|
|
|
REFEREED CONFERENCES
- S. Christodoulakis and C. Faloutsos, Performance
Considerations in
Message
Files, Proc. CMG XIII International Conf., San Diego, California, Dec.
14-17, 1982, pp. 262-268.
- D. Tsichritzis, S. Christodoulakis, P. Economopoulos, C.
Faloutsos A.
Lee,
D. Lee, J. Vandenbroek, and C. Woo, A Multimedia Office Filing System,
Proc. 9th International Conf. on VLDB, Florence, Italy,Oct.-Nov. 1983.
- C. Faloutsos, Signature Files: Design and Performance
Comparison of
some Signature Extraction Methods, ACM SIGMOD Conf., Austin, Texas,
May 1985, pp. 63-82.
- C. Faloutsos and S. Christodoulakis, Design of a Signature
File Method
that Accounts for Non-Uniform Occurrence and Query Frequencies, 11th
International
Conf. on VLDB, Stockholm, Sweden, Aug. 1985, pp. 165-170.
- S. Christodoulakis and C. Faloutsos, Design and
Performance
Considerations
for a Multimedia Document Server, First International Conf. on
Supercomputing
Systems, Florida, Dec. 1985, pp. 441-449.
- C. Faloutsos, Multiattribute Hashing Using Gray Codes,
ACM
SIGMOD
Conf., Washington D.C., May 1986, pp. 227-238.
- C. Faloutsos, Integrated access methods for messages
using
signature
files, IFIP Conference on Methods and Tools for Office systems,
Pisa,
Italy, October 1986, pp. 135-157.
- C. Faloutsos, T. Sellis and N. Roussopoulos, Analysis
of Object
Oriented
Spatial Access Methods, ACM SIGMOD Conf., San Francisco, May 1987,
pp. 426-439.
- T. Sellis, N. Roussopoulos and C. Faloutsos, The
R+-tree: A Dynamic
Index for Multi-Dimensional Objects, 12th International Conf. on
VLDB,
Brighton, England, Sept. 1987, pp. 507-518. Most influential 10 year
paper
award. (postscript)
- T. Sellis, N. Roussopoulos, L. Mark and C. Faloutsos, High
Performance
Expert Database Systems: Efficient Support for Engineering Environments,
Conference on Data and Knowledge Systems for Engineering and
Manufacturing,
Hartford, Connecticut, Oct. 18-20, 1987.
- C. Faloutsos and R. Chan, Fast Text Access Methods for
Optical and
Large
Magnetic Disks: Designs and Performance Comparison, 14th
International
Conf. on VLDB, Aug. 1988, pp. 280-293. (compressed
postscript)
- C. Faloutsos and D. Metaxas Declustering Using Error
Correcting
Codes
Eighth ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database
Systems
(PODS), pp. 253-258, Philadelphia, Pennsylvania, March 29-31, 1989.
Also
available as UMIACS-TR-88-91 and CS-TR-2157
- C. Faloutsos and S. Roseman Fractals for Secondary Key
Retrieval
Eighth ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database
Systems
(PODS), pp. 247-252, Philadelphia, Pennsylvania, March 29-31, 1989.
Also
available as UMIACS-TR-89-47 and CS-TR-2242 (postscript)
- C. Faloutsos and Y. Rong DOT: A Spatial Access Method
Using Fractals
Int. Conference on Data Engineering (ICDE), pp. 152-159, Kobe, Japan,
Apr.
1991. Also available as UMIACS-TR-89-31 and CS-TR-2214 (compressed
postscript)
- R. Ng, C. Faloutsos and T. Sellis Flexible Buffer
Allocation Based
on
Marginal Gains SIGMOD Conference, pp. 387-396, Denver, Colorado,
May
29-31, 1991.
- C. Faloutsos, R. Ng and T. Sellis Predictive Load
Control for
Flexible
Buffer Allocation VLDB Conference, Barcelona, Spain, Sept. 3-6,
1991,
pp. 265-274. Also available as UMIACS-TR-91-34 and CS-TR-2622.
