Complex Networks & Their Applications VI: Proceedings of Complex Networks 2017 (The Sixth International Conference on Complex Networks and Their Applications)

Front Matter ....Pages i-xxv
Front Matter ....Pages 1-1
 A Comparison of Approaches to Computing Betweenness Centrality for Large Graphs  (John Matta)....Pages 3-13
 Cycle-Centrality in Economic and Biological Networks  (Pierre-Louis Giscard, Richard C. Wilson)....Pages 14-28
 A Game Theoretic Neighbourhood-Based Relevance Index  (Giulia Cesari, Encarnación Algaba, Stefano Moretti, Juan A. Nepomuceno)....Pages 29-40
 The Impact of Partially Missing Communities on the Reliability of Centrality Measures  (Christoph Martin)....Pages 41-52
 Consistent Estimation of Mixed Memberships with Successive Projections  (Maxim Panov, Konstantin Slavnov, Roman Ushakov)....Pages 53-64
 Reducing Pivots of Approximated Betweenness Computation by Hierarchically Clustering Complex Networks  (Angelo Furno, Nour-Eddin El Faouzi, Rajesh Sharma, Eugenio Zimeo)....Pages 65-77
 Power Network Equivalents: A Network Science Based K-Means Clustering Method Integrated with Silhouette Analysis  (D. Sharma, K. Thulasiraman, D. Wu, J. N. Jiang)....Pages 78-89
Front Matter ....Pages 91-91
 Newton’s Gravitational Law for Link Prediction in Social Networks  (Akanda Wahid -Ul- Ashraf, Marcin Budka, Katarzyna Musial-Gabrys)....Pages 93-104
 Efficient Outlier Detection in Hyperedge Streams Using MinHash and Locality-Sensitive Hashing  (Stephen Ranshous, Mandar Chaudhary, Nagiza F. Samatova)....Pages 105-116
 Layer-Wise Model Stacking for Link Prediction in Multilayer Networks. Case of Scientific Collaboration Networks  (Gali-Ketema Mbogo, Alexander Visheratin, Stepan Rakitin)....Pages 117-126
 Evolutionary Community Mining for Link Prediction in Dynamic Networks  (Nazim Choudhury, Shahadat Uddin)....Pages 127-138
 Rank Aggregation for Course Sequence Discovery  (Mihai Cucuringu, Charles Z. Marshak, Dillon Montag, Puck Rombach)....Pages 139-150
Front Matter ....Pages 151-151
 Community-Based Feature Selection for Credit Card Default Prediction  (Qiucheng Wang, Yanmei Hu, Jun Li)....Pages 153-165
 Tracking Bitcoin Users Activity Using Community Detection on a Network of Weak Signals  (Cazabet Remy, Baccour Rym, Latapy Matthieu)....Pages 166-177
 Vertex Deduplication Based on String Similarity and Community Membership  (Ryan McConville, Weiru Liu, Jun Hong)....Pages 178-189
 Motif-Based Community Detection in Multiplex Networks  (Clara Pizzuti, Annalisa Socievole)....Pages 190-201
 Influence Spreading Model Used to Community Detection in Social Networks  (Vesa Kuikka)....Pages 202-215
 Behind the Communities, a Focus on the Sparse Part of a Network  (Mehdi Djellabi, Bertrand Jouve, Frederic Amblard)....Pages 216-228
 Fluid Communities: A Competitive, Scalable and Diverse Community Detection Algorithm  (Ferran Parés, Dario Garcia Gasulla, Armand Vilalta, Jonatan Moreno, Eduard Ayguadé, Jesús Labarta et al.)....Pages 229-240
 ANCA : Attributed Network Clustering Algorithm  (Issam Falih, Nistor Grozavu, Rushed Kanawati, Younès Bennani)....Pages 241-252
