| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Huadong Ma, Chengbin Zeng, Charles X. Ling |
A Reliable People Counting System via Multiple Cameras.  |
ACM TIST  |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Eileen A. Ni, Charles X. Ling |
Active Learning with c-Certainty. |
PAKDD |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Xiao Li, Da Kuang, Charles X. Ling |
Active Learning for Hierarchical Text Classification. |
PAKDD |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Da Kuang, Charles X. Ling, Jun Du |
Foundation of Mining Class-Imbalanced Data. |
PAKDD |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Jun Du, Charles X. Ling, Zhi-Hua Zhou |
When Does Cotraining Work in Real Data? |
IEEE Trans. Knowl. Data Eng. |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Zhihua Cai, Wenyin Gong, Charles X. Ling, Harry Zhang |
A clustering-based differential evolution for global optimization. |
Appl. Soft Comput. |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Wenyin Gong, Zhihua Cai, Charles X. Ling, Hui Li |
Enhanced Differential Evolution With Adaptive Strategies for Numerical Optimization. |
IEEE Transactions on Systems, Man, and Cybernetics, Part B |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Charles X. Ling |
Introduction to special issue on machine learning for business applications. |
ACM TIST |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Jianfeng Du, Yong Hu, Charles X. Ling, Ming Fan, Mei Liu |
Efficient Action Extraction with Many-to-Many Relationship between Actions and Features. |
LORI |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Da Kuang, Xiao Li, Charles X. Ling |
A New Search Engine Integrating Hierarchical Browsing and Keyword Search. |
IJCAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Jun Du, Charles X. Ling |
Asking Generalized Queries with Minimum Cost. |
PAKDD |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Jun Du, Charles X. Ling |
Active Teaching for Inductive Learners. |
SDM |
2011 |
DBLP BibTeX RDF |
|
| 1 | Eileen A. Ni, Charles X. Ling |
Direct Marketing with Fewer Mistakes. |
ADMA |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Jun Du, Charles X. Ling |
Asking Generalized Queries to Domain Experts to Improve Learning. |
IEEE Trans. Knowl. Data Eng. |
2010 |
DBLP DOI BibTeX RDF |
generalized query, Active learning, domain expert |
| 1 | Wenyin Gong, Zhihua Cai, Charles X. Ling |
DE/BBO: a hybrid differential evolution with biogeography-based optimization for global numerical optimization. |
Soft Comput. |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Wenyin Gong, Zhihua Cai, Charles X. Ling, Hui Li |
A real-coded biogeography-based optimization with mutation. |
Applied Mathematics and Computation |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Charles X. Ling, Victor S. Sheng |
Cost-Sensitive Learning. |
Encyclopedia of Machine Learning |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Charles X. Ling, Victor S. Sheng |
Class Imbalance Problem. |
Encyclopedia of Machine Learning |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Jun Du, Charles X. Ling |
Asking Generalized Queries to Ambiguous Oracle. |
ECML/PKDD |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Jun Du, Charles X. Ling |
Active Learning with Human-Like Noisy Oracle. |
ICDM |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Eileen A. Ni, Charles X. Ling |
Supervised Learning with Minimal Effort. |
PAKDD |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Jun Du, Eileen A. Ni, Charles X. Ling |
Adapting cost-sensitive learning for reject option. |
CIKM |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Junfa Liu, Yiqiang Chen, Chunyan Miao, Jinjing Xie, Charles X. Ling, Xingyu Gao, Wen Gao |
