| 2008 |
|---|
| 181 | EE | Jeffrey Junfeng Pan,
Sinno Jialin Pan,
Vincent Wenchen Zheng,
Qiang Yang:
Digital Wall: A Power-efficient Solution for Location-based Data Sharing.
PerCom 2008: 645-650 |
| 180 | EE | Ming-qing Zhao,
Qiang Yang,
De-zhi Gao:
Axiomatic Definition of Knowledge Granularity and Its Constructive Method.
RSKT 2008: 348-354 |
| 179 | EE | Dikan Xing,
Gui-Rong Xue,
Qiang Yang,
Yong Yu:
Deep classifier: automatically categorizing search results into large-scale hierarchies.
WSDM 2008: 139-148 |
| 178 | EE | Dou Shen,
Toby Walkery,
Zijian Zheng,
Qiang Yang,
Ying Li:
Personal name classification in web queries.
WSDM 2008: 149-158 |
| 177 | EE | Xiao Ling,
Gui-Rong Xue,
Wenyuan Dai,
Yun Jiang,
Qiang Yang,
Yong Yu:
Can chinese web pages be classified with english data source?
WWW 2008: 969-978 |
| 176 | EE | Qiang Yang,
Sinno Jialin Pan,
Vincent Wenchen Zheng:
Estimating Location Using Wi-Fi.
IEEE Intelligent Systems 23(1): 8-13 (2008) |
| 175 | EE | Jie Yin,
Qiang Yang,
Lionel M. Ni:
Learning Adaptive Temporal Radio Maps for Signal-Strength-Based Location Estimation.
IEEE Trans. Mob. Comput. 7(7): 869-883 (2008) |
| 174 | EE | Xindong Wu,
Vipin Kumar,
J. Ross Quinlan,
Joydeep Ghosh,
Qiang Yang,
Hiroshi Motoda,
Geoffrey J. McLachlan,
Angus Ng,
Bing Liu,
Philip S. Yu,
Zhi-Hua Zhou,
Michael Steinbach,
David J. Hand,
Dan Steinberg:
Top 10 algorithms in data mining.
Knowl. Inf. Syst. 14(1): 1-37 (2008) |
| 2007 |
|---|
| 173 | | Zhi-Hua Zhou,
Hang Li,
Qiang Yang:
Advances in Knowledge Discovery and Data Mining, 11th Pacific-Asia Conference, PAKDD 2007, Nanjing, China, May 22-25, 2007, Proceedings
Springer 2007 |
| 172 | | Jeffrey Junfeng Pan,
Qiang Yang,
Sinno Jialin Pan:
Online Co-Localization in Indoor Wireless Networks by Dimension Reduction.
AAAI 2007: 1102-1107 |
| 171 | | Sinno Jialin Pan,
James T. Kwok,
Qiang Yang,
Jeffrey Junfeng Pan:
Adaptive Localization in a Dynamic WiFi Environment through Multi-view Learning.
AAAI 2007: 1108-1113 |
| 170 | | Dou Shen,
Min Qin,
Weizhu Chen,
Qiang Yang,
Zheng Chen:
Mining Web Query Hierarchies from Clickthrough Data.
AAAI 2007: 341-346 |
| 169 | | Wenyuan Dai,
Gui-Rong Xue,
Qiang Yang,
Yong Yu:
Transferring Naive Bayes Classifiers for Text Classification.
AAAI 2007: 540-545 |
| 168 | | Zhi-Hua Zhou,
De-Chuan Zhan,
Qiang Yang:
Semi-Supervised Learning with Very Few Labeled Training Examples.
AAAI 2007: 675-680 |
| 167 | EE | Weizhu Chen,
Jun Yan,
Benyu Zhang,
Zheng Chen,
Qiang Yang:
Document Transformation for Multi-label Feature Selection in Text Categorization.
ICDM 2007: 451-456 |
| 166 | EE | Bin Cao,
Dou Shen,
Jian-Tao Sun,
Qiang Yang,
Zheng Chen:
Feature selection in a kernel space.
ICML 2007: 121-128 |
| 165 | EE | Wenyuan Dai,
Qiang Yang,
Gui-Rong Xue,
Yong Yu:
Boosting for transfer learning.
ICML 2007: 193-200 |
| 164 | EE | Jeffrey Junfeng Pan,
Qiang Yang:
Co-Localization from Labeled and Unlabeled Data Using Graph Laplacian.
IJCAI 2007: 2166-2171 |
| 163 | EE | Bin Cao,
Dou Shen,
Jian-Tao Sun,
Xuanhui Wang,
Qiang Yang,
Zheng Chen:
Detect and Track Latent Factors with Online Nonnegative Matrix Factorization.
IJCAI 2007: 2689-2694 |
| 162 | EE | Dou Shen,
Jian-Tao Sun,
Hua Li,
Qiang Yang,
Zheng Chen:
Document Summarization Using Conditional Random Fields.
IJCAI 2007: 2862-2867 |
| 161 | EE | Rong Pan,
Junhui Zhao,
Vincent Wenchen Zheng,
Jeffrey Junfeng Pan,
Dou Shen,
Sinno Jialin Pan,
Qiang Yang:
Domain-constrained semi-supervised mining of tracking models in sensor networks.