 A Community-Driven Graph Partitioning Method for Constraint-Based Causal Discovery  (Mandar S. Chaudhary, Stephen Ranshous, Nagiza F. Samatova)....Pages 253-264
 Clustering-Structure Representative Sampling from Graph Streams  (Jianpeng Zhang, Kaijie Zhu, Yulong Pei, George Fletcher, Mykola Pechenizkiy)....Pages 265-277
 ComSim: A Bipartite Community Detection Algorithm Using Cycle and Node’s Similarity  (Raphael Tackx, Fabien Tarissan, Jean-Loup Guillaume)....Pages 278-289
 Parallel Community Detection Methods for Sparse Complex Networks  (Philippe Gagnon, Gilles Caporossi, Sylvain Perron)....Pages 290-301
Front Matter ....Pages 303-303
 Information Diffusion in Complex Networks: The Active/Passive Conundrum  (Letizia Milli, Giulio Rossetti, Dino Pedreschi, Fosca Giannotti)....Pages 305-313
 An Opportunistic Network Approach Towards Disease Spreading  (Sara Joneydi, Mohammad Khansari, Amin Kaveh)....Pages 314-325
 Identifying Top-K Important Nodes Based on Probabilistic-Jumping Random Walk in Complex Networks  (Hui Yu, Luyuan Chen, Xi Cao, Zun Liu, Yongjun Li)....Pages 326-338
Front Matter ....Pages 339-339
 Efficient Incremental Laplace Centrality Algorithm for Dynamic Networks  (Rui Portocarrero Sarmento, Mário Cordeiro, Pavel Brazdil, João Gama)....Pages 341-352
 Modeling Peer Influence in Time-Varying Networks  (Matthias Wölbitsch, Simon Walk, Denis Helic)....Pages 353-364
 Toward a Better Understanding of Emotional Dynamics on Facebook  (Fabiana Zollo, Borut Sluban, Igor Mozetič, Walter Quattrociocchi)....Pages 365-377
 Ranking in Dynamic Graphs Using Exponential Centrality  (Eisha Nathan, James Fairbanks, David Bader)....Pages 378-389
 A Nonlinear Dynamical Approach to the Interpretation of Microblogging Network Complexity  (Andrey Dmitriev, Victor Dmitriev, Olga Tsukanova, Svetlana Maltseva)....Pages 390-400
 Capturing the Dynamics of Hashtag-Communities  (Philipp Lorenz, Frederik Wolf, Jonas Braun, Nataša Djurdjevac Conrad, Philipp Hövel)....Pages 401-413
 A Semantic Continuity Based Analysis of Topic Lifecycle on Social Networks  (Kuntal Dey, Saroj Kaushik, Kritika Garg, Ritvik Shrivastava)....Pages 414-425
 Seed Selection for Information Cascade in Multilayer Networks  (Fredrik Erlandsson, Piotr Bródka, Anton Borg)....Pages 426-436
 Network Signatures of Success: Emulating Expert and Crowd Assessment in Science, Art, and Technology  (Igor Zakhlebin, Emőke-Ágnes Horvát)....Pages 437-449
Front Matter ....Pages 451-451
 Detection of Four-Node Motif in Complex Networks  (Zhaolong Ning, Lei Liu, Shuo Yu, Feng Xia)....Pages 453-462
 Assortative Mixture of English Parts of Speech  (Timothy Leonard, Lutz Hamel, Noah M. Daniels, Natallia V. Katenka)....Pages 463-475
 Contextual Subgraph Discovery with Mobility Models  (Anes Bendimerad, Rémy Cazabet, Marc Plantevit, Céline Robardet)....Pages 477-489
 Temporal Communication Motifs in Mobile Cohesive Groups  (Matteo Zignani, Christian Quadri, Michela Del Vicario, Sabrina Gaito, Gian Paolo Rossi)....Pages 490-501
 Detecting Motifs in Multiplex Corporate Networks  (Frank W. Takes, Walter A. Kosters, Boyd Witte)....Pages 502-515
 On Mining Temporal Patterns in Dynamic Graphs, and Other Unrelated Problems  (Orestis Kostakis, Aristides Gionis)....Pages 516-527