Semi-Supervised Learning in Reconstructed Manifold Space for 3D Caricature Generation. |
Comput. Graph. Forum |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Victor S. Sheng, Charles X. Ling |
Cost-Sensitive Learning. |
Encyclopedia of Data Warehousing and Mining |
2009 |
DBLP BibTeX RDF |
|
| 1 | Wenyin Gong, Zhihua Cai, Charles X. Ling, Jun Du |
Hybrid differential evolution based on fuzzy C-means clustering. |
GECCO |
2009 |
DBLP DOI BibTeX RDF |
global optimization, differential evolution, fuzzy c-means clustering |
| 1 | Jun Du, Charles X. Ling |
Active Learning with Generalized Queries. |
ICDM |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Charles X. Ling, Jun Du, Zhi-Hua Zhou |
When does Co-training Work in Real Data?. |
PAKDD |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Jun Du, Charles X. Ling |
Co-Training on Handwritten Digit Recognition. |
Canadian Conference on AI |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Wenyin Gong, Zhihua Cai, Charles X. Ling, Bo Huang 0005 |
A Point Symmetry-Based Automatic Clustering Approach Using Differential Evolution. |
ISICA |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Jin Huang, Charles X. Ling, Harry Zhang, Stan Matwin |
Proper Model Selection with Significance Test. |
ECML/PKDD |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Jiang Su, Harry Zhang, Charles X. Ling, Stan Matwin |
Discriminative parameter learning for Bayesian networks. |
ICML |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Bin Wang, Bruce Spencer, Charles X. Ling, Harry Zhang |
Semi-supervised Self-training for Sentence Subjectivity Classification. |
Canadian Conference on AI |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Changjie Tang, Charles X. Ling, Xiaofang Zhou, Nick Cercone, Xue Li (eds.) |
Advanced Data Mining and Applications, 4th International Conference, ADMA 2008, Chengdu, China, October 8-10, 2008. Proceedings |
ADMA |
2008 |
DBLP BibTeX RDF |
|
| 1 | Charles X. Ling, Jun Du |
Active learning with direct query construction. |
KDD |
2008 |
DBLP DOI BibTeX RDF |
classification, active learning, supervised learning |
| 1 | Qiang Yang, Jie Yin, Charles X. Ling, Rong Pan |
Extracting Actionable Knowledge from Decision Trees. |
IEEE Trans. Knowl. Data Eng. |
2007 |
DBLP DOI BibTeX RDF |
Phrases decision making, data mining, machine learning |
| 1 | Yiqiu Han, Wai Lam, Charles X. Ling |
Customized classification learning based on query projections. |
Inf. Sci. |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Jin Huang, Charles X. Ling |
Constructing New and Better Evaluation Measures for Machine Learning. |
IJCAI |
2007 |
DBLP BibTeX RDF |
|
| 1 | Victor S. Sheng, Charles X. Ling |
Roulette Sampling for Cost-Sensitive Learning. |
ECML |
2007 |
DBLP DOI BibTeX RDF |
data mining, machine learning, classification, decision trees, cost-sensitive learning, meta-learning |
| 1 | Jun Du, Zhihua Cai, Charles X. Ling |
Cost-Sensitive Decision Trees with Pre-pruning. |
Canadian Conference on AI |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Jinhua Zheng, Guixia Xiao, Wu Song, Xuyong Li, Charles X. Ling |
A Multi-Objective Genetic Algorithm Based on Density. |
ISICA |
2007 |
DBLP DOI BibTeX RDF |
Dealer’s Principle, Genetic Algorithm, Evolutionary Computation, Density |
| 1 | Victor S. Sheng, Charles X. Ling |
Partial example acquisition in cost-sensitive learning. |
KDD |
2007 |
DBLP DOI BibTeX RDF |
active cost-sensitive learning, interactive and online data mining, data mining, machine learning, active learning, induction, data acquisition, cost-sensitive learning |
| 1 | Robert J. Yan, Charles X. Ling |
