Hong Kong University of Science and Technology
List of publications from the DBLP Bibliography Server - FAQother persons with the same name:
| 2013 | ||
|---|---|---|
| j120 | Weike Pan, Qiang Yang: Transfer learning in heterogeneous collaborative filtering domains. Artif. Intell. 197: 39-55 (2013) | |
| c219 | ||
| 2012 | ||
| j119 | Vincent Wenchen Zheng, Yu Zheng, Xing Xie, Qiang Yang: Towards mobile intelligence: Learning from GPS history data for collaborative recommendation. Artif. Intell. 184-185: 17-37 (2012) | |
| j118 | Qian Xu, Evan Wei Xiang, Qiang Yang, Jiachun Du, Jieping Zhong: SMS Spam Detection Using Noncontent Features. IEEE Intelligent Systems 27(6): 44-51 (2012) | |
| j117 | Marcel Worring, Paul Sajda, Simone Santini, David A. Shamma, Alan F. Smeaton, Qiang Yang: Where Is the User in Multimedia Retrieval? IEEE MultiMedia 19(4): 6-10 (2012) | |
| j116 | Kuang-Dai Leng, Qiang Yang: Fabric Tensor Characterization of Tensor-Valued Directional Data: Solution, Accuracy, and Symmetrization. J. Applied Mathematics 2012 (2012) | |
| j115 | ||
| j114 | Zhao Zheng, Tianqi Chen, Nathan Nan Liu, Qiang Yang, Yong Yu: Rating Prediction with Informative Ensemble of Multi-Resolution Dynamic Models. Journal of Machine Learning Research - Proceedings Track 18: 75-97 (2012) | |
| j113 | Jeffrey Junfeng Pan, Sinno Jialin Pan, Jie Yin, Lionel M. Ni, Qiang Yang: Tracking Mobile Users in Wireless Networks via Semi-Supervised Colocalization. IEEE Trans. Pattern Anal. Mach. Intell. 34(3): 587-600 (2012) | |
| j112 | Masashi Sugiyama, Qiang Yang: Introduction to the Special Section on the 2nd Asia Conference on Machine Learning (ACML 2010). ACM TIST 3(2): 27 (2012) | |
| p2 | Weike Pan, ErHeng Zhong, Qiang Yang: Transfer Learning for Text Mining. Mining Text Data 2012: 223-257 | |
| c218 | Mingsheng Long, Jianmin Wang, Guiguang Ding, Dou Shen, Qiang Yang: Transfer Learning with Graph Co-Regularization. AAAI 2012 | |
| c217 | Weike Pan, Evan Wei Xiang, Qiang Yang: Transfer Learning in Collaborative Filtering with Uncertain Ratings. AAAI 2012 | |
| c216 | Hengjie Song, Ruoxue Liao, Xiangliang Zhang, Chunyan Miao, Qiang Yang: A Mouse-Trajectory Based Model for Predicting Query-URL Relevance. AAAI 2012 | |
| c215 | Yin Zhu, Xiao Wang, ErHeng Zhong, Nathan Nan Liu, He Li, Qiang Yang: Discovering Spammers in Social Networks. AAAI 2012 | |
| c214 | Fangtao Li, Sinno Jialin Pan, Ou Jin, Qiang Yang, Xiaoyan Zhu: Cross-Domain Co-Extraction of Sentiment and Topic Lexicons. ACL (1) 2012: 410-419 | |
| c213 | Meng Jiang, Peng Cui, Rui Liu, Qiang Yang, Fei Wang, Wenwu Zhu, Shiqiang Yang: Social contextual recommendation. CIKM 2012: 45-54 | |
| c212 | Meng Jiang, Peng Cui, Fei Wang, Qiang Yang, Wenwu Zhu, Shiqiang Yang: Social recommendation across multiple relational domains. CIKM 2012: 1422-1431 | |
| c211 | Yiqiang Chen, Zhenyu Chen, Junfa Liu, Derek Hao Hu, Qiang Yang: Surrounding context and episode awareness using dynamic Bluetooth data. UbiComp 2012: 629-630 | |
| c210 | ||
| c209 | Tengfei Bao, Huanhuan Cao, Qiang Yang, Enhong Chen, Jilei Tian: Mining Significant Places from Cell ID Trajectories: A Geo-grid Based Approach. MDM 2012: 288-293 | |
| c208 | Tengfei Bao, Huanhuan Cao, Qiang Yang, Enhong Chen, Jilei Tian: A Demonstration of Mining Significant Places from Cell ID Trajectories through a Geo-grid Based Approach. MDM 2012: 328-331 | |
| c207 | Hankz Hankui Zhuo, Qiang Yang, Subbarao Kambhampati: Action-Model Based Multi-agent Plan Recognition. NIPS 2012: 377-385 | |
| c206 | Fangwei Hu, Tianqi Chen, Nathan Nan Liu, Qiang Yang, Yong Yu: Discriminative Factor Alignment across Heterogeneous Feature Space. ECML/PKDD (2) 2012: 757-772 | |
| c205 | ErHeng Zhong, Wei Fan, Qiang Yang: Contextual Collaborative Filtering via Hierarchical Matrix Factorization. SDM 2012: 744-755 | |
| c204 | Shu Rong, Xing Niu, Evan Wei Xiang, Haofen Wang, Qiang Yang, Yong Yu: A Machine Learning Approach for Instance Matching Based on Similarity Metrics. International Semantic Web Conference (1) 2012: 460-475 | |
| c203 | Weizhu Chen, Dong Wang, Yuchen Zhang, Zheng Chen, Adish Singla, Qiang Yang: A noise-aware click model for web search. WSDM 2012: 313-322 | |
| c202 | Si Shen, Botao Hu, Weizhu Chen, Qiang Yang: Personalized click model through collaborative filtering. WSDM 2012: 323-332 | |
| c201 | Danqi Chen, Weizhu Chen, Haixun Wang, Zheng Chen, Qiang Yang: Beyond ten blue links: enabling user click modeling in federated web search. WSDM 2012: 463-472 | |
| c200 | Haiping Ma, Huanhuan Cao, Qiang Yang, Enhong Chen, Jilei Tian: A habit mining approach for discovering similar mobile users. WWW 2012: 231-240 | |
| e8 | Qiang Yang, Deepak Agarwal, Jian Pei (Eds.): The 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD '12, Beijing, China, August 12-16, 2012. ACM 2012, isbn 978-1-4503-1462-6 | |
| i5 | Yin Zhu, Yu Zheng, Liuhang Zhang, Darshan Santani, Xing Xie, Qiang Yang: Inferring Taxi Status Using GPS Trajectories. CoRR abs/1205.4378 (2012) | |
| i4 | Zhongqi Lu, ErHeng Zhong, Lili Zhao, Evan Wei Xiang, Weike Pan, Qiang Yang: Selective Transfer Learning for Cross Domain Recommendation. CoRR abs/1210.7056 (2012) | |
| 2011 | ||
| j111 | Qiang Yang, Vincent Wenchen Zheng, Bin Li, Hankz Hankui Zhuo: Transfer Learning by Reusing Structured Knowledge. AI Magazine 32(2): 95-106 (2011) | |
| j110 | Can Yang, Xiaowei Zhou, Xiang Wan, Qiang Yang, Hong Xue, Weichuan Yu: Identifying disease-associated SNP clusters via contiguous outlier detection. Bioinformatics 27(18): 2578-2585 (2011) | |
| j109 | Can Yang, Xiang Wan, Qiang Yang, Hong Xue, Nelson L. S. Tang, Weichuan Yu: A hidden two-locus disease association pattern in genome-wide association studies. BMC Bioinformatics 12: 156 (2011) | |
