Complex Networks and Their Applications VIII: Volume 2 Proceedings of the Eighth International Conference on Complex Networks and Their Applications COMPLEX NETWORKS 2019

Front Matter ....Pages i-xxviii
Front Matter ....Pages 1-1
 Characterizing the Hypergraph-of-Entity Representation Model  (José Devezas, Sérgio Nunes)....Pages 3-14
 Lexical Networks and Lexicon Profiles in Didactical Texts for Science Education  (Ismo T. Koponen, Maija Nousiainen)....Pages 15-27
 Legal Information as a Complex Network: Improving Topic Modeling Through Homophily  (Kazuki Ashihara, Chenhui Chu, Benjamin Renoust, Noriko Okubo, Noriko Takemura, Yuta Nakashima et al.)....Pages 28-39
 Graph-Based Fraud Detection with the Free Energy Distance  (Sylvain Courtain, Bertrand Lebichot, Ilkka Kivimäki, Marco Saerens)....Pages 40-52
 Visualizing Structural Balance in Signed Networks  (Edoardo Galimberti, Chiara Madeddu, Francesco Bonchi, Giancarlo Ruffo)....Pages 53-65
 Spheres of Legislation: Polarization and Most Influential Nodes in Behavioral Context  (Andrew C. Phillips, Mohammad T. Irfan, Luca Ostertag-Hill)....Pages 66-80
 Why We Need a Process-Driven Network Analysis  (Mareike Bockholt, Katharina A. Zweig)....Pages 81-93
 Gender’s Influence on Academic Collaboration in a University-Wide Network  (Logan McNichols, Gabriel Medina-Kim, Viet Lien Nguyen, Christian Rapp, Theresa Migler)....Pages 94-104
 Centrality in Dynamic Competition Networks  (Anthony Bonato, Nicole Eikmeier, David F. Gleich, Rehan Malik)....Pages 105-116
 Investigating Saturation in Collaboration and Cohesiveness of Wikipedia Using Motifs Analysis  (Anita Chandra, Abyayananda Maiti)....Pages 117-128
 ESA-T2N: A Novel Approach to Network-Text Analysis  (Yassin Taskin, Tobias Hecking, H. Ulrich Hoppe)....Pages 129-139
 Understanding Dynamics of Truck Co-Driving Networks  (Gerrit Jan de Bruin, Cor J. Veenman, H. Jaap van den Herik, Frank W. Takes)....Pages 140-151
 Characterizing Large Scale Land Acquisitions Through Network Analysis  (Roberto Interdonato, Jeremy Bourgoin, Quentin Grislain, Matteo Zignani, Sabrina Gaito, Markus Giger)....Pages 152-163
 A Network-Based Approach for Reducing Test Suites While Maintaining Code Coverage  (Misael Mongiovì, Andrea Fornaia, Emiliano Tramontana)....Pages 164-176
Front Matter ....Pages 177-177
 Detection of Conflicts of Interest in Social Networks  (Saadia Albane, Hachem Slimani, Hamamache Kheddouci)....Pages 179-190
 Comparing Spectra of Graph Shift Operator Matrices  (Johannes F. Lutzeyer, Andrew T. Walden)....Pages 191-202
 Induced Edge Samplings and Triangle Count Distributions in Large Networks  (Nelson Antunes, Tianjian Guo, Vladas Pipiras)....Pages 203-215
 Spectral Vertex Sampling for Big Complex Graphs  (Jingming Hu, Seok-Hee Hong, Peter Eades)....Pages 216-227
 Attributed Graph Pattern Set Selection Under a Distance Constraint  (Henry Soldano, Guillaume Santini, Dominique Bouthinon)....Pages 228-241
 On the Relation of Edit Behavior, Link Structure, and Article Quality on Wikipedia  (Thorsten Ruprechter, Tiago Santos, Denis Helic)....Pages 242-254
 Establish the Expected Number of Injective Motifs on Unlabeled Graphs Through Analytical Models  (Emanuele Martorana, Giovanni Micale, Alfredo Ferro, Alfredo Pulvirenti)....Pages 255-267