Machine learning for stock selection. |
KDD |
2007 |
DBLP DOI BibTeX RDF |
stock selection |
| 1 | Charles X. Ling, Victor S. Sheng, Qiang Yang |
Test Strategies for Cost-Sensitive Decision Trees. |
IEEE Trans. Knowl. Data Eng. |
2006 |
DBLP DOI BibTeX RDF |
classification, Induction, concept learning, mining methods and algorithms |
| 1 | YongHong Tian, Qiang Yang, Tiejun Huang, Charles X. Ling, Wen Gao |
Learning Contextual Dependency Network Models for Link-Based Classification. |
IEEE Trans. Knowl. Data Eng. |
2006 |
DBLP DOI BibTeX RDF |
link-based classification, link context, contextual dependency networks, Gibbs inference, machine learning, Data dependencies, hypertext/hypermedia |
| 1 | Qiang Yang, Charles X. Ling, Xiaoyong Chai, Rong Pan |
Test-Cost Sensitive Classification on Data with Missing Values. |
IEEE Trans. Knowl. Data Eng. |
2006 |
DBLP DOI BibTeX RDF |
decision trees, naive Bayes, Cost-sensitive learning |
| 1 | Dequan Li, Wen Gao, Charles X. Ling, Xiaobiao Wang, Ruixiang Sun, Simin He |
IndexToolkit: an open source toolbox to index protein databases for high-throughput proteomics. |
Bioinformatics |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Charles X. Ling, Qiang Yang |
Discovering Classification from Data of Multiple Sources. |
Data Min. Knowl. Discov. |
2006 |
DBLP DOI BibTeX RDF |
new solutions for multiple data source mining, learning from multiple sources of data, learning classifications from unlabeled data of multiple sources |
| 1 | Chong Huang, YongHong Tian, Zhi Zhou, Charles X. Ling, Tiejun Huang |
Keyphrase Extraction Using Semantic Networks Structure Analysis. |
ICDM |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Jin Huang, Charles X. Ling |
Constructing Ensembles for Better Ranking. |
ICDM |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Wenyin Gong, Zhihua Cai, Charles X. Ling |
ODE: A Fast and Robust Differential Evolution Based on Orthogonal Design. |
Australian Conference on Artificial Intelligence |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Victor S. Sheng, Charles X. Ling |
Feature value acquisition in testing: a sequential batch test algorithm. |
ICML |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Shengli Sheng, Charles X. Ling, Ailing Ni, Shichao Zhang |
Cost-Sensitive Test Strategies. |
AAAI |
2006 |
DBLP BibTeX RDF |
|
| 1 | Victor S. Sheng, Charles X. Ling |
Thresholding for Making Classifiers Cost-sensitive. |
AAAI |
2006 |
DBLP BibTeX RDF |
|
| 1 | Charles X. Ling, Victor S. Sheng, Tilmann F. W. Bruckhaus, Nazim H. Madhavji |
Maximum profit mining and its application in software development. |
KDD |
2006 |
DBLP DOI BibTeX RDF |
escalation prediction, data mining, cost-sensitive learning |
| 1 | Jin Huang, Charles X. Ling |
Using AUC and Accuracy in Evaluating Learning Algorithms. |
IEEE Trans. Knowl. Data Eng. |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Jin Huang, Charles X. Ling |
Using AUC and Accuracy in Evaluating Learning Algorithms - Appendices. (PDF / PS) |
IEEE Trans. Knowl. Data Eng. |
2005 |
DBLP DOI BibTeX RDF |
Evaluation of learning algorithms, AUC of ROC, accuracy, ROC |
| 1 | Shichao Zhang, Zhenxing Qin, Charles X. Ling, Shengli Sheng |
"Missing Is Useful': Missing Values in Cost-Sensitive Decision Trees. |
IEEE Trans. Knowl. Data Eng. |
2005 |
DBLP DOI BibTeX RDF |
machine learning, knowledge acquisition, Induction |
| 1 | Dequan Li, Yan Fu, Ruixiang Sun, Charles X. Ling, Yonggang Wei, Hu Zhou, Rong Zeng, Qiang Yang, Simin He, Wen Gao |
pFind: a novel database-searching software system for automated peptide and protein identification via tandem mass spectrometry. |
Bioinformatics |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Charles X. Ling, William Stafford Noble, Qiang Yang |
