Bibliography
Sources cited and consulted in the TDA research programme.
75 items
Social foundations of postindustrial economies
Oxford University Press
DOI: 10.1093/0198742002.001.0001
The three worlds of welfare capitalism
Princeton University Press
PersLay: A neural network layer for persistence diagrams and new graph topological signatures
Weisfeiler and Lehman go cellular: CW Networks
Graph attention networks
arXiv preprint arXiv:1710.10903
Semi-supervised classification with graph convolutional networks
Combinatorial complex neural networks
arXiv preprint arXiv:2206.00606
Geometric deep learning: Grids, groups, graphs, geodesics, and gauges
UMAP: Uniform manifold approximation and projection for dimension reduction
arXiv preprint arXiv:1802.03426
Levelling up the United Kingdom
Non-linear time series: a dynamical system approach
Oxford University Press
The representation of social processes by Markov models
American Journal of Sociology
The economics of poverty traps and persistent poverty: Empirical and policy implications
Journal of Development Studies
DOI: 10.1080/00220388.2013.785527
Poverty traps
Elsevier
DOI: 10.1016/S1574-0684(05)01005-1
Poverty trajectories, triggering events and exit routes
Sociological Research Online
Changing fortunes: Income mobility and poverty dynamics in Britain
Oxford University Press
DOI: 10.1093/acprof:oso/9780199226436.001.0001
Cumulative advantage as a mechanism for inequality: A review of theoretical and empirical developments
Annual Review of Sociology
DOI: 10.1146/annurev.soc.32.061604.123127
A new model of social class? Findings from the BBC's Great British Class Survey experiment
Sociology-the Journal of The British Sociological Association
Trends in intergenerational class mobility in modern Britain: Evidence from national surveys, 1972–2005
National Institute Economic Review
Social class mobility in modern Britain: Changing structure, constant process
Journal of the British Academy
Social mobility and education in Britain
Cambridge University Press
Intergenerational persistence in income and social class: The effect of within-group inequality
Journal of the Royal Statistical Society: Series A
DOI: 10.1111/j.1467-985X.2012.01467.x
Changes in intergenerational mobility in Britain
Cambridge University Press
DOI: 10.1017/CBO9780511492549.006
Simplicial models of social contagion
Nature Communications
DOI: 10.1038/s41467-019-10431-6
The importance of the whole: Topological data analysis for the network neuroscientist
Network Neuroscience
Hierarchical structures of amorphous solids characterized by persistent homology
Proceedings of the National Academy of Sciences
Single-cell topological RNA-seq analysis reveals insights into cellular differentiation and development
Nature Biotechnology
Towards a new approach to reveal dynamical organization of the brain using topological data analysis
Nature Communications
DOI: 10.1038/s41467-018-03664-4
Topological data analysis of financial time series: Landscapes of crashes
Physica A: Statistical Mechanics and its Applications
DOI: 10.1016/j.physa.2017.09.028
Multipers: Efficient approximation of multiparameter persistence modules
Journal of Open Source Software
Barcodes of towers and a streaming algorithm for persistent homology
Discrete & Computational Geometry
DOI: 10.1007/s00454-018-0030-0
Zigzag persistence
Foundations of Computational Mathematics
DOI: 10.1007/s10208-010-9066-0
Topological methods for the analysis of high dimensional data sets and 3D object recognition
DOI: 10.2312/SPBG/SPBG07/091-100
Persistent homology of time-dependent functional networks constructed from coupled time series
Chaos (Woodbury, N.Y.)
