Qiang Yang's Selected Publications
2016
- Ying Wei, Yin Zhu, Cane Wing-ki Leung, Yangqiu Song, Qiang
Yang: Instilling Social to Physical: Co-Regularized Heterogeneous
Transfer Learning. AAAI 2016: 1338-1344
- Zihan Zhang, Xiaoming Jin, Lianghao Li, Guiguang Ding, Qiang
Yang: Multi-Domain Active Learning for Recommendation. AAAI 2016:
2358-2364
- Han Yu, Chunyan Miao, Zhiqi Shen, Jun Lin, Cyril Leung, Qiang
Yang: Infusing Human Factors into Algorithmic Crowdsourcing. AAAI 2016:
4062-4064
- Zhongqi Lu, Sinno Jilian Pan, Yong Li, Jie Jiang, Qiang Yang:
Collaborative Evolution for User Profiling in Recommender Systems.
IJCAI 2016: 3804-3810
- Lili Zhao, Zhongqi Lu, Sinno Jialin Pan, Qiang Yang: Matrix
Factorization+ for Movie Recommendation. IJCAI 2016:
3945-3951
- Yue Cao, Mingsheng Long, Jianmin Wang, Qiang Yang, Philip S. Yu:
Deep Visual-Semantic Hashing for Cross-Modal Retrieval. ACM KDD 2016:
1445-1454
- Chen Chen, Cewu Lu, Qixing Huang, Qiang Yang, Dimitrios
Gunopulos, Leonidas J. Guibas: City-Scale Map Creation and Updating
using GPS Collections. ACM KDD 2016: 1465-1474
- Ying Wei, Yu Zheng, Qiang Yang: Transfer Knowledge between Cities. ACM KDD 2016: 1905-1914
- Shuangyin Li, Rong Pan,Yu Zhang, Qiang Yang: Correlated Tag Learning in Topic Model. Uncertainty in AI Conferencer (UAI) 2016.
- Jiezhong Qiu, Yixuan Li, Jie Tang, Zheng Lu, Hao Ye, Bo Chen,
Qiang Yang, John E. Hopcroft: The Lifecycle and Cascade of WeChat
Social Messaging Groups. World Wide Web Conference (WWW) 2016: 311-320
2015
- Xueyang Hu, Mingxuan Yuan, Jianguo Yao, Yu Deng, Lei Chen,
Qiang Yang, Haibing Guan, Jia Zeng: Differential Privacy in Telco Big
Data Platform. PVLDB 8(12): 1692-1703 (2015)
- Yanhua
Li, Chi-Yin Chow, Ke Deng, Mingxuan Yuan, Jia Zeng, Jia-Dong Zhang,
Qiang Yang, Zhi-Li Zhang: Sampling Big Trajectory Data. CIKM 2015:
941-950
- Yang Yang, Jie Tang, Cane Wing-ki Leung, Yizhou Sun, Qicong Chen,
Juanzi Li, Qiang Yang: RAIN: Social Role-Aware Information
Diffusion. AAAI 2015: 367-373
- Guangyu Feng, Kun Xiong, Yang Tang, Anqi Cui, Jing Bai, Hang Li,
Qiang Yang, Ming Li: Question Classification by Approximating
Semantics. WWW (Companion Volume) 2015: 407-417
- Qiang Yang: User Modeling in Telecommunications and Internet Industry. KDD 2015: 1639
- Lianghao Li and Qiang Yang. Lifelong Machine Learning Test. In Proceedings of the AAAI-2015 Workshop on "Beyond the Turing Test", Austin, Texas, Jan. 2015.
- Zhongqi Lu, Zhicheng Dou, Jianxun Lian, Xing Xie, Qiang Yang:
Content-Based Collaborative Filtering for News Topic Recommendation.
AAAI 2015: 217-223
- Han Yu, Chunyan Miao, Zhiqi Shen, Cyril
Leung, Yiqiang Chen, Qiang Yang: Efficient Task Sub-Delegation for
Crowdsourcing. AAAI 2015: 1305-1312
- Yangqiu Song, Chenguang
Wang, Ming Zhang, Hailong Sun, Qiang Yang: Spectral Label Refinement
for Noisy and Missing Text Labels. AAAI 2015: 2972-2978
- Ben Tan, Yangqiu Song, ErHeng Zhong, Qiang Yang: Transitive Transfer Learning. ACM SIGKDD 2015: 1155-1164
- Yiqing
Huang, Fangzhou Zhu, Mingxuan Yuan, Ke Deng, Yanhua Li, Bing Ni,
Wenyuan Dai, Qiang Yang, Jia Zeng: Telco Churn Prediction with Big
Data. SIGMOD Conference 2015: 607-618
- Xiaosheng Liu, Jia
Zeng, Xi Yang, Jianfeng Yan, Qiang Yang: Scalable Parallel EM
Algorithms for Latent Dirichlet Allocation in Multi-Core Systems. WWW
2015: 669-679
- Qiang Yang, Michael Wooldridge: Proceedings of the Twenty-Fourth
International Joint Conference on Artificial Intelligence, IJCAI 2015,
Buenos Aires, Argentina, July 25-31, 2015. AAAI Press 2015, ISBN
978-1-57735-738-4
2014
- Mingxuan Yuan, Ke Deng, Jia Zeng, Yanhua Li, Bing Ni,
Xiuqiang He, Fei Wang, Wenyuan Dai, Qiang Yang: OceanST: A Distributed
Analytic System for Large-Scale Spatiotemporal Mobile Broadband Data.
PVLDB 7(13): 1561-1564 (2014)
- Ying Wei, Yangqiu Song, Yi Zhen, Bo Liu and Qiang Yang.
“Scalable Heterogeneous Translated Hashing.” In Proceedings of the 20th
ACM SIGKDD Conference on Knowledge Discovery and Data Mining (ACM SIGKDD 2014), New York, New York, August 2014.
- Bin Wu, Erheng Zhong, Ben Tan, Andrew Horner, Qiang Yang.
"Crowdsourced Time-sync Video Tagging using Temporal and Personalized
Topic Modeling." In Proceedings of the 20th ACM SIGKDD Conference on
Knowledge Discovery and Data Mining (ACM SIGKDD 2014), New York, New York, August 2014.
- Chuanren
Liu, Kai Zhang, Hui Xiong, Guofei Jiang, Qiang Yang. "Temporal
Skeletonization on Sequential Data: Patterns, Categorization, and
Visualization. "In Proceedings of the 20th ACM SIGKDD Conference on
Knowledge Discovery and Data Mining ( ACM SIGKDD 2014), New York, New York, August 2014.
- Zhongqi Lu, Yin Zhu, Sinno J. Pan, Evan W. Xiang, Yujing Wang,
Qiang Yang: Source Free Transfer Learning for Text Classification.
Accepted in AAAI'14, July 27-31, 2014, Quebec City, Canada.
- Erheng Zhong, Wei Fan, Qiang Yang, "Adaptive User Distance
Modeling in Social Media", In Proceedings of 2014 SIAM International
Conference on Data Mining (SDM'2014), April, 2014, Philadelphia,
Pennsylvania, USA. (PDF)
- Ben Tan, Erheng Zhong, Michael K.Ng, Qiang Yang, "Mixed-Transfer:
Transfer Learning over Mixed Graphs", In Proceedings of 2014 SIAM
International Conference on Data Mining (SDM'2014), April, 2014,
Philadelphia, Pennsylvania, USA. (PDF)
- Jingrui He, Yan Liu, Qiang Yang: Linking Heterogeneous Input Spaces with Pivots for Multi-Task Learning. SDM 2014: 181-189
2013
- Daniel L. Silver, Qiang Yang, Lianghao Li: Lifelong Machine Learning Systems: Beyond Learning Algorithms. AAAI Spring Symposium: Lifelong Machine Learning 2013
- Yin Zhu, ErHeng Zhong, Sinno Jialin Pan, Xiao Wang, Minzhe Zhou,
Qiang Yang: Predicting user activity level in social networks. CIKM
2013: 159-168
- Yangqiu Song, Zhengdong Lu, Cane Wing-ki Leung, Qiang Yang.
"Collaborative Boosting for Activity Classification in Microblogs." In
Proceedings of the ACM SIGKDD International Conference on Knowledge
Discovery and Data Mining (KDD'2013), August, 2013, Chicago, Illinois, USA. (PDF)
- Erheng Zhong, Wei Fan, Yin Zhu, Qiang Yang, "Modeling the
Dynamics of Composite Social Networks", In Proceedings of the ACM
SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD'2013), August, 2013, Chicago, Illinois, USA. (PDF)
- Kaixiang Mo, Erheng Zhong, Qiang Yang, "Cross-Task
Crowdsourcing", In Proceedings of the ACM SIGKDD International
Conference on Knowledge Discovery and Data Mining (KDD'2013), August, 2013, Chicago, Illinois, USA. (PDF)
- Lili Zhao, Sinno Jialin Pan, Evan Wei Xiang, Erheng Zhong,
Zhongqi Lu, Qiang Yang. "Active Transfer Learning for Cross-System
Recommendation." In: Proceedings of the 2012 AAAI Conference, Bellevue, Washington, USA, July 2013 (PDF)
- Tianqi Chen, Hang Li, Qiang Yang, Yong Yu, "General Functional Matrix
Factorization Using Gradient Boosting." In: Proceedings of the
International Conference on Machine Learning (ICML) 2013, Atlanta, GA,
USA. June 2013. (PDF)
-
Kai Zhang, Vincent Zheng, QIaojun Wang, James Kwok, Qiang Yang.