 Network Rewiring Dynamics to Form Clustered Strategic Networks  (Faisal Ghaffar, Neil Hurley)....Pages 268-279
 Measuring Local Assortativity in the Presence of Missing Values  (Jan van der Laan, Edwin de Jonge)....Pages 280-290
 The Case for Kendall’s Assortativity  (Paolo Boldi, Sebastiano Vigna)....Pages 291-302
Front Matter ....Pages 303-303
 Modelling Opinion Dynamics and Language Change: Two Faces of the Same Coin  (Jérôme Michaud)....Pages 305-315
 Networks of Intergenerational Mobility  (Tanya Araújo, David Neves, Francisco Louçã)....Pages 316-324
 Inequality in Learning Outcomes: Unveiling Educational Deprivation Through Complex Network Analysis  (Harvey Sánchez-Restrepo, Jorge Louçã)....Pages 325-336
 ‘I Ain’t Like You’ A Complex Network Model of Digital Narcissism  (Fakhra Jabeen, Charlotte Gerritsen, Jan Treur)....Pages 337-349
 Text Sentiment in the Age of Enlightenment  (Philipp Koncar, Denis Helic)....Pages 350-362
 A Gravity-Based Approach to Connect Food Retailers with Consumers for Traceback Models of Food-Borne Diseases  (Tim Schlaich, Hanno Friedrich, Abigail Horn)....Pages 363-375
 The Effect of Social Media on Shaping Individuals Opinion Formation  (Semra Gündüç)....Pages 376-386
 A Network-Based Analysis of International Refugee Migration Patterns Using GERGMs  (Katherine Abramski, Natallia Katenka, Marc Hutchison)....Pages 387-400
Front Matter ....Pages 401-401
 Friendship Formation in the Classroom Among Elementary School Students  (Raúl Duarte-Barahona, Ezequiel Arceo-May, Rodrigo Huerta-Quintanilla)....Pages 403-414
 Impact of Natural and Social Events on Mobile Call Data Records – An Estonian Case Study  (Hendrik Hiir, Rajesh Sharma, Anto Aasa, Erki Saluveer)....Pages 415-426
 Describing Alt-Right Communities and Their Discourse on Twitter During the 2018 US Mid-term Elections  (Ańgel Panizo-LLedot, Javier Torregrosa, Gema Bello-Orgaz, Joshua Thorburn, David Camacho)....Pages 427-439
 Social Network Analysis of Sicilian Mafia Interconnections  (Annamaria Ficara, Lucia Cavallaro, Pasquale De Meo, Giacomo Fiumara, Salvatore Catanese, Ovidiu Bagdasar et al.)....Pages 440-450
 Who Ties the World Together? Evidence from a Large Online Social Network  (Guanghua Chi, Bogdan State, Joshua E. Blumenstock, Lada Adamic)....Pages 451-465
Front Matter ....Pages 467-467
 Comparing Temporal Graphs Using Dynamic Time Warping  (Vincent Froese, Brijnesh Jain, Rolf Niedermeier, Malte Renken)....Pages 469-480
 Maximizing the Likelihood of Detecting Outbreaks in Temporal Networks  (Martin Sterchi, Cristina Sarasua, Rolf Grütter, Abraham Bernstein)....Pages 481-493
 Efficient Computation of Optimal Temporal Walks Under Waiting-Time Constraints  (Anne-Sophie Himmel, Matthias Bentert, André Nichterlein, Rolf Niedermeier)....Pages 494-506
 Roles in Social Interactions: Graphlets in Temporal Networks Applied to Learning Analytics  (Raphaël Charbey, Laurent Brisson, Cécile Bothorel, Philippe Ruffieux, Serge Garlatti, Jean-Marie Gilliot et al.)....Pages 507-518
 Enumerating Isolated Cliques in Temporal Networks  (Hendrik Molter, Rolf Niedermeier, Malte Renken)....Pages 519-531
Front Matter ....Pages 533-533
