Issue 1/2019
Content (131 Articles)
Positional analysis in cross-media information diffusion networks
Tobias Hecking, Laura Steinert, Victor H. Masias, H. Ulrich Hoppe
From free text to clusters of content in health records: an unsupervised graph partitioning approach
M. Tarik Altuncu, Erik Mayer, Sophia N. Yaliraki, Mauricio Barahona
Quantifying long-term impact of court decisions
Jorge C. Leitão, Sune Lehmann, Henrik Palmer Olsen
Feature-rich networks: going beyond complex network topologies
Roberto Interdonato, Martin Atzmueller, Sabrina Gaito, Rushed Kanawati, Christine Largeron, Alessandra Sala
Tie-formation process within the communities of the Japanese production network: application of an exponential random graph model
Hazem Krichene, Abhijit Chakraborty, Yoshi Fujiwara, Hiroyasu Inoue, Masaaki Terai
Network cartography of university students’ knowledge landscapes about the history of science: landmarks and thematic communities
Henri Lommi, Ismo T. Koponen
Quid pro quo? The benefit of reciprocity, multiplexity, and multireciprocity in early career peer support
Lisa Thiele, Victoria Zorn, Simone Kauffeld
An analysis of emotion-exchange motifs in multiplex networks during emergency events
Ema Kušen, Mark Strembeck
Error-correcting decoders for communities in networks
Krishna C. Bathina, Filippo Radicchi
A novel framework for community modeling and characterization in directed temporal networks
Christian Bongiorno, Lorenzo Zino, Alessandro Rizzo
Decision-making system for recommending and evaluating competences networks based on interaction data
Soumaya Yahiaoui, Christophe Courtin, Pierre Maret, Laurent Tabourot
Characterizing dynamic communication in online eating disorder communities: a multiplex network approach
Tao Wang, Markus Brede, Antonella Ianni, Emmanouil Mentzakis
Guideline for comparing functional enrichment of biological network modular structures
Guillermo de Anda-Jáuregui
Complex influence propagation based on trust-aware dynamic linear threshold models
Antonio Caliò, Andrea Tagarelli
Local bow-tie structure of the web
Yuji Fujita, Yuichi Kichikawa, Yoshi Fujiwara, Wataru Souma, Hiroshi Iyetomi
Structural and temporal heterogeneities on networks
Liubov Tupikina, Denis S. Grebenkov
Community structure in co-inventor networks affects time to first citation for patents
William Doonan, Kyle W. Higham, Michele Governale, Ulrich Zülicke
Effective and scalable methods for graph protection strategies against epidemics on dynamic networks
Arie Wahyu Wijayanto, Tsuyoshi Murata
Heuristic methods for synthesizing realistic social networks based on personality compatibility
Daniel A. O’Neil, Mikel D. Petty
Relation prediction in knowledge graph by Multi-Label Deep Neural Network
Yohei Onuki, Tsuyoshi Murata, Shun Nukui, Seiya Inagi, Xule Qiu, Masao Watanabe, Hiroshi Okamoto
Finding maximal bicliques in bipartite networks using node similarity
Taher Alzahrani, Kathy Horadam
Functional and transcriptional connectivity of communities in breast cancer co-expression networks
Guillermo de Anda-Jáuregui, Sergio Antonio Alcalá-Corona, Jesús Espinal-Enríquez, Enrique Hernández-Lemus
Extinction-induced community reorganization in bipartite networks
Somaye Sheykhali, Juan Fernández-Gracia, Anna Traveset, Víctor M. Eguíluz
Engineering structural robustness in power grid networks susceptible to community desynchronization
Daniel Dylewsky, Xiu Yang, Alexandre Tartakovsky, J. Nathan Kutz
Community-based time segmentation from network snapshots
Thomas Magelinski, Kathleen M. Carley
A multi-armed bandit approach for exploring partially observed networks
Kaushalya Madhawa, Tsuyoshi Murata
Uncovering complex overlapping pattern of communities in large-scale social networks
Elvis H.W. Xu, Pak Ming Hui
Estimation of traffic flow changes using networks in networks approaches
Jürgen Hackl, Bryan T. Adey
Dynamic Modular Networks Model Mediated by Confinement
Éder Mílton Schneider, Sebastián Gonçalves, José Roberto Iglesias, Bruno Requião da Cunha
Uncovering dynamic stock return correlations with multilayer network analysis
Danielle N. Rubin, Danielle S. Bassett, Robert Ready
The configuration model for Barabasi-Albert networks
Maria Letizia Bertotti, Giovanni Modanese
The risk of node re-identification in labeled social graphs
Sameera Horawalavithana, Juan Arroyo Flores, John Skvoretz, Adriana Iamnitchi
Analyzing and inferring human real-life behavior through online social networks with social influence deep learning
Luca Luceri, Torsten Braun, Silvia Giordano
Towards intelligent complex networks: the space and prediction of information walks
Chuankai An, A. James O’Malley, Daniel N. Rockmore
The nuclear network: multiplex network analysis for interconnected systems
Bethany L. Goldblum, Andrew W. Reddie, Thomas C. Hickey, James E. Bevins, Sarah Laderman, Nathaniel Mahowald, Austin P. Wright, Elie Katzenson, Yara Mubarak
Bi-pattern mining of attributed networks
Henry Soldano, Guillaume Santini, Dominique Bouthinon, Sophie Bary, Emmanuel Lazega
Mathematical analysis of the emergence of communities based on coevolution of social contagion and bonding by homophily
Jan Treur
Influence spread in two-layer interdependent networks: designed single-layer or random two-layer initial spreaders?