Guest Editor's Introduction to the Special Issue: Machine Learning for Bioinformatics-Part 2. |
IEEE/ACM Trans. Comput. Biology Bioinform. |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Charles X. Ling, William Stafford Noble, Qiang Yang |
Guest Editors' Introduction to the Special Issue: Machine Learning for Bioinformatics - Part 1. |
IEEE/ACM Trans. Comput. Biology Bioinform. |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Jin Huang, Charles X. Ling |
Rank Measures for Ordering. |
PKDD |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Jin Huang, Charles X. Ling |
Dynamic Ensemble Re-Construction for Better Ranking. |
PKDD |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Shengli Sheng, Charles X. Ling |
Hybrid Cost-Sensitive Decision Tree. |
PKDD |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Charles X. Ling, Shengli Sheng, Tilmann F. W. Bruckhaus, Nazim H. Madhavji |
Predicting Software Escalations with Maximum ROI. |
ICDM |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Jin Huang, Charles X. Ling |
Partial Ensemble Classifiers Selection for Better Ranking. |
ICDM |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Shengli Sheng, Charles X. Ling, Qiang Yang |
Simple Test Strategies for Cost-Sensitive Decision Trees. |
ECML |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Yan Fu, Qiang Yang, Ruixiang Sun, Dequan Li, Rong Zeng, Charles X. Ling, Wen Gao |
Exploiting the kernel trick to correlate fragment ions for peptide identification via tandem mass spectrometry. |
Bioinformatics |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Xiaoyong Chai, Lin Deng, Qiang Yang, Charles X. Ling |
Test-Cost Sensitive Naive Bayes Classification. |
ICDM |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Jinhua Zheng, Zhongzhi Shi, Charles X. Ling, Yong Xie |
A New Method to Construct the Non-Dominated Set in Multi-Objective Genetic Algorithms. |
Intelligent Information Processing |
2004 |
DBLP DOI BibTeX RDF |
Multi-objective Optimum, Dominated relationship, Non-dominated set, Multi-objective Genetic Algorithm |
| 1 | Charles X. Ling, Qiang Yang, Jianning Wang, Shichao Zhang |
Decision trees with minimal costs. |
ICML |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Yan Fu, Qiang Yang, Charles X. Ling, Haipeng Wang, Dequan Li, Ruixiang Sun, Hu Zhou, Rong Zeng, Yiqiang Chen, Simin He, Wen Gao |
A Kernel-Based Case Retrieval Algorithm with Application to Bioinformatics. |
PRICAI |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Jianning Wang, Charles X. Ling |
Artificial Aging of Faces by Support Vector Machines. |
Canadian Conference on AI |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Jinhua Zheng, Charles X. Ling, Zhongzhi Shi, Juan Xue, Xuyong Li |
A Multi-objective Genetic Algorithm Based on Quick Sort. |
Canadian Conference on AI |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Harry Zhang, Charles X. Ling |
Numeric Mapping and Learnability of Naive Bayes. |
Applied Artificial Intelligence |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Jean-Luc Koning, Charles X. Ling |
Cognitive agents and multiagent interaction. |
Cognitive Systems Research |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Qiang Yang, Jie Yin, Charles X. Ling, Tielin Chen |
Postprocessing Decision Trees to Extract Actionable Knowledge. |
ICDM |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Jin Huang, Jingjing Lu, Charles X. Ling |
Comparing Naive Bayes, Decision Trees, and SVM with AUC and Accuracy. |
ICDM |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Charles X. Ling, Jin Huang, Harry Zhang |