KDD 2007: 1023-1027 |
| 160 | EE | Wenyuan Dai,
Gui-Rong Xue,
Qiang Yang,
Yong Yu:
Co-clustering based classification for out-of-domain documents.
KDD 2007: 210-219 |
| 159 | EE | Niu Ben,
Qiang Yang,
Jinyan Li,
Shiu Chi-keung,
Sankar Pal:
Discovering Patterns of DNA Methylation: Rule Mining with Rough Sets and Decision Trees, and Comethylation Analysis.
PReMI 2007: 389-397 |
| 158 | EE | Xiaochuan Ni,
Gui-Rong Xue,
Xiao Ling,
Yong Yu,
Qiang Yang:
Exploring in the weblog space by detecting informative and affective articles.
WWW 2007: 281-290 |
| 157 | EE | Rong Pan,
Qiang Yang,
Sinno Jialin Pan:
Mining competent case bases for case-based reasoning.
Artif. Intell. 171(16-17): 1039-1068 (2007) |
| 156 | EE | Qiang Yang,
Kangheng Wu,
Yunfei Jiang:
Learning action models from plan examples using weighted MAX-SAT.
Artif. Intell. 171(2-3): 107-143 (2007) |
| 155 | EE | Junfeng Pan,
Qiang Yang,
Yiming Yang,
Lei Li,
Frances Tianyi Li,
George Wenmin Li:
Cost-Sensitive-Data Preprocessing for Mining Customer Relationship Management Databases.
IEEE Intelligent Systems 22(1): 46-51 (2007) |
| 154 | EE | Longbing Cao,
Chengqi Zhang,
Qiang Yang,
David Bell,
Michail Vlachos,
Bahar Taneri,
Eamonn J. Keogh,
Philip S. Yu,
Ning Zhong,
Mafruz Zaman Ashrafi,
David Taniar,
Eugene Dubossarsky,
Warwick Graco:
Domain-Driven, Actionable Knowledge Discovery.
IEEE Intelligent Systems 22(4): 78-88 (2007) |
| 153 | EE | Qiang Yang,
Jie Yin,
Charles X. Ling,
Rong Pan:
Extracting Actionable Knowledge from Decision Trees.
IEEE Trans. Knowl. Data Eng. 19(1): 43-56 (2007) |
| 152 | EE | Xiaoyong Chai,
Qiang Yang:
Reducing the Calibration Effort for Probabilistic Indoor Location Estimation.
IEEE Trans. Mob. Comput. 6(6): 649-662 (2007) |
| 151 | EE | Shuicheng Yan,
Dong Xu,
Benyu Zhang,
HongJiang Zhang,
Qiang Yang,
Stephen Lin:
Graph Embedding and Extensions: A General Framework for Dimensionality Reduction.
IEEE Trans. Pattern Anal. Mach. Intell. 29(1): 40-51 (2007) |
| 150 | EE | Shuicheng Yan,
Dong Xu,
Qiang Yang,
Lei Zhang,
Xiaoou Tang,
HongJiang Zhang:
Multilinear Discriminant Analysis for Face Recognition.
IEEE Transactions on Image Processing 16(1): 212-220 (2007) |
| 149 | EE | Jinyan Li,
Qiang Yang:
Strong Compound-Risk Factors: Efficient Discovery Through Emerging Patterns and Contrast Sets.
IEEE Transactions on Information Technology in Biomedicine 11(5): 544-552 (2007) |
| 148 | EE | Dou Shen,
Qiang Yang,
Zheng Chen:
Noise reduction through summarization for Web-page classification.
Inf. Process. Manage. 43(6): 1735-1747 (2007) |
| 147 | EE | Chunyan Miao,
Qiang Yang,
Haijing Fang,
Angela Goh:
A cognitive approach for agent-based personalized recommendation.
Knowl.-Based Syst. 20(4): 397-405 (2007) |
| 2006 |
|---|
| 146 | | Jinyan Li,
Qiang Yang,
Ah-Hwee Tan:
Data Mining for Biomedical Applications, PAKDD 2006 Workshop, BioDM 2006, Singapore, April 9, 2006, Proceedings
Springer 2006 |
| 145 | | Qiang Yang,
Geoffrey I. Webb:
PRICAI 2006: Trends in Artificial Intelligence, 9th Pacific Rim International Conference on Artificial Intelligence, Guilin, China, August 7-11, 2006, Proceedings
Springer 2006 |
| 144 | | Jeffrey Junfeng Pan,
Qiang Yang,
Hong Chang,
Dit-Yan Yeung:
A Manifold Regularization Approach to Calibration Reduction for Sensor-Network Based Tracking.
AAAI 2006 |
| 143 | EE | Dou Shen,
Jian-Tao Sun,
Qiang Yang,
Zheng Chen:
Text classification improved through multigram models.
CIKM 2006: 672-681 |
| 142 | EE | Dou Shen,
Jian-Tao Sun,
Qiang Yang,
Hui Zhao,
Zheng Chen:
Text Classification Improved through Automatically Extracted Sequences.
