| 2008 |
|---|
| 226 | EE | Bin Zhang,
Yi Zhou,
Christos Faloutsos:
Toward a Comprehensive Model in Internet Auction Fraud Detection.
HICSS 2008: 79 |
| 225 | EE | Jure Ferlez,
Christos Faloutsos,
Jure Leskovec,
Dunja Mladenic,
Marko Grobelnik:
Monitoring Network Evolution using MDL.
ICDE 2008: 1328-1330 |
| 224 | EE | Brent Bryan,
Frederick Eberhardt,
Christos Faloutsos:
Compact Similarity Joins.
ICDE 2008: 346-355 |
| 2007 |
|---|
| 223 | EE | Christos Faloutsos:
Data Mining Using Fractals and Power Laws.
APWeb/WAIM 2007: 1 |
| 222 | EE | Yasushi Sakurai,
Christos Faloutsos,
Masashi Yamamuro:
Stream Monitoring under the Time Warping Distance.
ICDE 2007: 1046-1055 |
| 221 | EE | Jure Leskovec,
Christos Faloutsos:
Scalable modeling of real graphs using Kronecker multiplication.
ICML 2007: 497-504 |
| 220 | EE | Deepayan Chakrabarti,
Jure Leskovec,
Christos Faloutsos,
Samuel Madden,
Carlos Guestrin,
Michalis Faloutsos:
Information Survival Threshold in Sensor and P2P Networks.
INFOCOM 2007: 1316-1324 |
| 219 | EE | Zhen Guo,
Zhongfei Zhang,
Eric P. Xing,
Christos Faloutsos:
Enhanced max margin learning on multimodal data mining in a multimedia database.
KDD 2007: 340-349 |
| 218 | EE | Jure Leskovec,
Andreas Krause,
Carlos Guestrin,
Christos Faloutsos,
Jeanne VanBriesen,
Natalie S. Glance:
Cost-effective outbreak detection in networks.
KDD 2007: 420-429 |
| 217 | EE | Jimeng Sun,
Christos Faloutsos,
Spiros Papadimitriou,
Philip S. Yu:
GraphScope: parameter-free mining of large time-evolving graphs.
KDD 2007: 687-696 |
| 216 | EE | Hanghang Tong,
Christos Faloutsos,
Brian Gallagher,
Tina Eliassi-Rad:
Fast best-effort pattern matching in large attributed graphs.
KDD 2007: 737-746 |
| 215 | EE | Hanghang Tong,
Christos Faloutsos,
Yehuda Koren:
Fast direction-aware proximity for graph mining.
KDD 2007: 747-756 |
| 214 | EE | Jimeng Sun,
Yinglian Xie,
Hui Zhang,
Christos Faloutsos:
Less is More: Compact Matrix Decomposition for Large Sparse Graphs.
SDM 2007 |
| 213 | EE | Jure Leskovec,
Mary McGlohon,
Christos Faloutsos,
Natalie S. Glance,
Matthew Hurst:
Patterns of Cascading Behavior in Large Blog Graphs.
SDM 2007 |
| 212 | EE | Christos Faloutsos,
Tamara G. Kolda,
Jimeng Sun:
Mining large graphs and streams using matrix and tensor tools.
SIGMOD Conference 2007: 1174 |
| 211 | EE | Marcos R. Vieira,
Caetano Traina Jr.,
Agma J. M. Traina,
Adriano S. Arantes,
Christos Faloutsos:
Boosting k-Nearest Neighbor Queries Estimating Suitable Query Radii.
SSDBM 2007: 10 |
| 210 | EE | Duen Horng Chau,
Shashank Pandit,
Samuel Wang,
Christos Faloutsos:
Parallel crawling for online social networks.
WWW 2007: 1283-1284 |
| 209 | EE | Shashank Pandit,
Duen Horng Chau,
Samuel Wang,
Christos Faloutsos:
Netprobe: a fast and scalable system for fraud detection in online auction networks.
WWW 2007: 201-210 |
| 208 | EE | Elaine P. M. de Sousa,
Caetano Traina Jr.,
Agma J. M. Traina,
Leejay Wu,
Christos Faloutsos:
A fast and effective method to find correlations among attributes in databases.
Data Min. Knowl. Discov. 14(3): 367-407 (2007) |
| 207 | EE | Christos Faloutsos,
Vasileios Megalooikonomou:
On data mining, compression, and Kolmogorov complexity.
Data Min. Knowl. Discov. 15(1): 3-20 (2007) |
| 206 | EE | Christopher W. Clifton,
Xindong Wu,
Christos Faloutsos:
TKDE Guidelines for Survey Papers.
IEEE Trans. Knowl. Data Eng. 19(11): 1449 (2007) |
| 205 | EE | Deepayan Chakrabarti,
Christos Faloutsos,
Yiping Zhan:
Visualization of large networks with min-cut plots, A-plots and R-MAT.
Int. J. Hum.-Comput. Stud. 65(5): 434-445 (2007) |
| 204 | EE | Jure Leskovec,
Jon M. Kleinberg,
Christos Faloutsos:
Graph evolution: Densification and shrinking diameters.
TKDD 1(1): (2007) |
| 203 | EE | Christian Böhm,
Christos Faloutsos,
Jia-Yu Pan,
Claudia Plant:
RIC: Parameter-free noise-robust clustering.
TKDD 1(3): (2007) |
| 202 | EE | Caetano Traina Jr.,
Roberto F. Santos Filho,
Agma J. M. Traina,
Marcos R. Vieira,
Christos Faloutsos:
The Omni-family of all-purpose access methods: a simple and effective way to make similarity search more efficient.
VLDB J. 16(4): 483-505 (2007) |
| 2006 |
|---|
| 201 | EE | Caetano Traina Jr.,
Agma J. M. Traina,
Marcos R. Vieira,
Adriano S. Arantes,
Christos Faloutsos:
Efficient processing of complex similarity queries in RDBMS through query rewriting.
CIKM 2006: 4-13 |
| 200 | EE | Jimeng Sun,
Evan Hoke,
John D. Strunk,
Gregory R. Ganger,
Christos Faloutsos:
Intelligent system monitoring on large clusters.
