Kittisak Kerdprasop, Nittaya Kerdprasop, 2012 .

A Technique to Association Rule Mining on Multiple Datasets

Nittaya Kerdprasop, Kittisak Kerdprasop, Nuntawut Kaoungku, 2014 .

Improving the Representation of CNN Based Features by Autoencoder for a Task of Construction Material Image Classification

Nittaya Kerdprasop, Kittisak Kerdprasop, Supaporn Bunrit, 2020 .

Rare Class Discovery Techniques for Highly Imbalanced Data

Nittaya Kerdprasop, Kittisak Kerdprasop, Kittipong Chomboon, 2013 .

Building and Querying a Decision Tree Model with Constraint Logic Programming

Nittaya Kerdprasop, Kittisak Kerdprasop, Fonthip Koongaew, 2013 .

Density-biased clustering based on reservoir sampling

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

A Hybrid Modeling Technique to Predict Runoff

Nittaya Kerdprasop, Ratiporn Chanklan, Kittisak Kerdprasop, 2017 .

Ensemble Learning For Imbalanced Data Classification Problem

Nittaya Kerdprasop, Kittisak Kerdprasop, Pasapitch Chujai, 2015 .

Deep Autoencoder Networks Optimized with Genetic Algorithms for Efficient ECG Clustering

Nittaya Kerdprasop, Kittisak Kerdprasop, Tippaya Thinsungnoen, 2018 .

A Heuristic-Based Decision Tree Induction Method for Noisy Data

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

Parameter Optimization with Restarting Genetic Algorithm for the Forest Type Classification

Nittaya Kerdprasop, Kittisak Kerdprasop, Nuntawut Kaoungku, 2017 .

Geo-Information Knowledge Base System for Drought Pattern Search

Nittaya Kerdprasop, Kittisak Kerdprasop, 2016, ICCSA.

Decision Rule Induction in a Learning Content Management System

Nittaya Kerdprasop, Kittisak Kerdprasop, Narin Muenrat, 2008 .

Improving Rare Case Prediction with Replication Technique

Nittaya Kerdprasop, Kittisak Kerdprasop, Nittaya Kerdprasop, 2013 .

Knowledge Engineering Process for a Rapid Prototyping of Inductive Expert System

Nittaya Kerdprasop, Kittisak Kerdprasop, 2013 .

Query Answering Engine for the Next Generation Database Systems

Nittaya Kerdprasop, Kittisak Kerdprasop, Nittaya Kerdprasop, 2015 .

Active Database Rule Set Reduction by Knowledge Discovery

Kittisak Kerdprasop, 1999 .

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).

Dermatological Classification Using Deep Learning of Skin Image and Patient Background Knowledge

Kittisak Kerdprasop, Supaporn Bunrit, Nittaya Kerdprasop, 2019 .

Weighted K-Means for Density-Biased Clustering

Pairote Sattayatham, Nittaya Kerdprasop, Kittisak Kerdprasop, 2005, DaWaK.

Constraint-Based System for Genomic Analysis

Nittaya Kerdprasop, Kittisak Kerdprasop, 2015 .

The Silhouette Width Criterion for Clustering and Association Mining to Select Image Features

Nittaya Kerdprasop, Ratiporn Chanklan, Kittisak Kerdprasop, 2018 .

A Knowledge-Oriented Framework for the New Age of Training and Learning Systems

Nittaya Kerdprasop, Kittisak Kerdprasop, 2015 .

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

Nittaya Kerdprasop, Kittisak Kerdprasop, Paradee Chuaybamroong, 2020 .

Mining Frequent Patterns with Functional Programming

Nittaya Kerdprasop, Kittisak Kerdprasop, Nittaya Kerdprasop, 2007 .

SUT-Miner: A Knowledge Mining and Managing System for Medical Databases

Nittaya Kerdprasop, Kittisak Kerdprasop, 2009, 2009 20th International Workshop on Database and Expert Systems Application.

Automatic Knowledge Acquisition Tool to Support Intelligent Manufacturing Systems

Nittaya Kerdprasop, Kittisak Kerdprasop, 2012 .

Forecasting Dengue Incidence with the Chi-squared Automatic Interaction Detection Technique

Nittaya Kerdprasop, Kittisak Kerdprasop, Paradee Chuaybamroong, 2019 .

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

Nittaya Kerdprasop, Kittisak Kerdprasop, Nuntawut Kaoungku, 2017 .

Deep Learning for Financial Time-Series Data Analytics: An Image Processing Based Approach

Nittaya Kerdprasop, Kittisak Kerdprasop, Watthana Pongsena, 2020 .