ICDE 2006: 121 |
| 141 | EE | Dou Shen,
Jian-Tao Sun,
Qiang Yang,
Zheng Chen:
Latent Friend Mining from Blog Data.
ICDM 2006: 552-561 |
| 140 | EE | Jun Yan,
Ning Liu,
Benyu Zhang,
Qiang Yang,
Shuicheng Yan,
Zheng Chen:
A Novel Scalable Algorithm for Supervised Subspace Learning.
ICDM 2006: 721-730 |
| 139 | EE | Jilin Chen,
Jun Yan,
Benyu Zhang,
Qiang Yang,
Zheng Chen:
Diverse Topic Phrase Extraction through Latent Semantic Analysis.
ICDM 2006: 834-838 |
| 138 | EE | Hua Li,
Dou Shen,
Benyu Zhang,
Zheng Chen,
Qiang Yang:
Adding Semantics to Email Clustering.
ICDM 2006: 938-942 |
| 137 | EE | Dou Shen,
Jian-Tao Sun,
Qiang Yang,
Zheng Chen:
Building bridges for web query classification.
SIGIR 2006: 131-138 |
| 136 | EE | Dou Shen,
Qiang Yang,
Jian-Tao Sun,
Zheng Chen:
Thread detection in dynamic text message streams.
SIGIR 2006: 35-42 |
| 135 | EE | Dou Shen,
Jian-Tao Sun,
Qiang Yang,
Zheng Chen:
A comparison of implicit and explicit links for web page classification.
WWW 2006: 643-650 |
| 134 | EE | Dou Shen,
Rong Pan,
Jian-Tao Sun,
Jeffrey Junfeng Pan,
Kangheng Wu,
Jie Yin,
Qiang Yang:
Query enrichment for web-query classification.
ACM Trans. Inf. Syst. 24(3): 320-352 (2006) |
| 133 | EE | Charles X. Ling,
Qiang Yang:
Discovering Classification from Data of Multiple Sources.
Data Min. Knowl. Discov. 12(2-3): 181-201 (2006) |
| 132 | EE | Gui-Rong Xue,
Yong Yu,
Dou Shen,
Qiang Yang,
Hua-Jun Zeng,
Zheng Chen:
Reinforcing Web-object Categorization Through Interrelationships.
Data Min. Knowl. Discov. 12(2-3): 229-248 (2006) |
| 131 | EE | Jun Yan,
Ning Liu,
Qiang Yang,
Benyu Zhang,
QianSheng Cheng,
Zheng Chen:
Mining Adaptive Ratio Rules from Distributed Data Sources.
Data Min. Knowl. Discov. 12(2-3): 249-273 (2006) |
| 130 | EE | 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. 18(11): 1482-1496 (2006) |
| 129 | EE | Jun Yan,
Benyu Zhang,
Ning Liu,
Shuicheng Yan,
QianSheng Cheng,
Weiguo Fan,
Qiang Yang,
Wensi Xi,
Zheng Chen:
Effective and Efficient Dimensionality Reduction for Large-Scale and Streaming Data Preprocessing.
IEEE Trans. Knowl. Data Eng. 18(2): 320-333 (2006) |
| 128 | EE | Qiang Yang,
Charles X. Ling,
Xiaoyong Chai,
Rong Pan:
Test-Cost Sensitive Classification on Data with Missing Values.
IEEE Trans. Knowl. Data Eng. 18(5): 626-638 (2006) |
| 127 | EE | Yiqiang Chen,
Qiang Yang,
Jie Yin,
Xiaoyong Chai:
Power-Efficient Access-Point Selection for Indoor Location Estimation.
IEEE Trans. Knowl. Data Eng. 18(7): 877-888 (2006) |
| 126 | EE | Charles X. Ling,
Victor S. Sheng,
Qiang Yang:
Test Strategies for Cost-Sensitive Decision Trees.
IEEE Trans. Knowl. Data Eng. 18(8): 1055-1067 (2006) |
| 125 | EE | Jeffrey Junfeng Pan,
James T. Kwok,
Qiang Yang,
Yiqiang Chen:
Multidimensional Vector Regression for Accurate and Low-Cost Location Estimation in Pervasive Computing.
IEEE Trans. Knowl. Data Eng. 18(9): 1181-1193 (2006) |
| 124 | EE | Jun Yan,
Benyu Zhang,
Shuicheng Yan,
Ning Liu,
Qiang Yang,
QianSheng Cheng,
Hua Li,
Zheng Chen,
Wei-Ying Ma:
A scalable supervised algorithm for dimensionality reduction on streaming data.
Inf. Sci. 176(14): 2042-2065 (2006) |
| 123 | EE | Qiang Yang,
Xindong Wu:
10 Challenging Problems in Data Mining Research.
International Journal of Information Technology and Decision Making 5(4): 597-604 (2006) |
| 2005 |
|---|
| 122 | | Rong Pan,
Qiang Yang,
Jeffrey Junfeng Pan,
Lei Li:
Competence Driven Case-Base Mining.
AAAI 2005: 228-233 |
| 121 | | Jie Yin,
Dou Shen,
Qiang Yang,
Ze-Nian Li:
Activity Recognition through Goal-Based Segmentation.