AUC: a Statistically Consistent and more Discriminating Measure than Accuracy. |
IJCAI |
2003 |
DBLP BibTeX RDF |
|
| 1 | Yiqiang Chen, Wen Gao, Lijuan Duan, Xiang Chen, Charles X. Ling |
Intelligent Protein 3D Structure Retrieval System. |
ISMIS |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Charles X. Ling, Robert J. Yan |
Decision Tree with Better Ranking. |
ICML |
2003 |
DBLP BibTeX RDF |
|
| 1 | Harry Zhang, Charles X. Ling |
A Fundamental Issue of Naive Bayes. |
Canadian Conference on AI |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Charles X. Ling, Jin Huang, Harry Zhang |
AUC: A Better Measure than Accuracy in Comparing Learning Algorithms. |
Canadian Conference on AI |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Charles X. Ling, Nick Cercone |
Editorial Notes. |
Int. J. Found. Comput. Sci. |
2002 |
DBLP BibTeX RDF |
|
| 1 | Charles X. Ling, Huajie Zhang |
The Representational Power of Discrete Bayesian Networks. |
Journal of Machine Learning Research |
2002 |
DBLP BibTeX RDF |
|
| 1 | Charles X. Ling, Jianfeng Gao, Huajie Zhang, Weining Qian, HongJiang Zhang |
Improving Encarta Search Engine Performance by Mining User Logs. |
IJPRAI |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Wai Lam, Chi-Kin Keung, Charles X. Ling |
Learning good prototypes for classification using filtering and abstraction of instances. |
Pattern Recognition |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Yiqiang Chen, Wen Gao, Tingshao Zhu, Charles X. Ling |
Learning Prosodic Patterns for Mandarin Speech Synthesis. |
J. Intell. Inf. Syst. |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Charles X. Ling, Tielin Chen, Qiang Yang, Jie Cheng |
Mining Optimal Actions for Profitable CRM. |
ICDM |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Charles X. Ling, Huajie Zhang |
Toward Bayesian Classifiers with Accurate Probabilities. |
PAKDD |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Huajie Zhang, Charles X. Ling |
Representational Upper Bounds of Bayesian Networks. |
ICML |
2002 |
DBLP BibTeX RDF |
|
| 1 | Huajie Zhang, Charles X. Ling |
An Improved Learning Algorithm for Augmented Naive Bayes. |
PAKDD |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Huajie Zhang, Charles X. Ling |
Geometric Properties of Naive Bayes in Nominal Domains. |
ECML |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Charles X. Ling, Jianfeng Gao, Huajie Zhang, Weining Qian, HongJiang Zhang |
Mining Generalized Query Patterns from Web Logs. (PDF / PS) |
HICSS |
2001 |
DBLP DOI BibTeX RDF |
data mining, search engine, knowledge discovery, web mining, log mining |
| 1 | Huajie Zhang, Charles X. Ling |
Learnability of Augmented Naive Bayes in Nonimal Domains. |
ICML |
2001 |
DBLP BibTeX RDF |
|
| 1 | Huajie Zhang, Charles X. Ling, Zhiduo Zhao |
The Learnability of Naive Bayes. |
Canadian Conference on AI |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | Ron Sun, Charles X. Ling |
Computational Cognitive Modeling, the Source of Power, and Other Related Issues. |
AI Magazine |
1998 |
DBLP BibTeX RDF |
|
| 1 | Charles X. Ling, Bei Zhang |
Grapheme Generation in Learning to Read English Words. |
Canadian Conference on AI |
1998 |
DBLP BibTeX RDF |
|
| 1 | Charles X. Ling, Chenghui Li |
Data Mining for Direct Marketing: Problems and Solutions. |
KDD |
1998 |
DBLP BibTeX RDF |
|
| 1 | Charles X. Ling, John J. Parry, Hangdong Wang |
Setting Attribute Weights for Nearest Neighour Learning Algorithms Using C4.5. |
IJPRAI |
1997 |
DBLP BibTeX RDF |
|
| 1 | Charles X. Ling, Hangdong Wang |
Computing Optimal Attribute Weight Settings for Nearest Neighbor Algorithms. |
Artif. Intell. Rev. |
1997 |
DBLP DOI BibTeX RDF |
|
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