Temporal networks

V. Batagelj: Temporal networks, 1220 Sredin seminar, 20. November 2013.

Skye Bender-deMoll: Skyeome; papers

Skye Bender-deMoll, Daniel A. McFarland: The Art and Science of Dynamic Network Visualization JOSS; PDF; data

James Moody, Daniel McFarland, Skye Bender-deMoll: Dynamic Network Visualization paper

Petter Holme, Jari Saramäki: Temporal Networks arXiv; slides; Petter Holme pubs

Holme, Petter; Saramäki, Jari (Eds.): Temporal Networks book; example chapter

STNA: Spatio-Temporal Network Analysis page

Mrvar, Batagelj: Examples slides

Ernesto Estrada: Communicability in temporal networks paper

Edwin Grappin: Temporal network model – Barabási-Albert model with the library igraph blog

Benjamin Blonder1, Tina W. Wey, Anna Dornhaus, Richard James, Andrew Sih: Temporal dynamics and network analysis abstract

Janos Kertesz: Temporal networks slides

David Kempe, Jon Kleinberg, Amit Kumar: Connectivity and Inference Problems for Temporal Networks paper

Sungmin Lee, Luis E.C. Rocha, Fredrik Liljeros, Petter Holme: Exploiting Temporal Network Structures of Human Interaction to Effectively Immunize Populations paper

slides

Nilufer Onder: CS5811: Advanced Artificial Intelligencecourse; Temporal Constraint Networks slides

Luke Hunsberger: pubs

Roman Barták, Ondrej Cepek, Pavel Surynek: Modelling Alternatives in Temporal Networkspaper

Peter A. Gloor, Rob Laubacher, Yan Zhao, Scott B.C. Dynes: Temporal Visualization and Analysis of Social Networks paper; pubs

Rina Dechter: pubs; Constraint Processing (Morgan Kaufmann, 2003) book; Temporal Constraint Networks paper

Cédric Pralet, Gérard Verfaillie: Time-dependent Simple Temporal Networksslides

Nico Roos, Cees Witteveen: Diagnosis of Simple Temporal Networks paper

Wikipedia: Dynamic network analysis

Rajmohan Rajaraman: Introduction to Dynamic Networks; Models, Algorithms, and Analysis slides

Cemal Cagatay Bilgin, Bulent Yener: Dynamic Network Evolution: Models, Clustering, Anomaly Detection paper

Dynnetwork

Commetrix

Nadya Belov, Michael K. Martin, Jeff Patti, Jeff Reminga, Angela Pawlowski, Kathleen M. Carley: Dynamic Networks: Rapid Assessment of Changing Scenarios paper

Ronald Breiger, Kathleen Carley, and Philippa Pattison (Eds): Dynamic Social Network Modeling and Analysis book

Gonzalo Mateos and Ketan Rajawat: Dynamic Network Cartography paper

Kristina Lerman, Rumi Ghosh, Jeon Hyung Kang: Centrality Metric for Dynamic Networks paper

Dynamic Network Analysis Seminar Series page

Algorithms on Complex Dynamic Networks page

Clement Levallois: Gephi; A Tutorial – on dynamic networks slides

Carter T. Butts: Package examples for networkDynamic: Dynamic Extensions for Network Objects paper

Steffen Hadlak, Hans-Joerg Schulz, Heidrun Schumann: In Situ Exploration of Large Dynamic Networks paper

Fabian Kuhn: Network Algorithms; Dynamic Networks course; chapter8

Dynamic actor network analysis = DANA page

Jérôme Kunegis, Damien Fay, Christian Bauckhage: Spectral evolution in dynamic networks paper

Rossi F., van Beek P., Walsh T. (eds.) Handbook of constraint programming (Elsevier, 2006) book

Lin Xu, Berthe Y. Choueiry: A New Efficient Algorithm for Solving the Simple Temporal Problem paper

Leon Planken: Incrementally Solving the STP by Enforcing Partial Path Consistency paper

Evangelos Kanoulas, Yang Du, Tian Xia, Donghui Zhang: Finding Fastest Paths on A Road Network with Speed Patterns paper