Front Matter ....Pages 529-529
 A Generative Model for Sparse, Evolving Digraphs  (Georgios Papoudakis, Philippe Preux, Martin Monperrus)....Pages 531-542
 Studying the Structure of Some Networks Using Certain Topological Indices  (Meryam Zeryouh, Mohamed El Marraki, Mohamed Essalih)....Pages 543-554
 Spin Model of Two Random Walkers in Complex Networks  (Wenshuo Guo, Juntao Wang, Kwok Yip Szeto)....Pages 555-566
 A Logical Constraint–based Approach to Infer and Explore Diversity and Composition in Thresholded Boolean Automaton Networks  (Quoc-Trung Vuong, Roselyne Chauvin, Sergiu Ivanov, Nicolas Glade, Laurent Trilling)....Pages 567-579
Front Matter ....Pages 581-581
 Visualization of Multichannel EEG Coherence Networks Based on Community Structure Analysis  (Chengtao Ji, Natasha M. Maurits, Jos B. T. M. Roerdink)....Pages 583-594
 On Multitree-Like Graph Layering  (Radek Marik)....Pages 595-606
Front Matter ....Pages 607-607
 Lean Structural Network Resilience  (Javier Villalba-Diez, Ilaria De Sanctis, Joaquín Ordieres-Meré, Filippo Emanuele Ciarapica)....Pages 609-619
 Identification of Critical Habitat Corridor Patches by Cut Node Ranking  (Gianni Fenu, Pier Luigi Pau)....Pages 620-632
 On SDN Controller Placement to Achieve Robustness Against Targeted Attacks  (Mohammed J. F. Alenazi)....Pages 633-645
 Improving the Chilean Internet Robustness: Increase the Interdependencies or Change the Shape of the Country?  (Ivana Bachmann, Javier Bustos-Jiménez)....Pages 646-657
 Action-Based Model for Topologically Resilient Supply Networks  (Viplove Arora, Mario Ventresca)....Pages 658-669
 Nucleation of Social Groups: The Role of Centrality Inequality and Social Mobility  (Yaniv Dover, Guy Kelman)....Pages 670-679
 Epidemiological Study of Browser-Based Malware for University Network with Partially Observed Flow Data  (Sindhura Jaladhanki, Natallia Katenka, Lisa DiPippo)....Pages 680-691
 Attacking Unexplored Networks - The Probe-and-Attack Problem  (Bryan H. Chong, Mario Ventresca)....Pages 692-703
 Social Learning Against Data Falsification in Sensor Networks  (Fernando Rosas, Kwang-Cheng Chen)....Pages 704-716
Front Matter ....Pages 717-717
 Locality-Based Graph Clustering of Spatially Embedded Time Series  (Fabian Maschler, Fabian Geier, Bodo Bookhagen, Emmanuel Müller)....Pages 719-730
 Soft Textual Cartography Based on Topic Modeling and Clustering of Irregular, Multivariate Marked Networks  (Mattia Egloff, Raphaël Ceré)....Pages 731-743
 Consistency and Trends of Technological Innovations: A Network Approach to the International Patent Classification Data  (Yuan Gao, Zhen Zhu, Massimo Riccaboni)....Pages 744-756
Front Matter ....Pages 757-757
 Concept Networks in Learning and the Epistemic Support of Their Key Concepts  (Ismo T. Koponen, Maija Nousiainen)....Pages 759-769
 Network Analysis of Migration Patterns in the United States  (Travis Goldade, Batyr Charyyev, Mehmet Hadi Gunes)....Pages 770-783
 An Adaptive Computational Network Model for Multi-Emotional Social Interaction  (Ramona Roller, Suzan Q. Blommestijn, Jan Treur)....Pages 784-796
 On the Gender of Books: Author Gender Mixing in Book Communities  (Doina Bucur)....Pages 797-808