DMNS 2006: 47-52 |
| 199 | EE | Hanghang Tong,
Christos Faloutsos,
Jia-Yu Pan:
Fast Random Walk with Restart and Its Applications.
ICDM 2006: 613-622 |
| 198 | EE | José Fernando Rodrigues Jr.,
Agma J. M. Traina,
Christos Faloutsos,
Caetano Traina Jr.:
SuperGraph Visualization.
ISM 2006: 227-234 |
| 197 | EE | Jimeng Sun,
Dacheng Tao,
Christos Faloutsos:
Beyond streams and graphs: dynamic tensor analysis.
KDD 2006: 374-383 |
| 196 | EE | Hanghang Tong,
Christos Faloutsos:
Center-piece subgraphs: problem definition and fast solutions.
KDD 2006: 404-413 |
| 195 | EE | Jure Leskovec,
Christos Faloutsos:
Sampling from large graphs.
KDD 2006: 631-636 |
| 194 | EE | Christian Böhm,
Christos Faloutsos,
Jia-Yu Pan,
Claudia Plant:
Robust information-theoretic clustering.
KDD 2006: 65-75 |
| 193 | EE | Jia-Yu Pan,
André G. R. Balan,
Eric P. Xing,
Agma J. M. Traina,
Christos Faloutsos:
Automatic mining of fruit fly embryo images.
KDD 2006: 693-698 |
| 192 | EE | Jimeng Sun,
Spiros Papadimitriou,
Christos Faloutsos:
Distributed Pattern Discovery in Multiple Streams.
PAKDD 2006: 713-718 |
| 191 | EE | Duen Horng Chau,
Shashank Pandit,
Christos Faloutsos:
Detecting Fraudulent Personalities in Networks of Online Auctioneers.
PKDD 2006: 103-114 |
| 190 | EE | Wenyao Ho,
Asim Smailagic,
Daniel P. Siewiorek,
Christos Faloutsos:
An Adaptive Two-Phase Approach to WiFi Location Sensing.
PerCom Workshops 2006: 452-456 |
| 189 | EE | Elaine P. M. de Sousa,
Agma J. M. Traina,
Caetano Traina Jr.,
Christos Faloutsos:
Evaluating the intrinsic dimension of evolving data streams.
SAC 2006: 643-648 |
| 188 | EE | Christos Faloutsos:
Data Mining Using Fractals and Power Laws.
SETN 2006: 2 |
| 187 | EE | José Fernando Rodrigues Jr.,
Hanghang Tong,
Agma J. M. Traina,
Christos Faloutsos,
Jure Leskovec:
GMine: A System for Scalable, Interactive Graph Visualization and Mining.
VLDB 2006: 1195-1198 |
| 186 | EE | Evan Hoke,
Jimeng Sun,
Christos Faloutsos:
InteMon: Intelligent System Monitoring on Large Clusters.
VLDB 2006: 1239-1242 |
| 185 | EE | Deepayan Chakrabarti,
Christos Faloutsos:
Graph mining: Laws, generators, and algorithms.
ACM Comput. Surv. 38(1): (2006) |
| 184 | EE | Yufei Tao,
Christos Faloutsos,
Dimitris Papadias:
Spatial Query Estimation without the Local Uniformity Assumption.
GeoInformatica 10(3): 261-293 (2006) |
| 183 | EE | Evan Hoke,
Jimeng Sun,
John D. Strunk,
Gregory R. Ganger,
Christos Faloutsos:
InteMon: continuous mining of sensor data in large-scale self-infrastructures.
Operating Systems Review 40(3): 38-44 (2006) |
| 2005 |
|---|
| 182 | EE | Steven W. Schlosser,
Jiri Schindler,
Stratos Papadomanolakis,
Minglong Shao,
Anastassia Ailamaki,
Christos Faloutsos,
Gregory R. Ganger:
On Multidimensional Data and Modern Disks.
FAST 2005 |
| 181 | EE | Jimeng Sun,
Spiros Papadimitriou,
Christos Faloutsos:
Online Latent Variable Detection in Sensor Networks.
ICDE 2005: 1126-1127 |
| 180 | EE | Yasushi Sakurai,
Spiros Papadimitriou,
Christos Faloutsos:
AutoLag: Automatic Discovery of Lag Correlations in Stream Data.
ICDE 2005: 159-160 |
| 179 | EE | Vasileios Megalooikonomou,
Qiang Wang,
Guo Li,
Christos Faloutsos:
A Multiresolution Symbolic Representation of Time Series.
ICDE 2005: 668-679 |
| 178 | EE | Spiros Papadimitriou,
Aristides Gionis,
Panayiotis Tsaparas,
Risto A. Väisänen,
Heikki Mannila,
Christos Faloutsos:
Parameter-Free Spatial Data Mining Using MDL.
ICDM 2005: 346-353 |
| 177 | EE | Jimeng Sun,
Huiming Qu,
Deepayan Chakrabarti,
Christos Faloutsos:
Neighborhood Formation and Anomaly Detection in Bipartite Graphs.
ICDM 2005: 418-425 |
| 176 | EE | Arnab Bhattacharya,
Vebjorn Ljosa,
Jia-Yu Pan,
Mark R. Verardo,
Hyung-Jeong Yang,
Christos Faloutsos,
Ambuj K. Singh:
ViVo: Visual Vocabulary Construction for Mining Biomedical Images.
ICDM 2005: 50-57 |
| 175 | EE | Cui Zhu,
Hiroyuki Kitagawa,
Christos Faloutsos:
Example-Based Robust Outlier Detection in High Dimensional Datasets.
ICDM 2005: 829-832 |
| 174 | EE | Jure Leskovec,
Jon M. Kleinberg,
Christos Faloutsos:
Graphs over time: densification laws, shrinking diameters and possible explanations.
KDD 2005: 177-187 |
| 173 | EE | Jure Leskovec,
Deepayan Chakrabarti,
Jon M. Kleinberg,
Christos Faloutsos:
Realistic, Mathematically Tractable Graph Generation and Evolution, Using Kronecker Multiplication.
PKDD 2005: 133-145 |
| 172 | EE | Yasushi Sakurai,
Masatoshi Yoshikawa,
Christos Faloutsos:
FTW: fast similarity search under the time warping distance.
PODS 2005: 326-337 |
| 171 | | Christos Faloutsos:
Mining Time Series Data.
