Bibliography

Jump to: navigation, search

JimengThesis | detailed view | Google Books | Google Scholar | file  
Jimeng SUN 2007: Incremental Pattern Discovery on Streams, Graphs and Tensors. PhD thesis, CMU-CS-07-149.

 

SunHSGF06 | detailed view | Google Books | Google Scholar
Jimeng Sun, Evan Hoke, John D. Strunk, Gregory R. Ganger, Christos Faloutsos (2006): Intelligent system monitoring on large clusters.

 

SunQCF05 | detailed view | Google Books | Google Scholar
Jimeng Sun, Huiming Qu, Deepayan Chakrabarti, Christos Faloutsos 2005: Relevance search and anomaly detection in bipartite graphs. SIGKDD Explorations 7/2, 48-55.

 

IcdeSunPTL04 | detailed view | Google Books | Google Scholar
Jimeng Sun, Dimitris Papadias, Yufei Tao, Bin Liu (2004): Querying about the Past, the Present, and the Future in Spatio-Temporal.

 

IcdeTaoSP03 | detailed view | Google Books | Google Scholar
Yufei Tao, Jimeng Sun, Dimitris Papadias (2003): Selectivity Estimation for Predictive Spatio-Temporal Queries.

 

VldbPapadiasTS03 | detailed view | Google Books | Google Scholar
Yufei Tao, Dimitris Papadias, Jimeng Sun (2003): The TPR*-Tree: An Optimized Spatio-Temporal Access Method for Predictive Queries.

 

TodsTaoSP03 | detailed view | Google Books | Google Scholar
Yufei Tao, Jimeng Sun, Dimitris Papadias 2003: Analysis of predictive spatio-temporal queries. ACM Trans. Database Syst. 28/4, 295-336.

 

PapadiasTZMSS02 | detailed view | Google Books | Google Scholar
Dimitris Papadias, Yufei Tao, Jun Zhang, Nikos Mamoulis, Qiongmao Shen, Jimeng Sun 2002: Indexing and Retrieval of Historical Aggregate Information about Moving Objects. IEEE Data Eng. Bull. 25/2, 10-17.

 

CMDjournal | detailed view | Google Books | Google Scholar | DOI
Jimeng Sun, Yinglian Xie, Hui Zhang, Christos Faloutsos 2008: Less is More: Sparse Graph Mining with Compact Matrix Decomposition. Stat. Anal. Data Min. 1/1, 6--22.

 

OSR06Hoke | detailed view | Google Books | Google Scholar | file  
Evan Hoke, Jimeng Sun, John D. Strunk, Gregory R. Ganger, Christos Faloutsos 2006: InteMon: continuous mining of sensor data in large-scale self-infrastructures. Operating Systems Review 40/3, 38-44.

 

IS06Sun | detailed view | Google Books | Google Scholar | file  
Jimeng Sun, Yufei Tao, Dimitris Papadias, George Kollios 2006: Spatio-temporal Join Selectivity. Information Systems.

 

Graphscope | detailed view | Google Books | Google Scholar | DOI | WorldCat | Amazon | file  
Jimeng Sun, Christos Faloutsos, Spiros Papadimitriou, Philip S. Yu (2007): GraphScope: parameter-free mining of large time-evolving graphs. New York, NY, USA: ACM.

 

CMD | detailed view | Google Books | Google Scholar | file  
Jimeng Sun, Yinglian Xie, Hui Zhang, Christos Faloutsos (2007): Less is More: Compact Matrix Decomposition for Large Sparse Graphs. SDM'07 Best Research Paper, Errata: Figure 5:ApprMultiplication algorithm is updated by adding line 8 and 12, which only keeps the matching columns in C\_d (line 8) and scaling factor for those columns is 1 (line 12: this is redundant in the implementation since the scaling factor is 1 but I specify out there for clarification purpose). Thank Sebastian K{\"o}hler, Ces Bertino and Jeffrey T. Johns for spotting that.

 

Privacy | detailed view | Google Books | Google Scholar | file  
Feifei Li, Jimeng Sun, Spiros Papadimitriou, George A. Mihaila, Ioana Stanoi (2007): Hiding in the Crowd: Privacy Preservation on Evolving Streams through Correlation Tracking.

 

IJCAI07 | detailed view | Google Books | Google Scholar | file  
Xing Wei, Jimeng Sun, Xuerui Wang (2007): Dynamic Mixture Models for Multiple Time Series.

 

WTA | detailed view | Google Books | Google Scholar | file  
Jimeng Sun, Spiros Papadimitriou, Philip Yu (2006): Window-based Tensor Analysis on High-dimensional and Multi-aspect Streams.

 

Loco | detailed view | Google Books | Google Scholar | DOI | WorldCat | Amazon | file  
Spiros Papadimitriou, Jimeng Sun, Philip S. Yu (2006): Local Correlation Tracking in Time Series. Washington, DC, USA: IEEE Computer Society.

 

DTA | detailed view | Google Books | Google Scholar | DOI | WorldCat | Amazon
Jimeng Sun, Dacheng Tao, Christos Faloutsos (2006): Beyond streams and graphs: dynamic tensor analysis. New York, NY, USA: ACM. there is a typo in Line 5 of the OTA pseudocode in DTA should be U\_l instead of U\_l*U\_l^T.

 

Dspirit | detailed view | Google Books | Google Scholar | file  
Jimeng Sun, Spiros Papadimitriou, Christos Faloutsos (2006): Distributed Pattern Discovery in Multiple Streams.

 

Spirit | detailed view | Google Books | Google Scholar | WorldCat | Amazon | file  
Spiros Papadimitriou, Jimeng Sun, Christos Faloutsos (2005): Streaming pattern discovery in multiple time-series. VLDB Endowment. Errata: 1) On the top of left column of P6, Algorithm TrackW requires a 3 step to orthogonalize $\vec{w}\_i, 1\le i\le k$ by fixing $\vec{w}\_1$, i.e., to apply Gram Schimdt orthogonalization with initial vector $\vec{w}\_1$ (keep the principal direction unchanged). 2) Lemma 4.1 the last term \|\vec{y}\_t\| should be squared, i.e., \|\vec{y}\_t\|^2.

 

Bipartite | detailed view | Google Books | Google Scholar | file  
Jimeng Sun, Huiming Qu, Deepayan Chakrabarti, Christos Faloutsos 2005: Relevance Search and Anomaly Detection in Bipartite Graphs. SIGKDD Explorations Special Issue on Link Mining 7, 48-55.