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1

On power-law relationships of the Internet topology

Faloutsos, Michalis, Faloutsos, Petros, Faloutsos, Christos

Journal:

ACM SIGCOMM Computer Communication Review

Year:

1999

Language:

english

File:

PDF, 1.28 MB

english, 1999

2

Forecasting in the NBA and other team sports

Vaz de Melo, Pedro O. S., Almeida, Virgilio A. F., Loureiro, Antonio A. F., Faloutsos, Christos

Journal:

ACM Transactions on Knowledge Discovery from Data

Year:

2012

Language:

english

File:

PDF, 983 KB

english, 2012

3

Unsupervised Tensor Mining for Big Data Practitioners

Papalexakis, Evangelos E., Faloutsos, Christos

Journal:

Year:

2016

Language:

english

File:

PDF, 531 KB

english, 2016

4

Tensor Decomposition for Signal Processing and Machine Learning

Sidiropoulos, Nicholas, De Lathauwer, Lieven, Fu, Xiao, Huang, Kejun, Papalexakis, Evangelos, Faloutsos, Christos

Journal:

IEEE Transactions on Signal Processing

Year:

2017

Language:

english

File:

PDF, 860 KB

english, 2017

5

EagleMine: Vision-guided Micro-clusters recognition and collective anomaly detection

Feng, Wenjie, Liu, Shenghua, Faloutsos, Christos, Hooi, Bryan, Shen, Huawei, Cheng, Xueqi

Journal:

Future Generation Computer Systems

Year:

2021

File:

PDF, 3.28 MB

2021

6

Epidemic thresholds in real networks

Chakrabarti, Deepayan, Wang, Yang, Wang, Chenxi, Leskovec, Jurij, Faloutsos, Christos

Journal:

ACM Transactions on Information and System Security

Year:

2008

Language:

english

File:

PDF, 874 KB

english, 2008

7

Suspicious Behavior Detection: Current Trends and Future Directions

Jiang, Meng, Cui, Peng, Faloutsos, Christos

Journal:

IEEE Intelligent Systems

Year:

2016

Language:

english

File:

PDF, 1.22 MB

english, 2016

8

Facebook wall posts: a model of user behaviors

Devineni, Pravallika, Koutra, Danai, Faloutsos, Michalis, Faloutsos, Christos

Journal:

Social Network Analysis and Mining

Year:

2017

Language:

english

File:

PDF, 3.64 MB

english, 2017

9

Graph-Based Fraud Detection in the Face of Camouflage

Hooi, Bryan, Shin, Kijung, Song, Hyun Ah, Beutel, Alex, Shah, Neil, Faloutsos, Christos

Journal:

ACM Transactions on Knowledge Discovery from Data

Year:

2017

Language:

english

File:

PDF, 1.02 MB

english, 2017

10

Fraud Detection in Comparison-Shopping Services: Patterns and Anomalies in User Click Behaviors

LEE, Sang-Chul, FALOUTSOS, Christos, CHAE, Dong-Kyu, KIM, Sang-Wook

Journal:

IEICE Transactions on Information and Systems

Year:

2017

Language:

english

File:

PDF, 1.69 MB

english, 2017

11

[ACM Press the 25th ACM SIGKDD International Conference - Anchorage, AK, USA (2019.08.04-2019.08.08)] Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining - KDD '19 - Estimating Node Importance in Knowledge Graphs Using Graph Neural Networks

Park, Namyong, Kan, Andrey, Dong, Xin Luna, Zhao, Tong, Faloutsos, Christos

Year:

2019

Language:

english

File:

PDF, 2.05 MB

english, 2019

12

[ACM Press the 25th ACM SIGKDD International Conference - Anchorage, AK, USA (2019.08.04-2019.08.08)] Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining - KDD '19 - Fast and Accurate Anomaly Detection in Dynamic Graphs with a Two-Pronged Approach

Yoon, Minji, Hooi, Bryan, Shin, Kijung, Faloutsos, Christos

Year:

2019

Language:

english

File:

PDF, 1.62 MB

english, 2019

13

Less is More: Sparse Graph Mining with Compact Matrix Decomposition

Jimeng Sun, Yinglian Xie, Hui Zhang, Christos Faloutsos

Journal:

Statistical Analysis and Data Mining

Year:

2008

Language:

english

File:

PDF, 408 KB

english, 2008

14

The TV-tree: An index structure for high-dimensional data

King-Ip Lin, H. V. Jagadish, Christos Faloutsos

Journal:

The VLDB Journal

Year:

1994

Language:

english

File:

PDF, 1.20 MB

english, 1994

15

Link Mining: Models, Algorithms, and Applications || Structure and Evolution of Online Social Networks

Yu, Philip S., Han, Jiawei, Faloutsos, Christos

Year:

2010

Language:

english

File:

PDF, 754 KB

english, 2010

16

[ACM Press Proceeding of the eleventh ACM SIGKDD international conference - Chicago, Illinois, USA (2005.08.21-2005.08.24)] Proceeding of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining - KDD '05 - Graphs over time

Leskovec, Jure, Kleinberg, Jon, Faloutsos, Christos

Year:

2005

Language:

english

File:

PDF, 669 KB

english, 2005

17

[IEEE 2009 Ninth IEEE International Conference on Data Mining (ICDM) - Miami Beach, FL, USA (2009.12.6-2009.12.9)] 2009 Ninth IEEE International Conference on Data Mining - PEGASUS: A Peta-Scale Graph Mining System Implementation and Observations

Kang, U., Tsourakakis, Charalampos E., Faloutsos, Christos

Year:

2009

Language:

english

File:

PDF, 1.35 MB

english, 2009

18

SlashBurn: Graph Compression and Mining beyond Caveman Communities

Lim, Yongsub, Kang, U, Faloutsos, Christos

Journal:

IEEE Transactions on Knowledge and Data Engineering

Year:

2014

Language:

english

File:

PDF, 8.37 MB

english, 2014

19

[IEEE 2008 Eighth IEEE International Conference on Data Mining (ICDM) - Pisa, Italy (2008.12.15-2008.12.19)] 2008 Eighth IEEE International Conference on Data Mining - RTM: Laws and a Recursive Generator for Weighted Time-Evolving Graphs

Akoglu, Leman, McGlohon, Mary, Faloutsos, Christos

Year:

2008

Language:

english

File:

PDF, 356 KB

english, 2008

20

Good-Enough Brain Model: Challenges, Algorithms, and Discoveries in Multisubject Experiments

Papalexakis, Evangelos E., Fyshe, Alona, Sidiropoulos, Nicholas D., Talukdar, Partha Pratim, Mitchell, Tom M., Faloutsos, Christos

Journal:

Year:

2014

Language:

english

File:

PDF, 1.65 MB

english, 2014

21

[ACM Press the 21th ACM SIGKDD International Conference - Sydney, NSW, Australia (2015.08.10-2015.08.13)] Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining - KDD '15 - Graph-Based User Behavior Modeling

Beutel, Alex, Akoglu, Leman, Faloutsos, Christos

Year:

2015

Language:

english

File:

PDF, 363 KB

english, 2015

22

D elta C on

Koutra, Danai, Shah, Neil, Vogelstein, Joshua T., Gallagher, Brian, Faloutsos, Christos

Journal:

ACM Transactions on Knowledge Discovery from Data

Year:

2016

Language:

english

File:

PDF, 2.57 MB

english, 2016

23

Summarizing and understanding large graphs

Koutra, Danai, Kang, U, Vreeken, Jilles, Faloutsos, Christos

Journal:

Statistical Analysis and Data Mining

Year:

2015

Language:

english

File:

PDF, 2.36 MB

english, 2015

24

Modeling Temporal Activity to Detect Anomalous Behavior in Social Media

Costa, Alceu Ferraz, Yamaguchi, Yuto, Traina, Agma Juci Machado, Jr., Caetano Traina, Faloutsos, Christos

Journal:

ACM Transactions on Knowledge Discovery from Data

Year:

2017

Language:

english

File:

PDF, 1.86 MB

english, 2017

25

Individual and Collective Graph Mining: Principles, Algorithms, and Applications

Koutra, Danai, Faloutsos, Christos

Journal:

Synthesis Lectures on Data Mining and Knowledge Discovery

Year:

2017

Language:

english

File:

PDF, 4.60 MB

english, 2017

26

Relaxing the Uniformity and Independence Assumptions Using the Concept of Fractal Dimension

Christos Faloutsos, Ibrahim Kamel

Journal:

Journal of Computer and System Sciences

Year:

1997

Language:

english

File:

PDF, 1.19 MB

english, 1997

27

Fractal dimension and vector quantization

Krishna Kumaraswamy, Vasileios Megalooikonomou, Christos Faloutsos

Journal:

Information Processing Letters

Year:

2004

Language:

english

File:

PDF, 508 KB

english, 2004

28

Quantifiable data mining using ratio rules

Flip Korn, Alexandros Labrinidis, Yannis Kotidis, Christos Faloutsos

Journal:

The VLDB Journal

Year:

2000

Language:

english

File:

PDF, 441 KB

english, 2000

29

On data mining, compression, and Kolmogorov complexity

Christos Faloutsos, Vasileios Megalooikonomou

Journal:

Data Mining and Knowledge Discovery

Year:

2007

Language:

english

File:

PDF, 505 KB

english, 2007

30

RTG: a recursive realistic graph generator using random typing

Leman Akoglu, Christos Faloutsos

Journal:

Data Mining and Knowledge Discovery

Year:

2009

Language:

english

File:

PDF, 622 KB

english, 2009

31

Bayesian Browsing Model

Liu, Chao, Guo, Fan, Faloutsos, Christos

Journal:

ACM Transactions on Knowledge Discovery from Data

Year:

2010

Language:

english

File:

PDF, 1.03 MB

english, 2010

32

Threshold conditions for arbitrary cascade models on arbitrary networks

B. Aditya Prakash, Deepayan Chakrabarti, Nicholas C. Valler, Michalis Faloutsos, Christos Faloutsos

Journal:

Knowledge and Information Systems

Year:

2012

Language:

english

File:

PDF, 1023 KB

english, 2012

33

[ACM Press the 13th ACM SIGKDD international conference - San Jose, California, USA (2007.08.12-2007.08.15)] Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '07 - Fast best-effort pattern matching in large attributed graphs

Tong, Hanghang, Faloutsos, Christos, Gallagher, Brian, Eliassi-Rad, Tina

Year:

2007

Language:

english

File:

PDF, 816 KB

english, 2007

34

[ACM Press the 13th ACM SIGKDD international conference - San Jose, California, USA (2007.08.12-2007.08.15)] Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '07 - Cost-effective outbreak detection in networks

Leskovec, Jure, Krause, Andreas, Guestrin, Carlos, Faloutsos, Christos, VanBriesen, Jeanne, Glance, Natalie

Year:

2007

Language:

english

File:

PDF, 1.05 MB

english, 2007

35

[ACM Press the 1995 ACM SIGMOD international conference - San Jose, California, United States (1995.05.22-1995.05.25)] Proceedings of the 1995 ACM SIGMOD international conference on Management of data - SIGMOD '95 - FastMap

Faloutsos, Christos, Lin, King-Ip

Year:

1995

Language:

english

File:

PDF, 1.15 MB

english, 1995

36

[ACM Press the 21st ACM international conference - Maui, Hawaii, USA (2012.10.29-2012.11.02)] Proceedings of the 21st ACM international conference on Information and knowledge management - CIKM '12 - Gelling, and melting, large graphs by edge manipulation

Tong, Hanghang, Prakash, B. Aditya, Eliassi-Rad, Tina, Faloutsos, Michalis, Faloutsos, Christos

Year:

2012

Language:

english

File:

PDF, 888 KB

english, 2012

37

[ACM Press the 12th ACM SIGKDD international conference - Philadelphia, PA, USA (2006.08.20-2006.08.23)] Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '06 - Sampling from large graphs

Leskovec, Jure, Faloutsos, Christos

Year:

2006

Language:

english

File:

PDF, 717 KB

english, 2006

38

Graph evolution

Leskovec, Jure, Kleinberg, Jon, Faloutsos, Christos

Journal:

ACM Transactions on Knowledge Discovery from Data

Year:

2007

Language:

english

File:

PDF, 827 KB

english, 2007

39

[IEEE 2011 IEEE International Conference on Data Engineering (ICDE 2011) - Hannover, Germany (2011.04.11-2011.04.16)] 2011 IEEE 27th International Conference on Data Engineering - Mining large graphs: Algorithms, inference, and discoveries

Kang, U, Chau, Duen Horng, Faloutsos, Christos

Year:

2011

Language:

english

File:

PDF, 1.99 MB

english, 2011

40

HEigen: Spectral Analysis for Billion-Scale Graphs

Kang, U, Meeder, Brendan, Papalexakis, Evangelos E., Faloutsos, Christos

Journal:

IEEE Transactions on Knowledge and Data Engineering

Year:

2014

Language:

english

File:

PDF, 2.16 MB

english, 2014

41

[IEEE 2010 IEEE 10th International Conference on Data Mining (ICDM) - Sydney, Australia (2010.12.13-2010.12.17)] 2010 IEEE International Conference on Data Mining - Mining Billion-node Graphs: Patterns, Generators and Tools

Faloutsos, Christos

Year:

2010

Language:

english

File:

PDF, 145 KB

english, 2010

42

Incremental tensor analysis

Sun, Jimeng, Tao, Dacheng, Papadimitriou, Spiros, Yu, Philip S., Faloutsos, Christos

Journal:

ACM Transactions on Knowledge Discovery from Data

Year:

2008

Language:

english

File:

PDF, 1.80 MB

english, 2008

43

[ACM Press the 12th ACM SIGKDD international conference - Philadelphia, PA, USA (2006.08.20-2006.08.23)] Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '06 - Beyond streams and graphs

Sun, Jimeng, Tao, Dacheng, Faloutsos, Christos

Year:

2006

Language:

english

File:

PDF, 1.09 MB

english, 2006

44

[IEEE 2010 IEEE International Conference on Data Mining Workshops (ICDMW) - Sydney, TBD, Australia (2010.12.13-2010.12.13)] 2010 IEEE International Conference on Data Mining Workshops - EigenDiagnostics: Spotting Connection Patterns and Outliers in Large Graphs

Maruhashi, Koji, Faloutsos, Christos

Year:

2010

Language:

english

File:

PDF, 721 KB

english, 2010

45

[ACM Press the 2012 international conference - Scottsdale, Arizona, USA (2012.05.20-2012.05.24)] Proceedings of the 2012 international conference on Management of Data - SIGMOD '12 - Managing and mining large graphs

Faloutsos, Christos, Kang, U.

Year:

2012

Language:

english

File:

PDF, 866 KB

english, 2012

46

Link Mining: Models, Algorithms, and Applications ||

Yu, Philip S., Han, Jiawei, Faloutsos, Christos

Year:

2010

Language:

english

File:

PDF, 13.65 MB

english, 2010

47

[IEEE Eighth IEEE International Symposium on Multimedia (ISM'06) - San Diego, CA, USA (2006.12.11-2006.12.13)] Eighth IEEE International Symposium on Multimedia (ISM'06) - SuperGraph Visualization

Rodrigues Jr., Jose, Traina, Agma, Faloutsos, Christos, Jr., Caetano

Year:

2006

Language:

english

File:

PDF, 1.59 MB

english, 2006

48

[IEEE 2011 IEEE International Conference on Data Mining Workshops (ICDMW) - Vancouver, BC, Canada (2011.12.11-2011.12.11)] 2011 IEEE 11th International Conference on Data Mining Workshops - Mobile Phone Graph Evolution: Findings, Model and Interpretation

Liu, Siyuan, Li, Lei, Faloutsos, Christos, Ni, Lionel M.

Year:

2011

Language:

english

File:

PDF, 515 KB

english, 2011

49

[IEEE 2009 IEEE International Conference on Data Mining Workshops (ICDMW) - Miami, FL, USA (2009.12.6-2009.12.6)] 2009 IEEE International Conference on Data Mining Workshops - EigenSpokes: Surprising Patterns and Scalable Community Chipping in Large Graphs

Prakash, B. Aditya, Seshadri, Mukund, Sridharan, Ashwin, Machiraju, Sridhar, Faloutsos, Christos

Year:

2009

Language:

english

File:

PDF, 352 KB

english, 2009

50

[IEEE 2008 The 41st Annual Hawaii International Conference on System Sciences - Waikoloa, HI, USA (2008.1.7-2008.1.10)] Proceedings of the 41st Annual Hawaii International Conference on System Sciences (HICSS 2008) - Toward a Comprehensive Model in Internet Auction Fraud Detection

Zhang, Bin, Zhou, Yi, Faloutsos, Christos

Year:

2008

Language:

english

File:

PDF, 1.19 MB

english, 2008