- C. Faloutsos and H.V. Jagadish Hybrid Index
Organizations for Text
Databases
EDBT Conference, Vienna, Austria, March 23-27, 1992. (pdf)
- I. Kamel and C. Faloutsos Parallel R-trees ACM
SIGMOD
Conference,
pp. 195-204 San Diego, California, June 1992. (postscript)
- C. Faloutsos and H. V. Jagadish On B-tree Indices for
Skewed
Distributions
VLDB Conference, Vancouver, British Columbia, August 1992, pp. 363-374.
(compressed
postscript)
- C. Faloutsos and P. Bhagwat Declustering Using Fractals
PDIS 2
Conference,
San Diego, CA, Jan. 20-22 1993, pp. 18-25. (compressed
postscript)
- Wayne Niblack, Ron Barber, Will Equitz, Myron Flickner,
Eduardo
Glasman,
Dragutin Petkovic, Peter Yanker, Christos Faloutsos and Gabriel Taubin,
The
QBIC Project: Querying Images By Content Using Color, Texture and Shape
SPIE 1993 Intl. Symposium on Electronic Imaging: Science and
Technology,
Conf. 1908, Storage and Retrieval for Image and Video Databases, Feb.
1993.
Also available as IBM Research Report RJ 9203 (81511), Feb. 1, 1993,
Computer
Science.
- Rakesh Agrawal, Christos Faloutsos and Arun Swami, Efficient
Similarity
Search In Sequence Databases FODO conference, Evanston, Illinois,
Oct.
13-15, 1993. (postscript)
- Ibrahim Kamel and Christos Faloutsos On Packing R-trees
Second
Int.
Conference on Information and Knowledge Management (CIKM), Washington,
DC, Nov. 1-5, 1993. (postscript)
- George Panagopoulos and Christos Faloutsos Bit-Sliced
Signature
Files
for Very Large Databases on a Parallel Machine Architecture EDBT
Conference,
Cambridge, UK, March 28-31, 1994, pp. 379-392. (postscript)
- Manish Arya, William Cody, Christos Faloutsos, Joel
Richardson and
Arthur
Toga QBISM: Extending a DBMS to Support 3D Medical Images Tenth
Int. Conference on Data Engineering (ICDE), Houston, TX, Feb. 14-18,
1994,
pp. 314-325. (gzipped
postscript of earlier draft)
- Christos Faloutsos, M. Ranganathan and Yannis Manolopoulos Fast
Subsequence
Matching in Time-Series Databases Proc. ACM SIGMOD, Minneapolis MN,
May 25-27, 1994, pp. 419-429. (Best Paper award). (postscript)
- Christos Faloutsos and Ibrahim Kamel Beyond Uniformity
and
Independence:
Analysis of R-trees Using the Concept of Fractal Dimension Proc.
ACM
SIGACT-SIGMOD-SIGART PODS, Minneapolis, MN, May 24-26, 1994, pp. 4-13.
(postscript)
- Ibrahim Kamel and Christos Faloutsos Hilbert R-tree: An
improved
R-tree
using fractals Proc. of VLDB Conference, Santiago, Chile, Sept.
12-15,
1994, pp. 500-509. (postscript)
- Douglas W. Oard, Nicholas DeClaris, Bonnie J. Dorr and
Christos
Faloutsos On
Automatic Filteringg of Multilingual Texts IEEE Conference on
Systems,
Man and Cybernetics, San Antonio, TX, October 2-5, 1994.
- Christos Faloutsos and King-Ip (David) Lin FastMap: A
Fast
Algorithm
for Indexing, Data-Mining and Visualization of Traditional and
Multimedia
Datasets ACM SIGMOD, May 1995, San Jose, CA, pp. 163-174. Also
available
as technical report (CS-TR-3383, UMIACS-TR-94-132; Inst. for
Systems
Research: TR 94-80) (postscript)
- Alberto Belussi and Christos Faloutsos Estimating the
Selectivity
of
Spatial Queries Using the `Correlation' Fractal Dimension VLDB,
Sept.
1995, Zurich, Switzerland, pp. 299-310. (gzipped
postscript)
- Anil Kumar, Vassilis J. Tsotras and Christos Faloutsos Access
Methods
for Bi-Temporal Databases Int. Workshop on Temporal Databases,
Zurich,
Switzerland, Sept. 1995.