SBBD 2005: 4-5 |
| 170 | EE | Yasushi Sakurai,
Spiros Papadimitriou,
Christos Faloutsos:
BRAID: Stream Mining through Group Lag Correlations.
SIGMOD Conference 2005: 599-610 |
| 169 | EE | Robert F. Murphy,
Christos Faloutsos:
Research issues in protein location image databases.
SIGMOD Conference 2005: 966-967 |
| 168 | EE | Spiros Papadimitriou,
Jimeng Sun,
Christos Faloutsos:
Streaming Pattern Discovery in Multiple Time-Series.
VLDB 2005: 697-708 |
| 167 | EE | Masafumi Hamamoto,
Hiroyuki Kitagawa,
Jia-Yu Pan,
Christos Faloutsos:
A Comparative Study of Feature Vector-Based Topic Detection Schemes A Comparative Study of Feature Vector-Based Topic Detection Schemes.
WIRI 2005: 122-127 |
| 166 | EE | Xindong Wu,
Christos Faloutsos:
Editorial: TKDE Topic Area Revisions.
IEEE Trans. Knowl. Data Eng. 17(6): 731-733 (2005) |
| 165 | EE | Angeline Wong,
Leejay Wu,
Phillip B. Gibbons,
Christos Faloutsos:
Fast estimation of fractal dimension and correlation integral on stream data.
Inf. Process. Lett. 93(2): 91-97 (2005) |
| 164 | EE | Jimeng Sun,
Huiming Qu,
Deepayan Chakrabarti,
Christos Faloutsos:
Relevance search and anomaly detection in bipartite graphs.
SIGKDD Explorations 7(2): 48-55 (2005) |
| 2004 |
|---|
| 163 | EE | Krishna Kumaraswamy,
Christos Faloutsos,
Guoqiang Shan,
Vasileios Megalooikonomou:
Relation between Fractal Dimension and Performance of Vector Quantization.
Data Compression Conference 2004: 547 |
| 162 | | Jernej Barbic,
Alla Safonova,
Jia-Yu Pan,
Christos Faloutsos,
Jessica K. Hodgins,
Nancy S. Pollard:
Segmenting Motion Capture Data into Distinct Behaviors.
Graphics Interface 2004: 185-194 |
| 161 | EE | Yufei Tao,
Dimitris Papadias,
Christos Faloutsos:
Approximate Temporal Aggregation.
ICDE 2004: 190-201 |
| 160 | EE | Jia-Yu Pan,
Hyung-Jeong Yang,
Christos Faloutsos:
MMSS: Multi-Modal Story-Oriented Video Summarization.
ICDM 2004: 491-494 |
| 159 | | Jia-Yu Pan,
Hyung-Jeong Yang,
Pinar Duygulu,
Christos Faloutsos:
Automatic image captioning.
ICME 2004: 1987-1990 |
| 158 | EE | Christos Faloutsos,
Kevin S. McCurley,
Andrew Tomkins:
Fast discovery of connection subgraphs.
KDD 2004: 118-127 |
| 157 | EE | Edoardo Airoldi,
Christos Faloutsos:
Recovering latent time-series from their observed sums: network tomography with particle filters.
KDD 2004: 30-39 |
| 156 | EE | Jia-Yu Pan,
Hyung-Jeong Yang,
Christos Faloutsos,
Pinar Duygulu:
Automatic multimedia cross-modal correlation discovery.
KDD 2004: 653-658 |
| 155 | EE | Deepayan Chakrabarti,
Spiros Papadimitriou,
Dharmendra S. Modha,
Christos Faloutsos:
Fully automatic cross-associations.
KDD 2004: 79-88 |
| 154 | EE | Mengzhi Wang,
Kinman Au,
Anastassia Ailamaki,
Anthony Brockwell,
Christos Faloutsos,
Gregory R. Ganger:
Storage Device Performance Prediction with CART Models.
MASCOTS 2004: 588-595 |
| 153 | | Jia-Yu Pan,
Hyung-Jeong Yang,
Christos Faloutsos,
Pinar Duygulu:
GCap: Graph-Based Automatic Image Captioning.
MDDE 2004 |
| 152 | EE | Cui Zhu,
Hiroyuki Kitagawa,
Spiros Papadimitriou,
Christos Faloutsos:
OBE: Outlier by Example.
PAKDD 2004: 222-234 |
| 151 | EE | Jia-Yu Pan,
Hiroyuki Kitagawa,
Christos Faloutsos,
Masafumi Hamamoto:
AutoSplit: Fast and Scalable Discovery of Hidden Variables in Stream and Multimedia Databases.
PAKDD 2004: 519-528 |
| 150 | EE | Deepayan Chakrabarti,
Yiping Zhan,
Christos Faloutsos:
R-MAT: A Recursive Model for Graph Mining.
SDM 2004 |
| 149 | | Orna Raz,
Rebecca B. Buchheit,
Mary Shaw,
Philip Koopman,
Christos Faloutsos:
Automated Assistance for Eliciting User Expectations.
SEKE 2004: 80-85 |
| 148 | EE | Mengzhi Wang,
Kinman Au,
Anastassia Ailamaki,
Anthony Brockwell,
Christos Faloutsos,
Gregory R. Ganger:
Storage device performance prediction with CART models.
SIGMETRICS 2004: 412-413 |
| 147 | EE | Yufei Tao,
Christos Faloutsos,
Dimitris Papadias,
Bin Liu:
Prediction and Indexing of Moving Objects with Unknown Motion Patterns.
SIGMOD Conference 2004: 611-622 |
| 146 | EE | Christos Faloutsos:
Indexing and Mining Streams.
SIGMOD Conference 2004: 969 |
| 145 | EE | Rakesh Agrawal,
Roberto J. Bayardo Jr.,
Christos Faloutsos,
Jerry Kiernan,
Ralf Rantzau,
Ramakrishnan Srikant:
Auditing Compliance with a Hippocratic Database.
VLDB 2004: 516-527 |
| 144 | EE | Krishna Kumaraswamy,
Vasileios Megalooikonomou,
Christos Faloutsos:
Fractal dimension and vector quantization.