 Criticality as Key-Concept to Understand Social Norms’ Dynamics in Networks  (Daniele Vilone, Giulia Andrighetto, John Realpe-Gómez)....Pages 809-814
 Promotion of Robust Cooperation Among Agents in Complex Networks by Enhanced Expectation-of-Cooperation Strategy  (Tomoaki Otsuka, Toshiharu Sugawara)....Pages 815-828
 Representing Emoji Usage Using Directed Networks: A Twitter Case Study  (Halley Fede, Isaiah Herrera, S. M. Mahdi Seyednezhad, Ronaldo Menezes)....Pages 829-842
 Assessing the Effects of Social Familiarity and Stance Similarity in Interaction Dynamics  (Kuntal Dey, Ritvik Shrivastava, Saroj Kaushik, Vaibhav Mathur)....Pages 843-855
 On the Social Influence in Human Behavior: Physical, Homophily, and Social Communities  (Luca Luceri, Alberto Vancheri, Torsten Braun, Silvia Giordano)....Pages 856-868
 Replicator Equation and the Evolution of Cooperation on Regular Communities  (Daniele Cassese)....Pages 869-880
 Modeling the Co-evolution of Committee Formation and Awareness Networks in Organizations  (Alex T. Jones, Noah E. Friedkin, Ambuj K. Singh)....Pages 881-894
Front Matter ....Pages 895-895
 The Topological Face of Recommendation  (Erwan Le Merrer, Gilles Trédan)....Pages 897-908
 Information Dissemination in Scale-Free Networks: Profusion Versus Scarcity  (Laurent Brisson, Philippe Collard, Martine Collard, Erick Stattner)....Pages 909-920
 Is This Movie a Milestone? Identification of the Most Influential Movies in the History of Cinema  (Livio Bioglio, Ruggero G. Pensa)....Pages 921-934
 Navigated Random Walks on Amazon Book Recommendation Network  (Lei Hou, Kecheng Liu, Jianguo Liu)....Pages 935-945
 Identifying Spreading Sources and Influential Nodes of Hot Events on Social Networks  (Nan Zhou, Xiu-Xiu Zhan, Qiang Ma, Song Lin, Jun Zhang, Zi-Ke Zhang)....Pages 946-954
 Methods for Influence Maximization in Dynamic Networks  (Tsuyoshi Murata, Hokuto Koga)....Pages 955-966
 Exploring the Twitterland of the Impact Investing Market  (Petra Kralj Novak, Luisa De Amicis, Catherine Hughes, Igor Mozetič)....Pages 967-979
 Introducing Credibility to Model News Spreading  (V. Carchiolo, A. Longheu, M. Malgeri, G. Mangioni, M. Previti)....Pages 980-988
 Competences Network Based on Interaction Data for Recommendation and Evaluation Aims  (Soumaya Yahiaoui, Christophe Courtin, Pierre Maret, Laurent Tabourot)....Pages 989-1001
 Relational Patterns in Cross-Media Information Diffusion Networks  (Tobias Hecking, Laura Steinert, Victor H. Masias, H. Ulrich Hoppe)....Pages 1002-1014
 Modeling Peer and External Influence in Online Social Networks: Case of 2013 Referendum in Croatia  (Matija Piškorec, Nino Antulov-Fantulin, Iva Miholić, Tomislav Šmuc, Mile Šikić)....Pages 1015-1027
 Power in Network Structures Based on Simulations  (Natalia Meshcheryakova, Sergey Shvydun)....Pages 1028-1038
Front Matter ....Pages 1039-1039
 Modeling Stock Survivability Resilience in Signed Temporal Networks: A Study from London Stock Exchange  (Junqing Tang, Layla Khoja, Hans Rudolf Heinimann)....Pages 1041-1052
 On the Performance of Network Science Metrics as Long-Term Investment Strategies in Stock Markets  (Andre Leone, Marcello Tomasini, Younis Al Rozz, Ronaldo Menezes)....Pages 1053-1064