- Nick Koudas, Christos Faloutsos and Ibrahim Kamel Declustering
spatial
databases on a multi-computer architecture EDBT Conference,
Avignon,
France, March 1996, pp. 592-614. (postscript)
- Philip (Flip) Korn, Nikolaos Sidiropoulos, Christos
Faloutsos, Eliot
Siegel
and Zenon Protopapas, Fast Nearest-Neighbor Search in Medical Image
Databases Conf. on Very Large Data Bases (VLDB), Bombay, India,
Sept.
1996. note Also available Univ. Maryland tech. report: CS-TR-3613,
ISR-TR-96-13 (gzipped
postscript)
- Christos Faloutsos, Yossi Matias and Avi Silberschatz, Modeling
Skewed
Distributions Using Multifractals and the `80-20 Law' Conf. on Very
Large Data Bases (VLDB), Bombay, India, Sept. 1996. (gzipped
postscript)
- Christos Faloutsos and Volker Gaede Analysis of the
Z-Ordering
Method
Using the Hausdorff Fractal Dimension Conf. on Very Large Data
Bases
(VLDB), Bombay, India, Sept. 1996. (postscript)
- Flip Korn, Nikos Sidiropoulos, Christos Faloutsos Eliot
Siegel and
Zenon
Protopapas Fast and Effective Similarity Search in Medical Tumor
Databases
using Morphology SPIE Proceedings Vol. 2916, Boston MA, Nov. 1996.
- Vikrant Kobla, David S. Doermann, King-Ip (David) Lin and
Christos
Faloutsos Compressed
domain video indexing techniques using DCT and motion vector
information
in MPEG video Proceedings of the SPIE conference on Storage and
Retrieval
for Image and Video Databases, Vol. 3022, Feb. 1997.
- Brent Agnew, Christos Faloutsos, Zhengyu Wang, Don Welch
and Xiaogang
Xue Web-based
Multi-media Retrieval by Content Proceedings of the SPIE conference
on Storage and Retrieval for Image and Video Databases V, San Jose, CA.
Feb. 8-14, 1997.
- Flip Korn, H.V. Jagadish and Christos Faloutsos Efficiently
Supporting
Ad Hoc Queries in Large Datasets of Time Sequences ACM SIGMOD,
Tucson,
AZ, pp. 289-300, May 1997. (postscript)
- Christos Faloutsos, H.V. Jagadish, Alberto O. Mendelzon and
Tova Milo A
Signature Technique for Similarity-Based Queries SEQUENCES 97, Positano-Salerno,
Italy June 11-13 1997. (postscript)
- Christos Faloutsos, H.V. Jagadish and Nikolaos D.
Sidiropoulos Recovering
Information from Summary Data VLDB, Athens, Greece, Aug. 1997. (
postscript )
- Vikrant Kobla, David Doermann and Christos Faloutsos VideoTrails:
Representing
and Visualizing Structure in Video Sequences ACM Multimedia 97,
Nov.
1997, Seattle, WA (gzipped
postscript)
- Byoung-Kee Yi, H.V. Jagadish and Christos Faloutsos Efficient
Retrieval
of Similar Time Sequences Under Time Warping ICDE 98, Orlando,
Florida,
Feb. 23 - 27, 1998. (gzipped
postscript)
- C. Faloutsos, G. Gibson, T. Mitchell, A. Moore, S. Thrun Data
Mining at CALD-CMU: Tools, Experiences and Research Directions
First Federal Data Mining Symposium, Washington, DC, Dec. 16-17, 1997.
- Erik Riedel, Garth Gibson, Christos Faloutsos Active
Storage for
Large-Scale
Data Mining and Multimedia Applications in VLDB 1998, New York, NY.
Also available as CMU-CS-98-111
Technical Report
- Yoshiharu Ishikawa, Ravishankar Subramanya, Christos
Faloutsos MindReader:
Querying databases through multiple examples in VLDB 1998, pp.
218-227,
New York, NY. Also available as CMU-CS-98-119
Technical Report.