A lightweight method to parallel k-means clustering

Nittaya Kerdprasop, Kittisak Kerdprasop, Nittaya Kerdprasop, 2010 .

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).

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.

Higher Order Programming to Mine Knowledge for a Modern Medical Expert System pdf

Nittaya Kerdprasop, Kittisak Kerdprasop, 2011, ArXiv.

Efficient Machine Learning Methods for Hard Disk Drive Yield Prediction Improvement

Nittaya Kerdprasop, Anusara Hirunyawanakul, Kittisak Kerdprasop, 2020 .

A Robust Tree Induction Method Based on Heuristics and Cluster Analysis

Nittaya Kerdprasop, Kittisak Kerdprasop, 2012 .

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).

Remote Sensing Based Model Induction for Drought Monitoring and Rainfall Estimation

Nittaya Kerdprasop, Kittisak Kerdprasop, 2016, ICCSA.

A New Approach to Active Rule Analysis and Reorganization

Nittaya Kerdprasop, Kittisak Kerdprasop, 2000, Artificial Intelligence and Soft Computing.

Knowledge induction from medical databases with higher-order programming

Nittaya Kerdprasop, Kittisak Kerdprasop, Nittaya Kerdprasop, 2009 .

Integrating Inductive Knowledge into the Inference System of Biomedical Informatics

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

Autonomous Integration of Induced Knowledge into the Expert System Inference Engine

Nittaya Kerdprasop, Kittisak Kerdprasop, 2011 .

Improving Medical Database Consistency with Induced Trigger Rules

Nittaya Kerdprasop, Kittisak Kerdprasop, Sirikanjana Pilabutr, 2009 .

Runoff Prediction with a Combined Artificial Neural Network and Support Vector Regression

Nittaya Kerdprasop, Ratiporn Chanklan, Kittisak Kerdprasop, 2018 .

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

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

Optimizing Database Queries with Materialized Views and Data Mining Models

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

A New Efficient Method to Improve Handwritten Signature Recognition

Nittaya Kerdprasop, Ratiporn Chanklan, Anusara Hirunyawanakul, 2015 .

Data Mining in Semantic Web Data

Nittaya Kerdprasop, Kittisak Kerdprasop, Nuntawut Kaoungku, 2014 .

Discrete decision tree induction to avoid overfitting on categorical data

Nittaya Kerdprasop, Kittisak Kerdprasop, 2011 .

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

Nittaya Kerdprasop, Kittisak Kerdprasop, Nittaya Kerdprasop, 2012 .

Parallelization of K-means clustering on multi-core processors

Nittaya Kerdprasop, Kittisak Kerdprasop, Nittaya Kerdprasop, 2010 .

MAMMOGRAPHY IMAGE CLASSIFICATION AND CLUSTERING USING SUPPORT VECTOR MACHINE AND K-MEANS

Nittaya Kerdprasop, Kittisak Kerdprasop, Kedkarn Chaiyakhan, 2016 .

Discretization and Imputation Techniques for Quantitative Data Mining

Nittaya Kerdprasop, Kittisak Kerdprasop, Nuntawut Kaoungku, 2013 .

Top-k Ranking with Membership Function for Deductive Database

Nittaya Kerdprasop, Kittisak Kerdprasop, Pasapitch Chujai, 2014 .

Moving Data Mining Tools toward a Business Intelligence System

Nittaya Kerdprasop, Kittisak Kerdprasop, Nittaya Kerdprasop, 2007 .

The Fuzzy Search for Association Rules with Interestingness Measure

Nittaya Kerdprasop, Kittisak Kerdprasop, Phaichayon Kongchai, 2014 .

Support Vector Machine with Restarting Genetic Algorithm for Classifying Imbalanced Data

Nittaya Kerdprasop, Kittisak Kerdprasop, Keerachart Suksut, 2017 .

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

Nittaya Kerdprasop, Kittisak Kerdprasop, Watthana Pongsena, 2020 .

The Compact Fuzzy Association Rules For Data Classification

Nittaya Kerdprasop, Kittisak Kerdprasop, Phaichayon Kongchai, 2015 .

Density Biased Reservoir Sampling for Clustering

Junping Sun, Nittaya Kerdprasop, Kittisak Kerdprasop, 2005, Artificial Intelligence and Applications.

Multiresolution Analysis Based on Wavelet Transform for Commodity Prices Time Series Forecasting

Nittaya Kerdprasop, Kittisak Kerdprasop, Supaporn Bunrit, 2018 .