"Covariate Shift in Hilber Space: A Solution Via Sorrogate Kernels." In:
Proceedings of the International Conference on Machine Learning (ICML)
2013, Atlanta, GA, USA. June 2013. (PDF)
-
Ben Tan, Erheng Zhong, Evan Xiang, Qiang Yang, "Multi-Transfer:
Transfer Learning with Multiple Views and Multiple Sources."In
Proceedings of 2013 SIAM International Conference on Data Mining
(SDM 2013), May, 2013, Austin, Texas, USA. (PDF)
-
Bin Wu, Erheng Zhong, Hao hu, Andrew Horner, Qiang Yang, "SMART:
Semi-Supervised Music Emotion Recognition with Social Tagging." In
Proceedings of 2013 SIAM International Conference on Data Mining
(SDM 2013), May, 2013, Austin, Texas, USA. (PDF)
- Zhongqi Lu, Erheng Zhong, Lili Zhao, Evan Xiang, Weike Pan, Qiang Yang,
"Selective Transfer Learning for Cross Domain Recommendation."In
Proceedings of 2013 SIAM International Conference on Data Mining
(SDM 2013), May, 2013, Austin, Texas, USA (PDF)
2012
- Hankz Hankui Zhuo, Qiang Yang, Subbarao Kambhampati: Action-Model
Based Multi-agent Plan Recognition. In: Proceedings of NIPS 2012:
377-385. CA, USA. Dec 2012.
- Fangwei Hu, Tianqi Chen, Nathan Nan Liu, Qiang Yang, Yong Yu: Discriminative Factor Alignment across Heterogeneous Feature Space. ECML/PKDD (2) 2012: 757-772
- Weike Pan, Evan W. Xiang and Qiang Yang. Transfer Learning in Collaborative Filtering with Uncertain Ratings. In Proceedings of the 26th AAAI Conference on Artificial Intelligence (AAAI-12). Toronto, Ontario, Canada. July 22-26, 2012. (PDF)
- 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
- 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
- ErHeng Zhong, Wei Fan, Qiang Yang: Contextual Collaborative Filtering via Hierarchical Matrix Factorization. SDM 2012: 744-755
- 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
- Mingsheng Long, Jianmin Wang, Guiguang Ding, Dou Shen and Qiang Yang.
Transfer Learning with Graph Co-Regularization. In Proceedings of the 26th AAAI Conference on Artificial Intelligence (AAAI-12). Toronto, Ontario, Canada. July 22-26, 2012. (PDF)
- Yin Zhu, Xiao Wang, Erheng Zhong, Nanthan N. Liu, He Li and Qiang Yang. Discovering Spammers in Social Networks. In Proceedings of the 26th AAAI Conference on Artificial Intelligence (AAAI-12). Toronto, Ontario, Canada. July 22-26, 2012. (PDF)
- Fangtao Li, Sinno Jialin Pan, Ou Jin, Qiang Yang and Xiaoyan Zhu.
Cross-Domain Co-Extraction of Sentiment and Topic Lexicons. In:
Proceedings of the 50th Annual Meeting of the Association for Computational
Linguistics (ACL 2012). Korea, July
2012. (PDF)
- Haiping Ma, Huanhuan Cao, Qiang Yang, Enhong Chen and Jilei Tian, A Habit
Mining Approach for Discovering Similar Mobile Users, In Proceedings of the
World Wide Web Conference (WWW
2012). Leon, France. April 2012. Pages 231-240. (PDF)
- Weizhu Chen, Dong Wang, Yuchen Zhang,
Qiang Yang, Understanding Click Noise: A Noise-aware Click Model for Web Search, In 5th
ACM Conference on Web Search and Data Mining (ACM
WSDM 2012), Seattle, Washington, USA, Feb 2012. 313-322. [Link]
- Danqi Chen, Weizhu Chen, Haixun Wang, Zheng Chen, Qiang Yang, Beyond Ten Blue Links: Enabling User Click Modeling in Federated Web Search,
In 5th ACM Conference on Web Search and Data Mining (ACM
WSDM 2012), Seattle, Washington, USA, Feb 2012. 463-472 [Link]
- Si Shen, Botao Hu, Weizhu Chen, Qiang Yang, Personalized Click Model through Collaborative Filtering. In 5th ACM
Conference on Web Search and Data Mining (ACM
WSDM 2012), Seattle, Washington, USA, Feb 2012. 323-332. [Link]
- 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)
2011
- Ou Jin,
Nathan Nan Liu, Yong Yu and Qiang Yang. Transferring Topical
Knowledge from Auxiliary Long Text for Short Text Understanding. In:
Proceedings of the 20th ACM Conference on Information and Knowledge
Management (ACM CIKM 2011). Glasgow, UK. Oct 2011. (Best
interdisciplinary paper award) [PDF]
- Yuchen Zhang, Weizhu Chen, Dong Wang and Qiang Yang,
User-click Modeling for Understanding and Predicting Search-behavior,
ACM KDD 2011. San Diego, CA
USA. August 2011. (Link,
PDF)
- Nathan Nan Liu, Xiangrui Meng, Chao Liu and Qiang Yang.
Wisdom of
the Better Few: Cold Start Recommendation via Representative based Rating
Elicitation. Proceedings of the 5th ACM Recommender Systems
Conference (ACM RecSys 2011).
Chicago, USA, Oct 2011. (Link,
PDF)
- Huayan Wang and Qiang Yang. Transfer Learning by Structural Analogy.
In Proceedings of the 25th AAAI Conference on Artificial Intelligence (AAAI-11).
San Francisco, CA USA. August, 2011. (PDF)
- Yin Zhu, Yuqiang Chen, Zhongqi Lu, Sinno J. Pan, Gui-Rong Xue, Yong Yu and Qiang Yang.
Heterogeneous Transfer Learning for Image Classification.
In Proceedings of the 25th AAAI Conference on Artificial Intelligence (AAAI-11).
San Francisco, CA USA. August, 2011.
(PDF)
- Luheng He and Nathan N. Liu and Qiang Yang.
Active Dual Collaborative
Filtering with Both Item and Attribute Feedback. In Proceedings of the
25th AAAI Conference on Artificial Intelligence (AAAI-11).
San Francisco, CA USA. August, 2011 (PDF)
- Weizhu Chen, Zhanglong Ji, Si Shen, Qiang Yang.
A Whole Page Click Model
to Better Interpret Search Engine Click Data. In Proceedings of the 25th AAAI Conference on Artificial Intelligence (AAAI-11).
San Francisco, CA USA. August, 2011.
(PDF)
- Evan Wei Xiang, Sinno Jialin Pan, Weike Pan, Jian Su and Qiang Yang. Source-Selection-Free Transfer Learning. In Proceedings of the 22nd
International Joint Conference on Artificial Intelligence (IJCAI-11),
Barcelona, Spain, July 2011.
(PDF)
- Weike Pan, Nathan N. Liu, Evan W. Xiang, Qiang Yang.
Transfer Learning to
Predict Missing Ratings via Heterogeneous User Feedbacks. In Proceedings
of the 22nd International Joint Conference on Artificial Intelligence (IJCAI-11),
Barcelona, Spain, July 2011. (PDF)
- Vincent W. Zheng and Qiang Yang.
User-dependent Aspect Model for
Collaborative Activity Recognition. In Proceedings of the 22nd
International Joint Conference on Artificial Intelligence (IJCAI-11),
Barcelona, Spain, July 2011.
(PDF)
- Derek Hao Hu, Qiang Yang. Transfer Learning for Activity Recognition via
Sensor Mapping. In Proceedings of the 22nd International Joint
Conference on Artificial Intelligence (IJCAI-11),
Barcelona, Spain, July 2011. (PDF)
- Bin Cao, Xiaochuan Ni, Jian-Tao Sun, Gang Wang, Qiang Yang.
Distance
Metric Learning under Covariate Shift. In Proceedings of the 22nd
International Joint Conference on Artificial Intelligence (IJCAI-11),
Barcelona, Spain, July 2011. (PDF)
- Fangtao Li, Nathan Liu, Hongwei Jin, Kai Zhao, Qiang Yang and Xiaoyan Zhu.
Incorporating Reviewer and Product Information for Review Rating
Prediction. In Proceedings of the 22nd International Joint Conference on
Artificial Intelligence (IJCAI-11),
Barcelona, Spain, July 2011.
(PDF)
- Botao Hu, Yuchen Zhang, Weizhu Chen, Gang Wang and Qiang Yang, Characterize Search Intent Diversity into Click Models, In Proceedings of the 20th International World Wide Web Conference (WWW-11),
Hyderabad, India.
March 29-April 1, 2011 (PDF)
- Hankz Hankui Zhuo, Qiang Yang, Rong Pan and Lei Li.