Hana Khamfroush, Nathaniel Hudson, Samuel Iloo, Mahshid R. Naeini
Non-backtracking cycles: length spectrum theory and graph mining applications
Leo Torres, Pablo Suárez-Serrato, Tina Eliassi-Rad
A new model for overlapping communities with arbitrary internal structure
Viktória Vadon, Júlia Komjáthy, Remco van der Hofstad
MinerLSD: efficient mining of local patterns on attributed networks
Martin Atzmueller, Henry Soldano, Guillaume Santini, Dominique Bouthinon
Network-theoretic information extraction quality assessment in the human trafficking domain
Mayank Kejriwal, Rahul Kapoor
An information-theoretic, all-scales approach to comparing networks
James P. Bagrow, Erik M. Bollt
Multiscale planar graph generation
Varsha Chauhan, Alexander Gutfraind, Ilya Safro
Critical behavior of spatial networks as a model of paracrine signaling in tumorigenesis
Philip Tee, Allan Balmain
A data-driven network approach for characterization of political parties’ ideology dynamics
Josemar Faustino, Hugo Barbosa, Eraldo Ribeiro, Ronaldo Menezes
On the perturbation of self-organized urban street networks
Jérôme G. M. Benoit, Saif Eddin G. Jabari
Learning compact graph representations via an encoder-decoder network
John Boaz Lee, Xiangnan Kong
Ensemble clustering for graphs: comparisons and applications
Valérie Poulin, François Théberge
CDLIB: a python library to extract, compare and evaluate communities from complex networks
Giulio Rossetti, Letizia Milli, Rémy Cazabet
HyGen: generating random graphs with hyperbolic communities
Saskia Metzler, Pauli Miettinen
Stochastic block models with multiple continuous attributes
Natalie Stanley, Thomas Bonacci, Roland Kwitt, Marc Niethammer, Peter J. Mucha
Bot stamina: examining the influence and staying power of bots in online social networks
Ross Schuchard, Andrew T. Crooks, Anthony Stefanidis, Arie Croitoru
The bow tie structure of the Bitcoin users graph
Damiano Di Francesco Maesa, Andrea Marino, Laura Ricci
Lγ-PageRank for semi-supervised learning
Esteban Bautista, Patrice Abry, Paulo Gonçalves
Identification of key companies for international profit shifting in the Global Ownership Network
Tembo Nakamoto, Abhijit Chakraborty, Yuichi Ikeda
A complex networks approach to find latent clusters of terrorist groups
Gian Maria Campedelli, Iain Cruickshank, Kathleen M. Carley
Persistence homology of networks: methods and applications
Mehmet E. Aktas, Esra Akbas, Ahmed El Fatmaoui
Semi-supervised graph labelling reveals increasing partisanship in the United States Congress
Max Glonek, Jonathan Tuke, Lewis Mitchell, Nigel Bean
Active semi-supervised overlapping community finding with pairwise constraints
Elham Alghamdi, Derek Greene
Node embeddings in dynamic graphs
Ferenc Béres, Domokos M. Kelen, Róbert Pálovics, András A. Benczúr
Temporally intermittent communities in brain fMRI correlation networks
Ulf Aslak, Søren F. V. Nielsen, Morten Mørup, Sune Lehmann
