World's Best Scientists 2026 revealed!
Award Badge
Computer Science
USA
2026

D-Index & Metrics

Computer Science

D-Index
153
Citations
111896
World Ranking
32
National Ranking
18

Research.com Recognitions

  • 2026 - Research.com Computer Science in United States Leader Award
  • 2025 - Research.com Computer Science in United States Leader Award
  • 2023 - Research.com Computer Science in United States Leader Award
  • 2022 - Research.com Computer Science in United States Leader Award
  • 2010 - ACM Fellow For contributions to data mining, indexing, fractals, and power laws.

Overview

Christos Faloutsos is affiliated with Carnegie Mellon University in the United States. Their research primarily covers the field of Computer Science, with a focus on several subfields including Artificial Intelligence, Statistical and Nonlinear Physics, Computer Networks and Communications, Information Systems, and Management Science and Operations Research.

The scientist has contributed to topics such as Advanced Graph Neural Networks, Complex Network Analysis Techniques, Anomaly Detection Techniques and Applications, Network Security and Intrusion Detection, Topic Modeling, Data Quality and Management, and Time Series Analysis and Forecasting.

Frequent publication venues for their work include:

  • arXiv (Cornell University)
  • ACM Transactions on Knowledge Discovery from Data
  • Proceedings of the VLDB Endowment
  • Proceedings of the AAAI Conference on Artificial Intelligence
  • The VLDB Journal

Their recent papers include:

  • Opinion Fraud Detection in Online Reviews by Network Effects, 2021, Proceedings of the International AAAI Conference on Web and Social Media
  • EvoKG, 2022, Proceedings of the Fifteenth ACM International Conference on Web Search and Data Mining
  • Fast, Accurate and Provable Triangle Counting in Fully Dynamic Graph Streams, 2020, ACM Transactions on Knowledge Discovery from Data
  • CGC: Contrastive Graph Clustering for Community Detection and Tracking, 2022, Proceedings of the ACM Web Conference 2022
  • Dynamic Graph-Based Anomaly Detection in the Electrical Grid, 2021, IEEE Transactions on Power Systems

Frequent co-authors who have collaborated with Christos Faloutsos include George Karypis, Bryan Hooi, Meng-Chieh Lee, Kijung Shin, and Namyong Park.

In 2010, the scientist was recognized as an ACM Fellow for contributions to data mining, indexing, fractals, and power laws.

Best Publications

  • On power-law relationships of the Internet topology

    Michalis Faloutsos;Petros Faloutsos;Christos Faloutsos

  • Graphs over time: densification laws, shrinking diameters and possible explanations

    Jure Leskovec;Jon Kleinberg;Christos Faloutsos

  • Graph evolution: Densification and shrinking diameters

    Jure Leskovec;Jon Kleinberg;Christos Faloutsos

  • Efficient Similarity Search In Sequence Databases

    Rakesh Agrawal;Christos Faloutsos;Arun N. Swami

  • Cost-effective outbreak detection in networks

    Jure Leskovec;Andreas Krause;Carlos Guestrin;Christos Faloutsos

  • QBIC project: querying images by content, using color, texture, and shape

    Carlton Wayne Niblack;Ron Barber;Will Equitz;Myron D. Flickner

  • Fast subsequence matching in time-series databases

    Christos Faloutsos;M. Ranganathan;Yannis Manolopoulos

  • The R+-Tree: A Dynamic Index for Multi-Dimensional Objects

    Timos K. Sellis;Nick Roussopoulos;Christos Faloutsos

  • Efficient and effective querying by image content

    C. Faloutsos;R. Barber;M. Flickner;J. Hafner

  • Tensor Decomposition for Signal Processing and Machine Learning

    Nicholas D. Sidiropoulos;Lieven De Lathauwer;Xiao Fu;Kejun Huang

  • FastMap: a fast algorithm for indexing, data-mining and visualization of traditional and multimedia datasets

    Christos Faloutsos;King-Ip Lin

  • R-MAT: A Recursive Model for Graph Mining

    Deepayan Chakrabarti;Yiping Zhan;Christos Faloutsos

  • Sampling from large graphs

    Jure Leskovec;Christos Faloutsos

  • Fast Random Walk with Restart and Its Applications

    Hanghang Tong;Christos Faloutsos;Jia-yu Pan

  • LOCI: fast outlier detection using the local correlation integral

    S. Papadimitriou;H. Kitagawa;P.B. Gibbons;C. Faloutsos

  • Epidemic spreading in real networks: an eigenvalue viewpoint

    Yang Wang;D. Chakrabarti;Chenxi Wang;C. Faloutsos

  • Kronecker Graphs: An Approach to Modeling Networks

    Jure Leskovec;Deepayan Chakrabarti;Jon Kleinberg;Christos Faloutsos

  • Efficient retrieval of similar time sequences under time warping

    Byoung-Kee Yi;H.V. Jagadish;C. Faloutsos

  • Analysis of the clustering properties of the Hilbert space-filling curve

    B. Moon;H.V. Jagadish;C. Faloutsos;J.H. Saltz

  • Hilbert R-tree: An Improved R-tree using Fractals

    Ibrahim Kamel;Christos Faloutsos

Frequent Co-Authors

Evangelos E. Papalexakis
Evangelos E. Papalexakis University of California, Riverside
Hanghang Tong
Hanghang Tong University of Illinois at Urbana-Champaign
Leman Akoglu
Leman Akoglu Carnegie Mellon University
Danai Koutra
Danai Koutra University of Michigan–Ann Arbor
U Kang
U Kang Seoul National University
B. Aditya Prakash
B. Aditya Prakash Georgia Institute of Technology
Duen Horng Chau
Duen Horng Chau Georgia Institute of Technology
Jimeng Sun
Jimeng Sun University of Illinois at Urbana-Champaign
Jure Leskovec
Jure Leskovec Stanford University

If you think any of the details on this page are incorrect, let us know.

Report an issue

We appreciate your kind effort to assist us to improve this page, it would be helpful providing us with as much detail as possible in the text box below:

Related Online Degrees & Career Pathways

Exploring Computer Science in the USA often leads to related disciplines that open doors to a wide range of career options. Many students consider flexible online programs that let them balance studies with work or personal commitments.

If you have an interest in engineering, looking into the mechanical engineering degree online cost can help you find budget-friendly pathways into engineering careers. Similarly, those drawn to the foundational sciences can research the best online physics degree programs to lay a strong technical foundation for roles in research, tech development, and beyond.

For students interested in high-demand tech fields, accredited data science programs are an excellent way to gain critical analytical and statistical skills sought by employers worldwide. Another popular route is pursuing an online master’s in electrical engineering degree, which can prepare you for advanced roles in industries such as telecommunications, robotics, or energy.

By exploring these alternative online degrees, students can customize their education and career pathway to match their interests and long-term goals in technology and engineering.

Best Scientists Citing Christos Faloutsos

Trending Scientists

Recently Published Articles