Cross-Domain
Action-Model Acquisition for Planning via Web Search. In Proceedings of
the International Conference on Automated Planning and Scheduling (ICAPS-11),
Freiburg, Germany, June 11-16, 2011. (PDF)
- Hankz Hankui Zhuo, Hector Muñoz-Avila and Qiang Yang.
Learning Action
Models for Multi-Agent Planning. In Proceedings of the International
Conference on Autonomous Agents and Multiagent Systems (AAMAS-11),
Taipei, Taiwan, May 2011 (PDF).Bin Cao, Nathan Liu and Qiang Yang. Transfer Learning for Collective Link Prediction in Multiple
Heterogeneous Domains. In: Proceedings of 27th International Conference on
Machine Learning (ICML 2010), Haifa, Israel. June 2010. (PDF)
2010
- 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 (PDF)
- Yuqiang Chen, Ou Jin, Guirong,
Xue , Jia Chen and Qiang Yang,. Visual Contextual Advertising: Bringing
Textual Advertisements to Images. In Proceedings of the 24th AAAI
Conference on Artificial Intelligence (AAAI-10). Atlanta, Georgia,
USA. July 11-15, 2010. (PDF)
- Sinno Jialin Pan, Xiaochuan Ni,
Jian-Tao Sun, Qiang Yang and Zheng Chen. Cross-Domain Sentiment
Classification via Spectral Feature Alignment. In Proceedings of the
19th International World Wide Web Conference (WWW-10). Raleigh, NC,
USA. April 26-30, 2010. (PDF)
- Vincent W. Zheng, Yu Zheng, Xing
Xie and Qiang Yang. Collaborative Location and Activity Recommendations
with GPS History Data. In Proceedings of 19th International World Wide
Web Conference (WWW-10). Raleigh, NC, USA, April 26-30, 2010. (PDF)
- Huayan Wang, Vincent W. Zheng,
Junhui Zhao and Qiang Yang. Indoor Localization in Multi-Floor
Environments with Reduced Effort. In Proceedings of the 8th Annual IEEE
International Conference on Pervasive Computing and Communications (IEEE
PerCom-10). Mannheim, Germany, March 30-April 2, 2010. (PDF)
- Vincent W. Zheng, Bin Cao, Yu
Zheng, Xing Xie and Qiang Yang. Collaborative Filtering Meets Mobile
Recommendation: A User-centered Approach. In Proceedings of the 24th
AAAI Conference on Artificial Intelligence (AAAI-10). Atlanta,
Georgia, USA. July 11-15, 2010. (PDF)
- Bin Cao, Sinno Jialin Pan, Yu
Zhang, Dit-Yan Yeung and Qiang Yang. Adaptive Transfer Learning. In
Proceedings of the 24th AAAI Conference on Artificial Intelligence (AAAI-10).
Atlanta, Georgia, USA. July 11-15, 2010. (PDF)
- Bin Cao, Dou Shen, Kusansan Wang
and Qiang Yang. Clickthrough Log Analysis by Collaborate Ranking. In
Proceedings of the 24th AAAI Conference on Artificial Intelligence (AAAI-10).
Atlanta, Georgia, USA. July 11-15, 2010. (PDF)
- Weike Pan, Evan Xiang, Nathan Liu
and Qiang Yang. Transfer Learning in Collaborative Filtering for Sparsity
Reduction. In Proceedings of the 24th AAAI Conference on Artificial
Intelligence (AAAI-10). Atlanta, Georgia, USA. July 11-15, 2010. (PDF)
- Xiaoxiao Shi, Qi Liu, Wei Fan,
Qiang Yang and Philip S. Yu, Predictive Modeling with Heterogeneous
Sources. In 2010 SIAM International Conference on Data Mining (SDM'10),
Columbus, Ohio, Apr 2010. (PDF)
- Wei Fan, Erheng Zhong, Jing Peng,
Olivier Verscheure, Kun Zhang, Jiangtao Ren, Rong Yan and Qiang Yang,
Generalized and Heuristic-Free Feature Construction, 2010 SIAM
International Conference on Data Mining (SDM'10), Columbus, OH,
April, 2010
2009
- Bin Cao, Jian-Tao Sun, Evan Wei
Xiang, Derek Hao Hu, Qiang Yang, Zheng Chen. PQC: Personalized Query
Classification. In Proceedings of the ACM 18th Conference on
Information and Knowledge Management (CIKM'09), Hong Kong, China.
November 2-6, 2009. (Link)
- Dou Shen, Jianmin Wu, Bin Cao,
Jian-Tao Sun, Qiang Yang, Ying Li. Exploiting Term Relationship To Boost
Text Classification. In Proceedings of the ACM 18th Conference on
Information and Knowledge Management (CIKM'09), Short Paper. Hong
Kong, China. November 2-6, 2009. (Link)
- Derek Hao Hu, Dou Shen, Jian-Tao
Sun, Qiang Yang, Zheng Chen. Context-Aware Online Commercial Intention
Detection. In Proceedings of the 2009 Asia Conference on Machine
Learning (ACML 2009), Nanjing, China, Nov 2-5, 2009. (Link,
PDF)
- Xiaoxiao Shi, Wei Fan, Qiang
Yang, Jiangtao Ren: Relaxed Transfer of Different Classes via Spectral
Partition.
ECML/PKDD (2) 2009: 366-381 (PDF)
- Vincent W. Zheng, Derek
H. Hu and Qiang Yang. Cross-Domain Activity Recognition.
In Proceedings of the 11th International Conference on Ubiquitous
Computing (Ubicomp-09), Orlando, Florida, USA, Sept.30-Oct.3,
2009. (PDF)
- Qiang Yang, Yuqiang Chen,
Gui-Rong Xue, Wenyuan Dai and Yong Yu. Heterogeneous Transfer Learning
for Image Clustering via the Social Web. In Proceedings of the 47th
Annual Meeting of the ACL and the 4th IJCNLP of the AFNLP (ACL-IJCNLP'09),
Sinagpore, Aug 2009, pages 1 -- 9. Invited Paper (PDF)
- Qiang Yang. Activity
Recognition: Linking Low-level Sensors and High-level Intelligence. In
Proceedings of the Twenty-First International Joint Conference on
Artificial Intelligence (IJCAI '09), Pasadena, CA, USA, July
11-17, 2009. Invited Paper. (PDF)
- Bin Li, Qiang Yang, Xiangyang Xue.
Can Movies and Books Collaborate? Cross-Domain Collaborative Filtering
for Sparsity Reduction. In Proceedings of the Twenty-First
International Joint Conference on Artificial Intelligence (IJCAI '09),
Pasadena, CA, USA, July 11-17, 2009. (PDF)
- Sinno Jialin Pan, Ivor W. Tsang,
James T. Kwok and Qiang Yang. Domain Adaptation via Transfer Component
Analysis. In Proceedings of the Twenty-First International Joint
Conference on Artificial Intelligence (IJCAI '09), Pasadena, CA,
USA, July 11-17, 2009. (PDF)
- Derek Hao Hu, Xian-Xing Zhang,
Jie Yin, Vincent Wenchen Zheng and Qiang Yang. Abnormal Activity
Recognition based on HDP-HMM Models. In Proceedings of the
Twenty-First International Joint Conference on Artificial Intelligence (IJCAI
'09), Pasadena, CA, USA, July 11-17, 2009. (PDF)
- Jie Yin, Derek Hao Hu and Qiang
Yang. Spatio-temporal Event Detection Using Dynamic Conditional Random
Fields. In Proceedings of the Twenty-First International Joint
Conference on Artificial Intelligence (IJCAI '09), Pasadena, CA,
USA, July 11-17, 2009. (PDF)
- Hankui Zhuo, Derek Hao Hu, Chad
Hogg, Qiang Yang and Hector Munoz-Avila. Learning HTN Method
Preconditions and Action Models from Partial Observations. In Proceedings of the Twenty-First International Joint Conference on Artificial
Intelligence (IJCAI '09), Pasadena, CA, USA, July 11-17, 2009. (PDF)
- Bin Li, Qiang Yang and Xiangyang
Xue. Transfer Learning for Collaborative Filtering via a Rating-Matrix
Generative Model. In Proceedings of the 26th International
Conference on Machine Learning (ICML '09), Montreal, Canada,
2009. (PDF)
- Wenyuan Dai, Ou Jin, Gui-Rong
Xue, Qiang Yang and Yong Yu. EigenTransfer: Learning Graph Spectra for
Transfer Learning. In Proceedings of the 26th International
Conference on Machine Learning (ICML '09), Montreal, Canada,
2009. (PDF)
- Huanhuan Cao, Derek Hao Hu, Dou
Shen, Daxin Jiang, Jian-Tao Sun, Enhong Chen and Qiang Yang. Context-aware Query Classification. In
Proceedings of the 32nd Annual
ACM SIGIR Conference (SIGIR '09), Boston MA USA, July 19-23 2009.
(PDF).
2008 and before
- Jun Yan, Ning Liu, Qiang Yang,
Weiguo Fan, Zheng Chen: TOFA: Trace Oriented Feature Analysis in Text
Categorization.