- Flip Korn, Alexandros Labrinidis, Yannis Kotidis, Christos
Faloutsos Ratio
Rules: A New Paradigm for Fast, Quantifiable Data Mining in
VLDB
1998, New York, NY.
- Erik Riedel, Garth Gibson, Andrew Moore, Christos Faloutsos
Active
Disks
for Large-Scale Data Minining ACM-SIGMOD Workshop on Research
Issues
in Data Mining and Knowledge Discovery, Seattle, June 5, 1998.
- Guido Proietti and Christos Faloutsos, Selectivity
Estimation of Window Queries for Line Segment Datasets, Seventh
Int. Conference on Information and Knowledge Management (CIKM),
Washington,
DC, Nov. 3-7, 1998.
- Guido Proietti and Christos Faloutsos, I/O
complexity for range queries on region data stored using an R-tree International
Conference on Data Engineering (ICDE), Sydney, Australia, March 23-26,
1999.
- Michalis Faloutsos, Petros Faloutsos and Christos
Faloutsos, On
Power-Law Relationships of the Internet Topology, SIGCOMM 1999.
- Tara Madhyastha, Garth Gibson and Christos Faloutsos, Informed
Prefetching
of Collective I/O Requests, Supercomputing 99, Portland, Oregon,
Nov.
1999.
- Bernd-Uwe Pagel, Flip Korn and Christos Faloutsos, Deflating
the Dimensionality Curse using Multiple Fractal Dimensions,
ICDE
2000, San Diego, CA, Feb. 2000.
- Byong-Kee Yi, Nikolaos D. Sidiropoulos, Theodore Johnson,
H.V.
Jagadish,
Christos Faloutsos and Alex Biliris, Online
Data Mining for Co-Evolving Time Sequences, ICDE 2000, San
Diego,
CA, Feb. 2000.
- Caetano Traina Jr., Agma J. M. Traina, Bernhard Seeger,
Christos
Faloutsos, Slim-trees:
High Performance Metric Trees Minimizing Overlap Between Nodes,
Seventh Int. Conf. on Extending Database Technology, (EDBT 2000),
Konstanz,
Germany.
- Erik Riedel, Christos Faloutsos, Gregory R. Ganger and
David Nagle, Data
Mining on an OLTP System (Nearly) for Free, SIGMOD, Dallas TX,
May 2000.
- Christopher R. Palmer and Christos Faloutsos, Density
Biased Sampling: An Improved Method for Data Mining and Clustering,
SIGMOD, Dallas, TX, May 2000.
- Christos Faloutsos, Bernhard Seeger, Agma J. M. Traina and
Caetano
Traina
Jr., Spatial
Join Selectivity Using Power Laws, SIGMOD, Dallas TX, May
2000.
- Caetano Traina Jr., Agma Traina, Leejay Wu and Christos
Faloutsos, Fast
feature selection using the fractal dimension, XV Brazilian
Symposium
on Databases (SBBD), Paraiba, Brazil, October 2000
- Byoung-Kee Yi and Christos Faloutsos, "Fast
Time Sequence Indexing for Arbitrary Lp Norms", VLDB 2000,
Cairo,
Egypt, Sept. 10-14, 2000.
- Leejay Wu, Christos Faloutsos, Katia Sycara and Terry
Payne. FALCON:
Feedback Adaptive Loop for Content-Based Retrieval VLDB 2000,
Kairo,
Egypt, Sept. 10-14, 2000 (CMU
TR)
- Roberto F. Santos Filho, Agma Traina, Caetano Traina Jr.,
and Christos
Faloutsos: Similarity
search without tears: the OMNI family of all-purpose access methods
ICDE 2001, Heidelberg, Germany, April 2-6 2001.
- Chris Palmer, Georgios Siganos, Michalis Faloutsos,
Christos Faloutsos
and Phil Gibbons The
connectivity and fault-tolerance of the Internet topology Workshop
on Network Related Data Management (NRDM 2001), Santa Barbara, CA, May
25, 2001.
- Jia-Yu Pan and Christos Faloutsos VideoGraph: A New
Tool for Video Mining
and Classification JCDL'01
- Agma Traina, Caetano Traina, Spiros Papadimitriou and
Christos
Faloutsos Tri-Plots:
Scalable Tools for Multidimensional Data Mining KDD 2001, San
Francisco,
CA, August 2001.