AAAI 2005: 28-34 |
| 120 | | Xiaoyong Chai,
Qiang Yang:
Multiple-Goal Recognition from Low-Level Signals.
AAAI 2005: 3-8 |
| 119 | EE | Chenyong Hu,
Yongji Wang,
Benyu Zhang,
Qiang Yang,
Qing Wang,
Jinhui Zhou,
Ran He,
Yun Yan:
Mining Quantitative Associations in Large Database.
APWeb 2005: 405-416 |
| 118 | EE | Jun Yan,
QianSheng Cheng,
Qiang Yang,
Benyu Zhang:
An Incremental Subspace Learning Algorithm to Categorize Large Scale Text Data.
APWeb 2005: 52-63 |
| 117 | EE | Yiming Yang,
Qiang Yang,
Wei Lu,
Sinno Jialin Pan,
Rong Pan,
Chenhui Lu,
Lei Li,
Zhenxing Qin:
Preprocessing Time Series Data for Classification with Application to CRM.
Australian Conference on Artificial Intelligence 2005: 133-142 |
| 116 | EE | Shuicheng Yan,
Dong Xu,
Qiang Yang,
Lei Zhang,
Xiaoou Tang,
HongJiang Zhang:
Discriminant Analysis with Tensor Representation.
CVPR (1) 2005: 526-532 |
| 115 | EE | Shengli Sheng,
Charles X. Ling,
Qiang Yang:
Simple Test Strategies for Cost-Sensitive Decision Trees.
ECML 2005: 365-376 |
| 114 | | Qiang Yang,
Kangheng Wu,
Yunfei Jiang:
Learning Actions Models from Plan Examples with Incomplete Knowledge.
ICAPS 2005: 241-250 |
| 113 | EE | Lionel M. Ni,
Yanmin Zhu,
Jian Ma,
Minglu Li,
Qiong Luo,
Yunhao Liu,
S. C. Cheung,
Qiang Yang:
Semantic Sensor Net: An Extensible Framework.
ICCNMC 2005: 1144-1153 |
| 112 | EE | Jie Yin,
Qiang Yang:
Integrating Hidden Markov Models and Spectral Analysis for Sensory Time Series Clustering.
ICDM 2005: 506-513 |
| 111 | EE | Dong Zhuang,
Benyu Zhang,
Qiang Yang,
Jun Yan,
Zheng Chen,
Ying Chen:
Efficient Text Classification by Weighted Proximal SVM.
ICDM 2005: 538-545 |
| 110 | EE | Jeffrey Junfeng Pan,
James T. Kwok,
Qiang Yang,
Yiqiang Chen:
Accurate and Low-cost Location Estimation Using Kernels.
IJCAI 2005: 1366-1371 |
| 109 | EE | Yi-Dong Shen,
Qiang Yang:
Deriving a Stationary Dynamic Bayesian Network from a Logic Program with Recursive Loops.
ILP 2005: 330-347 |
| 108 | EE | Jie Yin,
Qiang Yang,
Lionel M. Ni:
Adaptive Temporal Radio Maps for Indoor Location Estimation.
PerCom 2005: 85-94 |
| 107 | EE | Xiaoyong Chai,
Qiang Yang:
Reducing the Calibration Effort for Location Estimation Using Unlabeled Samples.
PerCom 2005: 95-104 |
| 106 | EE | Gui-Rong Xue,
Chenxi Lin,
Qiang Yang,
Wensi Xi,
Hua-Jun Zeng,
Yong Yu,
Zheng Chen:
Scalable collaborative filtering using cluster-based smoothing.
SIGIR 2005: 114-121 |
| 105 | EE | Gui-Rong Xue,
Qiang Yang,
Hua-Jun Zeng,
Yong Yu,
Zheng Chen:
Exploiting the hierarchical structure for link analysis.
SIGIR 2005: 186-193 |
| 104 | EE | Jian-Tao Sun,
Dou Shen,
Hua-Jun Zeng,
Qiang Yang,
Yuchang Lu,
Zheng Chen:
Web-page summarization using clickthrough data.
SIGIR 2005: 194-201 |
| 103 | EE | 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 21(13): 3049-3050 (2005) |
| 102 | EE | Ke Wang,
Senqiang Zhou,
Qiang Yang,
Jack Man Shun Yeung:
Mining Customer Value: From Association Rules to Direct Marketing.
Data Min. Knowl. Discov. 11(1): 57-79 (2005) |
| 101 | EE | Jinyan Li,
Limsoon Wong,
Qiang Yang:
Guest Editors' Introduction: Data Mining in Bioinformatics.
IEEE Intelligent Systems 20(6): 16-18 (2005) |
| 100 | EE | Chengqi Zhang,
Qiang Yang,
Bing Liu:
Guest Editors' Introduction: Special Section on Intelligent Data Preparation.
IEEE Trans. Knowl. Data Eng. 17(9): 1163-1165 (2005) |
| 99 | EE | 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. 2(2): 81-82 (2005) |
| 98 | EE | 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. 2(3): 177-178 (2005) |
| 97 | EE | Chenyong Hu,
Benyu Zhang,
Yongji Wang,
Shuicheng Yan,
Zheng Chen,
Qing Wang,
Qiang Yang:
Learning quantifiable associations via principal sparse non-negative matrix factorization.