| j108 | Can Yang, Xiang Wan, Zengyou He, Qiang Yang, Hong Xue, Weichuan Yu: The choice of null distributions for detecting gene-gene interactions in genome-wide association studies. BMC Bioinformatics 12(S-1): S26 (2011) | |
| j107 | Bin Cao, Qiang Yang, Jian-Tao Sun, Zheng Chen: Learning bidirectional asymmetric similarity for collaborative filtering via matrix factorization. Data Min. Knowl. Discov. 22(3): 393-418 (2011) | |
| j106 | Kuang-Dai Leng, Qiang Yang: Generalized Hamilton's Principle for Inelastic Bodies Within Non-Equilibrium Thermodynamics. Entropy 13(11): 1904-1915 (2011) | |
| j105 | ||
| j104 | ||
| j103 | Jian Pei, Joao Gama, Qiang Yang, Ronghuai Huang, Xue Li: Best papers from the Fifth International Conference on Advanced Data Mining and Applications (ADMA 2009). Knowl. Inf. Syst. 27(2): 163-164 (2011) | |
| j102 | Derek Hao Hu, Vincent Wenchen Zheng, Qiang Yang: Cross-domain activity recognition via transfer learning. Pervasive and Mobile Computing 7(3): 344-358 (2011) | |
| j101 | ||
| j100 | Qian Xu, Sinno Jialin Pan, Hannah Hong Xue, Qiang Yang: Multitask Learning for Protein Subcellular Location Prediction. IEEE/ACM Trans. Comput. Biology Bioinform. 8(3): 748-759 (2011) | |
| j99 | Daqing Zhang, Matthai Philipose, Qiang Yang: Introduction to the special issue on intelligent systems for activity recognition. ACM TIST 2(1): 1 (2011) | |
| j98 | Carla P. Gomes, Qiang Yang: Introduction to special issue on computational sustainability. ACM TIST 2(4): 31 (2011) | |
| j97 | Jun Yan, Ning Liu, Shuicheng Yan, Qiang Yang, Weiguo Fan, Wei Wei, Zheng Chen: Trace-Oriented Feature Analysis for Large-Scale Text Data Dimension Reduction. IEEE Trans. Knowl. Data Eng. 23(7): 1103-1117 (2011) | |
| j96 | Sinno Jialin Pan, Ivor W. Tsang, James T. Kwok, Qiang Yang: Domain Adaptation via Transfer Component Analysis. IEEE Transactions on Neural Networks 22(2): 199-210 (2011) | |
| j95 | Hui Xue, Songcan Chen, Qiang Yang: Structural Regularized Support Vector Machine: A Framework for Structural Large Margin Classifier. IEEE Transactions on Neural Networks 22(4): 573-587 (2011) | |
| p1 | Yin Zhu, Vincent Wenchen Zheng, Qiang Yang: Activity Recognition from Trajectory Data. Computing with Spatial Trajectories 2011: 179-212 | |
| c199 | Weizhu Chen, Zhanglong Ji, Si Shen, Qiang Yang: A Whole Page Click Model to Better Interpret Search Engine Click Data. AAAI 2011 | |
| c198 | Luheng He, Nathan Nan Liu, Qiang Yang: Active Dual Collaborative Filtering with Both Item and Attribute Feedback. AAAI 2011 | |
| c197 | ||
| c196 | Yin Zhu, Yuqiang Chen, Zhongqi Lu, Sinno Jialin Pan, Gui-Rong Xue, Yong Yu, Qiang Yang: Heterogeneous Transfer Learning for Image Classification. AAAI 2011 | |
| c195 | Hankz Hankui Zhuo, Qiang Yang, Rong Pan, Lei Li: Cross-Domain Action-Model Acquisition for Planning via Web Search. ICAPS 2011 | |
| c194 | Hankz Hankui Zhuo, Hector Muñoz-Avila, Qiang Yang: Learning action models for multi-agent planning. AAMAS 2011: 217-224 | |
| c193 | Ou Jin, Nathan Nan Liu, Kai Zhao, Yong Yu, Qiang Yang: Transferring topical knowledge from auxiliary long texts for short text clustering. CIKM 2011: 775-784 | |
| c192 | Danqi Chen, Weizhu Chen, Qiang Yang: Characterizing Inverse Time Dependency in Multi-class Learning. ICDM 2011: 1020-1025 | |
| c191 | Bin Cao, Xiaochuan Ni, Jian-Tao Sun, Gang Wang, Qiang Yang: Distance Metric Learning under Covariate Shift. IJCAI 2011: 1204-1210 | |
| c190 | Fangtao Li, Nathan Nan Liu, Hongwei Jin, Kai Zhao, Qiang Yang, Xiaoyan Zhu: Incorporating Reviewer and Product Information for Review Rating Prediction. IJCAI 2011: 1820-1825 | |
| c189 | Derek Hao Hu, Qiang Yang: Transfer Learning for Activity Recognition via Sensor Mapping. IJCAI 2011: 1962-1967 | |
| c188 | Vincent Wenchen Zheng, Qiang Yang: User-Dependent Aspect Model for Collaborative Activity Recognition. IJCAI 2011: 2085-2090 | |
| c187 | Weike Pan, Nathan Nan Liu, Evan Wei Xiang, Qiang Yang: Transfer Learning to Predict Missing Ratings via Heterogeneous User Feedbacks. IJCAI 2011: 2318-2323 | |
| c186 | Evan Wei Xiang, Sinno Jialin Pan, Weike Pan, Jian Su, Qiang Yang: Source-Selection-Free Transfer Learning. IJCAI 2011: 2355-2360 | |
| c185 | Yan Fu, Rong Pan, Qiang Yang, Wen Gao: Query-Adaptive Ranking with Support Vector Machines for Protein Homology Prediction. ISBRA 2011: 320-331 | |
| c184 | Yuchen Zhang, Weizhu Chen, Dong Wang, Qiang Yang: User-click modeling for understanding and predicting search-behavior. KDD 2011: 1388-1396 | |
| c183 | Bin Li, Daqing Zhang, Lin Sun, Chao Chen, Shijian Li, Guande Qi, Qiang Yang: Hunting or waiting? Discovering passenger-finding strategies from a large-scale real-world taxi dataset. PerCom Workshops 2011: 63-68 | |
| c182 | Nathan Nan Liu, Xiangrui Meng, Chao Liu, Qiang Yang: Wisdom of the better few: cold start recommendation via representative based rating elicitation. RecSys 2011: 37-44 | |
| c181 | Botao Hu, Yuchen Zhang, Weizhu Chen, Gang Wang, Qiang Yang: Characterizing search intent diversity into click models. WWW 2011: 17-26 | |
| 2010 | ||
| j94 | Hankz Hankui Zhuo, Qiang Yang, Derek Hao Hu, Lei Li: Learning complex action models with quantifiers and logical implications. Artif. Intell. 174(18): 1540-1569 (2010) | |
| j93 | Xiang Wan, Can Yang, Qiang Yang, Hong Xue, Nelson L. S. Tang, Weichuan Yu: Predictive rule inference for epistatic interaction detection in genome-wide association studies. Bioinformatics 26(1): 30-37 (2010) | |
| j92 | Xiang Wan, Can Yang, Qiang Yang, Hong Xue, Nelson L. S. Tang, Weichuan Yu: Detecting two-locus associations allowing for interactions in genome-wide association studies. Bioinformatics 26(20): 2517-2525 (2010) | |
| j91 | Can Yang, Xiang Wan, Qiang Yang, Hong Xue, Weichuan Yu: Identifying main effects and epistatic interactions from large-scale SNP data via adaptive group Lasso. BMC Bioinformatics 11(S-1): 18 (2010) | |