- Zhiqiang Bi, Christos Faloutsos and Flip Korn The
"DGX" Distribution for Mining Massive, Skewed Data KDD 2001,
San
Francisco, CA, August 2001. ("Best Paper Runner-Up" Award.)
- Rong Jin and Christos Faloutsos, "Meta-scoring:
Automatically Evaluating Term Weighting Schemas in IR without
Precision-Recall "
SIGIR 2001, New Orleans LA, Sept. 9-13, 2001
- Dimitris Margaritis, Christos Faloutsos, and Sebastian
Thrun, NetCube:
A Scalable Tool for Fast Data Mining and Compression, VLDB
2001,
Rome Italy, Sept. 2001.
- Mengzhi Wang, Tara Madhyastha, Ngai Hang Chang, Spiros
Papadimitriou
and
Christos Faloutsos, Data
Mining Meets Performance Evaluation: Fast Algorithms for Modeling
Bursty
Traffic, ICDE 2002, San Jose, CA, 2/26/2002 - 3/1/2002.
- Christopher Palmer, Phillip Gibbons and Christos Faloutsos,
ANF:
A Fast and Scalable Tool for Data Mining in Massive Graphs, KDD
2002, Edmonton, Alberta, Canada, July 2002
- Leejay Wu and Christos Faloutsos, Making every bit count: Fast
nonlinear axis scaling, KDD 2002, Edmonton, Alberta, Canada,
July
2002
- Mengzhi Wang, Anastassia Ailamaki and Christos
Faloutsos, Capturing
the spatio-temporal behavior of real traffic data Performance
2002
(IFIP Int. Symp. on Computer Performance Modeling, Measurement and
Evaluation),
Rome, Italy, Sept. 2002
- Jia-Yu (Tim) Pan and Christos Faloutsos GeoPlot:
Spatial Data
Mining
on Video Libraries CIKM 2002, Washington DC, Nov. 2002.
- Deepay Chakrabarti and Christos Faloutsos F4:
Large-Scale Automated Forecasting using Fractals CIKM 2002,
Washington
DC, Nov. 2002.
- Jia-Yu (Tim) Pan and Christos Faloutsos VideoCubes: A
Novel Tool
for
Video Mining and Classification ICADL 2002, Singapore, Dec. 11-14,
2002
- Jia-Yu (Tim) Pan, Srinivasan Seshan and Christos
Faloutsos FastCARS:
Fast, Correlation-Aware Sampling for Network Data Mining GlobeCom
2002,
Taipei, Taiwan, Nov. 17-21 2002.
- Spiros Papadimitriou, Hiroyuki Kitagawa, Phil Gibbons and
Christos Faloutsos
LOCI:
Fast Outlier Detection Using the Local Correlation Integral
ICDE 2003, Bangalore, India, March 5 - March 8, 2003.
(CMU-TR version)
- Christopher R. Palmer and Christos Faloutsos Electricity
Based External Similarity of Categorical Attributes PAKDD
2003,
Seoul, South Korea, April-May 2003.
- Spiros Papadimitriou, Anthony Brockwell and Christos
Faloutsos Adaptive,
Hands-Off Stream Mining VLDB 2003, Berlin, Germany, Sept. 2003. CMU-TR
version
- Yang Wang, Deepayan Chakrabarti, Chenxi Wang and Christos
Faloutsos Epidemic Spreading in Real Networks: An Eigenvalue
Viewpoint 22nd
Symposium on Reliable Distributed Computing (SRDS2003) Florence, Italy,
Oct. 6-8, 2003. TR
version
- Yufei Tao, Christos Faloutsos and Dimitri Papadias The
Power-Method: A Comparison Estimation Technique for Multi-Dimensional
Queries CIKM, New Orleans, LA, Nov. 3-8 2003.
pdf version
- Yufei Tao, Dimitri Papadias and Christos Faloutsos Approximate
Temporal Aggregation. 20th IEEE International Conference on Data
Engineering (ICDE), 2004.