Estimating node connectedness in spatial network under stochastic link disconnection based on efficient sampling
Takayasu Fushimi, Kazumi Saito, Tetsuo Ikeda, Kazuhiro Kazama
Urban spatial order: street network orientation, configuration, and entropy
Geoff Boeing
Sequence-to-sequence modeling for graph representation learning
Aynaz Taheri, Kevin Gimpel, Tanya Berger-Wolf
Topology of products similarity network for market forecasting
Jingfang Fan, Keren Cohen, Louis M. Shekhtman, Sibo Liu, Jun Meng, Yoram Louzoun, Shlomo Havlin
Effectiveness variation in simulated school-based network interventions
Jennifer Badham, Frank Kee, Ruth F. Hunter
A study on the friendship paradox – quantitative analysis and relationship with assortative mixing
Siddharth Pal, Feng Yu, Yitzchak Novick, Ananthram Swami, Amotz Bar-Noy
Classes of random walks on temporal networks with competing timescales
Julien Petit, Renaud Lambiotte, Timoteo Carletti
Extensivity in infinitely large multiplex networks
Maria Angélica Araujo, Murilo S. Baptista
Feature-enriched author ranking in incomplete networks
Jorge Silva, David Aparício, Fernando Silva
A fast and robust kernel optimization method for core–periphery detection in directed and weighted graphs
Francesco Tudisco, Desmond J. Higham
Quantum walk neural networks with feature dependent coins
Stefan Dernbach, Arman Mohseni-Kabir, Siddharth Pal, Miles Gepner, Don Towsley
(Un)intended consequences of networking on individual and network-level efficiency
Kyosuke Tanaka, Emőke-Ágnes Horvát
Implementation of BiClusO and its comparison with other biclustering algorithms
Mohammad Bozlul Karim, Shigehiko Kanaya, Md. Altaf-Ul-Amin
Relative Hausdorff distance for network analysis
Sinan G. Aksoy, Kathleen E. Nowak, Emilie Purvine, Stephen J. Young
Ego-zones: non-symmetric dependencies reveal network groups with large and dense overlaps
Milos Kudelka, Eliska Ochodkova, Sarka Zehnalova, Jakub Plesnik
Unsupervised network embeddings with node identity awareness
Leonardo Gutiérrez-Gómez, Jean-Charles Delvenne
TOPDRIVER: the novel identifier of cancer driver genes in Gastric cancer and Melanoma
Seyed Mohammad Razavi, Farzaneh Rami, Seyede Houri Razavi, Changiz Eslahchi
Constant state of change: engagement inequality in temporal dynamic networks
Hadar Miller, Osnat Mokryn
Community detection and unveiling of hierarchy in networks: a density-based clustering approach
Zineb Felfli, Roy George, Khalil Shujaee, Mohamed Kerwat
Estimating PageRank deviations in crawled graphs
Helge Holzmann, Avishek Anand, Megha Khosla
About complexity of complex networks
Alexander Goryashko, Leonid Samokhine, Pavel Bocharov
SURREAL: Subgraph Robust Representation Learning
Saba A. Al-Sayouri, Danai Koutra, Evangelos E. Papalexakis, Sarah S. Lam
A master stability function approach to cardiac alternans
Yi Ming Lai, Joshua Veasy, Stephen Coombes, Rüdiger Thul
How do urban mobility (geo)graph’s topological properties fill a map?