D. Papadias, D. Zhang, and G. Kollios (Eds.): SSTD 2007, LNCS 4605: book

Germán Creamer, Yong Ren, Jeffrey V. Nickerson: A Longitudinal Analysis of Asset Return, Volatility and Corporate News Network paper

http://arxiv.org/abs/1012.0726

Vassilis Kostakos: Temporal graphs paper

Kenneth A. Berman: Vulnerability of scheduled networks and a generalization of Menger's Theorem. Networks, Volume 28, Issue 3, pages 125–134, October 1996 paper

George B. Mertzios, Othon Michail, Ioannis Chatzigiannakis, Paul G. Spirakis: Temporal Network Optimization Subject to Connectivity Constraints paper

John Tang, Mirco Musolesi, Cecilia Mascolo, Vito Latora: Temporal Distance Metrics for Social Network Analysis paper

Mukesh Dalal, Yong Feng: Anytime temporal reasoning: Preliminary report paper

Kathleen M. Carley: Dynamic Network Analysis paper

B. Bui Xuan, A. Ferreira, A. Jarry: Computing shortest, fastest, and foremost journeys in dynamic networks. paper

John Whitbeckyz, Marcelo Dias de Amorimy, Vania Conanz, Jean-Loup Guillaumey: Temporal Reachability Graphs paper

Alex Hall, Steffen Hippler, Martin Skutella: Multicommodity flows over time: Efficient algorithms and complexity paper

L. Fleischer, É. Tardos: Efficient continuous-time dynamic network flow algorithms paper

Klaus Wehmuth, Eric Fleury, Artur Ziviani: A New Model for Time-Varying Graphs wanted

Bolin Ding, Jeffrey Xu Yu, Lu Qin: Finding Time-Dependent Shortest Paths over Large Graphs paper

L. da F. Costa, F. A. Rodrigues, G. Travieso & P. R. Villas Boas: Characterization of complex networks: A survey of measurements. Advances in Physics, Volume 56, Issue 1, 2007, pages 167-242. paper

Kenneth L Cooke, Eric Halsey: The shortest route through a network with time-dependent internodal transit times. Journal of Mathematical Analysis and Applications, Volume 14, Issue 3, June 1966, Pages 493–498. paper

Jean-Yves Le Boudec, Patrick Thiran: Network Calculus; A Theory of Deterministic Queuing Systems for the Internet. book

Gergely Palla, Albert-László Barabási, Tamás Vicsek: Quantifying social group evolution. Nature 446, 664-667 (2007) paper

https://en.wikipedia.org/wiki/Temporal_network

https://kateto.net/publications

https://visjs.org/

https://www.mdpi.com/2306-5729/6/2/21

https://www.sciencedirect.com/journal/data-in-brief

https://www.ee.cityu.edu.hk/~gchen/ComplexNetworks/SoftwareDatabases.htm

https://www.nature.com/articles/s41597-019-0056-z

https://www.geeksforgeeks.org/different-dataset-forms-in-social-networks/

https://www.kdnuggets.com/2015/06/top-30-social-network-analysis-visualization-tools.html/2

https://www.analyticsvidhya.com/blog/2018/04/introduction-to-graph-theory-network-analysis-python-codes/

http://curleylab.psych.columbia.edu/netviz/netviz5.html#/

https://www.springer.com/gp/book/9783540677314

https://networkrepository.com/dynamic.php

http://www.sociopatterns.org/datasets/

http://projects.csail.mit.edu/dnd/

https://www.cs.cornell.edu/~arb/data/

https://www.nature.com/articles/s41598-019-57123-1

https://mathoverflow.net/questions/382260/temporal-generalization-of-graphs-density-vs-n-and-m

https://paperswithcode.com/dataset/email-eu

https://github.com/benedekrozemberczki/datasets

https://programminghistorian.org/en/lessons/temporal-network-analysis-with-r

https://projecteuclid.org/journals/bayesian-analysis/volume-15/issue-1/Detecting-Structural-Changes-in-Longitudinal-Network-Data/10.1214/19-BA1147.pdf

https://www.complex-networks.net/datasets.html

https://xn.unamur.be/network-collection-tutorial-cikm2017/

https://figshare.com/articles/dataset/The_Copenhagen_Networks_Study_interaction_data/7267433