- Deepayan Chakrabarti, Yiping Zhan and Christos Faloutsos
R-MAT: A Recursive Model for Graph Mining
(pdf)
SIAM Int. Conf. on Data Mining, April 2004.
-
Deepayan Chakrabarti, Yiping Zhan, Dan Blandford, Christos Faloutsos
and Guy Blelloch
NetMine: New Mining Tools for Large Graphs.
(postscript)
in the SIAM 2004 workshop on Link Analysis, Counter-terrorism
and privacy.
- Jia-Yu Pan, Christos Faloutsos,
Masafumi Hamamoto and Hiroyuki Kitagawa:
AutoSplit: Fast and Scalable Discovery of Hidden Variables
in Stream and Multimedia Databases,
PAKDD, Sydney, Australia, May 2004.
- Cui Zhu, Christos Faloutsos, Hiroyuki Kitagawa, Spiros
Papadimitriou, OBE: Outlier By
Example, PAKDD, Sydney, Australia, May 2004.
- Yufei Tao, Christos Faloutsos, Dimitris Papadias, Bin Liu:
Prediction and Indexing of Moving Objects
with Unknown Motion Patterns
.
SIGMOD Conference, Paris, France,
May 2004.
-
Christos Faloutsos, Kevin McCurley and Andrew Tomkins,
Fast Discovery of 'Connection Subgraphs'
KDD 2004, Seattle, WA, Aug. 2004.
-
Deepayan Chakrabarti, Spiros Papadimitriou, Dharmendra Modha
and Christos Faloutsos
Fully Automatic Cross-Assocations
KDD 2004, Seattle, WA, Aug. 2004.
-
Edoardo Airoldi and Christos Faloutsos
Recovering Latent Time-Series from their Observed Sums:
Network Tomography with Particle Filters
KDD 2004, Seattle, WA, Aug. 2004.
-
Jia-Yu Pan, Hyung-Jeong Yang, Christos Faloutsos and Pinar Duygulu
Automatic Multimedia Cross-modal Correlation Discovery
KDD 2004, Seattle, WA, Aug. 2004.
-
Rakesh Agrawal, Roberto Bayardo, Christos Faloutsos,
Jerry Kiernan, Ralf Rantzau, Ramakrishnan Srikant
Auditing Compliance with a Hippocratic Database
VLDB 2004, Toronto, Canada, Sept. 2004.
-
Vasileios Megalooikonomou, Qiang Wang, Guo Li, Christos Faloutsos
A Multiresolution Symbolic Representation of Time Series
ICDE 2005, Tokyo, Japan.
-
Yasushi Sakurai, Spiros Papadimitriou and Christos Faloutsos
AutoLag: Automatic Discovery of Lag Correlations in Stream Data,
ICDE 2005, Tokyo, Japan (poster paper).
-
Yasushi Sakurai, Spiros Papadimitriou and Christos Faloutsos
BRAID: Stream Mining through Group Lag Correlations
SIGMOD 2005, Baltimore, MD
-
Yasushi Sakurai, Masatoshi Yoshikawa and Christos Faloutsos
FTW: Fast Similarity Search under the Time Warping Distance
PODS 2005, Baltimore, MD.
-
Jure Leskovec, Jon Kleinberg and Christos Faloutsos
Graphs over Time: Densification Laws, Shrinking Diameters
and Possible Explanations
KDD 2005, Chicago, IL.
("Best Research Paper" award).
-
Spiros Papadimitriou, Jimeng Sun and Christos Faloutsos
Streaming Pattern Discovery in Multiple Time-Series
VLDB 2005, Trondheim, Norway.
-
Spiros Papadimitriou, Aristides Gionis,
Panayiotis Tsaparas, Heikki Mannila,
and Christos Faloutsos,
Parameter-Free Spatial Data Mining Using MDL
ICDM, Houston, TX, U.S.A., November 27-30, 2005.
-
Jimeng Sun, Huiming Qu, Deepayan Chakrabarti, and Christos Faloutsos,
Neighborhood Formation and Anomaly Detection in Bipartite Graph
ICDM, Houston, TX, U.S.A., November 27-30, 2005.
