World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
42
Citations
7278
World Ranking
8402
National Ranking
3598

Overview

Malik Magdon-Ismail is affiliated with Rensselaer Polytechnic Institute in the United States. Their research primarily falls within the field of Computer Science, with significant contributions spanning Artificial Intelligence, Statistical and Nonlinear Physics, Management Science and Operations Research, Molecular Biology, and Statistics and Probability.

The scientist's work covers a range of topics, notably:

  • Complex Network Analysis Techniques
  • COVID-19 Epidemiological Studies
  • Advanced Graph Neural Networks
  • Gene Regulatory Network Analysis
  • Cryptography and Data Security
  • Anomaly Detection Techniques and Applications
  • Mental Health Research Topics

Recent publications by Malik Magdon-Ismail include:

  • Machine Learning the Phenomenology of COVID-19 From Early Infection Dynamics, 2020, bioRxiv (Cold Spring Harbor Laboratory)
  • True Nonlinear Dynamics from Incomplete Networks, 2020, Proceedings of the AAAI Conference on Artificial Intelligence
  • Learning GraphQL Query Cost, 2021, 36th IEEE/ACM International Conference on Automated Software Engineering (ASE)
  • Prominence Ranking in Graphs with Community Structure, 2021, Proceedings of the International AAAI Conference on Web and Social Media
  • Machine Learning the Phenomenology of COVID-19 From Early Infection Dynamics, 2020, arXiv (Cornell University)

Their frequent coauthors include:

  • Georgios Mavroudeas
  • Jianxi Gao
  • Kristin P. Bennett
  • Jason Kuruzovich
  • Chunheng Jiang

Malik Magdon-Ismail's publications have been featured most often in the following venues:

  • arXiv (Cornell University)
  • bioRxiv (Cold Spring Harbor Laboratory)
  • Proceedings of the AAAI Conference on Artificial Intelligence
  • 36th IEEE/ACM International Conference on Automated Software Engineering (ASE)
  • Proceedings of the International AAAI Conference on Web and Social Media

Best Publications

  • Learning from Data

    Yaser S. Abu-Mostafa;Malik Magdon-Ismail;Hsuan-Tien Lin

  • Fast approximation of matrix coherence and statistical leverage

    Petros Drineas;Malik Magdon-Ismail;Michael W. Mahoney;David P. Woodruff

  • Efficient identification of overlapping communities

    Jeffrey Baumes;Mark Goldberg;Malik Magdon-Ismail

  • Measuring behavioral trust in social networks

    Sibel Adali;Robert Escriva;Mark K. Goldberg;Mykola Hayvanovych

  • FINDING COMMUNITIES BY CLUSTERING A GRAPH INTO OVERLAPPING SUBGRAPHS

    Jeffrey Baumes;Mark K. Goldberg;Mukkai S. Krishnamoorthy;Malik Magdon-Ismail

  • On selecting a maximum volume sub-matrix of a matrix and related problems

    Ali Çivril;Malik Magdon-Ismail

  • Near-Optimal Column-Based Matrix Reconstruction

    Christos Boutsidis;Petros Drineas;Malik Magdon-Ismail

  • Learning from Data: A Short Course

    Yaser S. Abu-Mostafa;Malik Magdon-Ismail;Hsuan-Tien Lin

  • Method And System For Collecting And Correlating Data From Information Sources To Deliver More Relevant And Effective Advertising

    Malik Magdon-Ismail;Parag Patel

  • Communities and Balance in Signed Networks: A Spectral Approach

    P. Anchuri;M. Magdon-Ismail

  • Fast approximation of matrix coherence and statistical leverage

    Petros Drineas;Malik Magdon-ismail;David Woodruff;Michael W. Mahoney

  • Discovering Hidden Groups in Communication Networks

    Jeffrey Baumes;Mark K. Goldberg;Malik Magdon-Ismail;William A. Wallace

  • Distance Matrix Reconstruction from Incomplete Distance Information for Sensor Network Localization

    P. Drineas;A. Javed;M. Magdon-Ismail;G. Pandurangan

  • Contention-free MAC protocols for wireless sensor networks

    Costas Busch;Malik Magdon-Ismail;Fikret Sivrikaya;Bülent Yener

  • No free lunch for early stopping

    Zehra Cataltepe;Yaser S. Abu-Mostafa;Malik Magdon-Ismail

  • The Wisdom of Minority: Unsupervised Slot Filling Validation based on Multi-dimensional Truth-Finding

    Dian Yu;Hongzhao Huang;Taylor Cassidy;Taylor Cassidy;Heng Ji

  • Information cascades in social media in response to a crisis: a preliminary model and a case study

    Cindy Hui;Yulia Tyshchuk;William A. Wallace;Malik Magdon-Ismail

  • Finding Overlapping Communities in Social Networks

    Mark Goldberg;Stephen Kelley;Malik Magdon-Ismail;Konstantin Mertsalov

  • Near-Optimal Column-Based Matrix Reconstruction

    Christos Boutsidis;Petros Drineas;Malik Magdon-Ismail

  • Measuring Similarity between Sets of Overlapping Clusters

    Mark K. Goldberg;Mykola Hayvanovych;Malik Magdon-Ismail

  • The maximum drawdown of the Brownian motion

    M. Magdon-Ismail;A. Atiya;A. Pratap;Y. Abu-Mostafa

Frequent Co-Authors

Petros Drineas
Petros Drineas Purdue University West Lafayette
William A. Wallace
William A. Wallace Rensselaer Polytechnic Institute
Boleslaw K. Szymanski
Boleslaw K. Szymanski Rensselaer Polytechnic Institute
Amir F. Atiya
Amir F. Atiya Cairo University
David P. Woodruff
David P. Woodruff Carnegie Mellon University
Michael W. Mahoney
Michael W. Mahoney University of California, Berkeley
Bülent Yener
Bülent Yener Rensselaer Polytechnic Institute
Kenneth L. Clarkson
Kenneth L. Clarkson IBM (United States)
Lirong Xia
Lirong Xia Rutgers, The State University of New Jersey
Mohammed J. Zaki
Mohammed J. Zaki Rensselaer Polytechnic Institute

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