Inf. Process. Lett. 91(3): 107-113 (2004) |
| 143 | EE | Spiros Papadimitriou,
Anthony Brockwell,
Christos Faloutsos:
Adaptive, unsupervised stream mining.
VLDB J. 13(3): 222-239 (2004) |
| 2003 |
|---|
| 142 | | Lise Getoor,
Ted E. Senator,
Pedro Domingos,
Christos Faloutsos:
Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 24 - 27, 2003
ACM 2003 |
| 141 | EE | Yufei Tao,
Christos Faloutsos,
Dimitris Papadias:
The power-method: a comprehensive estimation technique for multi-dimensional queries.
CIKM 2003: 83-90 |
| 140 | EE | Christos Faloutsos:
Next Generation Data Mining Tools: Power Laws and Self-similarity for Graphs, Streams and Traditional Data.
ECML 2003: 10-15 |
| 139 | EE | Spiros Papadimitriou,
Hiroyuki Kitagawa,
Phillip B. Gibbons,
Christos Faloutsos:
LOCI: Fast Outlier Detection Using the Local Correlation Integral.
ICDE 2003: 315- |
| 138 | EE | Christopher R. Palmer,
Christos Faloutsos:
Electricity Based External Similarity of Categorical Attributes.
PAKDD 2003: 486-500 |
| 137 | EE | Christos Faloutsos:
Next Generation Data Mining Tools: Power Laws and Self-similarity for Graphs, Streams and Traditional Data.
PKDD 2003: 10-15 |
| 136 | EE | Yang Wang,
Deepayan Chakrabarti,
Chenxi Wang,
Christos Faloutsos:
Epidemic Spreading in Real Networks: An Eigenvalue Viewpoint.
SRDS 2003: 25-34 |
| 135 | EE | Spiros Papadimitriou,
Christos Faloutsos:
Cross-Outlier Detection.
SSTD 2003: 199-213 |
| 134 | EE | Spiros Papadimitriou,
Anthony Brockwell,
Christos Faloutsos:
Adaptive, Hands-Off Stream Mining.
VLDB 2003: 560-571 |
| 133 | EE | Georgos Siganos,
Michalis Faloutsos,
Petros Faloutsos,
Christos Faloutsos:
Power laws and the AS-level internet topology.
IEEE/ACM Trans. Netw. 11(4): 514-524 (2003) |
| 132 | EE | Anastassia Ailamaki,
Christos Faloutsos,
Paul S. Fischbeck,
Mitchell J. Small,
Jeanne VanBriesen:
An environmental sensor network to determine drinking water quality and security.
SIGMOD Record 32(4): 47-52 (2003) |
| 2002 |
|---|
| 131 | EE | Deepayan Chakrabarti,
Christos Faloutsos:
F4: large-scale automated forecasting using fractals.
CIKM 2002: 2-9 |
| 130 | EE | Caetano Traina Jr.,
Agma J. M. Traina,
Roberto F. Santos Filho,
Christos Faloutsos:
How to improve the pruning ability of dynamic metric access methods.
CIKM 2002: 219-226 |
| 129 | EE | Jia-Yu Pan,
Christos Faloutsos:
"GeoPlot": spatial data mining on video libraries.
CIKM 2002: 405-412 |
| 128 | EE | Christos Faloutsos:
Future directions in data mining: streams, networks, self-similarity and power laws.
CIKM 2002: 93 |
| 127 | EE | Myoung-Ah Kang,
Christos Faloutsos,
Robert Laurini,
Sylvie Servigne:
Indexing Values in Continuous Field Databases.
EDBT 2002: 197-214 |
| 126 | EE | Jia-Yu Pan,
Christos Faloutsos:
VideoCube: A Novel Tool for Video Mining and Classification.
ICADL 2002: 194-205 |
| 125 | EE | Mengzhi Wang,
Ngai Hang Chan,
Spiros Papadimitriou,
Christos Faloutsos,
Tara M. Madhyastha:
Data Mining Meets Performance Evaluation: Fast Algorithms for Modeling Bursty Traffic.
ICDE 2002: 507-516 |
| 124 | | Maria Camila Nardini Barioni,
Elisângela Botelho,
Christos Faloutsos,
Humberto Luiz Razente,
Agma J. M. Traina,
Caetano Traina Jr.:
Data Visualization in RDBMS.
ISDB 2002: 264-269 |
| 123 | EE | Leejay Wu,
Christos Faloutsos:
Making every bit count: fast nonlinear axis scaling.
KDD 2002: 664-669 |
| 122 | EE | Christopher R. Palmer,
Phillip B. Gibbons,
Christos Faloutsos:
ANF: a fast and scalable tool for data mining in massive graphs.
KDD 2002: 81-90 |
| 121 | | Christos Faloutsos:
Sensor Data Mining: Similarity Search and Pattern Analysis.
VLDB 2002 |
| 120 | EE | Padhraic Smyth,
Daryl Pregibon,
Christos Faloutsos:
Data-driven evolution of data mining algorithms.
Commun. ACM 45(8): 33-37 (2002) |
| 119 | EE | Caetano Traina Jr.,
Agma J. M. Traina,
Christos Faloutsos,
Bernhard Seeger:
Fast Indexing and Visualization of Metric Data Sets using Slim-Trees.
IEEE Trans. Knowl. Data Eng. 14(2): 244-260 (2002) |
| 118 | EE | Euripides G. M. Petrakis,
Christos Faloutsos,
King-Ip Lin:
ImageMap: An Image Indexing Method Based on Spatial Similarity.
IEEE Trans. Knowl. Data Eng. 14(5): 979-987 (2002) |
| 117 | | Costas Georgiadis,
Peter Triantafillou,
Christos Faloutsos:
Fundamentals of Scheduling and Performance of Video Tape Libraries.
Multimedia Tools Appl. 18(2): 137-158 (2002) |
| 116 | | Mengzhi Wang,
Anastassia Ailamaki,
Christos Faloutsos:
Capturing the spatio-temporal behavior of real traffic data.
Perform. Eval. 49(1/4): 147-163 (2002) |
| 115 | EE | Jafar Adibi,
Christos Faloutsos:
KDD-2002 Workshop Report Fractals and Self-similarity in Data Mining: Issues and Approaches.
