Deep learning based decision tree ensembles for incomplete medical datasets
Technology and Health Care,
32,
1,
75-87,
2024-01-05
[
classifier ensembles,Data science,decision trees,deep learning,missing value imputation
]
Managing Emotion In The Workplace: An Empirical Study With Enterprise Instant Messaging
Applied Artificial Intelligence,
38,
1,
2024-01-01
[
emotion management,Enterprise instant messaging,machine learning,sentiment analysis
]
Majority re-sampling via sub-class clustering for imbalanced datasets
Journal of Experimental and Theoretical Artificial Intelligence,
2023-01-01
[
Clustering,data mining,imbalanced datasets,machine learning,under-sampling
]
When should we ignore examples with missing values?
International Journal of Data Warehousing and Mining,
13,
4,
53-63,
2017-10-01
[
Case Deletion , Categorical Data , Classification , Data Mining , Imputation , Machine Learning , Missing Values , Numerical Data
]
Soft estimation by hierarchical classification and regression
Neurocomputing,
234,
27-37,
2017-04-19
[
Classification , Data mining , Hierarchical estimation , Prediction , Regression
]
SVM and SVM ensembles in breast cancer prediction
PLoS ONE,
12,
1,
2017-01-01
Top 10 data mining techniques in business applications: a brief survey
Kybernetes,
46,
7,
1158-1170,
2017-01-01
[
Business applications , Data mining , Machine learning , Survey
]
The distance function effect on k-nearest neighbor classification for medical datasets
SpringerPlus,
5,
1,
2016-12-01
[
Distance function , Euclidean distance , k-Nearest neighbor , Medical datasets , Pattern classification
]
Big data mining with parallel computing: A comparison of distributed and MapReduce methodologies
Journal of Systems and Software,
122,
83-92,
2016-12-01
[
Big data , Cloud computing , Data mining , Distributed , MapReduce , Parallel computing
]
Research performance of AACSB accredited institutions in Taiwan: before versus after accreditation
SpringerPlus,
5,
1,
2016-12-01
[
AACSB accreditation , Business school , Citation analysis , Learning , Teaching
]
Data preprocessing issues for incomplete medical datasets
Expert Systems,
33,
5,
432-438,
2016-10-01
[
feature selection , imputation , incomplete medical datasets , instance selection , missing value
]
3D model retrieval by sample based alignment
Journal of Visual Communication and Image Representation,
40,
Part B,
721-731,
2016-10-01
[
3D model , Continuous Principal Component Analysis (CPCA) , LightField Descriptors (LFD) , Multimedia , Retrieval
]
Research impact of general and funded papers: A citation analysis of two ACM international conference proceeding series
Online Information Review,
40,
4,
472-480,
2016-08-08
[
Citation analysis , Highly cited papers , Research funding , Research impact
]
Keypoint selection for efficient bag-of-words feature generation and effective image classification
Information Sciences,
329,
33-51,
2016-02-01
[
Bag-of-words , Image classification , Keypoint selection , Object categorization
]
SAFQuery: A simple and flexible advanced Web search interface
Electronic Library,
34,
1,
155-168,
2016-02-01
[
Information retrieval , Interfaces
]
Robustness and reliability evaluations of image annotation
Imaging Science Journal,
64,
2,
94-99,
2016-01-01
[
Annotation accuracy , Coefficient of variation , Image annotation , Performance evaluation
]
On learning dual classifiers for better data classification
Applied Soft Computing Journal,
37,
296-302,
2015-12-10
[
Data mining , Instance selection , Machine learning , Training effectiveness
]
Evolutionary feature and instance selection for traffic sign recognition
Computers in Industry,
74,
201-211,
2015-01-21
[
Data mining , Feature selection , Genetic algorithm , Instance selection , Traffic sign recognition
]
On mining incomplete medical datasets: Ordering imputation and classification
Technology and Health Care,
23,
5,
619-625,
2015-01-01
[
incomplete data , Instance selection , medical data mining , missing value imputation
]
An efficient data preprocessing approach for large scale medical data mining
Technology and Health Care,
23,
2,
153-160,
2015-01-01
[
breast cancer , Data preprocessing , instance selection , medical data mining , protein homology
]
LocalContent: A personal scientific document retrieval system
Electronic Library,
33,
3,
373-385,
2015-01-01
[
Document management , Interfaces
]
CANN: An intrusion detection system based on combining cluster centers and nearest neighbors
Knowledge-Based Systems,
78,
1,
13-21,
2015-01-01
[
Anomaly detection , Cluster center , Feature representation , Intrusion detection , Nearest neighbor
]
The effect of low-level image features on pseudo relevance feedback
Neurocomputing,
166,
26-37,
2015-01-01
[
Feature representation , Image retrieval , Pseudo relevance feedback , Relevance feedback , Rocchio algorithm
]
Correlation analysis for comparison of the citation impact of journals, magazines, and conferences in computer science
Online Information Review,
39,
3,
310-325,
2015-01-01
[
Citation analysis , Computer science , Conference publications , Correlation coefficient , h-index , Journal publications
]
Learning to detect representative data for large scale instance selection
Journal of Systems and Software,
106,
1-8,
2015-01-01
[
Data mining , Data reduction , Instance selection
]
Evolutionary instance selection for text classification
Journal of Systems and Software,
90,
1,
104-113,
2014-01-13
[
Genetic algorithms , Instance selection , Text classification
]
Dimensionality and data reduction in telecom churn prediction
Kybernetes,
43,
5,
737-749,
2014-01-01
[
Churn prediction , Data mining , Data reduction , Dimensionality reduction , Feature selection
]
A Borda count approach to combine subjective and objective based MIS journal rankings
Online Information Review,
38,
4,
469-483,
2014-01-01
[
Borda count , H-index , Journal ranking , MIS journals
]
Citation impact analysis of research papers that appear in oral and poster sessions: A case study of three computer science conferences
Online Information Review,
38,
6,
738-745,
2014-01-01
[
Bibliometrics , Citation analysis , Conference publication , Highly cited papers , Oral sessions , Poster sessions
]
研討會著作
Transformer with Multi-block Encoder for Multi-turn Dialogue Translation
547-551,
2023-01-01
[
Deep Learning,Dialogue Translation
]
Stylized Dialogue Generation
1456-1460,
2021-01-01
[
Deep learning,Dialogue generation,Sequence-to-sequence,Style transfer
]
Hierarchical Classification and Regression with Feature Selection
1150-1154,
2019-12-01
[
data mining , feature selection , hierarchical estimation , Prediction , regression
]
Eye detection in CSBS-DP evaluation video
2016-07-25
[
CSBS-CP data base , eye detection , gaze detection , share emotion
]
Comparison between SVM-Light, a search engine-based approach and the MediaMill baselines for assigning concepts to video shot annotations
381-387,
2008-09-22
PERC: A personal email classifier
460-463,
2006-07-17
校內獲獎
114 優良論文貢獻獎
109 新進教師補助
107 新聘卓越獎(舊制)
職業類別判斷系統/OCCUPATIONAL CATEGORY DETERMINATION SYSTEM [中華民國]