IEEE
ICDM 2008: 668-677
- Wenyuan Dai, Yuqiang Chen,
Gui-Rong Xue, Qiang Yang, and Yong Yu. Translated Learning. In Proceedings of Twenty-Second Annual Conference on Neural Information
Processing Systems (NIPS 2008), December 8, 2008, Vancouver,
British Columbia, Canada. (Link)
- Hankui Zhuo, Lei Li, Qiang Yang
and Rui Bian: Learning Action Models with Quantified Conditional Effects
for Software Requirement Specification.
ICIC (1) 2008:
874-881
- Hui Xue, Songcan Chen,
Qiang Yang: Structural Support Vector Machine.
ISNN (1) 2008: 501-511
- Bin Cao, Jian-Tao Sun, Jianmin
Wu, Qiang Yang and Zheng Chen, Learning Bidirectional Similarity for
Collaborative Filtering. In Proceedings of the 2008 European
Conference on Machine Learning and Principles and Practice of Knowledge
Discovery in Databases (ECML/PKDD 2008), Antwerp, Belgium.
September 2008. pp. 178-194.
- Derek Hao Hu, Sinno Jialin Pan,
Vincent Wenchen Zheng, Nathan Nan Liu and Qiang Yang. Real World Activity
Recognition with Multiple Goals. In Proceedings of the Tenth
International Conference on Ubiquitous Computing (Ubicomp 2008),
Seoul, South Korea September, 2008. pages 30-39 (PDF)
- Xiao Ling, Wenyuan Dai, Gui-Rong
Xue, Qiang Yang, and Yong Yu. Cross-Domain Spectral Learning. In Proceedings of the Fourteenth ACM SIGKDD International Conference on
Knowledge Discovery and Data Mining (ACM KDD 2008), Las Vegas, Nevada,
USA, August 24-27, 2008. 488-496 (PDF)
- Nathan Liu and Qiang Yang. EigenRank: Collaborative Filtering via Rank Aggregation. In
Proceedings of the 31st Annual International ACM SIGIR Conference (ACM
SIGIR 08), Singapore, 20-24 July 2008. pp. 83-90 2008. (PDF)
- Guirong Xue, Wenyuan Dai, Qiang
Yang and Yong Yu. Topic-bridged PLSA for Cross-Domain Text Classification.
In Proceedings of the 31st Annual International ACM SIGIR Conference
(ACM SIGIR 08), Singapore, 20-24 July 2008. 627-634 (PDF)
- Guirong Xue, Dikan Xing, Qiang
Yang and Yong Yu. Deep
Classification in Large-scale Text Hierarchies.
In Proceedings of the 31st Annual International ACM SIGIR Conference,
(ACM SIGIR 08), Singapore, 20-24 July 2008.619-626 (PDF)
- Jian Hu, Lujun Fang, Yang Cao,
Hua-Jun Zeng, Hua Li, Qiang Yang and Zheng Chen. Enhancing Text
Clustering by Leveraging Wikipedia Semantics. In Proceedings of the
31st Annual International ACM SIGIR Conference (ACM SIGIR 08),
Singapore, 20-24 July 2008. 179-186 (PDF)
- Hua-yan Wang, Qiang Yang and
Hongbin Zha. Adaptive p-Posterior Mixture-Model Kernels for Multiple
Instance Learning. In Proceedings of the 25th International
Conference on Machine Learning (ICML 2008), Helsinki, Finland, July 5-9,
2008. 1136-1143 (PDF)
- Hua-yan Wang, Qiang Yang, Hongbin
Zha and Hong Qin. Dirichlet Component Analysis: Feature Extraction for
Compositional Data. In Proceedings of the 25th International
Conference on Machine Learning (ICML 2008), Helsinki, Finland. July 5-9,
2008. 1128-1135 (PDF)
- Wenyuan Dai, Qiang Yang, Gui-Rong
Xue and Yong Yu. Self-taught Clustering. In Proceedings of the
25th International Conference on Machine Learning (ICML 2008), Helsinki,
Finland, 5-9 July, 2008. 200-207 (PDF)
- Derek Hao Hu, Qiang
Yang. CIGAR: Concurrent
and Interleaving Goal and Activity Recognition.
In Proceedings of the 23rd AAAI Conference on Artificial Intelligence
(AAAI 08), Chicago, Illinois, USA. July 2008. 1363-1368 (PDF)
- Sinno Jialin Pan, James T. Kwok
and Qiang Yang. Transfer Learning via Dimensionality Reduction. In Proceedings of the 23rd AAAI Conference on Artificial Intelligence (AAAI
08), Chicago, Illinois, USA. July 2008. 677-682 (PDF)
- Sinno Jialin Pan, Dou Shen, Qiang
Yang and James T. Kwok. Transferring Localization Models Across Space.
In Proceedings of the 23rd AAAI Conference on Artificial Intelligence
(AAAI 08), Chicago, Illinois, USA. July 2008. 1383-1388 (PDF)
- Vincent W. Zheng, Sinno Jialin
Pan, Qiang Yang and Jeffrey J. Pan. Transferring Multi-device
Localization Models using Latent Multi-task Learning. In Proceedings
of the 23rd AAAI Conference on Artificial Intelligence (AAAI 08),
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Proceedings of the 13th International Joint Conference on Artificial
Intelligence, IJCAI-93. Chambéry, France, August 28 -September 3,
1993. Morgan Kaufmann, 1993, 1374-1379. (PDF)
- Fahiem Bacchus, Qiang Yang: The Expected Value of Hierarchical Problem-Solving. In
Proceedings of
the 10th National Conference on Artificial Intelligence, San Jose, CA,
July 12-16, 1992. The AAAI Press / The MIT Press. AAAI-92. Pages
369-374. (PDF)
- Eugene Fink and Qiang Yang Automatically Abstracting the Effects of Operators. In
Proceedings of
the First International Conference on AI Planning Systems (AIPS-92),
June 1992, Maryland, USA. Pages 243-251. (PDF)
- Eugene Fink and Qiang Yang, Formalizing Plan Justifications. In Proceedings of the Canadian
Artificial Intelligence Conference (Canadian AI '92), May 1992,
Vancouver, BC Canada. Pages 9-14. (PDF)
- David E. Foulser, Ming Li, Qiang
Yang: A Quantitative Theory for Plan Merging. In Proceedings of
the 9th National Conference on Artificial Intelligence, July 14-19,
1991. AAAI Press / The MIT Press, 1991. AAAI 1991: 673-678 (PDF)
- Craig A. Knoblock, Josh D.
Tenenberg, Qiang Yang: Characterizing Abstraction Hierarchies for
Planning. In Proceedings of the 9th National Conference on Artificial
Intelligence, July 14-19, 1991. AAAI Press / The MIT Press, 1991. AAAI 1991: 692-697 (PDF)
- Fahiem Bacchus, Qiang Yang: The Downward Refinement Property. In
Proceedings of the 12th
International Joint Conference on Artificial Intelligence, Sydney,
Australia, August 24-30, 1991. Morgan Kaufmann, 1991. IJCAI 1991:
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- Qiang Yang, An Algebraic
Approach to Conflict Resolution in Planning. In Proceedings of the
Eighth National Conference on Artificial Intelligence (AAAI-90),
August 1990, Boston, MA. Pages 40-45.
- Qiang Yang and Josh Tenenberg, ABTWEAK: Abstracting a Non-Linear Least Commitment Planner. In
Proceedings of the Eighth National Conference on Artificial Intelligence
(AAAI-90), August, 1990, Boston, MA. pages 204-209. (PDF)
- Qiang Yang, Preprocessing
Hierarchical Planning Knowledge for Efficient Planning. In Proceedings of the 9th European Conference on Artificial Intelligence
(ECAI-90), August 1990, Stockholm, Sweden. Pages 732-737.
- Qiang Yang, Solving the
Generalized Hitting Set Problems. In Proceedings of the 9th European
Conference on Artificial Intelligence (ECAI-90), August 1990,
Stockholm, Sweden. Pages 738-743.
- Qiang Yang, Solving the
Problem of Hierarchical Inaccuracy in Planning. In Proceedings of the
Eighth Biennial Conference of the Canadian Society for Computational Studies
of Intelligence (Canadian AI '90), May 1990, Ottawa, Ontario,
Canada. Pages 140-145.
- Q. Yang, D. S. Nau, and
J. Hendler. Optimization of multiple-goal plans with limited interaction.
In Proc. DARPA Workshop on Innovative Approaches to Planning, Scheduling
and Control, 1990. USA.
- Qiang Yang and Dana S. Nau,
Preprocessing Search Spaces for Branch and bound Search, In Proceedings
of the Eleventh International Joint Conference on Artificial Intelligence
(IJCAI-89), August 1989, Detroit, Michigan. Pages 349-353. (PDF)
- Q. Yang and D. S. Nau.
Optimization of multiple goal plans in automated manufacturing. In
Proceedings of the First SIGMAN Workshop on Manufacturing Planning, Aug.
1989.
- M. Ssemakula, Dana S.
Nau, R. Rangachar, and Qiang Yang. An AI approach to process
sequencing. Advances in Manufacturing Engineering 1:271-276, 1989.
- Dana S. Nau, Qiang
Yang, and James Hendler. Planning for multiple goals with limited interactions. Fifth IEEE Conference
on Artificial Intelligence Applications, Miami, Florida, USA 1989.
- Qiang Yang, Dana S.
