Alec Kirkley

According to our database, Alec Kirkley authored at least 29 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Networks of amenities reveal universal homophily and heterophily across global cities.

Jianrui Wu, Baiyue He, Alec Kirkley

CoRR, May, 2026

Scalable inference of spatial regions and temporal signatures from time series.

Jiayu Weng, Alec Kirkley

CoRR, May, 2026

Heterogeneous Interaction Network Analysis (HINA): A New Learning Analytics Approach for Modelling, Analyzing, and Visualizing Complex Interactions in Learning Processes.

Shihui Feng, Baiyue He, Dragan Gasevic, Alec Kirkley

CoRR, January, 2026

Structural reducibility of hypergraphs.

Alec Kirkley, Helcio Felippe, Federico Battiston

CoRR, January, 2026

2025

Belief propagation for finite networks using a symmetry-breaking source node.

Seongmin Kim, Alec Kirkley

CoRR, October, 2025

HINA: A Learning Analytics Tool for Heterogenous Interaction Network Analysis in Python.

Shihui Feng, Baiyue He, Alec Kirkley

J. Open Source Softw., August, 2025

Transfer entropy for finite data.

Alec Kirkley

CoRR, June, 2025

Learning when to rank: Estimation of partial rankings from sparse, noisy comparisons.

Sebastian Morel-Balbi, Alec Kirkley

CoRR, January, 2025

2024

PANINIpy: Package of Algorithms for Nonparametric Inference with Networks In Python.

Alec Kirkley, Baiyue He

J. Open Source Softw., December, 2024

Fast nonparametric inference of network backbones for graph sparsification.

Alec Kirkley

CoRR, 2024

Mutual information and the encoding of contingency tables.

Maximilian Jerdee, Alec Kirkley, M. E. J. Newman

CoRR, 2024

Network mutual information measures for graph similarity.

Helcio Felippe, Federico Battiston, Alec Kirkley

CoRR, 2024

Urban Boundary Delineation from Commuting Data with Bayesian Stochastic Blockmodeling: Scale, Contiguity, and Hierarchy.

Sebastian Morel-Balbi, Alec Kirkley

CoRR, 2024

2023

Identifying hubs in directed networks.

Alec Kirkley

CoRR, 2023

Constructing hypergraphs from temporal data.

Alec Kirkley

CoRR, 2023

Normalized mutual information is a biased measure for classification and community detection.

Maximilian Jerdee, Alec Kirkley, M. E. J. Newman

CoRR, 2023

Characterizing the Directness of Accessibility Among Heterogeneous Urban Amenities with Network First Passage Distances.

Bibandhan Poudyal, Gourab Ghoshal, Alec Kirkley

CoRR, 2023

Heterogeneous message passing for heterogeneous networks.

George T. Cantwell, Alec Kirkley, Filippo Radicchi

CoRR, 2023

2022

Implicit models, latent compression, intrinsic biases, and cheap lunches in community detection.

Tiago P. Peixoto, Alec Kirkley

CoRR, 2022

Compressing network populations with modal networks reveals structural diversity.

Alec Kirkley, Alexis Rojas, Martin Rosvall, Jean-Gabriel Young

CoRR, 2022

2021

Spatial regionalization as optimal data compression.

Alec Kirkley

CoRR, 2021

Clustering of heterogeneous populations of networks.

Jean-Gabriel Young, Alec Kirkley, M. E. J. Newman

CoRR, 2021

Representative community divisions of networks.

Alec Kirkley, M. E. J. Newman

CoRR, 2021

The friendship paradox in real and model networks.

George T. Cantwell, Alec Kirkley, M. E. J. Newman

J. Complex Networks, 2021

2020

An information theoretic network approach to socioeconomic correlations.

Alec Kirkley

CoRR, 2020

Message passing for probabilistic models on networks with loops.

Alec Kirkley, George T. Cantwell, M. E. J. Newman

CoRR, 2020

Online geolocalized emotion across US cities during the COVID crisis: Universality, policy response, and connection with local mobility.

Shihui Feng, Alec Kirkley

CoRR, 2020

Mixing Patterns in Interdisciplinary Collaboration Networks: Assessing Interdisciplinarity Through Multiple Lenses.

Shihui Feng, Alec Kirkley

CoRR, 2020

2018

Balance in signed networks.

Alec Kirkley, George T. Cantwell, M. E. J. Newman

CoRR, 2018