| j90 | Qi Liu, Qian Xu, Vincent Wenchen Zheng, Hong Xue, Zhi-Wei Cao, Qiang Yang: Multi-task learning for cross-platform siRNA efficacy prediction: an in-silico study. BMC Bioinformatics 11: 181 (2010) | |
| j89 | Qi Liu, Juan Cui, Qiang Yang, Ying Xu: In-silico prediction of blood-secretory human proteins using a ranking algorithm. BMC Bioinformatics 11: 250 (2010) | |
| j88 | Wen Gao, YongHong Tian, Tiejun Huang, Qiang Yang: Vlogging: A survey of videoblogging technology on the web. ACM Comput. Surv. 42(4) (2010) | |
| j87 | Shichao Zhang, Qingfeng Chen, Qiang Yang: Acquiring knowledge from inconsistent data sources through weighting. Data Knowl. Eng. 69(8): 779-799 (2010) | |
| j86 | Flora S. Tsai, Minoru Etoh, Xing Xie, Wang-Chien Lee, Qiang Yang: Introduction to Mobile Information Retrieval. IEEE Intelligent Systems 25(1): 11-15 (2010) | |
| j85 | Qiang Yang, Zhi-Hua Zhou, Wenji Mao, Wei Li, Nathan Nan Liu: Social Learning. IEEE Intelligent Systems 25(4): 9-11 (2010) | |
| j84 | Qiang Yang: Three challenges in data mining. Frontiers of Computer Science in China 4(3): 324-333 (2010) | |
| j83 | Masashi Sugiyama, Qiang Yang: Preface. Journal of Machine Learning Research - Proceedings Track 13: i-xiv (2010) | |
| j82 | ||
| j81 | Ke Zhou, Gui-Rong Xue, Qiang Yang, Yong Yu: Learning with Positive and Unlabeled Examples Using Topic-Sensitive PLSA. IEEE Trans. Knowl. Data Eng. 22(1): 46-58 (2010) | |
| j80 | Evan Wei Xiang, Bin Cao, Derek Hao Hu, Qiang Yang: Bridging Domains Using World Wide Knowledge for Transfer Learning. IEEE Trans. Knowl. Data Eng. 22(6): 770-783 (2010) | |
| j79 | Sinno Jialin Pan, Qiang Yang: A Survey on Transfer Learning. IEEE Trans. Knowl. Data Eng. 22(10): 1345-1359 (2010) | |
| c180 | Bin Cao, Sinno Jialin Pan, Yu Zhang, Dit-Yan Yeung, Qiang Yang: Adaptive Transfer Learning. AAAI 2010 | |
| c179 | Bin Cao, Dou Shen, Kuansan Wang, Qiang Yang: Clickthrough Log Analysis by Collaborative Ranking. AAAI 2010 | |
| c178 | Yuqiang Chen, Ou Jin, Gui-Rong Xue, Jia Chen, Qiang Yang: Visual Contextual Advertising: Bringing Textual Advertisements to Images. AAAI 2010 | |
| c177 | Weike Pan, Evan Wei Xiang, Nathan Nan Liu, Qiang Yang: Transfer Learning in Collaborative Filtering for Sparsity Reduction. AAAI 2010 | |
| c176 | Vincent Wenchen Zheng, Bin Cao, Yu Zheng, Xing Xie, Qiang Yang: Collaborative Filtering Meets Mobile Recommendation: A User-Centered Approach. AAAI 2010 | |
| c175 | Qian Xu, Evan Wei Xiang, Qiang Yang: Protein-protein interaction prediction via Collective Matrix Factorization. BIBM 2010: 62-67 | |
| c174 | Li Pu, Boi Faltings, Qiang Yang, Derek Hao Hu: Relational network-service clustering analysis with set evidences. AISec 2010: 35-44 | |
| c173 | Qian Xu, Derek Hao Hu, Hong Xue, Qiang Yang: Predicting chemical activities from structures by attributed molecular graph classification. CIBCB 2010: 1-8 | |
| c172 | Nathan Nan Liu, Evan Wei Xiang, Min Zhao, Qiang Yang: Unifying explicit and implicit feedback for collaborative filtering. CIKM 2010: 1445-1448 | |
| c171 | Huanhuan Cao, Tengfei Bao, Qiang Yang, Enhong Chen, Jilei Tian: An effective approach for mining mobile user habits. CIKM 2010: 1677-1680 | |
| c170 | Bin Cao, Nathan Nan Liu, Qiang Yang: Transfer Learning for Collective Link Prediction in Multiple Heterogenous Domains. ICML 2010: 159-166 | |
| c169 | Hua-Yan Wang, Vincent Wenchen Zheng, Junhui Zhao, Qiang Yang: Indoor localization in multi-floor environments with reduced effort. PerCom 2010: 244-252 | |
| c168 | ErHeng Zhong, Wei Fan, Qiang Yang, Olivier Verscheure, Jiangtao Ren: Cross Validation Framework to Choose amongst Models and Datasets for Transfer Learning. ECML/PKDD (3) 2010: 547-562 | |
| c167 | Nathan Nan Liu, Min Zhao, Evan Wei Xiang, Qiang Yang: Online evolutionary collaborative filtering. RecSys 2010: 95-102 | |
| c166 | Wei Fan, ErHeng Zhong, Jing Peng, Olivier Verscheure, Kun Zhang, Jiangtao Ren, Rong Yan, Qiang Yang: Generalized and Heuristic-Free Feature Construction for Improved Accuracy. SDM 2010: 629-640 | |
| c165 | Xiaoxiao Shi, Qi Liu, Wei Fan, Qiang Yang, Philip S. Yu: Predictive Modeling with Heterogeneous Sources. SDM 2010: 814-825 | |
| c164 | Sinno Jialin Pan, Xiaochuan Ni, Jian-Tao Sun, Qiang Yang, Zheng Chen: Cross-domain sentiment classification via spectral feature alignment. WWW 2010: 751-760 | |
| c163 | Vincent Wenchen Zheng, Yu Zheng, Xing Xie, Qiang Yang: Collaborative location and activity recommendations with GPS history data. WWW 2010: 1029-1038 | |
| e7 | Charles Rich, Qiang Yang, Marc Cavazza, Michelle X. Zhou (Eds.): Proceedings of the 2010 International Conference on Intelligent User Interfaces, February 7-10, 2010, Hong Kong, China. ACM 2010, isbn 978-1-60558-515-4 | |
| e6 | Bharat Rao, Balaji Krishnapuram, Andrew Tomkins, Qiang Yang (Eds.): Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, July 25-28, 2010. ACM 2010, isbn 978-1-4503-0055-1 | |
| i3 | Xiang Wan, Can Yang, Qiang Yang, Hong Xue, Xiaodan Fan, Nelson L. S. Tang, Weichuan Yu: BOOST: A fast approach to detecting gene-gene interactions in genome-wide case-control studies. CoRR abs/1001.5130 (2010) | |
| 2009 | ||
| j78 | Can Yang, Zengyou He, Xiang Wan, Qiang Yang, Hong Xue, Weichuan Yu: SNPHarvester: a filtering-based approach for detecting epistatic interactions in genome-wide association studies. Bioinformatics 25(4): 504-511 (2009) | |
| j77 | Xiang Wan, Can Yang, Qiang Yang, Hong Xue, Nelson L. S. Tang, Weichuan Yu: MegaSNPHunter: a learning approach to detect disease predisposition SNPs and high level interactions in genome wide association study. BMC Bioinformatics 10 (2009) | |
| j76 | Qian Xu, Derek Hao Hu, Hong Xue, Weichuan Yu, Qiang Yang: Semi-supervised protein subcellular localization. BMC Bioinformatics 10(S-1) (2009) | |