Leonardo Bacelar Lima Santos, Luiz Max Carvalho, Wilson Seron, Flávio C. Coelho, Elbert E. Macau, Marcos G. Quiles, Antônio M. V. Monteiro
Community structure based on circular flow in a large-scale transaction network
Yuichi Kichikawa, Hiroshi Iyetomi, Takashi Iino, Hiroyasu Inoue
Inferring network properties based on the epidemic prevalence
Long Ma, Qiang Liu, Piet Van Mieghem
Py3plex toolkit for visualization and analysis of multilayer networks
Blaž Škrlj, Jan Kralj, Nada Lavrač
Local memory boosts label propagation for community detection
Antonio Maria Fiscarelli, Matthias R. Brust, Grégoire Danoy, Pascal Bouvry
Detecting social media users based on pedestrian networks and neighborhood attributes: an observational study
Victor H. Masias, Tobias Hecking, Fernando Crespo, H. Ulrich Hoppe
Scoring and classifying regions via multimodal transportation networks
Aaron Bramson, Megumi Hori, Bingran Zha, Hirohisa Inamoto
Mobile phone data reveals the importance of pre-disaster inter-city social ties for recovery after Hurricane Maria
Takahiro Yabe, Satish V. Ukkusuri, P. Suresh C. Rao
Optimal shattering of complex networks
Nicole Balashov, Reuven Cohen, Avieli Haber, Michael Krivelevich, Simi Haber
Compressive closeness in networks
Hamidreza Mahyar, Rouzbeh Hasheminezhad, H Eugene Stanley
Optimal structure of groups under exposure to fake news
Evelin Berekméri, Imre Derényi, Anna Zafeiris
5G device-to-device communication security and multipath routing solutions
Aslihan Celik, Jessica Tetzner, Koushik Sinha, John Matta
Anticipating employment location patterns in economic regions: modeling complex dynamics
Sanda Kaufman, Miron Kaufman, Mark Salling
Graph-based exploration and clustering analysis of semantic spaces
Alexander Veremyev, Alexander Semenov, Eduardo L. Pasiliao, Vladimir Boginski
Toward epidemic thresholds on temporal networks: a review and open questions
Jack Leitch, Kathleen A. Alexander, Srijan Sengupta
Exact analysis of summary statistics for continuous-time discrete-state Markov processes on networks using graph-automorphism lumping
Jonathan A. Ward, Martín López-García
Networks of need: a geospatial analysis of secondary cities
Amanda Shores, Hanna Johnson, Debbie Fugate, Melinda Laituri
A general deep learning framework for network reconstruction and dynamics learning
Zhang Zhang, Yi Zhao, Jing Liu, Shuo Wang, Ruyi Tao, Ruyue Xin, Jiang Zhang
Model-based learning of information diffusion in social media networks
Zhecheng Qiang, Eduardo L. Pasiliao, Qipeng P. Zheng
Gender and collaboration patterns in a temporal scientific authorship network
Gecia Bravo-Hermsdorff, Valkyrie Felso, Emily Ray, Lee M. Gunderson, Mary E. Helander, Joana Maria, Yael Niv
Correction to: Detecting social media users based on pedestrian networks and neighborhood attributes: an observational study
Victor H. Masias, Tobias Hecking, Fernando Crespo, H. Ulrich Hoppe
Modelling urban networks using Variational Autoencoders
Kira Kempinska, Roberto Murcio
Penalized inference of the hematopoietic cell differentiation network via high-dimensional clonal tracking
Danilo Pellin, Luca Biasco, Alessandro Aiuti, Maria Clelia Di Serio, Ernst C. Wit
Fact-checking strategies to limit urban legends spreading in a segregated society
Marcella Tambuscio, Giancarlo Ruffo
On community structure in complex networks: challenges and opportunities
Hocine Cherifi, Gergely Palla, Boleslaw K. Szymanski, Xiaoyan Lu
Commuting times and the mobilisation of skills in emergent cities
Neave O’Clery, Rafael Prieto Curiel, Eduardo Lora
Topological study of the convergence in the voter model
Inés Caridi, Sergio Manterola, Viktoriya Semeshenko, Pablo Balenzuela
Evolution of communities of software: using tensor decompositions to compare software ecosystems
Oliver A. Blanthorn, Colin M. Caine, Eva M. Navarro-López
Movienet: a movie multilayer network model using visual and textual semantic cues
Youssef Mourchid, Benjamin Renoust, Olivier Roupin, Lê Văn, Hocine Cherifi, Mohammed El Hassouni
A review of stochastic block models and extensions for graph clustering
Clement Lee, Darren J. Wilkinson
A generalized configuration model with degree correlations and its percolation analysis
Duan-Shin Lee, Cheng-Shang Chang, Miao Zhu, Hung-Chih Li
Learning embeddings for multiplex networks using triplet loss
Seyedsaeed Hajiseyedjavadi, Yu-Ru Lin, Konstantinos Pelechrinis
Country centrality in the international multiplex network
Giovanni Bonaccorsi, Massimo Riccaboni, Giorgio Fagiolo, Gianluca Santoni
Dynamics of crime activities in the network of city community areas
Xiang Niu, Amr Elsisy, Noemi Derzsy, Boleslaw K. Szymanski
The time varying network of urban space uses in Milan
Alba Bernini, Amadou Lamine Toure, Renato Casagrandi
Learning versus optimal intervention in random Boolean networks
Matthew R. Karlsen, Sotiris K. Moschoyiannis, Vlad B. Georgiev
Managing large distributed dynamic graphs for smart city network applications
Nadav Voloch, Noa Voloch - Bloch, Yair Zadok
Quantitative analysis of cryptocurrencies transaction graph
Amir Pasha Motamed, Behnam Bahrak