Topology of random geometric complexes: A survey
Journal of Applied and Computational Topology
DOI: 10.1007/s41468-017-0010-0
Persistent entropy for separating topological features from noise in Vietoris–Rips complexes
Journal of Intelligent Information Systems
DOI: 10.1007/s10844-017-0473-4
Fréchet means for distributions of persistence diagrams
Discrete & Computational Geometry
DOI: 10.1007/s00454-014-9604-7
Hypothesis testing for topological data analysis
Journal of Applied and Computational Topology
DOI: 10.1007/s41468-017-0008-7
Topological estimation using witness complexes
Ripser: Efficient computation of Vietoris–Rips persistence barcodes
Journal of Applied and Computational Topology
DOI: 10.1007/s41468-021-00071-5
Stability of persistence diagrams
Discrete & Computational Geometry
DOI: 10.1007/s00454-006-1276-5
Computing persistent homology
Discrete & Computational Geometry
DOI: 10.1007/s00454-004-1146-y
Topological persistence and simplification
Discrete & Computational Geometry
DOI: 10.1007/s00454-002-2885-2
Computational topology: An introduction
American Mathematical Society
Topology and data
Bulletin of the American Mathematical Society
DOI: 10.1090/S0273-0979-09-01249-X
Re-thinking residential mobility: Linking lives through time and space
Progress in Human Geography
De-standardization of family-life trajectories of young adults: A cross-national comparison using sequence analysis
European Journal of Population
DOI: 10.1007/s10680-007-9133-7
Class careers as sequences: An optimal matching analysis of work-life histories
European Sociological Review
DOI: 10.1093/oxfordjournals.esr.a018231
Comparing qualitative harmonic analysis and optimal matching: An exploratory study of occupational trajectories
Population-E
What matters in differences between life trajectories: A comparative review of sequence dissimilarity measures
Journal of the Royal Statistical Society: Series A
Multichannel sequence analysis applied to social science data
Sociological Methodology
DOI: 10.1111/j.1467-9531.2010.01227.x
Setting cost in optimal matching to uncover contemporaneous socio-temporal patterns
Sociological Methods & Research
Sequence analysis and optimal matching methods in sociology
Sociological Methods & Research
DOI: 10.1177/0049124100029001001
Sequence analysis: New methods for old ideas
Annual Review of Sociology
DOI: 10.1146/annurev.so.21.080195.000521
Computational Topology
American Mathematical Society
Stability of Persistence Diagrams
Discrete & Computational Geometry
DOI: 10.1007/s00454-006-1276-5
Ripser: efficient computation of Vietoris–Rips persistence barcodes
Journal of Applied and Computational Topology
DOI: 10.1007/s41468-021-00071-5
Topology and data
Bulletin of the American Mathematical Society
DOI: 10.1090/S0273-0979-09-01249-X
Topological Persistence and Simplification
Discrete & Computational Geometry
DOI: 10.1007/s00454-002-2885-2
Stable Vectorization of Multiparameter Persistent Homology using Signed Barcodes as Measures
Fréchet Means for Distributions of Persistence Diagrams
Discrete & Computational Geometry
DOI: 10.1007/s00454-014-9604-7
Computing Persistent Homology
Discrete & Computational Geometry
DOI: 10.1007/s00454-004-1146-y
Quantifying displacement: an urban expansion consequence via persistent homology
DOI: 10.48550/ARXIV.2512.10753
Understanding U.S. Racial Segregation Through Persistent Homology
DOI: 10.48550/ARXIV.2410.10886
Topological analysis of U.S. city demographics
DOI: 10.48550/arXiv.2310.08334
Persistent Homology for Resource Coverage: A Case Study of Access to Polling Sites
SIAM Review
Physics inspired algorithms for (co)homology computation
Computing homology and persistent homology using iterated Morse decomposition
Simplification of complexes for persistent homology computations
A persistence landscapes toolbox for topological statistics
Journal of Symbolic Computation
DOI: 10.1016/j.jsc.2016.03.009
Persistence Codebooks for Topological Data Analysis
DOI: 10.48550/arXiv.1802.04852
Computational and applied topology, tutorial
DOI: 10.48550/arXiv.1807.08607
Persistence Bag-of-Words for Topological Data Analysis
DOI: 10.48550/arXiv.1812.09245
Cyclicality, Periodicity and the Topology of Time Series
DOI: 10.48550/arXiv.1905.12118
Bottleneck Profiles and Discrete Prokhorov Metrics for Persistence Diagrams
Discrete & Computational Geometry
DOI: 10.1007/s00454-023-00498-w