Nau, and James Hendler. An
approach to multiple-goal planning with limited interactions. AAAI Spring
Symposium, Stanford University, CA USA 1989
- M. E. Ssemakula,
Dana S. Nau, R. M. Rangachar, and Qiang Yang. Optimal process sequencing in
CAPP systems. Society of Manufacturing Engineers, MS88-728, 1988. (PDF)
- Dana S. Nau, Raghu Karinthi, G. Vanecek,
Jr., and Qiang Yang. Integrating AI and solid modeling for design and
process planning. Second IFIP Working Group 5.2 Workshop on Intelligent CAD,
University of Cambridge, Sept. 1988.
- Dana S. Nau, Nick Ide, Raghu Karinthi,
George Vanecek, Jr., and Qang Yang. Solid modeling and geometric reasoning
for design and process planning. Third International Conf. CAD/CAM,
Robotics, and Factories of the Future, Aug. 1988
- Han Yu, Chunyan Miao, Cyril Leung, Yiqiang Chen, Simon Fauvel, Victor
R. Lesser and Qiang Yang. Mitigating Herding in Hierarchical
Crowdsourcing Networks. Scientific Reports - Nature, Vol. 6,
No. 4, Dec 2016. url = http://dx.doi.org/10.1038/s41598-016-0011-6
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Han Yu, Zhiqi Shen, Chunyan Miao, Cyril Leung, Yiqiang Chen, Simon
Fauvel, Jun Lin, Lizhen Cui, Zhengxiang Pan and Qiang Yang. A dataset
of human decision-making in teamwork management. Scientific
Data - Nature, Vol. 4, Jan 2017. URL: https://doi.org/10.1038%2Fsdata.2016.127
- Qiang Yang: Cross-Domain Data Fusion. IEEE Computer 49(4): 18 (2016)
- Weike Pan, Qiang Yang, Yuchao Duan, Zhong Ming: Transfer Learning
for Semisupervised Collaborative Recommendation. TiiS 6(2): 10:1-10:21
(2016)
- Chen Luo, Jia Zeng, Mingxuan Yuan, Wenyuan Dai, Qiang Yang: Telco
User Activity Level Prediction with Massive Mobile Broadband Data. ACM
TIST 7(4): 63:1-63:30 (2016)
- Ying Wei, Yangqiu Song, Yi Zhen, Bo Liu, Qiang Yang:
Heterogeneous Translated Hashing: A Scalable Solution Towards
Multi-Modal Similarity Search. ACM TKDD 10(4): 36:1-36:28
(2016)
- Chuanren Liu, Kai Zhang, Hui Xiong, Guofei Jiang, Qiang Yang:
Temporal Skeletonization on Sequential Data: Patterns, Categorization,
and Visualization. IEEE Trans. Knowl. Data Eng. 28(1): 211-223
(2016)
- Hengjie Song, Yonghui Xu, Huaqing Min, Qingyao Wu, Wei Wei,
Jianshu Weng, Xiaogang Han, Qiang Yang, Jialiang Shi, Jiaqian Gu,
Chunyan Miao, Toyoaki Nishida:Individual Judgments Versus Consensus:
Estimating Query-URL Relevance. ACM TWEB 10(1): 3:1-3:21 (2016)
- Shu Kong, Zhuolin Jiang, Qiang Yang: Modeling Neuron
Selectivity Over Simple Midlevel Features for Image Classification.
IEEE Transactions on Image Processing 24(8): 2404-2414 (2015)
- Mingsheng Long, Jianmin Wang, Guiguang Ding, Dou Shen, Qiang
Yang: Transfer Learning with Graph Co-Regularization. IEEE Trans.
Knowl. Data Eng. 26(7): 1805-1818 (2014)
- Ben Tan, ErHeng Zhong, Evan Wei Xiang, Qiang Yang: Multi-transfer:
Transfer learning with multiple views and multiple sources. Statistical
Analysis and Data Mining 7(4): 282-293 (2014)
- Yuanchun Zhou, MingJie Tang, Weike Pan, Jinyan Li, Weihang Wang,
Jing Shao, Liang Wu, Jianhui Li, Qiang Yang, Baoping Yan: Bird Flu
Outbreak Prediction via Satellite Tracking. IEEE Intelligent Systems
29(4): 10-17 (2014)
- Hankz Hankui Zhuo, Hector Muñoz-Avila and Qiang Yang. "Learning
Hierarchical Task Network Domains from Partially Observed Plan Traces."
In Artificial
Intelligence Journal. 2014.
- Weike Pan, Qiang Yang. "Transfer
learning in heterogeneous collaborative filtering domains." Artificial Intelligence
Journal. 197: 39-55 (2013)
- Hankz Hankui Zhuo and Qiang Yang. Action-model acquisition for planning via transfer learning. Artificial Intelligence Journal (AIJ). volume 212, July 2014, Pages 80-103. (Link)
- Yin Zhu, ErHeng Zhong, Zhongqi Lu, Qiang Yang: Feature
engineering for semantic place prediction. Pervasive and Mobile
Computing 9(6): 772-783 (2013)
- ErHeng Zhong, Ben Tan, Kaixiang Mo, Qiang Yang: User demographics
prediction based on mobile data. Pervasive and Mobile Computing 9(6):
823-837 (2013)
- Xiang Wan, Can Yang, Qiang Yang, Hongyu Zhao, Weichuan Yu:
HapBoost: A Fast Approach to Boosting Haplotype Association Analyses in
Genome-Wide Association Studies. IEEE/ACM Trans. Comput. Biology
Bioinform. 10(1): 207-212 (2013)
- ErHeng Zhong, Wei Fan, Qiang Yang: User behavior learning and transfer in composite social networks. TKDD 8(1): 6 (2014)
- Weike Pan and Qiang Yang. Transfer Learning in
Heterogeneous Collaborative Filtering Domains. Artificial
Intelligence Journal (AIJ), 197:39–55, April 2013. (Link)
- Vincent W. Zheng, Yu Zheng, Xing Xie and Qiang Yang. Towards mobile intelligence: Learning from GPS history data for collaborative recommendation. Artificial Intelligence Journal (AIJ), 184-185 (2012) 17-37. (PDF)
- 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) (Link,
PDF)
- Jeffrey Junfeng Pan, Sinno Jialin Pan, Jie Yin, Lionel M. Ni, Qiang
Yang, "Tracking Mobile Users in Wireless Networks via Semi-Supervised
Colocalization," IEEE Transactions on Pattern Analysis and Machine
Intelligence (IEEE PAMI), pp. 587-600, March, 2012 (Link,
PDF)
- Derek Hao Hu, Vincent Wenchen Zheng and Qiang Yang. Cross-domain
activity recognition via transfer learning.
Journal of
Pervasive and Mobile Computing. Volume 7, Issue 3, June 2011, Pages
344-358. (PDF)
- Can Yang, Xiang Wan, Qiang Yang, Hong Xue, Nelson LS Tang and Weichuan
Yu. A hidden two-locus disease association pattern in genome-wide
association studies. BMC Bioinformatics 2011, 12:156 (PDF)
- Can Yang, Xiaowei Zhou, Xiang Wan, Qiang
Yang, Hong Xue and Weichuan Yu.
Identifying disease-associated SNP clusters via contiguous outlier detection.
Bioinformatics. 2011.
- Can Yang, Xiang Wan, Zenyong
He, Qiang Yang, and Weichuan Yu.
The choice of
null distributions for detecting gene-gene interactions in genome-wide
association studies. BMC Bioinformatics. 2011.
- 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)
- Sinno Jialin Pan, Ivor W. Tsang, James T. Kwok and Qiang Yang. Domain Adaptation via Transfer Component Analysis. In
IEEE
Transactions on Neural Networks (IEEE TNN). Volume 22, Issue 2,
Pages 199-210, February 2011. (PDF)
-
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)
(PDF)
- Hankz Hankui Zhuo, Qiang Yang, Derek Hao Hu and Lei Li.
Learning Complex
Action Models with Quantifiers and Logical Implications. In Artificial Intelligence Journal
(AIJ).
Volume 174, Issue 18, December 2010, Pages 1540-1569. DOI
information: 10.1016/j.artint.2010.09.007 (PDF)
- Qiang Yang. Three Challenges in Data Mining.
Frontiers of Computer Science in China,
Volume 4, Number 3,
pp. 324-333. DOI: 10.1007/s11704-010-0102-7 (PDF)
- Wen Gao, YongHong Tian, Tiejun Huang and Qiang Yang. Vlogging: A survey of videoblogging technology on the web.
ACM Comput. Surv.Vol. 42, No. 4. (2010), pp. 1-57.
(PDF)
- Qi Liu, Qian Xu, Vincent W Zheng, Hong Xue, Zhiwei Cao and Qiang Yang.
Multi-task learning for cross-platform siRNA efficacy prediction: an in-silico study.