-
Cui Zhu, Hiroyuki Kitagawa, and Christos Faloutsos,
Example-Based Robust Outlier Detection in High Dimensional Datasets
ICDM, Houston, TX, U.S.A., November 27-30, 2005.
-
Arnab Bhattacharya, Vebjorn Ljosa,
Jia-Yu Pan, Mark Verardo, Hyunjeong Yang, Christos Faloutsos
and Ambuj Singh
ViVo: Visual Vocabulary Construction for Mining Biomedical Images
ICDM, Houston, TX, U.S.A., November 27-30, 2005.
(won one of the five best student paper awards)
-
Steven W. Schlosser, Jiri Schindler,
Stratos Papadomanolakis, Minglong Shao, Anastassia
Ailamaki, Christos Faloutsos, and Gregory R. Ganger
On Multidimensional Data and Modern Disks
FAST 2005
(best paper award)
-
Jimeng Sun, Spiros Papadimitriou and Christos
Faloutsos
Distributed Pattern Discovery in Multiple Streams
PAKDD 2006.
-
Christian Boehm, Christos Faloutsos, Jia-Yu Pan, Claudia Plant
Robust Information-theoretic Clustering,
KDD 2006, Philadelphia, PA
-
Hanghang Tong, Christos Faloutsos
Center-Piece Subgraphs: Problem Definition and Fast Solutions,
KDD 2006, Philadelphia, PA
-
Jimeng Sun, Dacheng Tao, Christos Faloutsos
Beyond Streams and Graphs: Dynamic Tensor Analysis,
KDD 2006, Philadelphia, PA
-
Jia-Yu Pan, Andre Balan, Eric P. Xing, Agma Juci Machado Traina,
Christos Faloutsos
Automatic Mining of Fruit Fly Embryo Images
(poster)
KDD 2006, Philadelphia, PA
-
Jure Leskovec, Christos Faloutsos
Sampling from Large Graphs
(poster)
KDD 2006, Philadelphia, PA.
-
Duen Horng (Polo) Chau, Shashank Pandit and Christos Faloutsos
Detecting Fraudulent Personalities in Networks of Online Auctioneers
PKDD 2006, Berlin Germany.
-
Hanghang Tong, Christos Faloutsos, and Jia-Yu Pan
Fast Random Walk with Restart and Its Applications
ICDM 2006, Hong Kong.
-
Yasushi Sakurai
Christos Faloutsos
Masashi Yamamuro
Stream Monitoring under the Time Warping Distance
ICDE 2007, Istanbul, Turkey.
-
Deepayan Chakrabarti, Jure Leskovec, Christos Faloutsos,
Samuel Madden, Carlos Guestrin and Michalis Faloutsos
Information Survival Threshold in Sensor and P2P Networks
INFOCOM, Anchorage, Alaska, USA, May 2007.
-
Shashank Pandit, Duen Horng (Polo) Chau,
Samuel Wang and Christos Faloutsos
NetProbe: A Fast and Scalable System
for Fraud Detection in Online Auction Networks
WWW 2007, Banff, Alberta, Canada, May 8-12, 2007.
-
Jimeng Sun, Yinglian Xie, Hui Zhang and Christos Faloutsos
Less is More: Compact Matrix Decomposition for Large Sparse Graphs
(best research paper award)
SDM'07, Minneapolis, MN, USA, April 26-28, 2007.
-
Jure Leskovec, Mary McGlohon, Christos Faloutsos,
Natalie Glance and Matthew Hurst
Cascading Behavior in Large Blog Graphs
(poster presentation);
SDM'07, Minneapolis, MN, USA, April 26-28, 2007.
-
Mary McGlohon, Jure Leskovec, Christos Faloutsos,
Matthew Hurst and Natalie Glance
Finding patterns in blog shapes and blog evolution
Int. Conf. on Weblogs and Social Media
Boulder, CO, USA, March 26-28, 2007.
-
Jure Leskovec, Andreas Krause, Carlos Guestrin,
Christos Faloutsos, Jeanne VanBriesen, and Natalie Glance
Cost-effective Outbreak Detection in Networks
ACM SIGKDD Conference, San Jose, CA, August 2007.