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

Kittisak Kerdprasop, Kittisak Kerdprasop, 2014 .

A technique for association rule mining in multiple datasets

Nittaya Kerdprasop, Kittisak Kerdprasop, Nuntawut Kaoungku, 2014 .

A Deep Learning of Time Series for Efficient Analysis

Nittaya Kerdprasop, Kittisak Kerdprasop, Tippaya Thinsungnoen, 2017 .

The discovery of frequent patterns with logic and constraint programming

Nittaya Kerdprasop, Kittisak Kerdprasop, Nittaya Kerdprasop, 2011 .

The One-Versus-One Classification Technique Based on Data Synthesis with Appropriate Distant Neighbors

Kittisak Kerdprasop, Pasapitch Chujai, Nittaya Kerdprasop, 2019 .

On Transforming the ER Model to Ontology Using Proté gé OWL Tool

Nittaya Kerdprasop, Kittisak Kerdprasop, Pasapitch Chujai, 2014 .

Computational Intelligence Techniques to Fault Detection in the Semiconductor Manufacturing Process

Nittaya Kerdprasop, Kittisak Kerdprasop, Nittaya Kerdprasop, 2011 .

Feature Selection and Boosting Techniques to Improve Fault Detection Accuracy in the Semiconductor Manufacturing Process

Nittaya Kerdprasop, Kittisak Kerdprasop, 2011 .

From educational data mining model to the automated knowledge based system construction

Nittaya Kerdprasop, Kittisak Kerdprasop, 2015, 2015 8th International Conference on Ubi-Media Computing (UMEDIA).

Query Answering in Relational Inductive Databases

Nittaya Kerdprasop, Kittisak Kerdprasop, A. Ritthongchailert, 2007 .

Prototyping an Expert System Shell with the Logic-Based Approach

Nittaya Kerdprasop, Kittisak Kerdprasop, Kanjana Intharachatorn, 2013 .

Tool Fault Analysis with Decision Tree Induction and Sequence Mining

Nittaya Kerdprasop, Kittisak Kerdprasop, Nittaya Kerdprasop, 2014 .

A short term co-movement detection of financial data

Nittaya Kerdprasop, Kittisak Kerdprasop, 2016, 2016 2nd IEEE International Conference on Computer and Communications (ICCC).

Modeling Method for Temperature Anomaly Analysis

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

On Modeling Smoke-Haze Incidence with Cluster and Regression Analyses

Kittisak Kerdprasop, Nittaya Kerdprasop, Kacha Chansilp, 2020 .

Intelligent Query Answering with Virtual Mining and Materialized Views

Nittaya Kerdprasop, Kittisak Kerdprasop, Natthapon Pannurat, 2008 .

Performance Analysis of Complex Manufacturing Process with Sequence Data Mining Technique

Nittaya Kerdprasop, Kittisak Kerdprasop, 2013 .

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

Nittaya Kerdprasop, Kittisak Kerdprasop, Nittaya Kerdprasop, 2011 .

Frequent Pattern Discovery with Constraint Logic Programming

Nittaya Kerdprasop, Kittisak Kerdprasop, Nittaya Kerdprasop, 2022 .

Database Reverse Engineering based on Association Rule Mining pdf

Nittaya Kerdprasop, Kittisak Kerdprasop, Nattapon Pannurat, 2010, ArXiv.

Fingerprint Recognition with Edge Detection and Dimensionality Reduction Techniques

Nittaya Kerdprasop, Ratiporn Chanklan, Anusara Hirunyawanakul, 2015 .

On Comparing Feature Reduction Techniques for Accuracy Improvement of the k-NN Classification

Nittaya Kerdprasop, Kittisak Kerdprasop, Phaichayon Kongchai, 2015 .

A Rough Set Approach To Personalization In Web-Based Learning Systems

Nittaya Kerdprasop, Kittisak Kerdprasop, Nittaya Kerdprasop, 2008, e-Learning.

Improvement the Imbalanced Data Classification with Restarting Genetic Algorithm for Support Vector Machine Algorithm

Kittisak Kerdprasop, Nittaya Kerdprasop, Nuntawut Kaoungku, 2019 .

Traffic Sign Classification using Support Vector Machine and Image Segmentation

Ratiporn Chanklan, Anusara Hirunyawanakul, Kittisak Kerdprasop, 2015 .

Artificial Neural Networks and Time Series Models for Electrical Load Analysis

Kittisak Kerdprasop, Supaporn Bunrit, Nittaya Kerdprasop, 2016 .