BMC Bioinformatics 2010, 11:181, doi:10.1186/1471-2105-11-181; (PDF)
- Sinno Jialin Pan, Qiang
Yang, A Survey on Transfer Learning, IEEE Transactions on Knowledge
and Data Engineering (IEEE
TKDE), 22(10):1345-1359, Oct. 2010. IEEE Computer Society (PDF)
- 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 Transactions on Knowledge and Data
Engineering (IEEE TKDE), 09 Feb. 2010. (PDF)
- Qian Xu, Sinno Jialin Pan, Hannah
Hong Xue, Qiang Yang, "Multitask Learning for Protein Subcellular
Location Prediction," IEEE/ACM Transactions on Computational Biology
and Bioinformatics, IEEE/ACM TCBB,
06 Apr. 2010 (PDF)
- Xiang Wan, Can Yang, Qiang Yang, Hong Xue, Xiao Fan, Nelson Tang and Weichuan Yu.
BOOST: a fast approach to detecting gene-gene interactions in genome-wide
case-control studies. The American Journal of Human Genetics, 10 September 2010 (Vol. 87, Issue 3,
pp. 325-340)
- Xiang Wan, Can Yang, Qiang Yang,
Hong Xue, Nelson LS Tang and Weichuan Yu. Identifying Main Effects and
Epistatic Interactions from Large-scale SNP Data via Adaptive Group Lasso.
BMC Bioinformatics 2010, 11(Suppl 1):S18. (Link)
- Xiang Wan, Can Yang, Qiang Yang,
Hong Xue, Nelson LS Tang and Weichuan Yu. SNPRuler: Predictive Rule
Inference for Epistatic Interaction Detection in Genome-wide Association
Studies. Bioinformatics, 26:30-37, 2010. (Link)
- Xiang Wan, Can Yan, Qiang Yang, Hong
Xue, Nelson Tang and Weichuan Yu.
Detecting two-locus associations allowing for interactions in genome-wide
association studies. Bioinformatics. 2010.
- 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) (PDF)
- Gui-Rong Xue, Jie Han, Yong Yu and Qiang Yang. User language model for collaborative personalized search.
ACM
Trans. Inf. Syst. 27(2): (2009) (PDF)
- Qian Xu, Derek Hao Hu, Hong Xue,
Weichuan Yu and Qiang Yang. Semi-supervised protein subcellular
localization. In BMC Bioinformatics. 2009, 10:S47
doi:10.1186/1471-2105-10-S1-S47. (PDF)
- Xiang Wan, Can Yang, Qiang Yang,
Hong Xue, Nelson LS Tang and Weichuan Yu. MegaSNPHunter: a learning
approach to detect disease predisposition SNPs and high level interactions
in genome wide association study. In BMC Bioinformatics. 2009,
10:13 doi:10.1186/1471-2105-10-13 (PDF)
- Can Yang, Zengyou He, Qiang Yang,
Hong Xue and Weichuan Yu. SNPHarvester: a filtering-based approach for
detecting epistatic interactions in genome-wide association studies. Bioinformatics. 2009 (doi:10.1093/bioinformatics/btn652) (PDF)
- 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)
- Hui Xue, Songcan Chen and Qiang
Yang: Discriminatively regularized least-squares classification.
Pattern Recognition 42(1): 93-104 (2009) (PDF)
- Ben Niu, Qiang Yang, Simon Chi
Keung Shiu and Sankar K. Pal: Two-dimensional Laplacianfaces method for
face recognition.
Pattern Recognition 41(10): 3237-3243 (2008) (PDF)
- Qiang Yang, Sinno Jialin Pan,
Vincent Wenchen Zheng, "Estimating Location Using Wi-Fi,"
IEEE
Intelligent Systems, vol.23, no.1, pp. 8-13, Jan/Feb, 2008 (PDF)
- Jie Yin, Qiang Yang,
Dou Shen and Ze-Nian Li, Activity Recognition via User-Trace
Segmentation. ACM Transactions on Sensor Networks (TOSN),
Volume 4,No. 4 (August 2008)
Article 19, 34 pages.(PDF)
- Jie Yin, Qiang Yang, Lionel M.
Ni, Learning Adaptive Temporal Radio Maps for Signal-Strength-Based
Location Estimation, IEEE Transactions on
Mobile Computing, vol. 7, no. 7, pp. 869-883, Jul., 2008 (PDF)
- Rong Pan, Qiang Yang and Sinno
Jialin Pan. Mining Competent Case Bases for Case-based Reasoning.Artificial
Intelligence (AIJ),171(16-17): 1039-1068 (2007) (PDF)
- Chunyan Miao, Qiang Yang, Haijing
Fang, Angela Goh: A cognitive approach for agent-based personalized
recommendation. Knowl.-Based Syst. 20(4): 397-405
- Qiang Yang. Learning Actions
from Data Mining Models. In Domain-driven Actionable Knowledge
Discovery, Longbing Cao (Eds.). IEEE Intelligent Systems.
July-Aug. 2007, Volume: 22, Issue: 4 Pages: 78-88 (Link,
PDF)
- 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) (PDF)
- Jie Yin, Qiang Yang, Jeffrey
Junfeng Pan, Sensor-Based Abnormal Human-Activity Detection, IEEE
Transactions on Knowledge and Data Engineering, vol. 20, no. 8, pp.
1082-1090, August, 2008. (Link,
PDF)
- Jinyan Li and Qiang Yang. Strong Compound-Risk Factors: Efficient Discovery through Emerging Patterns
and Contrast Sets. IEEE Transactions on Information Technology in
Biomedicine. Vol. 11, No. 5, Sept 2007. pp. 544-552. (PDF)
- Jeffrey Junfeng
Pan, Qiang Yang, Yiming Yang, Lei Li, Francis Tianyi Li and George Wenmin
Li. Cost-Sensitive-Data Preprocessing for Mining Customer Relationship
Management Databases,
IEEE Intelligent Systems. (Vol. 22, No.
1). Pages 46-51. January/February 2007 (Link,
PDF)
- Qiang Yang,
Kangheng Wu and Yunfei Jiang. Learning Action Models from Plan
Traces using Weighted MAX-SAT.;
Artificial Intelligence Journal (AIJ). Volume 171, Issues
2-3, February 2007, Pages 107-143 (PDF)
- Xiaoyong Chai and Qiang Yang. Reducing the Calibration Effort for Probabilistic Indoor Location Estimation.
IEEE Transactions on Mobile Computing (IEEE TMC).
June 2007 (Vol. 6, No. 6) pages 649-662. (PDF)
- Dou Shen, Qiang Yang, Zheng Chen. Noise Reduction through
Summarization for Web-page Classification. Information Processing
and Management: an international journal (IPM).43(6):
1735-1747 (2007)[PDF]
- Qiang Yang, Xindong Wu, et al. 10 Challenging Problems in Data Mining Research.
International
Journal of Information Technology and Decision Making. 5(4): 597-604
(2006)
- Qiang Yang, Jie
Yin, Charles X. Ling and Rong Pan. Extracting Actionable Knowledge from
Decision Trees. IEEE Transactions on Knowledge and Data Engineering (IEEE
TKDE), 19(1) January 2007. Pages 43-56. (PDF)
- Dou Shen, Rong Pan, Jian-Tao Sun,
Jeffrey J. Pan, Kangheng Wu, Jie Yin and Qiang Yang. Query Enrichment for
Web-query Classification. ACM Transactions on Information Systems
(ACM TOIS). Vol. 24, No. 3, July 2006 Pages 320-352. (PDF)
- Jun Yan, Benyu Zhang, Shuicheng
Yan,Ning Liu, Qiang Yang, Qiansheng, Cheng, Hua Li, Zheng Chen and Wei-Ying
Ma. A Scalable Supervised Algorithm for Dimensionality Reduction on
Streaming Data, 2006, Information
- Jeffrey J. Pan, James T. Kwok,
Qiang Yang and Yiqiang Chen. Multidimensional vector regression for
accurate and low-cost location estimation in pervasive computing. InIEEE Transactions on Knowledge and Data Engineering
(IEEE TKDE)
(Vol. 18, No. 9) pp. 1181-1193 (http://doi.ieeecomputersociety.org/10.1109/TKDE.2006.145) Sept.
2006. (PDF).
- Shuicheng Yan, D. Xu, L. Zhang,
Q. Yang, X. Tang and H. Zhang. Multilinear Discriminant Analysis for Face
Recognition, IEEE Transactions on Image Processing (IEEE TIP),
Vol. 16,No. 1 pp. 212-220. Jan. 2007.(PDF)
- Shuicheng Yan, D. Xu, B. Zhang,
H. Zhang, Q. Yang and S. Lin. Graph Embedding and Extensions: A General
Framework for Dimensionality Reduction, IEEE Transactions on Pattern
Analysis and Machine Intelligence (IEEE PAMI).
29(1): 40-51 (2007) (PDF)
- Yonghong Tian, Qiang Yang, Tiejun
Huang, Charles X. Ling and Wen Gao. Learning Contextual Dependency
Network Models for Link-based Classification. IEEE Transactions on
Knowledge and Data Engineering (IEEE TKDE).
November 2006 (Vol. 18, No. 11)
pp. 1482-1496 (http://doi.ieeecomputersociety.org/10.1109/TKDE.2006.178)
(PDF)
- Charles X. Ling, Victor S. Sheng,
and Qiang Yang, Test Strategies for Cost-Sensitive Decision Trees,
IEEE Transactions on Knowledge and Data Engineering
(IEEE
TKDE), 18(8):1055- 1067. August 2006. (Digital Object Identifier
10.1109/TKDE.2006.131) (PDF)
- Yiqiang Chen, Qiang Yang, Jie Yin
and Xiaoyong Chai. Power-efficient access-point selection for
indoor location estimation. IEEE Transactions on Knowledge and Data Engineering
(IEEE TKDE).