SIGKDD Explorations 4(2): 115-117 (2002) |
| 2001 |
|---|
| 114 | EE | Roberto F. Santos Filho,
Agma J. M. Traina,
Caetano Traina Jr.,
Christos Faloutsos:
Similarity Search without Tears: The OMNI Family of All-purpose Access Methods.
ICDE 2001: 623-630 |
| 113 | EE | Jia-Yu Pan,
Christos Faloutsos:
VideoGraph: a new tool for video mining and classification.
JCDL 2001: 116-117 |
| 112 | EE | Zhiqiang Bi,
Christos Faloutsos,
Flip Korn:
The "DGX" distribution for mining massive, skewed data.
KDD 2001: 17-26 |
| 111 | EE | Agma J. M. Traina,
Caetano Traina Jr.,
Spiros Papadimitriou,
Christos Faloutsos:
Tri-plots: scalable tools for multidimensional data mining.
KDD 2001: 184-193 |
| 110 | EE | Dimitris Margaritis,
Christos Faloutsos,
Sebastian Thrun:
NetCube: A Scalable Tool for Fast Data Mining and Compression.
VLDB 2001: 311-320 |
| 109 | EE | Erik Riedel,
Christos Faloutsos,
Garth A. Gibson,
David Nagle:
Active Disks for Large-Scale Data Processing.
IEEE Computer 34(6): 68-74 (2001) |
| 108 | EE | Alan L. Montgomery,
Christos Faloutsos:
Identifying Web Browsing Trends and Patterns.
IEEE Computer 34(7): 94-95 (2001) |
| 107 | EE | Leejay Wu,
Christos Faloutsos,
Katia P. Sycara,
Terry R. Payne:
Multimedia Queries by Example and Relevance Feedback.
IEEE Data Eng. Bull. 24(3): 14-21 (2001) |
| 106 | EE | Bongki Moon,
H. V. Jagadish,
Christos Faloutsos,
Joel H. Saltz:
Analysis of the Clustering Properties of the Hilbert Space-Filling Curve.
IEEE Trans. Knowl. Data Eng. 13(1): 124-141 (2001) |
| 105 | EE | Flip Korn,
Bernd-Uwe Pagel,
Christos Faloutsos:
On the 'Dimensionality Curse' and the 'Self-Similarity Blessing'.
IEEE Trans. Knowl. Data Eng. 13(1): 96-111 (2001) |
| 104 | EE | Guido Proietti,
Christos Faloutsos:
Accurate Modeling of Region Data.
IEEE Trans. Knowl. Data Eng. 13(6): 874-883 (2001) |
| 2000 |
|---|
| 103 | EE | Caetano Traina Jr.,
Agma J. M. Traina,
Bernhard Seeger,
Christos Faloutsos:
Slim-Trees: High Performance Metric Trees Minimizing Overlap Between Nodes.
EDBT 2000: 51-65 |
| 102 | EE | Byoung-Kee Yi,
Nikolaos Sidiropoulos,
Theodore Johnson,
H. V. Jagadish,
Christos Faloutsos,
Alexandros Biliris:
Online Data Mining for Co-Evolving Time Sequences.
ICDE 2000: 13-22 |
| 101 | EE | Caetano Traina Jr.,
Agma J. M. Traina,
Christos Faloutsos:
Distance Exponent: A New Concept for Selectivity Estimation in Metric Trees.
ICDE 2000: 195 |
| 100 | EE | Bernd-Uwe Pagel,
Flip Korn,
Christos Faloutsos:
Deflating the Dimensionality Curse Using Multiple Fractal Dimensions.
ICDE 2000: 589-598 |
| 99 | | Caetano Traina Jr.,
Agma J. M. Traina,
Leejay Wu,
Christos Faloutsos:
Fast Feature Selection Using Fractal Dimension.
SBBD 2000: 158-171 |
| 98 | EE | Erik Riedel,
Christos Faloutsos,
Gregory R. Ganger,
David Nagle:
Data Mining on an OLTP System (Nearly) for Free.
SIGMOD Conference 2000: 13-21 |
| 97 | EE | Christos Faloutsos,
Bernhard Seeger,
Agma J. M. Traina,
Caetano Traina Jr.:
Spatial Join Selectivity Using Power Laws.
SIGMOD Conference 2000: 177-188 |
| 96 | EE | Christopher R. Palmer,
Christos Faloutsos:
Density Biased Sampling: An Improved Method for Data Mining and Clustering.
SIGMOD Conference 2000: 82-92 |
| 95 | | Christos Faloutsos:
Searching, Data Mining and Visualization of Multimedia Data.
VDB 2000: 141- |
| 94 | EE | Leejay Wu,
Christos Faloutsos,
Katia P. Sycara,
Terry R. Payne:
FALCON: Feedback Adaptive Loop for Content-Based Retrieval.
VLDB 2000: 297-306 |
| 93 | EE | Byoung-Kee Yi,
Christos Faloutsos:
Fast Time Sequence Indexing for Arbitrary Lp Norms.
VLDB 2000: 385-394 |
| 92 | EE | Guido Proietti,
Christos Faloutsos:
Analysis of Range Queries and Self-Spatial Join Queries on Real Region Datasets Stored Using an R-Tree.
IEEE Trans. Knowl. Data Eng. 12(5): 751-762 (2000) |
| 91 | EE | Kenneth A. Ross,
Christos Faloutsos,
Alon Y. Levy,
Patrick E. O'Neil,
Eric Simon,
Divesh Srivastava,
Victor Vianu,
Gerhard Weikum:
Reminiscences on Influential Papers.
SIGMOD Record 29(1): 52-65 (2000) |
| 90 | EE | Flip Korn,
Alexandros Labrinidis,
Yannis Kotidis,
Christos Faloutsos:
Quantifiable Data Mining Using Ratio Rules.
VLDB J. 8(3-4): 254-266 (2000) |
| 1999 |
|---|
| 89 | | Alex Delis,
Christos Faloutsos,
Shahram Ghandeharizadeh:
SIGMOD 1999, Proceedings ACM SIGMOD International Conference on Management of Data, June 1-3, 1999, Philadelphia, Pennsylvania, USA.
ACM Press 1999 |
| 88 | EE | Guido Proietti,
Christos Faloutsos:
I/O Complexity for Range Queries on Region Data Stored Using an R-tree.