 The Evolution of Japanese Business Networks in ASEAN Countries Since the 1960s  (Jean-Pascal Bassino, Pablo Jensen, Matteo Morini)....Pages 1065-1075
 Analyses on the Authority Migration and Geographical Context in Progeny Networks  (Jun-Home Chen, Jyi-Shane Liu, Yu-Lieh Huang, Yi-Jia Lin)....Pages 1076-1087
 Revealing Persistent Structure of International Trade by Nonnegative Matrix Factorization  (Chikara Mizokami, Takaaki Ohnishi)....Pages 1088-1099
 Shock Propagation Through Customer-Supplier Relationships: An Application of the Stochastic Actor-Oriented Model  (Yoshiyuki Arata, Abhijit Chakraborty, Yoshi Fujiwara, Hiroyasu Inoue, Hazem Krichene, Masaaki Terai)....Pages 1100-1110
 Multiplex Dynamics on the World Trade Web  (Daryl R. DeFord)....Pages 1111-1123
 Evolution of the Global Risk Network Mean-Field Stability Point  (Xiang Niu, Alaa Moussawi, Noemi Derzsy, Xin Lin, Gyorgy Korniss, Boleslaw K. Szymanski)....Pages 1124-1134
 Multiplex Financial Networks: Revealing the Level of Interconnectedness in the Banking System  (Alejandro de la Concha, Serafin Martinez-Jaramillo, Christian Carmona)....Pages 1135-1148
 Mapping Organizations’ Goals and Leanings in the Lobbyist Network in Banking and Finance  (Borut Sluban, Jasmina Smailović, Petra Kralj Novak, Igor Mozetič, Stefano Battiston)....Pages 1149-1161
 Real Implications of Quantitative Easing in the Euro Area: A Complex-Network Perspective  (Chiara Perillo, Stefano Battiston)....Pages 1162-1173
 United Nations General Assembly Vote Similarity Networks  (Rijul Magu, Gonzalo Mateos)....Pages 1174-1183
 Graph Theoretical Approach to Bow-Tie Interbank Networks Reconstruction  (Valentina Y. Guleva, Klavdiya O. Bochenina)....Pages 1184-1194
Front Matter ....Pages 1195-1195
 Water Distribution Network Clustering: Graph Partitioning or Spectral Algorithms?  (A. Di Nardo, M. Di Natale, C. Giudicianni, R. Greco, G. F. Santonastaso)....Pages 1197-1209
 Fast Extraction Method of Functional Clusters from Large-Scale Spatial Networks Based on Transfer Learning  (Takayasu Fushimi, Kazumi Saito, Tetsuo Ikeda, Kazuhiro Kazama)....Pages 1210-1222
 Generating Realistic Road Usage Information and Origin-Destination Data for Traffic Simulations: Augmenting Agent-Based Models with Network Techniques  (Christian Hofer, Georg Jäger, Manfred Füllsack)....Pages 1223-1233
Front Matter ....Pages 1235-1235
 \(\delta \)-MAPS: From fMRI Data to Functional Brain Networks  (Ilias Fountalis, Constantine Dovrolis, Bistra Dilkina, Shella Keilholz)....Pages 1237-1249
 Network Based fMRI Neuro-Feedback for Emotion Regulation; Proof-of-Concept  (Yael Jacob, Ayelet Or-Borichev, Gilan Jackont, Nitzan Lubianiker, Talma Hendler)....Pages 1250-1260
 Simultaneous Matrix Diagonalization for Structural Brain Networks Classification  (Nikita Mokrov, Maxim Panov, Boris A. Gutman, Joshua I. Faskowitz, Neda Jahanshad, Paul M. Thompson)....Pages 1261-1270
 Dynamic Generative Model of the Human Brain in Resting-State  (Dali Guo, Viplove Arora, Enrico Amico, Joaquín Goñi, Mario Ventresca)....Pages 1271-1283
Back Matter ....Pages 1285-1288