Wei-Chao Lin

Artif. Intell. Rev., February, 2023

A Novel Prediction Approach for Effective Medical Data Mining.

[BibT_eX]

[DOI]

Ming-Chang Wang

Proceedings of the 7th International Conference on Medical and Health Informatics, 2023

2022

Deep learning for missing value imputation of continuous data and the effect of data discretization.

[BibT_eX]

[DOI]

Jia Rong Zhong

Knowl. Based Syst., 2022

Block-based pseudo-relevance feedback for image retrieval.

[BibT_eX]

[DOI]

J. Exp. Theor. Artif. Intell., 2022

Factors affecting text mining based stock prediction: Text feature representations, machine learning models, and news platforms.

[BibT_eX]

[DOI]

Hsuan Chen

Appl. Soft Comput., 2022

2021

Data cleaning issues in class imbalanced datasets: instance selection and missing values imputation for one-class classifiers.

[BibT_eX]

[DOI]

Zhenyuan Wang

Data Technol. Appl., 2021

Towards missing electric power data imputation for energy management systems.

[BibT_eX]

[DOI]

Ming-Chang Wang

Expert Syst. Appl., 2021

Instance selection in medical datasets: A divide-and-conquer framework.

[BibT_eX]

[DOI]

Min-Wei Huang

Comput. Electr. Eng., 2021

Feature Selection and Ensemble Learning Techniques in One-Class Classifiers: An Empirical Study of Two-Class Imbalanced Datasets.

[BibT_eX]

[DOI]

IEEE Access, 2021

2020

Ensemble feature selection in medical datasets: Combining filter, wrapper, and embedded feature selection results.

[BibT_eX]

[DOI]

Expert Syst. J. Knowl. Eng., 2020

Missing value imputation: a review and analysis of the literature (2006-2017).

[BibT_eX]

[DOI]

Artif. Intell. Rev., 2020

2019

Under-sampling class imbalanced datasets by combining clustering analysis and instance selection.

[BibT_eX]

[DOI]

Inf. Sci., 2019

Feature selection in single and ensemble learning-based bankruptcy prediction models.

[BibT_eX]

[DOI]

Yu-Hsin Lu

Expert Syst. J. Knowl. Eng., 2019

Aggregation of Multiple Pseudo Relevance Feedbacks for Image Search Re-Ranking.

[BibT_eX]

[DOI]

IEEE Access, 2019

2018

A class center based approach for missing value imputation.

[BibT_eX]

[DOI]

Miao-Ling Li

Knowl. Based Syst., 2018

2017

On image search result aggregation.

[BibT_eX]

[DOI]

Pattern Anal. Appl., 2017

Top 10 data mining techniques in business applications: a brief survey.

[BibT_eX]

[DOI]

Kybernetes, 2017

When Should We Ignore Examples with Missing Values?

[BibT_eX]

[DOI]

Int. J. Data Warehous. Min., 2017

Clustering-based undersampling in class-imbalanced data.

[BibT_eX]

[DOI]

Inf. Sci., 2017

Soft estimation by hierarchical classification and regression.

[BibT_eX]

[DOI]

Neurocomputing, 2017

Early versus Late Dimensionality Reduction of Bag-of-Words Feature Representation for Image Classification.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Bioinformatics Research and Applications 2017, 2017

2016

Research impact of general and funded papers: A citation analysis of two ACM international conference proceeding series.

[BibT_eX]

[DOI]

Online Inf. Rev., 2016

3D model retrieval by sample based alignment.

[BibT_eX]

[DOI]

J. Vis. Commun. Image Represent., 2016

Big data mining with parallel computing: A comparison of distributed and MapReduce methodologies.

[BibT_eX]

[DOI]

J. Syst. Softw., 2016

Keypoint selection for efficient bag-of-words feature generation and effective image classification.

[BibT_eX]

[DOI]

Inf. Sci., 2016

Data preprocessing issues for incomplete medical datasets.

[BibT_eX]

[DOI]

Expert Syst. J. Knowl. Eng., 2016

SAFQuery: a simple and flexible advanced Web search interface.

[BibT_eX]

[DOI]

Electron. Libr., 2016

2015

Instance selection by genetic-based biological algorithm.

[BibT_eX]

[DOI]

Soft Comput., 2015

Correlation analysis for comparison of the citation impact of journals, magazines, and conferences in computer science.

[BibT_eX]

[DOI]

Online Inf. Rev., 2015

CANN: An intrusion detection system based on combining cluster centers and nearest neighbors.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2015

Learning to detect representative data for large scale instance selection.

[BibT_eX]

[DOI]

J. Syst. Softw., 2015

The effect of low-level image features on pseudo relevance feedback.

[BibT_eX]

[DOI]

Neurocomputing, 2015

Evolutionary feature and instance selection for traffic sign recognition.

[BibT_eX]

[DOI]

Comput. Ind., 2015

On learning dual classifiers for better data classification.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2015

The Identification of Prolonged Length of Stay for Surgery Patients.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Systems, 2015

2014

Citation impact analysis of research papers that appear in oral and poster sessions: A case study of three computer science conferences.

[BibT_eX]

[DOI]

Online Inf. Rev., 2014

Dimensionality and data reduction in telecom churn prediction.

[BibT_eX]

[DOI]

Kybernetes, 2014

2012

Scenery Image Retrieval by Meta-Feature Representation.

[BibT_eX]

[DOI]

Online Inf. Rev., 2012

Novel Cloud Service for Improving World Universities Ranking.

[BibT_eX]

[DOI]

Proceedings of the Ninth International Conference on Information Technology: New Generations, 2012

2010

Boosting image annotation.

[BibT_eX]

[DOI]

PhD thesis, 2010

Improving image annotation via representative feature vector selection.

[BibT_eX]

[DOI]

Michael P. Oakes

John Tait

Neurocomputing, 2010

2009

Improving image annotation via useful representative feature selection.

[BibT_eX]

[DOI]

Cogn. Process., 2009

A Comparative Study of Global and Local Feature Representations in Image Database Categorization.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Networked Computing and Advanced Information Management, 2009

2008

Real AdaBoost for large vocabulary image classification.

[BibT_eX]

[DOI]