| j75 | Lionel M. Ni, Yanmin Zhu, Jian Ma, Qiong Luo, Yunhao Liu, S. C. Cheung, Qiang Yang, Minglu Li, Min-You Wu: Semantic Sensor Net: an extensible framework. IJAHUC 4(3/4): 157-167 (2009) | |
| j74 | Zhi-Hua Zhou, Hang Li, Qiang Yang: Editorial: special issue on selected papers of PAKDD 2007. Knowl. Inf. Syst. 19(2): 131-132 (2009) | |
| j73 | Hui Xue, Songcan Chen, Qiang Yang: Discriminatively regularized least-squares classification. Pattern Recognition 42(1): 93-104 (2009) | |
| j72 | Gui-Rong Xue, Jie Han, Yong Yu, Qiang Yang: User language model for collaborative personalized search. ACM Trans. Inf. Syst. 27(2) (2009) | |
| c162 | Qiang Yang, Yuqiang Chen, Gui-Rong Xue, Wenyuan Dai, Yong Yu: Heterogeneous Transfer Learning for Image Clustering via the SocialWeb. ACL/IJCNLP 2009: 1-9 | |
| c161 | ||
| c160 | Derek Hao Hu, Dou Shen, Jian-Tao Sun, Qiang Yang, Zheng Chen: Context-Aware Online Commercial Intention Detection. ACML 2009: 135-149 | |
| c159 | Nathan Nan Liu, Min Zhao, Qiang Yang: Probabilistic latent preference analysis for collaborative filtering. CIKM 2009: 759-766 | |
| c158 | Bin Cao, Jian-Tao Sun, Evan Wei Xiang, Derek Hao Hu, Qiang Yang, Zheng Chen: PQC: personalized query classification. CIKM 2009: 1217-1226 | |
| c157 | Dou Shen, Jianmin Wu, Bin Cao, Jian-Tao Sun, Qiang Yang, Zheng Chen, Ying Li: Exploiting term relationship to boost text classification. CIKM 2009: 1637-1640 | |
| c156 | Vincent Wenchen Zheng, Yu Zheng, Qiang Yang: Joint learning user's activities and profiles from GPS data. GIS-LBSN 2009: 17-20 | |
| c155 | Vincent Wenchen Zheng, Derek Hao Hu, Qiang Yang: Cross-domain activity recognition. UbiComp 2009: 61-70 | |
| c154 | Hankui Zhuo, Qiang Yang, Lei Li: Constraint-Based Case-Based Planning Using Weighted MAX-SAT. ICCBR 2009: 374-388 | |
| c153 | Evan Wei Xiang, Nathan Nan Liu, Sinno Jialin Pan, Qiang Yang: Knowledge Transfer among Heterogeneous Information Networks. ICDM Workshops 2009: 429-434 | |
| c152 | Jun Yan, Ning Liu, Shuicheng Yan, Qiang Yang, Zheng Chen: Synthesizing Novel Dimension Reduction Algorithms in Matrix Trace Oriented Optimization Framework. ICDM 2009: 598-606 | |
| c151 | Wenyuan Dai, Ou Jin, Gui-Rong Xue, Qiang Yang, Yong Yu: EigenTransfer: a unified framework for transfer learning. ICML 2009: 25 | |
| c150 | Bin Li, Qiang Yang, Xiangyang Xue: Transfer learning for collaborative filtering via a rating-matrix generative model. ICML 2009: 78 | |
| c149 | Qiang Yang: Activity Recognition: Linking Low-level Sensors to High-level Intelligence. IJCAI 2009: 20-25 | |
| c148 | Sinno Jialin Pan, Ivor W. Tsang, James T. Kwok, Qiang Yang: Domain Adaptation via Transfer Component Analysis. IJCAI 2009: 1187-1192 | |
| c147 | Jie Yin, Derek Hao Hu, Qiang Yang: Spatio-Temporal Event Detection Using Dynamic Conditional Random Fields. IJCAI 2009: 1321-1326 | |
| c146 | Derek Hao Hu, Xian-Xing Zhang, Jie Yin, Vincent Wenchen Zheng, Qiang Yang: Abnormal Activity Recognition Based on HDP-HMM Models. IJCAI 2009: 1715-1720 | |
| c145 | Hankz Hankui Zhuo, Derek Hao Hu, Chad Hogg, Qiang Yang, Hector Muñoz-Avila: Learning HTN Method Preconditions and Action Models from Partial Observations. IJCAI 2009: 1804-1810 | |
| c144 | Bin Li, Qiang Yang, Xiangyang Xue: Can Movies and Books Collaborate? Cross-Domain Collaborative Filtering for Sparsity Reduction. IJCAI 2009: 2052-2057 | |
| c143 | Hankui Zhuo, Qiang Yang, Lei Li: Transfer Learning Action Models by Measuring the Similarity of Different Domains. PAKDD 2009: 697-704 | |
| c142 | Yiqiang Chen, Zhuo Sun, Juan Qi, Derek Hao Hu, Qiang Yang: LoSeCo: Location-based Search Computing for Pervasive Device Augmentation. PerCom Workshops 2009: 1-6 | |
| c141 | Yiqiang Chen, Qiang Yang, Moustafa A. Youssef: Message from the Workshop Co-Organizers. PerCom Workshops 2009: 1-2 | |
| c140 | Vincent Wenchen Zheng, Junhui Zhao, Yongcai Wang, Qiang Yang: HIPS: A Calibration-less Hybrid Indoor Positioning System Using Heterogeneous Sensors. PerCom Workshops 2009: 1-6 | |
| c139 | Xiaoxiao Shi, Wei Fan, Qiang Yang, Jiangtao Ren: Relaxed Transfer of Different Classes via Spectral Partition. ECML/PKDD (2) 2009: 366-381 | |
| c138 | Huanhuan Cao, Derek Hao Hu, Dou Shen, Daxin Jiang, Jian-Tao Sun, Enhong Chen, Qiang Yang: Context-aware query classification. SIGIR 2009: 3-10 | |
| c137 | Ning Liu, Jun Yan, Weiguo Fan, Qiang Yang, Zheng Chen: Identifying vertical search intention of query through social tagging propagation. WWW 2009: 1209-1210 | |
| e5 | Ronghuai Huang, Qiang Yang, Jian Pei, João Gama, Xiaofeng Meng, Xue Li (Eds.): Advanced Data Mining and Applications, 5th International Conference, ADMA 2009, Beijing, China, August 17-19, 2009. Proceedings. Lecture Notes in Computer Science 5678, Springer 2009, isbn 978-3-642-03347-6 | |
| 2008 | ||
| j71 | Qiang Yang, Sinno Jialin Pan, Vincent Wenchen Zheng: Estimating Location Using Wi-Fi. IEEE Intelligent Systems 23(1): 8-13 (2008) | |
| j70 | Xindong Wu, Vipin Kumar, J. Ross Quinlan, Joydeep Ghosh, Qiang Yang, Hiroshi Motoda, Geoffrey J. McLachlan, Angus F. M. 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) | |
| j69 | Ben Niu, Qiang Yang, Simon Chi-Keung Shiu, Sankar K. Pal: Two-dimensional Laplacianfaces method for face recognition. Pattern Recognition 41(10): 3237-3243 (2008) | |
| j68 | Jie Yin, Qiang Yang, Jeffrey Junfeng Pan: Sensor-Based Abnormal Human-Activity Detection. IEEE Trans. Knowl. Data Eng. 20(8): 1082-1090 (2008) | |
| j67 | 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) | |
| j66 | Jie Yin, Qiang Yang, Dou Shen, Ze-Nian Li: Activity recognition via user-trace segmentation. TOSN 4(4) (2008) | |
| c136 | Sinno Jialin Pan, James T. Kwok, Qiang Yang: Transfer Learning via Dimensionality Reduction. AAAI 2008: 677-682 | |
| c135 | Daoqiang Zhang, Songcan Chen, Zhi-Hua Zhou, Qiang Yang: Constraint Projections for Ensemble Learning. AAAI 2008: 758-763 | |