Intell. Data Anal. 9(6): 603-620 (2005) |
| 96 | EE | Dou Shen,
Rong Pan,
Jian-Tao Sun,
Jeffrey Junfeng Pan,
Kangheng Wu,
Jie Yin,
Qiang Yang:
Q2C@UST: our winning solution to query classification in KDDCUP 2005.
SIGKDD Explorations 7(2): 100-110 (2005) |
| 2004 |
|---|
| 95 | | Jie Yin,
Xiaoyong Chai,
Qiang Yang:
High-Level Goal Recognition in a Wireless LAN.
AAAI 2004: 578-584 |
| 94 | EE | Ning Liu,
Benyu Zhang,
Jun Yan,
Qiang Yang,
Shuicheng Yan,
Zheng Chen,
Fengshan Bai,
Wei-Ying Ma:
Learning similarity measures in non-orthogonal space.
CIKM 2004: 334-341 |
| 93 | EE | Rong Pan,
Qiang Yang,
Lei Li:
Case Retrieval Using Nonlinear Feature-Space Transformation.
ECCBR 2004: 361-374 |
| 92 | EE | Gui-Rong Xue,
Dou Shen,
Qiang Yang,
Hua-Jun Zeng,
Zheng Chen,
Yong Yu,
Wensi Xi,
Wei-Ying Ma:
IRC: An Iterative Reinforcement Categorization Algorithm for Interrelated Web Objects.
ICDM 2004: 273-280 |
| 91 | EE | Chenyong Hu,
Benyu Zhang,
Shuicheng Yan,
Qiang Yang,
Jun Yan,
Zheng Chen,
Wei-Ying Ma:
Mining Ratio Rules Via Principal Sparse Non-Negative Matrix Factorization.
ICDM 2004: 407-410 |
| 90 | EE | Xiaoyong Chai,
Lin Deng,
Qiang Yang,
Charles X. Ling:
Test-Cost Sensitive Naive Bayes Classification.
ICDM 2004: 51-58 |
| 89 | EE | Yi-Dong Shen,
Zhi-Yong Shen,
Shi-Ming Zhang,
Qiang Yang:
Cluster Cores-Based Clustering for High Dimensional Data.
ICDM 2004: 519-522 |
| 88 | EE | Charles X. Ling,
Qiang Yang,
Jianning Wang,
Shichao Zhang:
Decision trees with minimal costs.
ICML 2004 |
| 87 | EE | Jun Yan,
Benyu Zhang,
Shuicheng Yan,
Qiang Yang,
Hua Li,
Zheng Chen,
Wensi Xi,
Weiguo Fan,
Wei-Ying Ma,
QianSheng Cheng:
IMMC: incremental maximum margin criterion.
KDD 2004: 725-730 |
| 86 | EE | Qiang Yang,
Yiqiang Chen,
Jie Yin,
Xiaoyong Chai:
LEAPS: A Location Estimation and Action Prediction System in a Wireless LAN Environment.
NPC 2004: 584-591 |
| 85 | EE | Qiming Huang,
Qiang Yang,
Joshua Zhexue Huang,
Michael K. Ng:
Mining of Web-Page Visiting Patterns with Continuous-Time Markov Models.
PAKDD 2004: 549-558 |
| 84 | EE | 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: 544-553 |
| 83 | EE | Dou Shen,
Zheng Chen,
Qiang Yang,
Hua-Jun Zeng,
Benyu Zhang,
Yuchang Lu,
Wei-Ying Ma:
Web-page classification through summarization.
SIGIR 2004: 242-249 |
| 82 | EE | 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 20(12): 1948-1954 (2004) |
| 81 | EE | Qiang Yang,
Ian Tian Yi Li,
Ke Wang:
Building Association-Rule Based Sequential Classifiers for Web-Document Prediction.
Data Min. Knowl. Discov. 8(3): 253-273 (2004) |
| 80 | EE | Shichao Zhang,
Chengqi Zhang,
Qiang Yang:
Guest Editors' Introduction: Information Enhancement for Data Mining.
IEEE Intelligent Systems 19(2): 12-13 (2004) |
| 79 | EE | Qiang Yang,
Craig A. Knoblock,
Xindong Wu:
Guest Editors' Introduction: Mining Actionable Knowledge on the Web.
IEEE Intelligent Systems 19(6): 30-31 (2004) |
| 78 | EE | Yan Fu,
Ruixiang Sun,
Qiang Yang,
Simin He,
Chunli Wang,
Haipeng Wang,
Shiguang Shan,
Junfa Liu,
Wen Gao:
A block-based support vector machine approach to the protein homology prediction task in KDD Cup 2004.
SIGKDD Explorations 6(2): 120-124 (2004) |
| 2003 |
|---|
| 77 | | Qiang Yang,
Hong Cheng:
Planning for Marketing Campaigns.
ICAPS 2003: 174-184 |
| 76 | EE | Qiang Yang,
Hong Cheng:
Case Mining from Large Databases.
