A curated list of awesome resources for research about network science. it includes lot of useful libraries and on-going conferences.
- netSci - International School and Conference on Network Science
- Complex Networks
- Applied Network Science - an open-access and strictly peer-reviewed journal giving researchers and practitioners in the field the ability to reach a larger audience.
- Advances in Complex Systems -
- Complex Systems -Complex Systems was founded by Stephen Wolfram in 1987 as part of his work in launching the field of complex systems research.
- PLOS One - An inclusive journal community working together to advance science by making all rigorous research accessible without barriers
- Social Network Analysis and Mining - multidisciplinary journal. computer science, network science, social sciences, mathematical sciences, medical and biological sciences, financial, management and political sciences
- Accelerating network layouts using graph neural networks
- Seeing Complexity
- seaborn
- OpenNE - An open source toolkit for Network Embedding
- dgl - Python package built to ease deep learning on graph, on top of existing DL frameworks.
- [largevis]
- [gephi]
- hellios web -A web-based framework to visualize dynamic networks in real-time.
- NetworkScience by A.L.Barabasi [Reading]
- Reciprocity of weighted networks
- Hierarchy Measure for Complex Networks
- A network approach to topic models
- Automated social hierarchy detection through email network analysis
- Universal hierarchical behavior of citation networks
- Who will cite you back? Reciprocal link prediction in citation networks
- Exploring all-author tripartite citation networks: A case study of gene editing
- Reciprocity and impact in academic careers
- Large-Scale Talent Flow Embedding for Company Competitive Analysis
- Virtual Node Graph Neural Network for Full Phonon Prediction
- Panoramic Mapping of Phonon Transport from Ultrafast Electron Diffraction and Scientific Machine Learning
- Direct Prediction of Phonon Density of States With Euclidean Neural Networks
- Human information processing in complex networks
- Discovering Interdisciplinarily Spread Knowledge in the Academic Literature
- A universal model for mobility and migration patterns
- Democratic classification of free-format survey responses with a network-based framework
- Modeling Users' Activity on Twitter Networks: Validation of Dunbar's Number
- Luís A. Nunes Amaral Northwestern University USA -
- Manuel Cebrian Max Planck Institute for Human Development Germany - Computational Social ScienceNetwork ScienceCrowdsourcing
- Shlomo Havlin Bar-Ilan University in Israel -
- Giulia Iori City, University of London UK
- Melanie Mitchell Santa Fe Institute USA
- Ricard Solé Universitat Pompeu Fabra Spain
・バラバシラボの論文 2015年以降 http://barabasi.com/publications/26/network-medicine
・Stephan Thurnerラボの論文 2015年以降 http://www.complex-systems.meduniwien.ac.at/publications/
・Nature 2017年以降の complex network関連の論文 https://www.nature.com/search?date_range=2017-2018&journal=nature%2Cncomms&order=relevance&q=%22complex%20network%22
・Science 2014年以降の complex network関連の論文 http://search.sciencemag.org/?searchTerm=%22complex%20network%22&order=tfidf&limit=textFields&pageSize=10&startDate=2014-01-01&articleTypes=Research%20and%20reviews&source=sciencemag%7CScience ※少なめ
・netsci 2018の論文 https://docs.wixstatic.com/ugd/07e180_6d2e60849cbf474fa4d9119c89eef369.pdf トップ会議ですが論文が公表されていない（物理系はいいかげん）ので対象から外します。見つかれば対象としていいです。ちなみに、下のブログを読んでおくと雰囲気がつかめます。 https://medium.com/@lajello/network-wanderings-in-paris-netsci-2018-df331a3fa93e