| c134 | Rong Hu, Weizhu Chen, Jian Hu, Yansheng Lu, Zheng Chen, Qiang Yang: Mining Translations of Web Queries from Web Click-through Data. AAAI 2008: 1144-1149 | |
| c133 | Derek Hao Hu, Qiang Yang: CIGAR: Concurrent and Interleaving Goal and Activity Recognition. AAAI 2008: 1363-1368 | |
| c132 | Sinno Jialin Pan, Dou Shen, Qiang Yang, James T. Kwok: Transferring Localization Models across Space. AAAI 2008: 1383-1388 | |
| c131 | Vincent Wenchen Zheng, Evan Wei Xiang, Qiang Yang, Dou Shen: Transferring Localization Models over Time. AAAI 2008: 1421-1426 | |
| c130 | Vincent Wenchen Zheng, Sinno Jialin Pan, Qiang Yang, Jeffrey Junfeng Pan: Transferring Multi-device Localization Models using Latent Multi-task Learning. AAAI 2008: 1427-1432 | |
| c129 | ||
| c128 | Derek Hao Hu, Sinno Jialin Pan, Vincent Wenchen Zheng, Nathan Nan Liu, Qiang Yang: Real world activity recognition with multiple goals. UbiComp 2008: 30-39 | |
| c127 | Rong Pan, Yunhong Zhou, Bin Cao, Nathan Nan Liu, Rajan M. Lukose, Martin Scholz, Qiang Yang: One-Class Collaborative Filtering. ICDM 2008: 502-511 | |
| c126 | Jun Yan, Ning Liu, Qiang Yang, Weiguo Fan, Zheng Chen: TOFA: Trace Oriented Feature Analysis in Text Categorization. ICDM 2008: 668-677 | |
| c125 | Hankui Zhuo, Lei Li, Qiang Yang, Rui Bian: Learning Action Models with Quantified Conditional Effects for Software Requirement Specification. ICIC (1) 2008: 874-881 | |
| c124 | ||
| c123 | Hua-Yan Wang, Qiang Yang, Hong Qin, Hongbin Zha: Dirichlet component analysis: feature extraction for compositional data. ICML 2008: 1128-1135 | |
| c122 | Hua-Yan Wang, Qiang Yang, Hongbin Zha: Adaptive p-posterior mixture-model kernels for multiple instance learning. ICML 2008: 1136-1143 | |
| c121 | ||
| c120 | Xiao Ling, Wenyuan Dai, Gui-Rong Xue, Qiang Yang, Yong Yu: Spectral domain-transfer learning. KDD 2008: 488-496 | |
| c119 | Wenyuan Dai, Yuqiang Chen, Gui-Rong Xue, Qiang Yang, Yong Yu: Translated Learning: Transfer Learning across Different Feature Spaces. NIPS 2008: 353-360 | |
| c118 | 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 | |
| c117 | Bin Cao, Jian-Tao Sun, Jianmin Wu, Qiang Yang, Zheng Chen: Learning Bidirectional Similarity for Collaborative Filtering. ECML/PKDD (1) 2008: 178-194 | |
| c116 | Hankui Zhuo, Qiang Yang, Derek Hao Hu, Lei Li: Transferring Knowledge from Another Domain for Learning Action Models. PRICAI 2008: 1110-1115 | |
| c115 | Nathan Nan Liu, Qiang Yang: EigenRank: a ranking-oriented approach to collaborative filtering. SIGIR 2008: 83-90 | |
| c114 | Jian Hu, Lujun Fang, Yang Cao, Hua-Jun Zeng, Hua Li, Qiang Yang, Zheng Chen: Enhancing text clustering by leveraging Wikipedia semantics. SIGIR 2008: 179-186 | |
| c113 | Gui-Rong Xue, Dikan Xing, Qiang Yang, Yong Yu: Deep classification in large-scale text hierarchies. SIGIR 2008: 619-626 | |
| c112 | Gui-Rong Xue, Wenyuan Dai, Qiang Yang, Yong Yu: Topic-bridged PLSA for cross-domain text classification. SIGIR 2008: 627-634 | |
| c111 | Rong Hu, Weizhu Chen, Peng Bai, Yansheng Lu, Zheng Chen, Qiang Yang: Web query translation via web log mining. SIGIR 2008: 749-750 | |
| c110 | Dikan Xing, Gui-Rong Xue, Qiang Yang, Yong Yu: Deep classifier: automatically categorizing search results into large-scale hierarchies. WSDM 2008: 139-148 | |
| c109 | Dou Shen, Toby Walker, Zijian Zheng, Qiang Yang, Ying Li: Personal name classification in web queries. WSDM 2008: 149-158 | |
| c108 | 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 | |
| 2007 | ||
| j65 | Qiang Yang, Kangheng Wu, Yunfei Jiang: Learning action models from plan examples using weighted MAX-SAT. Artif. Intell. 171(2-3): 107-143 (2007) | |
| j64 | Rong Pan, Qiang Yang, Sinno Jialin Pan: Mining competent case bases for case-based reasoning. Artif. Intell. 171(16-17): 1039-1068 (2007) | |
| j63 | Jeffrey 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) | |
| j62 | 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) | |
| j61 | Dou Shen, Qiang Yang, Zheng Chen: Noise reduction through summarization for Web-page classification. Inf. Process. Manage. 43(6): 1735-1747 (2007) | |
| j60 | Chunyan Miao, Qiang Yang, Haijing Fang, Angela Goh: A cognitive approach for agent-based personalized recommendation. Knowl.-Based Syst. 20(4): 397-405 (2007) | |
| j59 | Kangheng Wu, Qiang Yang, Yunfei Jiang: ARMS: an automatic knowledge engineering tool for learning action models for AI planning. Knowledge Eng. Review 22(2): 135-152 (2007) | |
| j58 | 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) | |
| j57 | 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) | |
| j56 | 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) | |
| j55 | 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) | |
| j54 | Xiaoyong Chai, Qiang Yang: Reducing the Calibration Effort for Probabilistic Indoor Location Estimation. IEEE Trans. Mob. Comput. 6(6): 649-662 (2007) | |
| c107 | Dou Shen, Min Qin, Weizhu Chen, Qiang Yang, Zheng Chen: Mining Web Query Hierarchies from Clickthrough Data. AAAI 2007: 341-346 | |
| c106 | Wenyuan Dai, Gui-Rong Xue, Qiang Yang, Yong Yu: Transferring Naive Bayes Classifiers for Text Classification. AAAI 2007: 540-545 | |
| c105 | Zhi-Hua Zhou, De-Chuan Zhan, Qiang Yang: Semi-Supervised Learning with Very Few Labeled Training Examples. AAAI 2007: 675-680 | |
| c104 | Jeffrey Junfeng Pan, Qiang Yang, Sinno Jialin Pan: Online Co-Localization in Indoor Wireless Networks by Dimension Reduction. AAAI 2007: 1102-1107 | |
| c103 | 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 | |
| c102 | Qiang Yang, Jonathan M. Pitts: Guaranteeing Enterprise VoIP QoS with Novel Approach to DiffServ AF Configuration. ICC 2007: 640-645 | |
| c101 | Weizhu Chen, Jun Yan, Benyu Zhang, Zheng Chen, Qiang Yang: Document Transformation for Multi-label Feature Selection in Text Categorization. ICDM 2007: 451-456 | |