ICDE 1999: 628-635 |
| 87 | EE | Michalis Faloutsos,
Petros Faloutsos,
Christos Faloutsos:
On Power-law Relationships of the Internet Topology.
SIGCOMM 1999: 251-262 |
| 86 | | Sebastian Thrun,
Christos Faloutsos,
Tom M. Mitchell,
Larry Wasserman:
Automated Learning and Discovery Stat-Of-The-Art and Research Topics in a Rapidly Growing Field.
AI Magazine 20(3): 78-82 (1999) |
| 1998 |
|---|
| 85 | EE | Guido Proietti,
Christos Faloutsos:
Selectivity Estimation of Window Queries.
CIKM 1998: 340-347 |
| 84 | EE | Yihong Gong,
Guido Proietti,
Christos Faloutsos:
Image Indexing and Retrieval Based on Human Perceptual Color Clustering.
CVPR 1998: 578-585 |
| 83 | EE | Byoung-Kee Yi,
H. V. Jagadish,
Christos Faloutsos:
Efficient Retrieval of Similar Time Sequences Under Time Warping.
ICDE 1998: 201-208 |
| 82 | | Vikrant Kobla,
David S. Doermann,
Christos Faloutsos:
Developing High-Level Representations of Video Clips using VideoTrails.
Storage and Retrieval for Image and Video Databases (SPIE) 1998: 81-92 |
| 81 | EE | Yoshiharu Ishikawa,
Ravishankar Subramanya,
Christos Faloutsos:
MindReader: Querying Databases Through Multiple Examples.
VLDB 1998: 218-227 |
| 80 | EE | Flip Korn,
Alexandros Labrinidis,
Yannis Kotidis,
Christos Faloutsos:
Ratio Rules: A New Paradigm for Fast, Quantifiable Data Mining.
VLDB 1998: 582-593 |
| 79 | EE | Erik Riedel,
Garth A. Gibson,
Christos Faloutsos:
Active Storage for Large-Scale Data Mining and Multimedia.
VLDB 1998: 62-73 |
| 78 | EE | Alberto Belussi,
Christos Faloutsos:
Self-Spacial Join Selectivity Estimation Using Fractal Concepts.
ACM Trans. Inf. Syst. 16(2): 161-201 (1998) |
| 77 | EE | Anil Kumar,
Vassilis J. Tsotras,
Christos Faloutsos:
Designing Access Methods for Bitemporal Databases.
IEEE Trans. Knowl. Data Eng. 10(1): 1-20 (1998) |
| 76 | EE | Flip Korn,
Nikolaos Sidiropoulos,
Christos Faloutsos,
Eliot Siegel,
Zenon Protopapas:
Fast and Effective Retrieval of Medical Tumor Shapes.
IEEE Trans. Knowl. Data Eng. 10(6): 889-904 (1998) |
| 75 | | Peter Triantafillou,
Christos Faloutsos:
Overlay Striping and Optimal Parallel I/O for Modern Applications.
Parallel Computing 24(1): 21-43 (1998) |
| 1997 |
|---|
| 74 | | Carlo Zaniolo,
Stefano Ceri,
Christos Faloutsos,
Richard T. Snodgrass,
V. S. Subrahmanian,
Roberto Zicari:
Advanced Database Systems.
Morgan Kaufmann 1997 |
| 73 | EE | Vikrant Kobla,
David S. Doermann,
Christos Faloutsos:
VideoTrails: Representing and Visualizing Structure in Video Sequences.
ACM Multimedia 1997: 335-346 |
| 72 | EE | Flip Korn,
H. V. Jagadish,
Christos Faloutsos:
Efficiently Supporting Ad Hoc Queries in Large Datasets of Time Sequences.
SIGMOD Conference 1997: 289-300 |
| 71 | | Vikrant Kobla,
David S. Doermann,
King-Ip Lin,
Christos Faloutsos:
Compressed-Domain Video Indexing Techniques Using DCT and Motion Vector Information in MPEG Video.
Storage and Retrieval for Image and Video Databases (SPIE) 1997: 200-211 |
| 70 | | Brent Agnew,
Christos Faloutsos,
Zhengyu Wang,
Donald J. Welch,
Xiaogang Xue:
Multimedia Indexing over the Web.
Storage and Retrieval for Image and Video Databases (SPIE) 1997: 72-83 |
| 69 | EE | Timos K. Sellis,
Nick Roussopoulos,
Christos Faloutsos:
Multidimensional Access Methods: Trees Have Grown Everywhere.
VLDB 1997: 13-14 |
| 68 | EE | Christos Faloutsos,
H. V. Jagadish,
Nikolaos Sidiropoulos:
Recovering Information from Summary Data.
VLDB 1997: 36-45 |
| 67 | | Christos Faloutsos:
Indexing of Multimedia Data.
Multimedia Databases in Perspective 1997: 219-245 |
| 66 | EE | Daniel Barbará,
William DuMouchel,
Christos Faloutsos,
Peter J. Haas,
Joseph M. Hellerstein,
Yannis E. Ioannidis,
H. V. Jagadish,
Theodore Johnson,
Raymond T. Ng,
Viswanath Poosala,
Kenneth A. Ross,
Kenneth C. Sevcik:
The New Jersey Data Reduction Report.
IEEE Data Eng. Bull. 20(4): 3-45 (1997) |
| 65 | EE | Christos Faloutsos,
H. V. Jagadish,
Yannis Manolopoulos:
Analysis of the n-Dimensional Quadtree Decomposition for Arbitrary Hyperectangles.
IEEE Trans. Knowl. Data Eng. 9(3): 373-383 (1997) |
| 64 | EE | Euripides G. M. Petrakis,
Christos Faloutsos:
Similarity Searching in Medical Image Databases.
IEEE Trans. Knowl. Data Eng. 9(3): 435-447 (1997) |
| 63 | | Christos Faloutsos,
Ibrahim Kamel:
Relaxing the Uniformity and Independence Assumptions Using the Concept of Fractal Dimension.
J. Comput. Syst. Sci. 55(2): 229-240 (1997) |
| 1996 |
|---|
| 62 | EE | Nick Koudas,
Christos Faloutsos,
Ibrahim Kamel:
Declustering Spatial Databases on a Multi-Computer Architecture.