 A Partially Rational Model for Financial Markets: The Role of Social Interactions on Herding and Market Inefficiency  (Lorenzo Giannini, Fabio Della Rossa, Pietro DeLellis)....Pages 535-546
 A Network Structure Analysis of Economic Crises  (Maximilian Göbel, Tanya Araújo)....Pages 547-560
 A Multiplier Effect Model for Price Stabilization Networks  (Jun Kiniwa, Hiroaki Sandoh)....Pages 561-572
 Sector Neutral Portfolios: Long Memory Motifs Persistence in Market Structure Dynamics  (Jeremy D. Turiel, Tomaso Aste)....Pages 573-585
 Beyond Fortune 500: Women in a Global Network of Directors  (Anna Evtushenko, Michael T. Gastner)....Pages 586-598
 Supplier Impersonation Fraud Detection in Business-To-Business Transaction Networks Using Self-Organizing Maps  (Rémi Canillas, Omar Hasan, Laurent Sarrat, Lionel Brunie)....Pages 599-610
 Network Shapley-Shubik Power Index: Measuring Indirect Influence in Shareholding Networks  (Takayuki Mizuno, Shohei Doi, Shuhei Kurizaki)....Pages 611-619
 “Learning Hubs” on the Global Innovation Network  (Michael A. Verba)....Pages 620-632
 Global Transitioning Towards a Green Economy: Analyzing the Evolution of the Green Product Space of the Two Largest World Economies  (Seyyedmilad Talebzadehhosseini, Steven R. Scheinert, Ivan Garibay)....Pages 633-644
 Performance of a Multi-layer Commodity Flow Network in the United States Under Disturbance  (Susana Garcia, Sarah Rajtmajer, Caitlin Grady, Paniz Mohammadpour, Alfonso Mejia)....Pages 645-655
 Empirical Analysis of a Global Capital-Ownership Network  (Sammy Khalife, Jesse Read, Michalis Vazirgiannis)....Pages 656-667
Front Matter ....Pages 669-669
 Patterns of Multiplex Layer Entanglement Across Real and Synthetic Networks  (Blaž Škrlj, Benjamin Renoust)....Pages 671-683
 Introducing Multilayer Stream Graphs and Layer Centralities  (P. Parmentier, T. Viard, B. Renoust, J.-F. Baffier)....Pages 684-696
 Better Late than Never: A Multilayer Network Model Using Metaplasticity for Emotion Regulation Strategies  (Nimat Ullah, Jan Treur)....Pages 697-708
 Comparison of Opinion Polarization on Single-Layer and Multiplex Networks  (Sonoko Kimura, Kimitaka Asatani, Toshiharu Sugawara)....Pages 709-721
 Learning of Weighted Multi-layer Networks via Dynamic Social Spaces, with Application to Financial Interbank Transactions  (Chris U. Carmona, Serafin Martinez-Jaramillo)....Pages 722-735
 Influence of Countries in the Global Arms Transfers Network: 1950–2018  (Sergey Shvydun)....Pages 736-748
Front Matter ....Pages 749-749
 Network Entropy Reveals that Cancer Resistance to MEK Inhibitors Is Driven by the Resilience of Proliferative Signaling  (Joel Maust, Judith Leopold, Andrej Bugrim)....Pages 751-761
 Computational Modelling of TNFα Pathway in Parkinson’s Disease – A Systemic Perspective  (Hemalatha Sasidharakurup, Lakshmi Nair, Kanishka Bhaskar, Shyam Diwakar)....Pages 762-773
 Understanding the Progression of Congestive Heart Failure of Type 2 Diabetes Patient Using Disease Network and Hospital Claim Data  (Md Ekramul Hossain, Arif Khan, Shahadat Uddin)....Pages 774-788
 Networks of Function and Shared Ancestry Provide Insights into Diversification of Histone Fold Domain in the Plant Kingdom  (Amish Kumar, Gitanjali Yadav)....Pages 789-801