| c100 | Bin Cao, Dou Shen, Jian-Tao Sun, Qiang Yang, Zheng Chen: Feature selection in a kernel space. ICML 2007: 121-128 | |
| c99 | ||
| c98 | Jeffrey Junfeng Pan, Qiang Yang: Co-Localization from Labeled and Unlabeled Data Using Graph Laplacian. IJCAI 2007: 2166-2171 | |
| c97 | 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 | |
| c96 | Dou Shen, Jian-Tao Sun, Hua Li, Qiang Yang, Zheng Chen: Document Summarization Using Conditional Random Fields. IJCAI 2007: 2862-2867 | |
| c95 | Wenyuan Dai, Gui-Rong Xue, Qiang Yang, Yong Yu: Co-clustering based classification for out-of-domain documents. KDD 2007: 210-219 | |
| c94 | 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 | |
| c93 | Ben Niu, Qiang Yang, Jinyan Li, Shiu Chi-keung, Sankar K. Pal: Discovering Patterns of DNA Methylation: Rule Mining with Rough Sets and Decision Trees, and Comethylation Analysis. PReMI 2007: 389-397 | |
| c92 | 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 | |
| e4 | Zhi-Hua Zhou, Hang Li, Qiang Yang (Eds.): Advances in Knowledge Discovery and Data Mining, 11th Pacific-Asia Conference, PAKDD 2007, Nanjing, China, May 22-25, 2007, Proceedings. Lecture Notes in Computer Science 4426, Springer 2007, isbn 978-3-540-71700-3 | |
| 2006 | ||
| j53 | Charles X. Ling, Qiang Yang: Discovering Classification from Data of Multiple Sources. Data Min. Knowl. Discov. 12(2-3): 181-201 (2006) | |
| j52 | 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) | |
| j51 | 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) | |
| j50 | Qiang Yang, Xindong Wu: 10 Challenging Problems in Data Mining Research. International Journal of Information Technology and Decision Making 5(4): 597-604 (2006) | |
| j49 | 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) | |
| j48 | 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) | |
| j47 | 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) | |
| j46 | 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) | |
| j45 | 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) | |
| j44 | 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) | |
| j43 | 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) | |
| j42 | 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) | |
| c91 | Jeffrey Junfeng Pan, Qiang Yang, Hong Chang, Dit-Yan Yeung: A Manifold Regularization Approach to Calibration Reduction for Sensor-Network Based Tracking. AAAI 2006: 988-993 | |
| c90 | Dou Shen, Jian-Tao Sun, Qiang Yang, Zheng Chen: Text classification improved through multigram models. CIKM 2006: 672-681 | |
| c89 | Dou Shen, Jian-Tao Sun, Qiang Yang, Hui Zhao, Zheng Chen: Text Classification Improved through Automatically Extracted Sequences. ICDE 2006: 121 | |
| c88 | Dou Shen, Jian-Tao Sun, Qiang Yang, Zheng Chen: Latent Friend Mining from Blog Data. ICDM 2006: 552-561 | |
| c87 | Jun Yan, Ning Liu, Benyu Zhang, Qiang Yang, Shuicheng Yan, Zheng Chen: A Novel Scalable Algorithm for Supervised Subspace Learning. ICDM 2006: 721-730 | |
| c86 | Jilin Chen, Jun Yan, Benyu Zhang, Qiang Yang, Zheng Chen: Diverse Topic Phrase Extraction through Latent Semantic Analysis. ICDM 2006: 834-838 | |
| c85 | Hua Li, Dou Shen, Benyu Zhang, Zheng Chen, Qiang Yang: Adding Semantics to Email Clustering. ICDM 2006: 938-942 | |
| c84 | Dou Shen, Qiang Yang, Jian-Tao Sun, Zheng Chen: Thread detection in dynamic text message streams. SIGIR 2006: 35-42 | |
| c83 | Dou Shen, Jian-Tao Sun, Qiang Yang, Zheng Chen: Building bridges for web query classification. SIGIR 2006: 131-138 | |
| c82 | Dou Shen, Jian-Tao Sun, Qiang Yang, Zheng Chen: A comparison of implicit and explicit links for web page classification. WWW 2006: 643-650 | |
| e3 | Jinyan Li, Qiang Yang, Ah-Hwee Tan (Eds.): Data Mining for Biomedical Applications, PAKDD 2006 Workshop, BioDM 2006, Singapore, April 9, 2006, Proceedings. Lecture Notes in Computer Science 3916, Springer 2006, isbn 3-540-33104-2 | |
| e2 | Qiang Yang, Geoffrey I. Webb (Eds.): PRICAI 2006: Trends in Artificial Intelligence, 9th Pacific Rim International Conference on Artificial Intelligence, Guilin, China, August 7-11, 2006, Proceedings. Lecture Notes in Computer Science 4099, Springer 2006, isbn 3-540-36667-9 | |
| 2005 | ||
| j41 | 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) | |
| j40 | 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) | |
| j39 | Jinyan Li, Limsoon Wong, Qiang Yang: Guest Editors' Introduction: Data Mining in Bioinformatics. IEEE Intelligent Systems 20(6): 16-18 (2005) | |
| j38 | 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) | |
| j37 | David W. Aha, David McSherry, Qiang Yang: Advances in conversational case-based reasoning. Knowledge Eng. Review 20(3): 247-254 (2005) | |
| j36 | 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) | |
| j35 | 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) | |
| j34 | 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) | |
| c81 | ||
| c80 | Jie Yin, Dou Shen, Qiang Yang, Ze-Nian Li: Activity Recognition through Goal-Based Segmentation. AAAI 2005: 28-34 | |
| c79 | Rong Pan, Qiang Yang, Jeffrey Junfeng Pan, Lei Li: Competence Driven Case-Base Mining. AAAI 2005: 228-233 | |
| c78 | Qiang Yang, Kangheng Wu, Yunfei Jiang: Learning Actions Models from Plan Examples with Incomplete Knowledge. ICAPS 2005: 241-250 | |
| c77 | Jun Yan, QianSheng Cheng, Qiang Yang, Benyu Zhang: An Incremental Subspace Learning Algorithm to Categorize Large Scale Text Data. APWeb 2005: 52-63 | |
| c76 | 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 | |
| c75 | 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 | |
| c74 | Shuicheng Yan, Dong Xu, Qiang Yang, Lei Zhang, Xiaoou Tang, HongJiang Zhang: Discriminant Analysis with Tensor Representation. CVPR (1) 2005: 526-532 | |
| c73 | Shengli Sheng, Charles X. Ling, Qiang Yang: Simple Test Strategies for Cost-Sensitive Decision Trees. ECML 2005: 365-376 | |