A MECHANISM TO DISCOVER AND INTEGRATE ASSOCIATION RULES FROM MULTIPLE SOURCES

Nittaya Kerdprasop, Kittisak Kerdprasop, Nuntawut Kaoungku, 2015 .

Predicting Rare Classes of Primary Tumors with Over-Sampling Techniques

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

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.

A Monte Carlo Method to Data Stream Analysis

Pairote Sattayatham, Nittaya Kerdprasop, Kittisak Kerdprasop, 2008 .

Knowledge Mining with a Higher-Order Logic Approach

Nittaya Kerdprasop, Kittisak Kerdprasop, 2009 .

Nittaya Kerdprasop, Kittisak Kerdprasop, Phaichayon Kongchai, 2013 .

Remote sensing based modeling of dengue outbreak with regression and binning classification

Nittaya Kerdprasop, Kittisak Kerdprasop, Nittaya Kerdprasop, 2016, 2016 2nd IEEE International Conference on Computer and Communications (ICCC).

Approximate Frequent Pattern Discovery Over Data Stream

Nittaya Kerdprasop, Kittisak Kerdprasop, Nittaya Kerdprasop, 2007 .

Data preparation techniques for improving rare class prediction

Nittaya Kerdprasop, Kittisak Kerdprasop, 2011 .

On Pattern-Based Programming towards the Discovery of Frequent Patterns

Nittaya Kerdprasop, Kittisak Kerdprasop, 2007 .

Greenness Pattern Analysis with the Remote Sensing Index Clustering

Nittaya Kerdprasop, Kittisak Kerdprasop, Kacha Chansilp, 2017 .

Semantic Knowledge Integration to Support Inductive Query Optimization

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

Functional dependency discovery via Bayes net analysis

Nittaya Kerdprasop, Kittisak Kerdprasop, 2011 .

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 .

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 .

The Study of Noise Effect on CNN-Based Deep Learning from Medical Images

Nittaya Kerdprasop, Kittisak Kerdprasop, Kittipat Sriwong, 2021 .

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.

Real-Time Human Detection in a Restricted Area for Safety in Truck Dumper Control System Using Deep Learning

Nittaya Kerdprasop, Kittisak Kerdprasop, Wattana Pongsena, 2021 .

Association of economic and environmental factors to life expectancy of people in the Mekong basin

Nittaya Kerdprasop, Kittisak Kerdprasop, 2017, 2017 12th IEEE Conference on Industrial Electronics and Applications (ICIEA).

Tool Sequence Analysis and Performance Prediction in the Wafer Fabrication Process

Nittaya Kerdprasop, Kittisak Kerdprasop, .

A high recall DNA splice site prediction based on association analysis

Nittaya Kerdprasop, Kittisak Kerdprasop, 2010 .

Classification and Regression Tree with Resampling for Classifying Imbalanced Data

Nittaya Kerdprasop, Kittisak Kerdprasop, Supajittree Boonamnuay, .

Regression Tree Analysis of CO2 Emissions and Environmental Factors to the Survival Rate of Population in Thailand and China

Nittaya Kerdprasop, Kittisak Kerdprasop, 2016 .

The Clustering Validity with Silhouette and Sum of Squared Errors

Nittaya Kerdprasop, Kittisak Kerdprasop, Nuntawut Kaoungku, 2015 .

An Analysis of the Co-movement of Price Change Volatility in Forex Market

Nittaya Kerdprasop, Kittisak Kerdprasop, Watthana Pongsena, 2018 .

Knowledge Mining in Web-based Learning Environments

Nittaya Kerdprasop, Kittisak Kerdprasop, 2004 .

Rainfall Estimation Models Induced from Ground Station and Satellite Data

Kittisak Kerdprasop, Kittisak Kerdprasop, .

An Empirical Study of Distance Metrics for k-Nearest Neighbor Algorithm

Nittaya Kerdprasop, Kittisak Kerdprasop, Kittipong Chomboon, 2015 .

Recognizing DNA splice sites with the frequent pattern mining technique

Nittaya Kerdprasop, Kittisak Kerdprasop, .

The Development of Discrete Decision Tree Induction for Categorical Data

Nittaya Kerdprasop, Kittisak Kerdprasop, 2011 .

Data Classification Based on Feature Selection with Association Rule Mining

Ratiporn Chanklan, Kittisak Kerdprasop, Nuntawut Kaoungku, 2022 .

Cluster-Based Sequence Analysis of Complex Manufacturing Process

Nittaya Kerdprasop, Kittisak Kerdprasop, 2012 .