 In-silico Gene Annotation Prediction Using the Co-expression Network Structure  (Miguel Romero, Jorge Finke, Mauricio Quimbaya, Camilo Rocha)....Pages 802-812
Front Matter ....Pages 813-813
 Linear Graph Convolutional Model for Diagnosing Brain Disorders  (Zarina Rakhimberdina, Tsuyoshi Murata)....Pages 815-826
 Adaptive Network Modeling for Criterial Causation  (Jan Treur)....Pages 827-841
 Network Influence Based Classification and Comparison of Neurological Conditions  (Ruaridh Clark, Niia Nikolova, Malcolm Macdonald, William McGeown)....Pages 842-853
 Characterization of Functional Brain Networks and Emotional Centers Using the Complex Networks Techniques  (Richa Tripathi, Dyutiman Mukhopadhyay, Chakresh Kumar Singh, Krishna Prasad Miyapuram, Shivakumar Jolad)....Pages 854-867
 Topological Properties of Brain Networks Underlying Deception: fMRI Study of Psychophysiological Interactions  (Irina Knyazeva, Maxim Kireev, Ruslan Masharipov, Maya Zheltyakova, Alexander Korotkov, Makarenko Nikolay et al.)....Pages 868-879
Front Matter ....Pages 881-881
 Functional Community Detection in Power Grids  (Xiaoliang Wang, Fei Xue, Shaofeng Lu, Lin Jiang, Qigang Wu)....Pages 883-894
 Comparing Traditional Methods of Complex Networks Construction in a Wind Farm Production Analysis Problem  (Sara Cornejo-Bueno, Mihaela Ioana Chidean, Antonio J. Caamaño, Luís Prieto, Sancho Salcedo-Sanz)....Pages 895-904
 Quantifying Life Quality as Walkability on Urban Networks: The Case of Budapest  (Luis Guillermo Natera Orozco, David Deritei, Anna Vancso, Orsolya Vasarhelyi)....Pages 905-918
 A Network Theoretical Approach to Identify Vulnerabilities of Urban Drainage Networks Against Structural Failures  (Paria Hajiamoosha, Christian Urich)....Pages 919-930
 Mining Behavioural Patterns in Urban Mobility Sequences Using Foursquare Check-in Data from Tokyo  (Galina Deeva, Johannes De Smedt, Jochen De Weerdt, María Óskarsdóttir)....Pages 931-943
 Temporal Analysis of a Bus Transit Network  (Manju Manohar Manjalavil, Gitakrishnan Ramadurai, Balaraman Ravindran)....Pages 944-954
 Modeling Urban Mobility Networks Using Constrained Labeled Sequences  (Stephen Eubank, Madhav Marathe, Henning Mortveit, Anil Vullikanti)....Pages 955-966
Front Matter ....Pages 967-967
 A Network Approach to the Formation of Self-assembled Teams  (Rustom Ichhaporia, Diego Gómez-Zará, Leslie DeChurch, Noshir Contractor)....Pages 969-981
 Predicting Movies’ Box Office Result - A Large Scale Study Across Hollywood and Bollywood  (Risko Ruus, Rajesh Sharma)....Pages 982-994
 Using Machine Learning to Predict Links and Improve Steiner Tree Solutions to Team Formation Problems  (Peter Keane, Faisal Ghaffar, David Malone)....Pages 995-1006
 Scientometrics for Success and Influence in the Microsoft Academic Graph  (George Panagopoulos, Christos Xypolopoulos, Konstantinos Skianis, Christos Giatsidis, Jie Tang, Michalis Vazirgiannis)....Pages 1007-1017
 Testing Influence of Network Structure on Team Performance Using STERGM-Based Controls  (Brennan Antone, Aryaman Gupta, Suzanne Bell, Leslie DeChurch, Noshir Contractor)....Pages 1018-1030
Back Matter ....Pages 1031-1034