EDBT 1996: 592-614 |
| 61 | EE | Flip Korn,
Nikolaos Sidiropoulos,
Christos Faloutsos,
Eliot Siegel,
Zenon Protopapas:
Fast Nearest Neighbor Search in Medical Image Databases.
VLDB 1996: 215-226 |
| 60 | EE | Christos Faloutsos,
Yossi Matias,
Abraham Silberschatz:
Modeling Skewed Distribution Using Multifractals and the `80-20' Law.
VLDB 1996: 307-317 |
| 59 | EE | Christos Faloutsos,
Volker Gaede:
Analysis of n-Dimensional Quadtrees using the Hausdorff Fractal Dimension
VLDB 1996: 40-50 |
| 58 | | Manish Arya,
William F. Cody,
Christos Faloutsos,
Joel Richardson,
Arthur Toya:
Design and Implementation of QBISM, a 3D Medical Image Database System.
Multimedia Database System: Issues and Research Direction 1996: 79-100 |
| 57 | | Yannis Manolopoulos,
Christos Faloutsos:
Experimenting with Pattern-Matching Algorithms.
Inf. Sci. 90(1-4): 75-89 (1996) |
| 1995 |
|---|
| 56 | EE | Christos Faloutsos,
King-Ip Lin:
FastMap: A Fast Algorithm for Indexing, Data-Mining and Visualization of Traditional and Multimedia Datasets.
SIGMOD Conference 1995: 163-174 |
| 55 | EE | Christos Faloutsos:
Indexing Multimedia Databases (Tutorial).
SIGMOD Conference 1995: 467 |
| 54 | | Anil Kumar,
Vassilis J. Tsotras,
Christos Faloutsos:
Access Methods for Bi-Temporal Databases
Temporal Databases 1995: 235-254 |
| 53 | EE | Alberto Belussi,
Christos Faloutsos:
Estimating the Selectivity of Spatial Queries Using the `Correlation' Fractal Dimension.
VLDB 1995: 299-310 |
| 52 | EE | Christos Faloutsos:
Fast Searching by Content in Multimedia Databases.
IEEE Data Eng. Bull. 18(4): 31-40 (1995) |
| 51 | | Christos Faloutsos,
Raymond T. Ng,
Timos K. Sellis:
Flexible and Adaptable Buffer Management Techniques for Database Management Systems.
IEEE Trans. Computers 44(4): 546-560 (1995) |
| 1994 |
|---|
| 50 | EE | George Panagopoulos,
Christos Faloutsos:
Bit-Sliced Signature Files for Very Large Text Databases an a Parallel Machine Architecture.
EDBT 1994: 379-392 |
| 49 | EE | Manish Arya,
William F. Cody,
Christos Faloutsos,
Joel Richardson,
Arthur Toya:
QBISM: Extending a DBMS to Support 3D Medical Images.
ICDE 1994: 314-325 |
| 48 | EE | Christos Faloutsos,
Ibrahim Kamel:
Beyond Uniformity and Independence: Analysis of R-trees Using the Concept of Fractal Dimension.
PODS 1994: 4-13 |
| 47 | EE | Christos Faloutsos,
M. Ranganathan,
Yannis Manolopoulos:
Fast Subsequence Matching in Time-Series Databases.
SIGMOD Conference 1994: 419-429 |
| 46 | EE | Rakesh Agrawal,
Michael J. Carey,
Christos Faloutsos,
Sakti P. Ghosh,
Maurice A. W. Houtsma,
Tomasz Imielinski,
Balakrishna R. Iyer,
A. Mahboob,
H. Miranda,
Ramakrishnan Srikant,
Arun N. Swami:
Quest: A Project on Database Mining.
SIGMOD Conference 1994: 514 |
| 45 | EE | Ibrahim Kamel,
Christos Faloutsos:
Hilbert R-tree: An Improved R-tree using Fractals.
VLDB 1994: 500-509 |
| 44 | | Christos Faloutsos,
Ron Barber,
Myron Flickner,
Jim Hafner,
Wayne Niblack,
Dragutin Petkovic,
William Equitz:
Efficient and Effective Querying by Image Content.
J. Intell. Inf. Syst. 3(3/4): 231-262 (1994) |
| 43 | EE | King-Ip Lin,
H. V. Jagadish,
Christos Faloutsos:
The TV-Tree: An Index Structure for High-Dimensional Data
VLDB J. 3(4): 517-542 (1994) |
| 1993 |
|---|
| 42 | EE | Ibrahim Kamel,
Christos Faloutsos:
On Packing R-trees.
CIKM 1993: 490-499 |
| 41 | | Rakesh Agrawal,
Christos Faloutsos,
Arun N. Swami:
Efficient Similarity Search In Sequence Databases.
FODO 1993: 69-84 |
| 40 | EE | Christos Faloutsos,
Pravin Bhagwat:
Declustering Using Fractals.
PDIS 1993: 18-25 |
| 39 | | Wayne Niblack,
Ron Barber,
William Equitz,
Myron Flickner,
Eduardo H. Glasman,
Dragutin Petkovic,
Peter Yanker,
Christos Faloutsos,
Gabriel Taubin:
The QBIC Project: Querying Images by Content, Using Color, Texture, and Shape.
Storage and Retrieval for Image and Video Databases (SPIE) 1993: 173-187 |
| 38 | EE | Manish Arya,
William F. Cody,
Christos Faloutsos,
Joel Richardson,
Arthur Toya:
QBISM: A Prototype 3-D Medical Image Database System.
IEEE Data Eng. Bull. 16(1): 38-42 (1993) |
| 37 | EE | Christos Faloutsos,
Ibrahim Kamel:
High Performance R-trees.
IEEE Data Eng. Bull. 16(3): 28-33 (1993) |
| 1992 |
|---|
| 36 | EE | Christos Faloutsos,
H. V. Jagadish:
Hybrid Index Organizations for Text Databases.
EDBT 1992: 310-327 |
| 35 | EE | Ibrahim Kamel,
Christos Faloutsos:
Parallel R-trees.
SIGMOD Conference 1992: 195-204 |
| 34 | EE | Christos Faloutsos,
H. V. Jagadish:
On B-Tree Indices for Skewed Distributions.