ICCBR 2003: 691-702 |
| 75 | EE | Ke Wang,
Senqiang Zhou,
Jack Man Shun Yeung,
Qiang Yang:
Mining Customer Value: From Association Rules to Direct Marketing.
ICDE 2003: 738-740 |
| 74 | EE | Raymond Chan,
Qiang Yang,
Yi-Dong Shen:
Mining High Utility Itemsets.
ICDM 2003: 19-26 |
| 73 | EE | Qiang Yang,
Hong Cheng:
Mining Plans for Customer-Class Transformation.
ICDM 2003: 403-410 |
| 72 | EE | Qiang Yang,
Jie Yin,
Charles X. Ling,
Tielin Chen:
Postprocessing Decision Trees to Extract Actionable Knowledge.
ICDM 2003: 685-688 |
| 71 | EE | Yi-Dong Shen,
Qiang Yang,
Zhong Zhang,
Hongjun Lu:
Mining the Customer's Up-To-Moment Preferences for E-commerce Recommendation.
PAKDD 2003: 166-177 |
| 70 | EE | Yi-Dong Shen,
Jia-Huai You,
Li-Yan Yuan,
Samuel S. P. Shen,
Qiang Yang:
A dynamic approach to characterizing termination of general logic programs.
ACM Trans. Comput. Log. 4(4): 417-430 (2003) |
| 69 | EE | Shichao Zhang,
Chengqi Zhang,
Qiang Yang:
Data Preparation for Data Mining.
Applied Artificial Intelligence 17(5-6): 375-381 (2003) |
| 68 | EE | Qiang Yang,
Tianyiian Li,
Ke Wang:
Web-Log Cleaning for Constructing Sequential Classifiers.
Applied Artificial Intelligence 17(5-6): 431-441 (2003) |
| 67 | EE | Qiang Yang,
Henry Haining Zhang:
Web-Log Mining for Predictive Web Caching.
IEEE Trans. Knowl. Data Eng. 15(4): 1050-1053 (2003) |
| 66 | | Qiang Yang,
Yong Wang,
Zhong Zhang:
SANet: a service-agent network for call-center scheduling.
IEEE Transactions on Systems, Man, and Cybernetics, Part A 33(3): 396-406 (2003) |
| 65 | | Qiang Yang,
Joshua Zhexue Huang,
Michael K. Ng:
A Data Cube Model for Prediction-Based Web Prefetching.
J. Intell. Inf. Syst. 20(1): 1-30 (2003) |
| 2002 |
|---|
| 64 | EE | Peng Han,
Ruimin Shen,
Fan Yang,
Qiang Yang:
The Application of Case Based Reasoning on Q&A System.
Australian Joint Conference on Artificial Intelligence 2002: 704-713 |
| 63 | EE | Wenwu Lou,
Guimei Liu,
Hongjun Lu,
Qiang Yang:
Cut-and-Pick Transactions for Proxy Log Mining.
EDBT 2002: 88-105 |
| 62 | | Chunyan Miao,
Haijing Fang,
Xuehong Tao,
Qiang Yang,
Robert K. L. Gay:
An Agent Approach for Personalized Recommendation.
FSKD 2002: 231-235 |
| 61 | EE | Yi-Dong Shen,
Zhong Zhang,
Qiang Yang:
Objective-Oriented Utility-Based Association Mining.
ICDM 2002: 426-433 |
| 60 | EE | Qiang Yang,
Hong Cheng:
Mining Case Bases for Action Recommendation.
ICDM 2002: 522-529 |
| 59 | EE | Charles X. Ling,
Tielin Chen,
Qiang Yang,
Jie Cheng:
Mining Optimal Actions for Profitable CRM.
ICDM 2002: 767-770 |
| 58 | EE | Ruimin Shen,
Peng Han,
Fan Yang,
Qiang Yang,
Joshua Zhexue Huang:
An Open Framework for Smart and Personalized Distance Learning.
ICWL 2002: 19-30 |
| 57 | EE | Chunyan Miao,
Qiang Yang,
Haijing Fang,
Angela Goh:
Fuzzy Cognitive Agents for Personalized Recommendation.
WISE 2002: 362-372 |
| 56 | EE | Yi-Dong Shen,
Jia-Huai You,
Li-Yan Yuan,
Samuel S. P. Shen,
Qiang Yang:
A Dynamic Approach to Characterizing Termination of General Logic Programs
CoRR cs.LO/0204031: (2002) |
| 55 | EE | Qiang Yang,
Hui Wang,
Wei Zhang:
Web-log Mining for Quantitative Temporal-Event Prediction.
IEEE Computational Intelligence Bulletin 1(1): 10-18 (2002) |
| 54 | EE | Zhong Su,
Qiang Yang,
HongJiang Zhang,
Xiaowei Xu,
Yu Hen Hu,
Shaoping Ma:
Correlation-Based Web Document Clustering for Adaptive Web Interface Design.
Knowl. Inf. Syst. 4(2): 151-167 (2002) |
| 2001 |
|---|
| 53 | | Qiang Yang,
Zhen Zhang:
Model Based Predictive Prefetching.
DEXA Workshop 2001: 291-295 |
| 52 | EE | Zhong Su,
Qiang Yang,
HongJiang Zhang,
Xiaowei Xu,
Yuhen Hu:
Correlation-based Document Clustering using Web Logs.