https://seinecle.github.io/gephi-tutorials/generated-html/converting-a-network-with-dates-into-dynamic.html

http://odds.cs.stonybrook.edu/

https://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.158.9087&rep=rep1&type=pdf

https://networkrepository.com/

https://archive.ics.uci.edu/ml/datasets.php?format=nonmat&task=&att=num&area=comp&numAtt=&numIns=&type=&sort=taskDown&view=list

https://datadryad.org/stash/dataset/doi:10.5061/dryad.3p27r

https://aviz.fr/~bbach/opendynamicnetworks/

https://networkrepository.com/dynamic.php

https://www.researchgate.net/publication/271908919_Mining_Coevolving_Induced_Relational_Motifs_in_Dynamic_Networks

https://eecs.wsu.edu/~yyao/StreamingGraphs.html

https://github.com/seven-echo/Dynamic-graph-dataset

https://www.aminer.cn/data-sna

https://cran.r-project.org/web/packages/networkDynamicData/networkDynamicData.pdf

https://www.linkgroup.hu/links.php

https://repository.si.edu/handle/10088/35448

https://cnets.indiana.edu/data-repository-for-nan-group/

http://www.casos.cs.cmu.edu/tools/datasets/external/index.php

https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/TZOJBU

http://leitang.net/heterogeneous_network.html

https://dynamics.cs.washington.edu/data.html

Michael G. H. Bell, Yasunori Iida: Transportation network analysis. google

L. R. Ford, Jr. & D. R. Fulkerson: Flows in Networks.page

Ravindra K. Ahuja, Thomas L. Magnanti, James B. Orlin: Network Flows: Theory, Algorithms, and Applications. Amazon

Kerner, Boris S.: Introduction to Modern Traffic Flow Theory and Control.Springer

Feng Xie, David M. Levinson: Evolving Transportation Networks.google

Frederic Amblard, Arnaud Casteigts, Paola Flocchini, Walter Quattrociocchi, Nicola Santoro: On the Temporal Analysis of Scientific Network Evolutionpaper, paper

Arnaud Casteigts, Paola Flocchini, Walter Quattrociocchi, Nicola Santoro: Time-varying graphs and dynamic networks. paper

Nicola Santoro, Walter Quattrociocchi, Paola Flocchini, Arnaud Casteigts, Frederic Amblard: Time-Varying Graphs and Social Network Analysis: Temporal Indicators and Metrics paper

Walter Quattrociocchi, Frederic Amblard, Eugenia Galeota: Selection in scientific networks paper

A. Casteigts, P. Flocchini, E. Godard, N. Santoro, M. Yamashita: Expressivity of Time-Varying Graphs and the Power of Waiting in Dynamic Networks paper

Arnaud Casteigts, Paola Flocchini, Bernard Mans, Nicola Santoro: Shortest, Fastest, and Foremost Broadcast in Dynamic Networks paper

Arnaud Casteigts and Paola Flocchini: Deterministic algorithms in dynamic networks / Formal models and metrics report; search

Mehryar Mohri: Semiring frameworks and algorithms for shortest-distance problems paper

A Very General Method of Computing Shortest Paths page

Stephen Dolan: Fun with Semirings paper

Jason Eisner: Expectation Semirings paper

Liang Huang: Advanced Dynamic Programming in Semiring and Hypergraph Frameworks paper

Bistarelli: Semirings for Soft Constraint Solving and Programming book

Joao Luís Sobrinho: An Algebraic Theory of Dynamic Network Routing paper

Extending ORA for Spatial and Temporal Data poster

Skye Bender-deMol, Martina Morris, James Moody: Prototype Packages for Managing and Animating Longitudinal Network Data: dynamic network and rSoNIA jStatSoft; paper

Representing time dependent graphs in Neo4j page

Derek Greene, Donal Doyle, Padraig Cunningham: Tracking the Evolution of Communities in Dynamic Social Networks report

Frederic Gilbert, Paolo Simonetto, Faraz Zaidi, Fabien Jourdan, Romain Bourqui: Communities and hierarchical structures in dynamic social networks: analysis and visualization paper

Shalizi's notebooks: network data analysis; bootstrap; homophily-influence;

Other references