VLDB 1992: 363-374 |
| 33 | | Christos Faloutsos:
Signature Files.
Information Retrieval: Data Structures & Algorithms 1992: 44-65 |
| 32 | EE | Zheng Lin,
Christos Faloutsos:
Frame-Sliced Signature Files.
IEEE Trans. Knowl. Data Eng. 4(3): 281-289 (1992) |
| 31 | EE | Christos Faloutsos:
Analytical results on the quadtree decomposition of arbitrary rectangles.
Pattern Recognition Letters 13(1): 31-40 (1992) |
| 1991 |
|---|
| 30 | EE | Christos Faloutsos,
Yi Rong:
DOT: A Spatial Access Method Using Fractals.
ICDE 1991: 152-159 |
| 29 | EE | Raymond T. Ng,
Christos Faloutsos,
Timos K. Sellis:
Flexible Buffer Allocation Based on Marginal Gains.
SIGMOD Conference 1991: 387-396 |
| 28 | EE | Christos Faloutsos,
Raymond T. Ng,
Timos K. Sellis:
Predictive Load Control for Flexible Buffer Allocation.
VLDB 1991: 265-274 |
| 27 | | Christos Faloutsos,
Dimitris N. Metaxas:
Disk Allocation Methods Using Error Correcting Codes.
IEEE Trans. Computers 40(8): 907-914 (1991) |
| 26 | EE | Nick Roussopoulos,
Leo Mark,
Timos K. Sellis,
Christos Faloutsos:
An Architecture for High Performance Engineering Information Systems.
IEEE Trans. Software Eng. 17(1): 22-33 (1991) |
| 1990 |
|---|
| 25 | | Yannis Manolopoulos,
Christos Faloutsos:
Analysis for the End of Block Wasted Space.
BIT 30(4): 620-630 (1990) |
| 24 | | Christos Faloutsos,
Raymond Lee,
Catherine Plaisant,
Ben Shneiderman:
Incorporating String Search in a Hypertext System: User Interface and Signature File Design Issues.
Hypermedia 2(3): 183-200 (1990) |
| 23 | EE | Christos Faloutsos:
Signature-Based Text Retrieval Methods: A Survey.
IEEE Data Eng. Bull. 13(1): 25-32 (1990) |
| 1989 |
|---|
| 22 | EE | Christos Faloutsos,
Shari Roseman:
Fractals for Secondary Key Retrieval.
PODS 1989: 247-252 |
| 21 | EE | Christos Faloutsos,
Dimitris N. Metaxas:
Declustering Using Error Correcting Codes.
PODS 1989: 253-258 |
| 20 | | Chih-Chen Lin,
Leo Mark,
Timos K. Sellis,
Christos Faloutsos:
Performance Issues in the Binary Relationship Model.
Data Knowl. Eng. 4: 195-221 (1989) |
| 19 | | Christos Faloutsos,
Winston Rego:
Tri-cell-a data structure for spatial objects.
Inf. Syst. 14(2): 131-139 (1989) |
| 1988 |
|---|
| 18 | EE | Christos Faloutsos,
Raphael Chan:
Fast Text Access Methods for Optical and Large Magnetic Disks: Designs and Performance Comparison.
VLDB 1988: 280-293 |
| 17 | | Christos Faloutsos:
Signature Files: An Integrated Access Method for Text and Attributes, Sluitable for Optical Disk Storage.
BIT 28(4): 736-754 (1988) |
| 16 | | Timos K. Sellis,
Nick Roussopoulos,
Leo Mark,
Christos Faloutsos:
Expert Database Systems: Efficient Support for Engineering Environments.
Data Knowl. Eng. 3: 71-85 (1988) |
| 15 | EE | Christos Faloutsos:
Gray Codes for Partial Match and Range Queries.
IEEE Trans. Software Eng. 14(10): 1381-1393 (1988) |
| 14 | EE | Nick Roussopoulos,
Christos Faloutsos,
Timos K. Sellis:
An Efficient Pictorial Database System for PSQL.
IEEE Trans. Software Eng. 14(5): 639-650 (1988) |
| 1987 |
|---|
| 13 | EE | Christos Faloutsos,
Timos K. Sellis,
Nick Roussopoulos:
Analysis of Object Oriented Spatial Access Methods.
SIGMOD Conference 1987: 426-439 |
| 12 | EE | Timos K. Sellis,
Nick Roussopoulos,
Christos Faloutsos:
The R+-Tree: A Dynamic Index for Multi-Dimensional Objects.
VLDB 1987: 507-518 |
| 11 | EE | Christos Faloutsos,
Stavros Christodoulakis:
Optimal Signature Extraction and Information Loss.
ACM Trans. Database Syst. 12(3): 395-428 (1987) |
| 10 | EE | Christos Faloutsos,
Stavros Christodoulakis:
Description and Performance Analysis of Signature File Methods for Office Filing.
ACM Trans. Inf. Syst. 5(3): 237-257 (1987) |
| 1986 |
|---|
| 9 | EE | Christos Faloutsos:
Multiattribute Hashing Using Gray Codes.
SIGMOD Conference 1986: 227-238 |
| 8 | | Stavros Christodoulakis,
Christos Faloutsos:
Design and Performance Considerations for an Optical Disk-Based Multimedia Object Server.
IEEE Computer 19(12): 45-56 (1986) |
| 1985 |
|---|
| 7 | EE | Christos Faloutsos:
Signature files: Design and Performance Comparison of Some Signature Extraction Methods.
SIGMOD Conference 1985: 63-82 |
| 6 | EE | Christos Faloutsos,
Stavros Christodoulakis:
Design of a Signature File Method that Accounts for Non-Uniform Occurrence and Query Frequencies.
VLDB 1985: 165-170 |
| 5 | EE | Christos Faloutsos:
Access Methods for Text.
ACM Comput. Surv. 17(1): 49-74 (1985) |
| 1984 |
|---|
| 4 | EE | Christos Faloutsos,
Stavros Christodoulakis:
Signature Files: An Access Method for Documents and Its Analytical Performance Evaluation.
ACM Trans. Inf. Syst. 2(4): 267-288 (1984) |
| 3 | | Stavros Christodoulakis,
Christos Faloutsos:
Design Considerations f |