HICSS 2001 |
| 51 | EE | Qiang Yang,
Henry Haining Zhang,
Hui Zhang:
Taylor Series Prediction: A Cache Replacement Policy based on Second-Order Trend Analysis.
HICSS 2001 |
| 50 | EE | Qiang Yang,
Ian Tian Yi Li,
Henry Haining Zhang:
Mining High-Quality Cases for Hypertext Prediction and Prefetching.
ICCBR 2001: 744-756 |
| 49 | EE | Qiang Yang,
Henry Haining Zhang,
Ian Tian Yi Li:
Mining web logs for prediction models in WWW caching and prefetching.
KDD 2001: 473-478 |
| 48 | EE | Ian Tian Yi Li,
Qiang Yang,
Ke Wang:
Classification Pruning for Web-request Prediction.
WWW Posters 2001 |
| 47 | EE | Qiang Yang,
Henry Haining Zhang,
Ian Tian Yi Li,
Ye Lu:
Mining Web Logs to Improve Web Caching and Prefetching.
Web Intelligence 2001: 483-492 |
| 46 | | Qiang Yang,
Jing Wu:
Enhancing the Effectiveness of Interactive Case-Based Reasoning with Clustering and Decision Forests.
Appl. Intell. 14(1): 49-64 (2001) |
| 45 | | David B. Leake,
Barry Smyth,
David C. Wilson,
Qiang Yang:
Introduction to the Special Issue on Maintaining Case-Based Reasoning Systems.
Computational Intelligence 17(2): 193-195 (2001) |
| 44 | EE | Kirsti Racine,
Qiang Yang:
Redundancy Detection in Semistructured Case Bases.
IEEE Trans. Knowl. Data Eng. 13(3): 513-518 (2001) |
| 43 | | Zhong Zhang,
Qiang Yang:
Feature Weight Maintenance in Case Bases Using Introspective Learning.
J. Intell. Inf. Syst. 16(2): 95-116 (2001) |
| 42 | EE | Sheng Li,
Qiang Yang:
ActiveCBR: An Agent System That Integrates Case-Based Reasoning and Active Databases.
Knowl. Inf. Syst. 3(2): 225-251 (2001) |
| 41 | | Qiang Yang,
Henry Haining Zhang:
Integrating Web Prefetching Using Prediction Models.
World Wide Web 4(4): 299-321 (2001) |
| 2000 |
|---|
| 40 | EE | Zhong Su,
Qiang Yang,
HongJiang Zhang:
A prediction system for multimedia pre-fetching in Internet.
ACM Multimedia 2000: 3-11 |
| 39 | EE | Ye Lu,
Chunhui Hu,
Xingquan Zhu,
HongJiang Zhang,
Qiang Yang:
A unified framework for semantics and feature based relevance feedback in image retrieval systems.
ACM Multimedia 2000: 31-37 |
| 38 | EE | Qiang Yang,
Jing Wu:
Keep It Simple: A Case-Base Maintenance Policy Based on Clustering and Information Theory.
Canadian Conference on AI 2000: 102-114 |
| 37 | EE | Sheng Li,
Qiang Yang:
Activating Case-Based Reasoning with Active Databases.
EWCBR 2000: 3-14 |
| 36 | | Qiang Yang,
Hai-Feng Wang,
Ji-Rong Wen,
Gao Zhang,
Ye Lu,
Kai-Fu Lee,
HongJiang Zhang:
Towards a Next-Generation Search Engine.
PRICAI 2000: 5-15 |
| 1999 |
|---|
| 35 | EE | Jiawei Han,
Qiang Yang,
Edward Kim:
Plan Mining by Divide-and-Conquer.
1999 ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery 1999 |
| 34 | EE | Sandra C. Hayden,
Christina Carrick,
Qiang Yang:
A Catalog of Agent Coordination Patterns.
Agents 1999: 412-413 |
| 33 | | Yong Wang,
Qiang Yang,
Zhong Zhang:
Real-Time Scheduling for Multi-agent Call Center Automation.
ECP 1999: 187-199 |
| 32 | EE | Irène Abi-Zeid,
Qiang Yang,
Luc Lamontagne:
Is CBR Applicable to the Coordination of Search and Rescue Operations? A Feasibility Study.
ICCBR 1999: 358-371 |
| 31 | EE | Christina Carrick,
Qiang Yang:
Activating CBR Systems Through Autonomous Information Gathering.
ICCBR 1999: 74-88 |
| 30 | | Zhong Zhang,
Qiang Yang:
Dynamic Refinement of Feature Weights Using Quantitative Introspective Learning.
IJCAI 1999: 228-233 |
| 29 | | Jun Zhu,
Qiang Yang:
Remembering to Add: Competence-preserving Case-Addition Policies for Case Base Maintenance.
IJCAI 1999: 234-241 |
| 1998 |
|---|
| 28 | EE | Qiang Yang,
Irène Abi-Zeid,
Luc Lamontagne:
An Agent for Intelligent Situation Assessment.
