Publications

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Submitted Papers

• Detectability of hierarchical communities in networks

  Leto Peel, Michael T. Schaub
  2020

Refereed Publications

• Hierarchical community structure in networks

  [pdf] [arxiv version] [slides]
  Michael T. Schaub, Jiaze Li, Leto Peel
  Physical Review E 2023 107 (5):054305

• Statistical inference links data and theory in network science

  Leto Peel, Tiago P. Peixoto, Manlio De Domenico
  Nature Communications 2022 13 6794

• Network constraints on the mixing patterns of binary node metadata

  [pdf] [arxiv version]
  Matteo Cinelli, Leto Peel, Antonio Iovanella, Jean-Charles Delvenne
  Physical Review E 2020 102 (6):062310

• Community detection in networks without observing edges

  [arxiv version] [slides]
  Till Hoffmann, Leto Peel, Renaud Lambiotte, Nick S. Jones
  Science Advances 2020 6 (4):eaav1478
  Preprint featured on the PLOS Complexity Channel, Sep. 2018

• Individual perception dynamics in drunk games

  [pdf] [arxiv version] [code]
  Alberto Antonioni, Luis A. Martinez-Vaquero, Cole Mathis, Leto Peel, Massimo Stella
  Physical Review E 2019 99 (5):052311
  Featured on the Physical Review E Kaleidoscope, May 2019

• The architecture of an empirical genotype-phenotype map

  José Aguilar-Rodríguez, Leto Peel, Massimo Stella, Andreas Wagner, Joshua L. Payne
  International Journal of Organic Evolution 2018 72 (6):1242-1260

• Multiscale mixing patterns in networks

  [arxiv version] [slides]
  Leto Peel, Jean-Charles Delvenne, Renaud Lambiotte
  Proceedings of the National Academy of Sciences USA 2018 115 (16):4057-4062
  Best Oral Presentation Award at Complex Networks 2017

• The ground truth about metadata and community detection in networks

  [arxiv version] [slides]
  Leto Peel, Daniel B Larremore, Aaron Clauset
  Science Advances 2017 3 (5):e1602548

• Graph-based semi-supervised learning for relational networks

  [arxiv version]
  Leto Peel
  SIAM International Conference on Data Mining (SDM) 2017
  Acceptance Rate 26%

• Detectability thresholds and optimal algorithms for community structure in dynamic networks

  [arxiv version]
  Amir Ghasemian, Pan Zhang, Aaron Clauset, Cristopher Moore, Leto Peel
  Physical Review X 2016 6 (3):031005

• Predicting Sports Scoring Dynamics with Restoration and Anti-persistence

  [arxiv version (extended)]
  Leto Peel, Aaron Clauset
  IEEE International Conference on Data Mining (ICDM) 2015
  Acceptance Rate (Regular paper) 8.4%

• Detecting Change Points in the Large-scale Structure of Evolving Networks

  [arxiv version (extended)]
  Leto Peel, Aaron Clauset
  29th AAAI Conference on Artificial Intelligence (AAAI) 2015
  Acceptance Rate 26.7%

• Active Discovery of Network Roles for Predicting the Classes of Network Nodes

  [arxiv version]
  Leto Peel
  Journal of Complex Networks 2015 3 (3): 431-449

• Predicting the Attributes of Nodes in Networks

  Leto Peel
  Doctoral thesis, UCL (University College London) 2013

• Maritime Anomaly Detection using Gaussian Process Active Learning

  Kira Kowalska, Leto Peel
  15th International Conference on Information Fusion (FUSION) 2012

• Estimating Network Parameters for Selecting Community Detection Algorithms

  Leto Peel
  Journal of Advances in Information Fusion 2011 6 (2): 119-130

• Fast Maritime Anomaly Detection using KD Tree Gaussian Processes

  Julia Will, Leto Peel, Christopher Claxton
  2nd IMA Maths in Defence Conference 2011

• Topological Feature Based Classification

  [arxiv version]
  Leto Peel
  14th International Conference on Information Fusion (FUSION) 2011
  3rd Best Student Paper

• Capturing Time-of-Flight Data with Confidence

  Malcolm Reynolds, Jozef Doboš, Leto Peel, Tim Weyrich, Gabriel J. Brostow
  Computer Vision and Pattern Recognition (CVPR) 2011
  Acceptance Rate 26.4%

• Estimating Network Parameters for Selecting Community Detection Algorithms

  [arxiv version]
  Leto Peel
  13th International Conference on Information Fusion (FUSION) 2010
  Honourable Mention in Best Student Paper Category

• Data Driven Prognostics using a Kalman Filter Ensemble of Neural Network Models

  Leto Peel
  Prognostics and Health Management (PHM) 2008
  IEEE GOLD Winner of PHM Challenge 2008

Other publications

• A model petting zoo for interacting with network structure

  Leto Peel
  Peer Community in Network Science 2023

• Dynamical Game Theory

  Alberto Antonioni, Luis A. Martinez-Vaquero, Nicholas Mathis, Leto Peel, Massimo Stella
  Proceedings of the Santa Fe Institute Complex Systems Summer School (CSSS) 2014

• Change-point Detection in Temporal Networks using Hierarchical Random Graphs

  Leto Peel, Aaron Clauset
  ACM SIGKDD Workshop on Outlier Detection & Description under Data Diversity (ODD2) 2014

• Supervised Blockmodelling

  Leto Peel
  ECML/PKDD Workshop on Collective Learning and Inference on Structured Data (CoLISD) 2012