| c72 | 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 | |
| c71 | ||
| c70 | Dong Zhuang, Benyu Zhang, Qiang Yang, Jun Yan, Zheng Chen, Ying Chen: Efficient Text Classification by Weighted Proximal SVM. ICDM 2005: 538-545 | |
| c69 | Jeffrey Junfeng Pan, James T. Kwok, Qiang Yang, Yiqiang Chen: Accurate and Low-cost Location Estimation Using Kernels. IJCAI 2005: 1366-1371 | |
| c68 | Yi-Dong Shen, Qiang Yang: Deriving a Stationary Dynamic Bayesian Network from a Logic Program with Recursive Loops. ILP 2005: 330-347 | |
| c67 | Jie Yin, Qiang Yang, Lionel M. Ni: Adaptive Temporal Radio Maps for Indoor Location Estimation. PerCom 2005: 85-94 | |
| c66 | Xiaoyong Chai, Qiang Yang: Reducing the Calibration Effort for Location Estimation Using Unlabeled Samples. PerCom 2005: 95-104 | |
| c65 | 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 | |
| c64 | Gui-Rong Xue, Qiang Yang, Hua-Jun Zeng, Yong Yu, Zheng Chen: Exploiting the hierarchical structure for link analysis. SIGIR 2005: 186-193 | |
| c63 | Jian-Tao Sun, Dou Shen, Hua-Jun Zeng, Qiang Yang, Yuchang Lu, Zheng Chen: Web-page summarization using clickthrough data. SIGIR 2005: 194-201 | |
| e1 | 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) | |
| i2 | Yi-Dong Shen, Qiang Yang, Jia-Huai You, Li-Yan Yuan: Deriving a Stationary Dynamic Bayesian Network from a Logic Program with Recursive Loops. CoRR abs/cs/0506095 (2005) | |
| 2004 | ||
| j33 | 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) | |
| j32 | 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) | |
| j31 | Shichao Zhang, Chengqi Zhang, Qiang Yang: Guest Editors' Introduction: Information Enhancement for Data Mining. IEEE Intelligent Systems 19(2): 12-13 (2004) | |
| j30 | Qiang Yang, Craig A. Knoblock, Xindong Wu: Guest Editors' Introduction: Mining Actionable Knowledge on the Web. IEEE Intelligent Systems 19(6): 30-31 (2004) | |
| j29 | 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) | |
| c62 | Jie Yin, Xiaoyong Chai, Qiang Yang: High-Level Goal Recognition in a Wireless LAN. AAAI 2004: 578-584 | |
| c61 | 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 | |
| c60 | Rong Pan, Qiang Yang, Lei Li: Case Retrieval Using Nonlinear Feature-Space Transformation. ECCBR 2004: 361-374 | |
| c59 | Xiaoyong Chai, Lin Deng, Qiang Yang, Charles X. Ling: Test-Cost Sensitive Naive Bayes Classification. ICDM 2004: 51-58 | |
| c58 | 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 | |
| c57 | 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 | |
| c56 | Yi-Dong Shen, Zhiyong Shen, Shi-Ming Zhang, Qiang Yang: Cluster Cores-Based Clustering for High Dimensional Data. ICDM 2004: 519-522 | |
| c55 | Charles X. Ling, Qiang Yang, Jianning Wang, Shichao Zhang: Decision trees with minimal costs. ICML 2004 | |
| c54 | 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 | |
| c53 | 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 | |
| c52 | 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 | |
| c51 | 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 | |
| c50 | 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 | |
| 2003 | ||
| j28 | Shichao Zhang, Chengqi Zhang, Qiang Yang: Data Preparation for Data Mining. Applied Artificial Intelligence 17(5-6): 375-381 (2003) | |
| j27 | Qiang Yang, Tianyiian Li, Ke Wang: Web-Log Cleaning for Constructing Sequential Classifiers. Applied Artificial Intelligence 17(5-6): 431-441 (2003) | |
| j26 | Ruimin Shen, Peng Han, Fan Yang, Qiang Yang, Joshua Zhexue Huang: Data Mining and Case-Based Reasoning for Distance Learning. IJDET 1(3): 46-58 (2003) | |
| j25 | 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) | |
| j24 | Qiang Yang, Henry Haining Zhang: Web-Log Mining for Predictive Web Caching. IEEE Trans. Knowl. Data Eng. 15(4): 1050-1053 (2003) | |
| j23 | 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) | |
| j22 | 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) | |
| c49 | ||
| c48 | ||
| c47 | Ke Wang, Senqiang Zhou, Jack Man Shun Yeung, Qiang Yang: Mining Customer Value: From Association Rules to Direct Marketing. ICDE 2003: 738-740 | |
| c46 | ||
| c45 | ||
| c44 | Qiang Yang, Jie Yin, Charles X. Ling, Tielin Chen: Postprocessing Decision Trees to Extract Actionable Knowledge. ICDM 2003: 685-688 | |
| c43 | 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 | |
| 2002 | ||
| j21 | Qiang Yang, Hui Wang, Wei Zhang: Web-log Mining for Quantitative Temporal-Event Prediction. IEEE Computational Intelligence Bulletin 1(1): 10-18 (2002) | |
| j20 | 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) | |
| c42 | 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 | |
| c41 | Wenwu Lou, Guimei Liu, Hongjun Lu, Qiang Yang: Cut-and-Pick Transactions for Proxy Log Mining. EDBT 2002: 88-105 | |
| c40 | Chunyan Miao, Haijing Fang, Xuehong Tao, Qiang Yang, Robert K. L. Gay: An Agent Approach for Personalized Recommendation. FSKD 2002: 231-235 | |
| c39 | Yi-Dong Shen, Zhong Zhang, Qiang Yang: Objective-Oriented Utility-Based Association Mining. ICDM 2002: 426-433 | |
| c38 | ||
| c37 | Charles X. Ling, Tielin Chen, Qiang Yang, Jie Cheng: Mining Optimal Actions for Profitable CRM. ICDM 2002: 767-770 | |
| c36 | Ruimin Shen, Peng Han, Fan Yang, Qiang Yang, Joshua Zhexue Huang: An Open Framework for Smart and Personalized Distance Learning. ICWL 2002: 19-30 | |
| c35 | Chunyan Miao, Qiang Yang, Haijing Fang, Angela Goh: Fuzzy Cognitive Agents for Personalized Recommendation. WISE 2002: 362-372 | |
| i1 | 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) | |
| 2001 | ||
| j19 | Qiang Yang, Jing Wu: Enhancing the Effectiveness of Interactive Case-Based Reasoning with Clustering and Decision Forests. Appl. Intell. 14(1): 49-64 (2001) | |
| j18 | 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) | |