18(7):877:888. July 2006. Digital Object Identifier 10.1109/TKDE.2006.112.
(PDF)
- David W. Aha, David McSherry and
Qiang Yang. Advances in conversational case-based reasoning.
The Knowledge Engineering Review
- ,
Volume 20,
Issue 03, pp 247-254, doi: 10.1017/S0269888906000531, Published online by
Cambridge University Press. 08 May, 2006. (PDF)
- Qiang Yang,
Charles X. Ling, Xiaoyong Chai, Rong Pan: Test-Cost Sensitive
Classification on Data with Missing Values. IEEE Trans. Knowl. Data
Eng. (IEEE TKDE)
18(5): 626- 638. May 2006. (PDF)
- Jun Yan, Ning Liu, Qiang Yang, Benyu Zhang, Qiansheng Cheng, and Zheng Chen:
Mining Adaptive Ratio Rules from Distributed Data Sources.
Data Min. Knowl. Discov. 12 (DMKD Journal) (2-3): 249-273
(May 2006) (PDF)
- Charles
Ling and Qiang Yang: Discovering Classification from Data of Multiple
Sources.
Data Min. Knowl. Discov. (DMKD Journal)
12(2-3): 181-201 (May 2006) (DOI: 10.1007/s10618-005-0013-7) (PDF)
- Gui-Rong
Xue, Yong Yu, Dou Shen, Qiang Yang, Hua-Jun Zeng and Zheng Chen: Reinforcing Web-object Categorization Through Interrelationships.
Data Min. Knowl. Discov. (DMKD Journal) 12(2-3): 229-248
(May 2006) (DOI: 10.1007/s10618-005-0015-5) (PDF)
- Jun Yan,
Benyu Zhang, Ning Liu, Shuicheng Yan, Qiansheng Cheng,Weiguo Fan, Qiang
Yang, Wensi Xi and Zheng Chen. Effective and Efficient Dimensionality
Reduction for Large-scale and Streaming Data Preprocessing IEEE
Transactions on Data and Knowledge Engineering, (IEEE TKDE),
(Vol. 18, No. 3) pp. 320-333. (Digital
Object Identifier 10.1109/TKDE.2006.45) March 2006 (PDF)
- Ke Wang,
Senqiang Zhou, Qiang Yang and J.M.S. Yeung. Mining customer value: from
association rules to direct marketing, International Journal of Data Mining and Knowledge Discovery (DMKD Journal),
Vol. 11, No. 1, July 2005, 57-80 (PDF)
- Dequan Li,
Yan Fu, Ruixiang Sun, Charles X. Ling , Yonggang Wei , Hu Zhou, Rong Zeng ,
Qiang Yang , Simin He and Wen Gao.
pFind: A novel database-searching software system for automated peptide and
protein identification via tandem mass spectrometry Bioinformatics Journal.2005; 21(13): 3049-3050.
- Chenyong Hu, Benyu Zhang, Y. Wang, Shuicheng Yan, Zheng Chen, Qiang Wang and Qiang
Yang. Learning Quantifiable Associations via Principal Spars Non-negative
Matrix Factorization, Intelligent Data Analysis: An International
Journal, Vol. 9 Issue 6, pages: 603-620.
2005. (PDF)
- 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 Journal 20(12): 1948-1954 (2004)
- Qiang Yang,
Ian Tianyi Li and Ke Wang, Building Association Rule Based Sequential
Classifiers for Web Document Prediction, Journal of Data Mining and
Knowledge Discovery (DMKD Journal), Volume 8, Issue 3, May
2004. Pp. 253-273. (PDF)
- R.M. Shen, P. Han, F. Yang, Q. Yang. J. Huang.
Data Mining and Case-based Reasoning for Distance Learning.
International Journal of Distance Learning Technologies. Special Issue
on Web-based Learning Systems. Vol. 1, No. 3, pp. 46--58. July--September
2003.
- Qiang Yang,
Yong Wang and Zhong Zhang. SANet: An Intelligent Service Agent Network
for Call-Center Scheduling. IEEE Transactions on Systems, Man and
Cybernetics (IEEE SMC Part A). Vol. 33, No. 3, May 2003.
pp. 396--406. (PDF)
- Qiang Yang,
Tianyi Li and Ke Wang. Web-log Cleaning for Constructing Sequential
Classifiers. In
International Journal of Applied Artificial Intelligence,
May/June
2003. Vol. 17 No. 5 (2003) Pages 431-441.(PDF)
- Qiang Yang
and Henry Haining Zhang. Web-Log Mining for Predictive Caching. IEEE Transactions of Knowledge and Data Engineering
(IEEE TKDE).
Vol. 15, No. 4, July/August 2003. Pages 1050-1053. (PDF)
- Yi-Dong
Shen, Jia-Huai You, Li-Yan Yuan, Samuel S. P. Shen and Qiang Yang. A
Dynamic Approach to Characterizing Termination of General Logic Programs,
ACM Transactions on Computational Logic (ACM TOCL).
4(4), Oct. 2003, pages 1-14 (PDF)
- Shichao Zhang, Chengqi Zhang, Qiang Yang: Data Preparation for
Data Mining. Applied Artificial Intelligence 17(5-6): 375-381 (2003) (PDF)
- Qiang
Yang, Joshua Huang and Michael Ng. A Data Cube Model for
Prediction-Based Web Prefetching. Journal of Intelligent Information
Systems. Kluwer Academic Publishers. 20(1): 11-30; Jan 2003 (PDF)
- Zhong Su,
Qiang Yang, Hong-Jiang Zhang, Xiaowei Xu, Yu-Hen Hu, S. Ma. Correlation-based Web-Document Clustering for Web Interface Design.
International Journal Knowledge and Information Systems. Springer.
(KAIS Journal) 4(2):151-167. 2002 (PDF)
- Zhong Zhang
and Qiang Yang. Feature Weight Maintenance in Case Bases Using
Introspective Learning. Journal of Intelligent Information Systems,
Springer. Vol. 16, Pages 95-116, 2001. (PDF)
- Qiang Yang
and Henry Haining Zhang.
Integrating Web Prefetching and Caching Using Prediction Models.
World Wide Web Journal. (WWW Journal) Kluwer Academic
Publishers. Vol. 4 No. 4, 2001. Pages 299-321
- Kirsti
Racine and Qiang Yang. Redundancy Detection in Semi-structured Case Bases.
In IEEE Transactions on Knowledge and Data Engineering (IEEE
TKDE). Vol. 13 No. 3 May/June 2001. Pages 513-518. IEEE Computer
Society. (PDF)
- Qiang Yang
and Jun Zhu. A Case-addition Policy for Case-based Reasoning. Computational Intelligence Journal, Special Issue on Case-based
Maintenance. Blackwell Publishers, Boston MA UK. Vol. 17, No. 2, May 2001.
Pages 250--262. (PDF)
- Qiang Yang
and Jing Wu. Enhancing the Effectiveness of Interactive Case-Based
Reasoning with Clustering and Decision Forests. In
Applied Intelligence Journal. 14(1), pp. 49-64, 2001. (PDF)
- Sheng Li
and Qiang Yang. ActiveCBR: An Agent System that Integrates Case-based
Reasoning and Active Databases.
International Journal of Knowledge and Information Systems
(KAIS Journal). (May 2001) 3(2): 225-251. Springer-Verlag (PDF)
- Steven
Woods and Qiang Yang. Program Understanding as Constraint Satisfaction:
Representation and Reasoning Techniques. Automated Software
Engineering Journal, (ASE Journal) Vol. 5, No. 2, Apr. 1998.
Pages 147-181. (PDF)
- Alex
Quilici, Qiang Yang and Steven Woods. Applying Plan Recognition
Algorithms to Program Understanding. In Automated Software
Engineering Journal, Kluwer Aca demic Publishers, (ASE Journal)
5(2): 147-181; Apr 1998. (PDF)
- Eugene Fink and Qiang Yang. Automatically Selecting and Using Primary Effects in
Planning: Theory and Experiments In Artificial Intelligence Journal
(AIJ) 89 (1997) pages 1-30. (PDF)
- Qiang Yang,
Josh Tenenberg and Steven Woods. On the Implementation and Evaluation of
ABTWEAK In Computational Intelligence Journal. Vol. 12, Number 2,
1996. Pages 295-318. Blackwell Publishers. (PDF)
[bibtex]
- Subbarao
Kambhampati, Craig Knoblock and Qiang Yang. Planning as Refinement
Search: A Unified Framework for Evaluating Design Tradeoffs in Partial-Order
Planning.Artificial Intelligence
Journal (AIJ), Vol. 75, No. 3. 1995. Pages 167-238
[PDF]
- Fahiem
Bacchus and Qiang Yang, Downward Refinement and the Efficiency of
Hierarchical Problem Solving. Artificial Intelligence Journal
(AIJ), Vol. 71, No. 1. Pages 43-100, Nov. 1994. (PDF)
- Qiang Yang
and Cheryl Murray. An Evaluation of the Temporal Coherence Heuristic for
Partial-Order Planning. Computational Intelligence Journal, Blackwell
Publishers, pp. 245-267, 10(3), 1994. (PDF)
- Qiang Yang. A Theory of Conflict Resolution in Planning. Artificial
Intelligence Journal (AIJ) Vol. 58, No. 1-3, pp. 361-392.