AIMSA 1998: 466-474 |
| 27 | EE | Zhong Zhang,
Qiang Yang:
Towards Lifetime Maintenance of Case Based Indexes for Continual Case Based Reasoning.
AIMSA 1998: 489-500 |
| 26 | | Steven G. Woods,
Qiang Yang:
Program Understanding as Constraint Satisfaction: Representation and Reasoning Techniques.
Autom. Softw. Eng. 5(2): 147-181 (1998) |
| 25 | | Alex Quilici,
Qiang Yang,
Steven Woods:
Applying Plan Recognition Algorithms To Program Understanding.
Autom. Softw. Eng. 5(3): 347-372 (1998) |
| 1997 |
|---|
| 24 | | Kirsti Racine,
Qiang Yang:
Maintaining Unstructured Case Base.
ICCBR 1997: 553-564 |
| 23 | EE | Eugene Fink,
Qiang Yang:
Automatically Selecting and Using Primary Effects in Planning: Theory and Experiments.
Artif. Intell. 89(1-2): 285-315 (1997) |
| 1996 |
|---|
| 22 | EE | Steven G. Woods,
Qiang Yang:
The Program Understanding Problem: Analysis and a Heuristic Approach.
ICSE 1996: 6-15 |
| 21 | | Qiang Yang,
Josh D. Tenenberg,
Steven G. Woods:
On the Implenentation and Evaluation of ABTWEAK.
Computational Intelligence 12: 307-330 (1996) |
| 1995 |
|---|
| 20 | | Eugene Fink,
Qiang Yang:
Planning with Primary Effects: Experiments and Analysis.
IJCAI 1995: 1606-1611 |
| 19 | EE | Subbarao Kambhampati,
Craig A. Knoblock,
Qiang Yang:
Planning as Refinement Search: A Unified Framework for Evaluating Design Tradeoffs in Partial-Order Planning.
Artif. Intell. 76(1-2): 167-238 (1995) |
| 18 | | Craig A. Knoblock,
Qiang Yang:
Relating the Performance of Partial-Order Planning Algorithms to Domain Features.
SIGART Bulletin 6(1): 8-15 (1995) |
| 1994 |
|---|
| 17 | | Qiang Yang,
Alex Y. M. Chan:
Delaying Variable Binding Commitments in Planning.
AIPS 1994: 182-187 |
| 16 | | Qiang Yang,
Shuo Bai,
Guiyou Qiu:
A Framework for Automatic Problem Decomposition in Planning.
AIPS 1994: 347-352 |
| 15 | | Fahiem Bacchus,
Qiang Yang:
Downward Refinement and the Efficiency of Hierarchical Problem Solving.
Artif. Intell. 71(1): 43-100 (1994) |
| 14 | | Qiang Yang,
Cheryl Murray:
An Evaluation of the Temporal Coherence Heuristic in Partial-Order Planning.
Computational Intelligence 10: 245-268 (1994) |
| 1993 |
|---|
| 13 | | Eugene Fink,
Qiang Yang:
Characterizing and Automatically Finding Primary Effects in Planning.
IJCAI 1993: 1374-1379 |
| 1992 |
|---|
| 12 | | Fahiem Bacchus,
Qiang Yang:
The Expected Value of Hierarchical Problem-Solving.
AAAI 1992: 369-374 |
| 11 | | Raghu Karinthi,
Dana S. Nau,
Qiang Yang:
Handling feature interactions in process-planning.
Applied Artificial Intelligence 6(4): 389-415 (1992) |
| 10 | | David E. Foulser,
Ming Li,
Qiang Yang:
Theory and Algorithms for Plan Merging.
Artif. Intell. 57(2-3): 143-181 (1992) |
| 9 | | Qiang Yang:
A Theory of Conflict Resolution in Planning.
Artif. Intell. 58(1-3): 361-392 (1992) |
| 8 | | Qiang Yang,
Dana S. Nau,
James A. Hendler:
Merging Separately Generated Plans with Restricted Interactions.
Computational Intelligence 8: 648-676 (1992) |
| 1991 |
|---|
| 7 | | David E. Foulser,
Ming Li,
Qiang Yang:
A Quantitative Theory for Plan Merging.
AAAI 1991: 673-678 |
| 6 | | Craig A. Knoblock,
Josh D. Tenenberg,
Qiang Yang:
Characterizing Abstraction Hierarchies for Planning.
AAAI 1991: 692-697 |
| 5 | | Fahiem Bacchus,
Qiang Yang:
The Downward Refinement Property.
IJCAI 1991: 286-293 |
| 1990 |
|---|
| 4 | | Qiang Yang,
Josh D. Tenenberg:
ABTWEAK: Abstracting a Nonlinear, Least Commitment Planner.
AAAI 1990: 204-209 |
| 3 | | Qiang Yang:
An Algebraic Approach to Conflict Resolution in Planning.
AAAI 1990: 40-45 |
| 2 | | Qiang Yang:
Formalizing planning knowledge for hierarchical planning.
Computational Intelligence 6: 12-24 (1990) |
| 1989 |
|---|
| 1 | | Qiang Yang,
Dana S. Nau:
Preprocessing Search Spaces for Branch and Bound Search.
IJCAI 1989: 349-353 |
