Publications and more:

2011

  1. (Bogdanov et al. (2), 2011) Petko Bogdanov, Misael Mongiovi and Ambuj K. Singh, Mining Heavy Subgraphs in Time-Evolving Networks, in ICDM, 2011.
  2. (Sun et al., 2011) Y. Sun, J. Han, X. Yan, P. S. Yu, T Wu. "PathSim: Meta Path-Based Top-K Similarity Search in Heterogeneous Information Networks," Proc. 2011 Int. Conf. on Very Large Data Bases (VLDB'11), Seattle, WA, 29 August - 3 September 2011.
  3. (Macropol and Singh, 2011) Kathy Macropol and Ambuj Singh, "Content-based Modeling and Prediction of Information Dissemination", International Conference on Advances in Social Network Analysis and Mining (ASONAM), Kaosiung, Taiwan, 25-27 July 2011.
  4. (Guan et al., 2011) Z. Guan, J. Wu, Z. Yun, A. Singh, X. Yan, "Assessing and Ranking Structural Correlations in Graphs," Proc. of International Conference on Management of Data 2011 (SIGMOD 2011), Athens, Greece, 12-16 June 2011.
  5. (Khan et al. (2), 2011) Arijit Khan, Nan Li, Xifeng Yan, Ziyu Guan, Supriyo Chakraborty and Shu Tao, "Neighborhood Based Fast Graph Search in Large Networks", Proc. of International Conference on Management of Data 2011 (SIGMOD 2011), Athens, Greece, 12-16 June 2011.
  6. (Khan et al. 2011) A. Khan, N. Li, Z. Guan, X. Yan, S. Chakraborty, and S. Tao. "Neighborhood Based Fast Graph Search in Large Networks," Proc. of International Conference on Management of Data 2011 (SIGMOD 2011), Athens, Greece, 12-16 June 2011.
  7. (Bogdanov et al. 2011) Petko Bogdanov, Ben Baumer, Prithwish Basu, Ambuj Singh, Amotz Bar-Noy, "Discovering Influential Groups of Agents Using Composite Network Analysis," The International School and Conference on Network Science (NetSci 2011), Budapest, Hungary, 6-10 June 2011.
  8. (Aggarwal et al., 2011) Charu Aggarwal, Arijit Khan and Xifeng Yan, "On Flow Authority Discovery in Social Networks", Proc. of the SIAM International Conference on Data Mining, SDM 2011, Phoenix, AZ, USA, April 2011.
  9. (Aggarwal and Li, 2011) Charu Aggarwal and Nan Li. "On node classification in dynamic content-based networks," Proc. of the SIAM International Conference on Data Mining, SDM 2011, Phoenix, AZ, USA, April 2011.
  10. (Larusso and Singh, 2011) Nicholas D Larusso and Ambuj Singh, “Synopses for Probabilistic Data over Large Domains”, Extending Database Technology (EDBT), Upsala, Sweden, 21-25 March 2011.

2010

  1. (Bogdanov et al. (2), 2010) Petko Bogdanov, Nicholas D. Larusso, Ambuj Singh, “Towards Community Discovery in Signed Collaborative Interaction Networks”, ICDM Workshop on Social Interactions Analysis and Services Providers, 2010.
  2. (Xu et al., 2010) Jiejun Xu, Zefeng Ni, Carter De Leo, Thomas Kuo, and B.S. Manjunath, "Spatial-Temporal Understanding of Urban Scenes through Large Camera Network," Proc. ACM International Conference on Multimedia (2010), Workshop on "Multimodal Pervasive Video Analysis", Italy, Oct. 2010.
  3. (Khan et al., 2010) Arijit Khan, Xifeng Yan and Kun-Lung Wu, "Towards Proximity Pattern Mining in Large Graphs," Proc. 2010 Int. Conf. on Management of Data (SIGMOD'10), June 2010.
  4. (Gretarsson et al. 2010) Brynjar Gretarsson, John O'Donovan, Svetlin Bostandjiev, Christopher Hall, and Tobias Höllerer (UCSB), "SmallWorlds: Visualizing Social Recommendations," Computer Graphics Forum Journal (Proc. of the 2010 Eurographics IEEE-VGTC Symposium on Visualization), May 3-7, 2010.
  5. (Li, et al., 2010) Nan Li, Yinghui Yang, and Xifeng Yan. "Cross-selling optimization for customized promotion," Proc. of the SIAM International Conference on Data Mining, SDM 2010, pages 918-929, Columbus, Ohio, USA, April 29-May 1 2010.
  6. (Liu, et al., 2010) Liu, L.; Zhu, F.; Chen, C.; Yan, X.; Han, J.; Yu, P.S.; Yang, S., "Mining Diversity on Networks", Proc. 2010 Int. Conf. on Database Systems for Advanced Applications (DASFAA'10), Tsukuba, Japan, April 2010.
  7. (Macropol and Ambuj 2010) Macropol K. and Singh A. (UCSB), "Scalable Discovery of Best Clusters on Large Graphs", PVLDB 3(1): 693-702 (2010)
  8. (Miao , et al., 2010) G. Miao, L. Moser, X. Yan, S. Tao, Y. Chen, N. Anerousis, "Generative Models for Ticket Resolution in Expert Networks," accepted by Proc. 2010 Int. Conf. on Knowledge Discovery and Data Mining (KDD'10), Washington DC, July 2010.
  9. (Bogdanov et al. (1), 2010) Petko Bogdanov, Nicholas D Larusso, Ambuj Singh, "Identifying Communities with Coherent and Opposing Views", Graduate Student Workshop in Computing (GSWC) UCSB, 2010
  10. (Bogdanov and Singh, 2010) Petko Bogdanov and Ambuj K. Singh, "Fast nearest neighbors in large and composite networks", Army Science Conference 2010

Outreach: Research Awards, keynote speeches, invited talks, etc.

  1. Invited Talk: Tobias Höllerer, “Inside, Outside, and Through the Screen – Display, Visualization, and Interface Technologies at UCSB’s Four Eyes Laboratory,” Ludwig-Maximilians-Universitaet Muenchen, Munich, Germany, Jan. 2010.
  2. Invited Talk: Tobias Höllerer, “Anywhere Augmentation - The Quest for Usable and Useful Augmented Reality,” Technische Universitaet Muenchen, Munich, Germany, Jan. 2010.
  3. Invited Talk: Tobias Höllerer, “Inside, Outside, and Through the Screen – Display, Visualization, and Interface Technologies at UCSB’s Four Eyes Laboratory,” TU Graz, Ringvorlesung Confluence of Vision and Graphics, Jan. 2010.
  4. Graduate Course: Ambuj singh, Xifeng Yan, “CS595D - Readings in Information Networks,” Department of Computer Science, Univ. of California at Santa Barbara, Jan.-Mar. 2010.
  5. Conference Tutorial (accepted): Jiawei Han, Yizhou Sun, Xifeng Yan, and Philip S. Yu, “Mining Knowledge from Databases: An Information Network Analysis Approach” (tutorial), Proc. 2010 ACM SIGMOD Int. Conf. on Management of Data (SIGMOD'10), Indianapolis, Indiana, June 2010.