(
expanded version, as CMU tech report
)
Best student paper award .
-
Hanghang Tong, Yehuda Koren, and Christos Faloutsos,
Fast Direction-Aware Proximity for Graph Mining
ACM SIGKDD Conference, San Jose, CA, August 2007.
-
Zhen Guo, Zhongfei Zhang, Eric Xing, and Christos Faloutsos,
Enhanced Max Margin Learning on Multimodal Data Mining
in a Multimedia Database
ACM SIGKDD Conference, San Jose, CA, August 2007.
-
Jimeng Sun, Spiros Papadimitriou, Philip S. Yu, and Christos Faloutsos,
GraphScope: Parameter-free Mining of Large Time-evolving Graphs
ACM SIGKDD Conference, San Jose, CA, August 2007.
-
Hanghang Tong, Brian Gallagher, Christos Faloutsos,
and Tina Eliassi-Rad
Fast Best-Effort Pattern Matching in Large Attributed Graphs
(short paper)
ACM SIGKDD Conference, San Jose, CA, August 2007.
-
Zhen Guo, Zhongfei Zhang, Eric Xing, and Christos Faloutsos,
A Max Margin Framework on Image Annotation and Multimodal Image Retrieval
ICME, Beijing, China, July 2-5, 2007.
-
Brent Bryan, Frederick Eberhardt and Christos Faloutsos
Compact Similarity Joins
ICDE 2008, Cancoun, Mexico (short paper).
-
Hanghang Tong, Spiros Papadimitriou, Philip S. Yu and Christos Faloutsos
Proximity Tracking on Time-Evolving Bipartite Graphs
SDM 08, Atlanta, GA, April 24-26, 2008.
-
Zhen Guo, Zhongfei Zhang, Eric P. Xing and Christos Faloutsos
Semi-supervised Learning Based on Semiparametric Regularization
SDM 08, Atlanta, GA, April 24-26, 2008.
-
Christian Boehm, Christos Faloutsos and Claudia Plant
Outlier-robust Clustering using ICA
SIGMOD 2008, Vancouver, Canada.
-
John D. Strunk, Eno Thereska, Christos Faloutsos and Gregory R. Ganger,
Using Utility to Provision Storage Systems
FAST, San Jose, CA,
Feb. 26-29, 2008.
-
B. Aditya Prakash, Ashwin Sridharan, Mukund Seshadri,
Sridhar Machiraju and Christos Faloutsos
EigenSpokes: Surprising Patterns and Scalable Community Chipping
in Large Graphs
PAKDD 2010, Hyderabad, India.
-
O.S. Vaz de Melo, Leman Akoglu, Christos Faloutsos
and Antonio A.F. Loureiro
Surprising Patterns for the Call Duration Distribution of Mobile Phone Users
ECML/PKDD, Barcelona, Spain, Sept. 2010
-
B. Aditya Prakash, Hanghang Tong, Nicholas Valler, Michalis Faloutsos
and Christos Faloutsos
Virus Propagation on Time-Varying Networks:
Theory and Immunization Algorithms
ECML/PKDD, Barcelona, Spain, Sept. 2010.
-
Danai Koutra, Tai-You Ke, U. Kang, Duen Horng Chau,
Hsing-Kuo Kenneth Pao, and Christos Faloutsos.
Unifying guilt-by-association approaches: theorems and fast algorithms.
ECML/PKDD'11, Athens, Greece.
-
Wolfgang Gatterbauer, Stephan Guennemann, Danai Koutra
and Christos Faloutsos
Linearized and Single-Pass Belief Propagation
VLDB'15, Kona, Hawaii, USA, Aug. 2015.
-
Danai Koutra, Di Jin, Yuanchi Ning, Christos Faloutsos
Perseus: An Interactive Large Scale Graph Mining and Visualization Tool
(DEMO)
VLDB 2015, Kohala Coast, Hawaii, Aug. 2015
-
Pravallika Devineni, Danai Koutra, Michalis Faloutsos,
and Christos Faloutsos.
If walls could talk:
Patterns and anomalies in Facebook wallposts.
ASONAM '15, Paris, France, Aug. 25-28, 2015.
|