1992. (PDF)
- Dave E.
Foulser, Ming Li and Qiang Yang, Theory and Algorithms for Plan Merging.
Artificial Intelligence Journal (AIJ), Vol. 57,
No. 2-3, pp. 143-182. 1992. (PDF)
- Qiang Yang,
Dana S. Nau and James Hendler, Merging Separately Generated Plans with
Restricted Interactions. Computational Intelligence Journal. Vol.
8, No. 4, pp. 648-676. 1992. (PDF
- Raghu
Karinthi, Dana S. Nau, and Qiang Yang, Handling Feature Interactions in
Process-Planning. Journal of Applied Artificial Intelligence.
Vol. 6, No. 4, October-December Issue. Pages 389-415. Hemisphere Publishers.
1992. (Link)
- Qiang Yang, Formalizing Planning Knowledge for
Hierarchical Planning. Computational Intelligence Journal, 6(2),
(1990), pp. 12-24. (PDF)
Books
- Crafting Your Research Future -- A Guide to Successful Master's and Ph.D. Degrees in Science & Engineering.
Charles Ling and Qiang Yang. Morgan&Claypool Publishers, May
2012. Chinese version: Tsinghua University Press. Nov 2012.
-
Intelligent Planning --- A Decomposition and Abstraction Based
Approach. Qiang Yang, Springer Verlag, 1997.
- See a book review by Fausto Giunchiglia and Luca
Spalazzi in the
Artificial Intelligence Journal.
-
Constraint-based Design Recovery for Software Reengineering: Theory
and Experiments.
Steven Woods,
Alex Quilici and
Qiang Yang. Kluwer Academic Publishers, Dec. 1997.
Book Chapters
- Weike
Pan, ErHeng Zhong, Qiang Yang: Transfer Learning for Text Mining.
Mining Text Data 2012: Charu C. Aggarwal and ChengXiang Zhai (Editors).
Springer. Pages 223-257. 2012
-
Evan Wei Xiang, Nathan N. Liu and Qiang Yang.
Distributed Transfer Learning via Cooperative Matrix Factorization.
In `Scaling up Machine Learning: Parallel and Distributed Approaches.' Ron
Bekkerman, Mikhail Bilenko and John Langford (Editors). Chapter 19.
Cambridge University Press (December 30, 2011) Pages 331-350. 2011
-
Yin Zhu, Vincent W. Zheng and Qiang Yang.
Activity Recognition from Trajectory Data. In Computing with Spatial
Trajectories. Yu Zheng and Xiaofang Zhou (eds.), Chapter 6, Springer,
November 2011.
-
Sinno J. Pan, Vincent W. Zheng and Qiang
Yang. Transfer Learning and Its Application for WiFi Localization
Problems. In Machine Learning and Applications. Zhi-Hua Zhou and Jue
Wang (eds.), Chapter 3, Tsinghua University Press, 2009.
-
Qiang Yang. Post-processing Data Mining
Models for Actionability. In Data Mining for Business Applications,
Chapter 1, pages 1-29. Eds: Longbing Cao, Phlilip S. Yu, Chengqi Zhang,
Huaifeng Zhang. Springer 2009.
-
Hui Xue, Qiang Yang and Song-can Chen.
SVM: Support Vector Machines. In The Top Ten Algorithms in Data
Mining. Chapter 3, pages 31-60. Eds: Xindong Wu and Vipin Kumar.
Chapman & Hall/CRC 2009.
-
Qiang Yang, Charles Ling and Jianfeng Gao.Mining
Web Logs for Actionable Knowledge. Intelligent Technology for
Information Analysis. Chapter 8, Pages 169—190. Eds. Ning Zhong
and Jiming Liu. Springer. 2004.
-
Qiang Yang. Data
Mining and Machine Learning on the Web. Invited chapter for
the Internet Encyclopedia, John Wiley and Sons.
527--536. Dec 2003/Jan 2004.
-
Qiang Yang, Charles X. Ling, Jianfeng Gao
Mining Web Logs for Actionable Knowledge. Invited chapter for the
book Intelligent Technologies for Information Analysis.
Chapter 8. Springer. pp. 170-191. 2004.
-
Qiang Yang, Christina Carrick, Joyce Lam,
Yong Wang and Hui Zhang. Exploiting Intelligent Agents and Data Mining
for Electronic Commerce. Refereed, Chapter 9: Electronic Commerce
Technology Trends: Challenges and Opportunities, ed. Weidong Kou,
Yelena Yesha, p.115-134, IBM Press, 2000.
Edited Conference Proceedings and Special Issues
- Qiang Yang, Feng Zhao: Artificial Intelligence on Mobile Devices: An Introduction to the Special Issue. AI Magazine 34(2): 9-10 (2013)
- Xiaohua Hu, Tsau Young Lin, Vijay Raghavan, Benjamin W. Wah,
Ricardo A. Baeza-Yates, Geoffrey Fox, Cyrus Shahabi, Matthew Smith,
Qiang Yang, Rayid Ghani, Wei Fan, Ronny Lempel, Raghunath Nambiar
(Eds.): Proceedings of the 2013 IEEE International Conference on Big Data, 6-9 October 2013, Santa Clara, CA, USA. IEEE 2013, ISBN 978-1-4799-1292-6
- Wei Fan, Albert Bifet, Qiang Yang, Philip S. Yu (Eds.): Proceedings
of the 2nd International Workshop on Big Data, Streams and
Heterogeneous Source Mining: Algorithms, Systems, Programming Models
and Applications, BigMine 2013, Chicago, IL, USA, August 11, 2013. ACM 2013, ISBN 978-1-4503-2324-6
- Qiang Yang, Irwin King, Qing Li, Pearl Pu, George Karypis (Eds.): Seventh ACM Conference on Recommender Systems, RecSys '13, Hong Kong, China, October 12-16, 2013. ACM 2013, ISBN 978-1-4503-2409-0
- 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
- Masashi Sugiyama, Qiang Yang: Proceedings of the 2010 Asia
Conference on Machine Learning. Preface. Journal of Machine
Learning Research - Proceedings Track 13: i-xiv (2010)
- Bharat Rao, Balaji Krishnapuram, Andrew Tomkins, Qiang Yang:
Proceedings of the 16th ACM SIGKDD International Conference on
Knowledge Discovery and Data Mining (ACM KDD 2010) Washington, DC,
USA, July 25-28, 2010 ACM 2010
-
Charles Rich, Qiang Yang, Marc Cavazza, Michelle X. Zhou.
Proceedings of the 2010 International Conference on Intelligent User Interfaces, February 7-10, 2010, Hong Kong, China.
(LINK).
-
Ronghuai Huang, Qiang Yang, Jian Pei, João Gama, Xiaofeng Meng, Xue Li.
Advanced Data Mining and Applications, 5th International Conference, ADMA 2009, Beijing, China, August 17-19, 2009. Proceedings Springer 2009.
(LINK).
-
Z.-H. Zhou, H. Li, and Q. Yang.
Advances in Knowledge Discovery and Data Mining (Lecture Notes in Artificial Intelligence 4426)
- Proceedings of the 11th Pacific-Asia Conference on Knowledge
Discovery and Data Mining (PAKDD'07), Berlin: Springer, 2007. ISBN:
978-3-540-71700-3.
(LINK).
\
-
Jinyan Li, Qiang Yang, Ah-Hwee Tan.
Data Mining for Biomedical Applications, Proceedings of the PAKDD 2006 Workshop, BioDM 2006, Singapore, April 9, 2006, Proceedings Springer 2006.
(LINK).
- 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.
(LINK).
- 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)
- Daqing Zhang, Matthai Philipose, Qiang Yang: Introduction to the
special issue on intelligent systems for activity recognition. ACM TIST
2(1): 1 (2011)
- Carla P. Gomes, Qiang Yang: Introduction to special issue on computational sustainability. ACM TIST 2(4): 31 (2011)
- Zhi-Hua Zhou, Hang Li, Qiang Yang: Editorial: special issue on
selected papers of PAKDD 2007. Knowl. Inf. Syst. 19(2): 131-132 (2009)
- 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)
- 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)
- 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)
- 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)
- Shichao Zhang, Chengqi Zhang, Qiang Yang: Guest Editors'
Introduction: Information Enhancement for Data Mining. IEEE Intelligent
Systems 19(2): 12-13 (2004)
- Qiang Yang, Craig A. Knoblock, Xindong Wu: Guest Editors'
Introduction: Mining Actionable Knowledge on the Web. IEEE Intelligent
Systems 19(6): 30-31 (2004)
- Jinyan Li, Limsoon Wong, Qiang Yang: Guest Editors' Introduction:
Data Mining in Bioinformatics. IEEE Intelligent Systems 20(6): 16-18
(2005)
- Qiang Yang, Jie Tang, Lei Zhang, Bin Cao: Preface. J. Comput. Sci. Technol. 27(3): 451-454 (2012)