| j17 | Zhong Zhang, Qiang Yang: Feature Weight Maintenance in Case Bases Using Introspective Learning. J. Intell. Inf. Syst. 16(2): 95-116 (2001) | |
| j16 | Sheng Li, Qiang Yang: ActiveCBR: An Agent System That Integrates Case-Based Reasoning and Active Databases. Knowl. Inf. Syst. 3(2): 225-251 (2001) | |
| j15 | Kirsti Racine, Qiang Yang: Redundancy Detection in Semistructured Case Bases. IEEE Trans. Knowl. Data Eng. 13(3): 513-518 (2001) | |
| j14 | Qiang Yang, Henry Haining Zhang: Integrating Web Prefetching Using Prediction Models. World Wide Web 4(4): 299-321 (2001) | |
| c34 | ||
| c33 | Zhong Su, Qiang Yang, HongJiang Zhang, Xiaowei Xu, Yuhen Hu: Correlation-based Document Clustering using Web Logs. HICSS 2001 | |
| c32 | Qiang Yang, Henry Haining Zhang, Hui Zhang: Taylor Series Prediction: A Cache Replacement Policy based on Second-Order Trend Analysis. HICSS 2001 | |
| c31 | Qiang Yang, Ian Tian Yi Li, Henry Haining Zhang: Mining High-Quality Cases for Hypertext Prediction and Prefetching. ICCBR 2001: 744-756 | |
| c30 | Qiang Yang, Henry Haining Zhang, Ian Tian Yi Li: Mining web logs for prediction models in WWW caching and prefetching. KDD 2001: 473-478 | |
| c29 | 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 | |
| c28 | Ian Tian Yi Li, Qiang Yang, Ke Wang: Classification Pruning for Web-request Prediction. WWW Posters 2001 | |
| 2000 | ||
| c27 | 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 | |
| c26 | ||
| c25 | Zhong Su, Qiang Yang, HongJiang Zhang: A prediction system for multimedia pre-fetching in Internet. ACM Multimedia 2000: 3-11 | |
| c24 | 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 | |
| c23 | 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 | ||
| c22 | Sandra C. Hayden, Christina Carrick, Qiang Yang: A Catalog of Agent Coordination Patterns. Agents 1999: 412-413 | |
| c21 | 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 | |
| c20 | Yong Wang, Qiang Yang, Zhong Zhang: Real-Time Scheduling for Multi-agent Call Center Automation. ECP 1999: 187-199 | |
| c19 | Christina Carrick, Qiang Yang: Activating CBR Systems Through Autonomous Information Gathering. ICCBR 1999: 74-88 | |
| c18 | 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 | |
| c17 | Zhong Zhang, Qiang Yang: Dynamic Refinement of Feature Weights Using Quantitative Introspective Learning. IJCAI 1999: 228-233 | |
| c16 | Jun Zhu, Qiang Yang: Remembering to Add: Competence-preserving Case-Addition Policies for Case Base Maintenance. IJCAI 1999: 234-241 | |
| 1998 | ||
| j13 | Steven G. Woods, Qiang Yang: Program Understanding as Constraint Satisfaction: Representation and Reasoning Techniques. Autom. Softw. Eng. 5(2): 147-181 (1998) | |
| j12 | Alex Quilici, Qiang Yang, Steven Woods: Applying Plan Recognition Algorithms To Program Understanding. Autom. Softw. Eng. 5(3): 347-372 (1998) | |
| c15 | Qiang Yang, Irène Abi-Zeid, Luc Lamontagne: An Agent for Intelligent Situation Assessment. AIMSA 1998: 466-474 | |
| c14 | Zhong Zhang, Qiang Yang: Towards Lifetime Maintenance of Case Based Indexes for Continual Case Based Reasoning. AIMSA 1998: 489-500 | |
| 1997 | ||
| b1 | Qiang Yang: Intelligent planning - a decomposition and abstraction based approach. Artificial intelligence, Springer 1997, isbn 978-3-540-61901-7, pp. I-XXII, 1-252 | |
| j11 | Eugene Fink, Qiang Yang: Automatically Selecting and Using Primary Effects in Planning: Theory and Experiments. Artif. Intell. 89(1-2): 285-315 (1997) | |
| c13 | ||
| 1996 | ||
| j10 | Qiang Yang, Josh D. Tenenberg, Steven G. Woods: On the Implenentation and Evaluation of ABTWEAK. Computational Intelligence 12: 307-330 (1996) | |
| c12 | Steven G. Woods, Qiang Yang: The Program Understanding Problem: Analysis and a Heuristic Approach. ICSE 1996: 6-15 | |
| 1995 | ||
| j9 | 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) | |
| j8 | Craig A. Knoblock, Qiang Yang: Relating the Performance of Partial-Order Planning Algorithms to Domain Features. SIGART Bulletin 6(1): 8-15 (1995) | |
| c11 | Eugene Fink, Qiang Yang: Planning with Primary Effects: Experiments and Analysis. IJCAI 1995: 1606-1611 | |
| 1994 | ||
| j7 | Fahiem Bacchus, Qiang Yang: Downward Refinement and the Efficiency of Hierarchical Problem Solving. Artif. Intell. 71(1): 43-100 (1994) | |
| j6 | Qiang Yang, Cheryl Murray: An Evaluation of the Temporal Coherence Heuristic in Partial-Order Planning. Computational Intelligence 10: 245-268 (1994) | |
| c10 | ||
| c9 | Qiang Yang, Shuo Bai, Guiyou Qiu: A Framework for Automatic Problem Decomposition in Planning. AIPS 1994: 347-352 | |
| 1993 | ||
| c8 | Eugene Fink, Qiang Yang: Characterizing and Automatically Finding Primary Effects in Planning. IJCAI 1993: 1374-1379 | |
| 1992 | ||
| j5 | Raghu Karinthi, Dana S. Nau, Qiang Yang: Handling feature interactions in process-planning. Applied Artificial Intelligence 6(4): 389-415 (1992) | |
| j4 | David E. Foulser, Ming Li, Qiang Yang: Theory and Algorithms for Plan Merging. Artif. Intell. 57(2-3): 143-181 (1992) | |
| j3 | ||
| j2 | Qiang Yang, Dana S. Nau, James A. Hendler: Merging Separately Generated Plans with Restricted Interactions. Computational Intelligence 8: 648-676 (1992) | |
| c7 | ||
| 1991 | ||
| c6 | ||
| c5 | Craig A. Knoblock, Josh D. Tenenberg, Qiang Yang: Characterizing Abstraction Hierarchies for Planning. AAAI 1991: 692-697 | |
| c4 | ||
| 1990 | ||
| j1 | Qiang Yang: Formalizing planning knowledge for hierarchical planning. Computational Intelligence 6: 12-24 (1990) | |
| c3 | ||
| c2 | Qiang Yang, Josh D. Tenenberg: ABTWEAK: Abstracting a Nonlinear, Least Commitment Planner. AAAI 1990: 204-209 | |
| 1989 | ||
| c1 | Qiang Yang, Dana S. Nau: Preprocessing Search Spaces for Branch and Bound Search. IJCAI 1989: 349-353 | |
Colors in the list of coauthors
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