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Semantic ScholarWei-Ying Ma
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- affiliation: Microsoft Research
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2010 – today
- 2017
[c262]- [c261]Honghao Wei, Fuzheng Zhang, Nicholas Jing Yuan, Chuan Cao, Hao Fu, Xing Xie, Yong Rui, Wei-Ying Ma:
Beyond the Words: Predicting User Personality from Heterogeneous Information. WSDM 2017: 305-314 - [e6]Xueqi Cheng, Wei-Ying Ma, Huan Liu, Huawei Shen, Shizheng Feng, Xing Xie:
Social Media Processing - 6th National Conference, SMP 2017, Beijing, China, September 14-17, 2017, Proceedings. Communications in Computer and Information Science 774, Springer 2017, ISBN 978-981-10-6804-1 [contents] - [i7]Chen Xing, Wei Wu, Yu Wu, Ming Zhou, Yalou Huang, Wei-Ying Ma:
Hierarchical Recurrent Attention Network for Response Generation. CoRR abs/1701.07149 (2017) - [i6]Yalong Bai, Kuiyuan Yang, Wei-Ying Ma, Tiejun Zhao:
Automatic Dataset Augmentation. CoRR abs/1708.08201 (2017) - 2016
- [c260]Chen Xing, Yuan Wang, Jie Liu, Yalou Huang, Wei-Ying Ma:
Hashtag-Based Sub-Event Discovery Using Mutually Generative LDA in Twitter. AAAI 2016: 2666-2672 - [c259]Danqing Huang, Shuming Shi, Chin-Yew Lin, Jian Yin, Wei-Ying Ma:
How well do Computers Solve Math Word Problems? Large-Scale Dataset Construction and Evaluation. ACL (1) 2016 - [c258]Pengwei Wang, Lei Ji, Jun Yan, Lianwen Jin, Wei-Ying Ma:
Learning to Extract Conditional Knowledge for Question Answering using Dialogue. CIKM 2016: 277-286 - [c257]Fuzheng Zhang, Nicholas Jing Yuan, Defu Lian, Xing Xie, Wei-Ying Ma:
Collaborative Knowledge Base Embedding for Recommender Systems. KDD 2016: 353-362 - [c256]Di He, Yingce Xia, Tao Qin, Liwei Wang, Nenghai Yu, Tie-Yan Liu, Wei-Ying Ma:
Dual Learning for Machine Translation. NIPS 2016: 820-828 - [i5]Chen Xing, Wei Wu, Yu Wu, Jie Liu, Yalou Huang, Ming Zhou, Wei-Ying Ma:
Topic Augmented Neural Response Generation with a Joint Attention Mechanism. CoRR abs/1606.08340 (2016) - [i4]Yingce Xia, Di He, Tao Qin, Liwei Wang, Nenghai Yu, Tie-Yan Liu, Wei-Ying Ma:
Dual Learning for Machine Translation. CoRR abs/1611.00179 (2016) - 2015
- [c255]Yalong Bai, Kuiyuan Yang, Wei Yu, Chang Xu, Wei-Ying Ma, Tiejun Zhao:
Automatic Image Dataset Construction from Click-through Logs Using Deep Neural Network. ACM Multimedia 2015: 441-450 - [c254]Jinhui Yuan, Fei Gao, Qirong Ho, Wei Dai, Jinliang Wei, Xun Zheng, Eric Po Xing, Tie-Yan Liu, Wei-Ying Ma:
LightLDA: Big Topic Models on Modest Computer Clusters. WWW 2015: 1351-1361 - 2014
- [c253]Xuxu Chen, Yu Zheng, Yubiao Chen, Qiwei Jin, Weiwei Sun, Eric Chang, Wei-Ying Ma:
Indoor air quality monitoring system for smart buildings. UbiComp 2014: 471-475 - [c252]Yalong Bai, Wei Yu, Tianjun Xiao, Chang Xu, Kuiyuan Yang, Wei-Ying Ma, Tiejun Zhao:
Bag-of-Words Based Deep Neural Network for Image Retrieval. ACM Multimedia 2014: 229-232 - [i3]Jinhui Yuan, Fei Gao, Qirong Ho, Wei Dai, Jinliang Wei, Xun Zheng, Eric P. Xing, Tie-Yan Liu, Wei-Ying Ma:
LightLDA: Big Topic Models on Modest Compute Clusters. CoRR abs/1412.1576 (2014) - 2013
- [i2]Yalong Bai, Kuiyuan Yang, Wei Yu, Wei-Ying Ma, Tiejun Zhao:
Learning High-level Image Representation for Image Retrieval via Multi-Task DNN using Clickthrough Data. CoRR abs/1312.4740 (2013) - 2012
- [j45]Lei Wu, Xian-Sheng Hua, Nenghai Yu, Wei-Ying Ma, Shipeng Li:
Flickr Distance: A Relationship Measure for Visual Concepts. IEEE Trans. Pattern Anal. Mach. Intell. 34(5): 863-875 (2012) - [j44]Zaiqing Nie, Ji-Rong Wen, Wei-Ying Ma:
Statistical Entity Extraction From the Web. Proceedings of the IEEE 100(9): 2675-2687 (2012) - [j43]Xin-Jing Wang, Lei Zhang, Wei-Ying Ma:
Duplicate-Search-Based Image Annotation Using Web-Scale Data. Proceedings of the IEEE 100(9): 2705-2721 (2012) - [c251]
- [i1]Kai Yu, Anton Schwaighofer, Volker Tresp, Wei-Ying Ma, HongJiang Zhang:
Collaborative Ensemble Learning: Combining Collaborative and Content-Based Information Filtering via Hierarchical Bayes. CoRR abs/1212.2508 (2012) - 2011
- [j42]Wei-Ying Ma, Tie-Yan Liu, Ji-Rong Wen, Zheng Chen, Zaiqing Nie, Xing Xie, Hang Li, Haixun Wang, Yu Zheng:
A conversation with MSRA researchers. SIGKDD Explorations 13(2): 82-84 (2011) - [j41]Yu Zheng, Lizhu Zhang, Zhengxin Ma, Xing Xie, Wei-Ying Ma:
Recommending friends and locations based on individual location history. TWEB 5(1): 5:1-5:44 (2011) - [e5]Wei-Ying Ma, Jian-Yun Nie, Ricardo A. Baeza-Yates, Tat-Seng Chua, W. Bruce Croft:
Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2011, Beijing, China, July 25-29, 2011. ACM 2011, ISBN 978-1-4503-0757-4 [contents] - 2010
- [j40]Yu Zheng, Xing Xie, Wei-Ying Ma:
GeoLife: A Collaborative Social Networking Service among User, Location and Trajectory. IEEE Data Eng. Bull. 33(2): 32-39 (2010) - [j39]Yu Zheng, Yukun Chen, Quannan Li, Xing Xie, Wei-Ying Ma:
Understanding transportation modes based on GPS data for web applications. TWEB 4(1): 1:1-1:36 (2010) - [j38]Xiangye Xiao, Qiong Luo, Zhisheng Li, Xing Xie, Wei-Ying Ma:
A large-scale study on map search logs. TWEB 4(3): 8:1-8:33 (2010) - [c250]Xin-Jing Wang, Lei Zhang, Ming Liu, Yi Li, Wei-Ying Ma:
ARISTA - image search to annotation on billions of web photos. CVPR 2010: 2987-2994 - [c249]
- [c248]Guwen Feng, Xin-Jing Wang, Lei Zhang, Wei-Ying Ma:
Mining adjacent markets from a large-scale ads video collection for image advertising. SIGIR 2010: 893-894 - [c247]Yuheng Ren, Mo Yu, Xin-Jing Wang, Lei Zhang, Wei-Ying Ma:
Diversifying landmark image search results by learning interested views from community photos. WWW 2010: 1289-1292
2000 – 2009
- 2009
- [j37]
- [c246]Rongrong Ji, Xing Xie, Hongxun Yao, Wei-Ying Ma:
Vocabulary hierarchy optimization for effective and transferable retrieval. CVPR 2009: 1161-1168 - [c245]Yu Zheng, Lizhu Zhang, Xing Xie, Wei-Ying Ma:
Mining correlation between locations using human location history. GIS 2009: 472-475 - [c244]Xiao Zhang, Zhiwei Li, Lei Zhang, Wei-Ying Ma, Heung-Yeung Shum:
Efficient indexing for large scale visual search. ICCV 2009: 1103-1110 - [c243]Xin-Jing Wang, Mo Yu, Lei Zhang, Wei-Ying Ma:
Advertising based on users' photos. ICME 2009: 1640-1643 - [c242]Xin-Jing Wang, Mo Yu, Lei Zhang, Rui Cai, Wei-Ying Ma:
Argo: intelligent advertising by mining a user's interest from his photo collections. KDD Workshop on Data Mining and Audience Intelligence for Advertising 2009: 18-26 - [c241]Jiang-Ming Yang, Rui Cai, Chunsong Wang, Hua Huang, Lei Zhang, Wei-Ying Ma:
Incorporating site-level knowledge for incremental crawling of web forums: a list-wise strategy. KDD 2009: 1375-1384 - [c240]Yu Zheng, Yukun Chen, Xing Xie, Wei-Ying Ma:
GeoLife2.0: A Location-Based Social Networking Service. Mobile Data Management 2009: 357-358 - [c239]Wei-Ying Ma:
Rethinking multimedia search in the "clients + cloud" era. LS-MMRM@ACM Multimedia 2009: 1-2 - [c238]Rongrong Ji, Xing Xie, Hongxun Yao, Wei-Ying Ma:
Mining city landmarks from blogs by graph modeling. ACM Multimedia 2009: 105-114 - [c237]Xin-Jing Wang, Mo Yu, Lei Zhang, Wei-Ying Ma:
Argo: intelligent advertising made possible from users' photos. ACM Multimedia 2009: 957-958 - [c236]
- [c235]Yu Zheng, Lizhu Zhang, Xing Xie, Wei-Ying Ma:
Mining interesting locations and travel sequences from GPS trajectories. WWW 2009: 791-800 - 2008
- [j36]Shaozhi Ye, Ji-Rong Wen, Wei-Ying Ma:
A systematic study on parameter correlations in large-scale duplicate document detection. Knowl. Inf. Syst. 14(2): 217-232 (2008) - [j35]Xin-Jing Wang, Lei Zhang, Xirong Li, Wei-Ying Ma:
Annotating Images by Mining Image Search Results. IEEE Trans. Pattern Anal. Mach. Intell. 30(11): 1919-1932 (2008) - [j34]Xing Xie, Lie Lu, Menglei Jia, Hua Li, Frank Seide, Wei-Ying Ma:
Mobile Search With Multimodal Queries. Proceedings of the IEEE 96(4): 589-601 (2008) - [j33]Tao Qin, Xu-Dong Zhang, Tie-Yan Liu, De-Sheng Wang, Wei-Ying Ma, Hong-Jiang Zhang:
An active feedback framework for image retrieval. Pattern Recognition Letters 29(5): 637-646 (2008) - [j32]Hang Li, Wei-Ying Ma, Jian-Yun Nie, Kam-Fai Wong:
The Fourth Asian Information Retrieval Symposium (AIRS 08). SIGIR Forum 42(1): 73-74 (2008) - [j31]Zaiqing Nie, Ji-Rong Wen, Wei-Ying Ma:
Webpage understanding: beyond page-level search. SIGMOD Record 37(4): 48-54 (2008) - [c234]
- [c233]
- [c232]
- [c231]Xiangye Xiao, Xing Xie, Qiong Luo, Wei-Ying Ma:
Density based co-location pattern discovery. GIS 2008: 29 - [c230]Quannan Li, Yu Zheng, Xing Xie, Yukun Chen, Wenyu Liu, Wei-Ying Ma:
Mining user similarity based on location history. GIS 2008: 34 - [c229]Yu Zheng, Quannan Li, Yukun Chen, Xing Xie, Wei-Ying Ma:
Understanding mobility based on GPS data. UbiComp 2008: 312-321 - [c228]Emily Moxley, Tao Mei, Xian-Sheng Hua, Wei-Ying Ma, B. S. Manjunath:
Automatic video annotation through search and mining. ICME 2008: 685-688 - [c227]Rongrong Ji, Xing Xie, Hongxun Yao, Yongjian Wu, Wei-Ying Ma:
Vocabulary tree incremental indexing for scalable location recognition. ICME 2008: 869-872 - [c226]Jim Kleban, Xing Xie, Wei-Ying Ma:
Spatial pyramid mining for logo detection in natural scenes. ICME 2008: 1077-1080 - [c225]Manni Duan, Xing Xie, Xiuqing Wu, Wei-Ying Ma:
Visual pattern weighting for near-duplicate image retrieval. ICME 2008: 1313-1316 - [c224]Longhao Wang, Yu Zheng, Xing Xie, Wei-Ying Ma:
A Flexible Spatio-Temporal Indexing Scheme for Large-Scale GPS Track Retrieval. MDM 2008: 1-8 - [c223]Yu Zheng, Longhao Wang, Ruochi Zhang, Xing Xie, Wei-Ying Ma:
GeoLife: Managing and Understanding Your Past Life over Maps. MDM 2008: 211-212 - [c222]Lei Wu, Xian-Sheng Hua, Nenghai Yu, Wei-Ying Ma, Shipeng Li:
Flickr distance. ACM Multimedia 2008: 31-40 - [c221]Zhiwei Li, Lei Zhang, Wei-Ying Ma:
Delivering online advertisements inside images. ACM Multimedia 2008: 1051-1060 - [c220]Jun Xu, Tie-Yan Liu, Min Lu, Hang Li, Wei-Ying Ma:
Directly optimizing evaluation measures in learning to rank. SIGIR 2008: 107-114 - [c219]Yida Wang, Jiang-Ming Yang, Wei Lai, Rui Cai, Lei Zhang, Wei-Ying Ma:
Exploring traversal strategy for web forum crawling. SIGIR 2008: 459-466 - [c218]
- [e4]Hang Li, Ting Liu, Wei-Ying Ma, Tetsuya Sakai, Kam-Fai Wong, Guodong Zhou:
Information Retrieval Technology, 4th Asia Infomation Retrieval Symposium, AIRS 2008, Harbin, China, January 15-18, 2008, Revised Selected Papers. Lecture Notes in Computer Science 4993, Springer 2008, ISBN 978-3-540-68633-0 [contents] - [e3]Jinpeng Huai, Robin Chen, Hsiao-Wuen Hon, Yunhao Liu, Wei-Ying Ma, Andrew Tomkins, Xiaodong Zhang:
Proceedings of the 17th International Conference on World Wide Web, WWW 2008, Beijing, China, April 21-25, 2008. ACM 2008, ISBN 978-1-60558-085-2 [contents] - [r2]
- 2007
- [j30]Tao Qin, Tie-Yan Liu, Xu-Dong Zhang, Guang Feng, De-Sheng Wang, Wei-Ying Ma:
Topic distillation via sub-site retrieval. Inf. Process. Manage. 43(2): 445-460 (2007) - [j29]Ying Liu, Dengsheng Zhang, Guojun Lu, Wei-Ying Ma:
A survey of content-based image retrieval with high-level semantics. Pattern Recognition 40(1): 262-282 (2007) - [j28]Xiaofei He, Deng Cai, Ji-Rong Wen, Wei-Ying Ma, Hong-Jiang Zhang:
Clustering and searching WWW images using link and page layout analysis. TOMCCAP 3(2): 10 (2007) - [c217]
- [c216]Lei Wu, Zhiwei Li, Mingjing Li, Wei-Ying Ma, Nenghai Yu:
Mutually beneficial learning with application to on-line news classification. PIKM 2007: 85-92 - [c215]Zhisheng Li, Chong Wang, Xing Xie, Wei-Ying Ma:
Query Parsing Task for GeoCLEF2007 Report. CLEF (Working Notes) 2007 - [c214]Zhisheng Li, Chong Wang, Xing Xie, Wei-Ying Ma:
MSRA Columbus at GeoCLEF2007. CLEF (Working Notes) 2007 - [c213]Zhisheng Li, Chong Wang, Xing Xie, Xufa Wang, Wei-Ying Ma:
Exploring LDA-Based Document Model for Geographic Information Retrieval. CLEF 2007: 842-849 - [c212]
- [c211]Tie-Yan Liu, Huai-Yuan Yang, Xin Zheng, Tao Qin, Wei-Ying Ma:
Fast Large-Scale Spectral Clustering by Sequential Shrinkage Optimization. ECIR 2007: 319-330 - [c210]Qing Yu, Shuming Shi, Zhiwei Li, Ji-Rong Wen, Wei-Ying Ma:
Improve Ranking by Using Image Information. ECIR 2007: 645-652 - [c209]Chong Wang, Jinggang Wang, Xing Xie, Wei-Ying Ma:
Mining geographic knowledge using location aware topic model. GIR 2007: 65-70 - [c208]Rui Cai, Lei Zhang, Feng Jing, Wei Lai, Wei-Ying Ma:
Automated Music Video Generation using WEB Image Resource. ICASSP (2) 2007: 737-740 - [c207]Shih-Fu Chang, Wei-Ying Ma, Arnold W. M. Smeulders:
Recent Advances and Challenges of Semantic Image/Video Search. ICASSP (4) 2007: 1205-1208 - [c206]
- [c205]
- [c204]Lei Wu, Mingjing Li, Zhiwei Li, Wei-Ying Ma, Nenghai Yu:
Visual language modeling for image classification. Multimedia Information Retrieval 2007: 115-124 - [c203]Rui Cai, Chao Zhang, Chong Wang, Lei Zhang, Wei-Ying Ma:
MusicSense: contextual music recommendation using emotional allocation modeling. ACM Multimedia 2007: 553-556 - [c202]Xiaoguang Rui, Mingjing Li, Zhiwei Li, Wei-Ying Ma, Nenghai Yu:
Bipartite graph reinforcement model for web image annotation. ACM Multimedia 2007: 585-594 - [c201]Jing Liu, Bin Wang, Mingjing Li, Zhiwei Li, Wei-Ying Ma, Hanqing Lu, Songde Ma:
Dual cross-media relevance model for image annotation. ACM Multimedia 2007: 605-614 - [c200]Rui Cai, Chao Zhang, Lei Zhang, Wei-Ying Ma:
Scalable music recommendation by search. ACM Multimedia 2007: 1065-1074 - [c199]Yang Hu, Mingjing Li, Zhiwei Li, Wei-Ying Ma:
Dual-Space Pyramid Matching for Medical Image Classification. MMM (1) 2007: 96-105 - [c198]Ming-Feng Tsai, Tie-Yan Liu, Tao Qin, Hsin-Hsi Chen, Wei-Ying Ma:
FRank: a ranking method with fidelity loss. SIGIR 2007: 383-390 - [c197]Ji-Rong Wen, Wei-Ying Ma:
Webstudio: building infrastructure for web data management. SIGMOD Conference 2007: 875-876 - [c196]Zaiqing Nie, Yunxiao Ma, Shuming Shi, Ji-Rong Wen, Wei-Ying Ma:
Web object retrieval. WWW 2007: 81-90 - [e2]Horace Ho-Shing Ip, Oscar C. Au, Howard Leung, Ming-Ting Sun, Wei-Ying Ma, Shi-Min Hu:
Advances in Multimedia Information Processing - PCM 2007, 8th Pacific Rim Conference on Multimedia, Hong Kong, China, December 11-14, 2007, Proceedings. Lecture Notes in Computer Science 4810, Springer 2007, ISBN 978-3-540-77254-5 [contents] - 2006
- [j27]Hanghang Tong, Jingrui He, Mingjing Li, Wei-Ying Ma, Hong-Jiang Zhang, Changshui Zhang:
Manifold-Ranking-Based Keyword Propagation for Image Retrieval. EURASIP J. Adv. Sig. Proc. 2006 (2006) - [j26]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) - [j25]Xin-Jing Wang, Wei-Ying Ma, Xing Li:
Exploring statistical correlations for image retrieval. Multimedia Syst. 11(4): 340-351 (2006) - [j24]Ruofei Zhang, Zhongfei (Mark) Zhang, Mingjing Li, Wei-Ying Ma, HongJiang Zhang:
A probabilistic semantic model for image annotation and multi-modal image retrieval. Multimedia Syst. 12(1): 27-33 (2006) - [j23]Shen Huang, Zheng Chen, Yong Yu, Wei-Ying Ma:
Multitype Features Coselection for Web Document Clustering. IEEE Trans. Knowl. Data Eng. 18(4): 448-459 (2006) - [j22]Zhigang Hua, Xing Xie, Hao Liu, Hanqing Lu, Wei-Ying Ma:
Design and Performance Studies of an Adaptive Scheme for Serving Dynamic Web Content in a Mobile Computing Environment. IEEE Trans. Mob. Comput. 5(12): 1650-1662 (2006) - [j21]Xing Xie, Hao Liu, Wei-Ying Ma, HongJiang Zhang:
Browsing Large Pictures Under Limited Display Sizes. IEEE Trans. Multimedia 8(4): 707-715 (2006) - [j20]Shen Huang, Yong Yu, Gui-Rong Xue, Benyu Zhang, Zheng Chen, Wei-Ying Ma:
TSSP: Multi-features based reinforcement algorithm to find related papers. Web Intelligence and Agent Systems 4(3): 271-287 (2006) - [c195]Yang Hu, Mingjing Li, Zhiwei Li, Wei-Ying Ma:
Discovering Authoritative News Sources and Top News Stories. AIRS 2006: 230-243 - [c194]Jue Wang, Zhiwei Li, Jinyi Yao, Zengqi Sun, Mingjing Li, Wei-Ying Ma:
Adaptive User Profile Model and Collaborative Filtering for Personalized News. APWeb 2006: 474-485 - [c193]Le Chen, Lei Zhang, Feng Jing, Kefeng Deng, Wei-Ying Ma:
Ranking web objects from multiple communities. CIKM 2006: 377-386 - [c192]Xiangye Xiao, Qiong Luo, Xing Xie, Wei-Ying Ma:
A comparative study on classifying the functions of web page blocks. CIKM 2006: 776-777 - [c191]Zhisheng Li, Chong Wang, Xing Xie, Wei-Ying Ma:
MSRA Columbus at GeoCLEF 2006. CLEF (Working Notes) 2006 - [c190]Zhisheng Li, Chong Wang, Xing Xie, Xufa Wang, Wei-Ying Ma:
MSRA Columbus at GeoCLEF 2006. CLEF 2006: 926-929 - [c189]Jing Liu, Yang Hu, Mingjing Li, Wei-Ying Ma:
Medical Image Annotation and Retrieval Using Visual Features. CLEF (Working Notes) 2006 - [c188]Jing Liu, Yang Hu, Mingjing Li, Songde Ma, Wei-Ying Ma:
Medical Image Annotation and Retrieval Using Visual Features. CLEF 2006: 678-685 - [c187]Xin-Jing Wang, Lei Zhang, Feng Jing, Wei-Ying Ma:
AnnoSearch: Image Auto-Annotation by Search. CVPR (2) 2006: 1483-1490 - [c186]Steven C. H. Hoi, Wei Liu, Michael R. Lyu, Wei-Ying Ma:
Learning Distance Metrics with Contextual Constraints for Image Retrieval. CVPR (2) 2006: 2072-2078 - [c185]Jinyi Yao, Jue Wang, Zhiwei Li, Mingjing Li, Wei-Ying Ma:
Ranking Web News Via Homepage Visual Layout and Cross-Site Voting. ECIR 2006: 131-142 - [c184]Ruihua Song, Guomao Xin, Shuming Shi, Ji-Rong Wen, Wei-Ying Ma:
Exploring URL Hit Priors for Web Search. ECIR 2006: 277-288 - [c183]Bo Chen, Bin Gao, Tie-Yan Liu, Yu-Fu Chen, Wei-Ying Ma:
Fast Spectral Clustering of Data Using Sequential Matrix Compression. ECML 2006: 590-597 - [c182]Chun Yuan, Ni Lao, Ji-Rong Wen, Jiwei Li, Zheng Zhang, Yi-Min Wang, Wei-Ying Ma:
Automated known problem diagnosis with event traces. EuroSys 2006: 375-388 - [c181]Zhisheng Li, Chong Wang, Xing Xie, Xufa Wang, Wei-Ying Ma:
Indexing implicit locations for geographical information retrieval. GIR 2006 - [c180]
- [c179]Ping Wu, Ji-Rong Wen, Huan Liu, Wei-Ying Ma:
Query Selection Techniques for Efficient Crawling of Structured Web Sources. ICDE 2006: 47 - [c178]
- [c177]