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ORCIDCOMPLEX NETWORKS 2020: Madrid, Spain
- Rosa M. Benito, Chantal Cherifi, Hocine Cherifi, Esteban Moro, Luis Mateus Rocha
, Marta Sales-Pardo:
Complex Networks & Their Applications IX - Volume 2, Proceedings of the Ninth International Conference on Complex Networks and Their Applications, COMPLEX NETWORKS 2020, 1-3 December 2020, Madrid, Spain. Studies in Computational Intelligence 944, Springer 2021, ISBN 978-3-030-65350-7
Machine Learning and Networks
- Mark Heimann, Goran Muric, Emilio Ferrara:
Structural Node Embedding in Signed Social Networks: Finding Online Misbehavior at Multiple Scales. 3-14 - Hussain Hussain, Tomislav Duricic, Elisabeth Lex, Roman Kern, Denis Helic:
On the Impact of Communities on Semi-supervised Classification Using Graph Neural Networks. 15-26 - Teru Fujii, Masahito Kumano, João Gama, Masahiro Kimura:
Detecting Geographical Competitive Structure for POI Visit Dynamics. 27-38 - Mengzhen Li, Mehmet Koyutürk:
Consensus Embeddings for Networks with Multiple Versions. 39-52 - Hajime Miyazawa, Tsuyoshi Murata:
Graph Convolutional Network with Time-Based Mini-Batch for Information Diffusion Prediction. 53-65 - Ahlem Drif, Sami Guembour, Hocine Cherifi:
A Sentiment Enhanced Deep Collaborative Filtering Recommender System. 66-78 - Gerrit Jan de Bruin, Cor J. Veenman, H. Jaap van den Herik, Frank W. Takes:
Experimental Evaluation of Train and Test Split Strategies in Link Prediction. 79-91 - Alexios Mandalios, Alexandros Chortaras, Giorgos Stamou, Michalis Vazirgiannis:
Enriching Graph Representations of Text: Application to Medical Text Classification. 92-103 - Carlos Magno Geraldo Barbosa, Lucas Gabriel da Silva Félix, Antonio Pedro Santos Alves, Carolina Ribeiro Xavier, Vinícius da Fonseca Vieira:
SaraBotTagger - A Light Tool to Identify Bots in Twitter. 104-116 - Virgile Rennard, Giannis Nikolentzos, Michalis Vazirgiannis:
Graph Auto-Encoders for Learning Edge Representations. 117-129 - Joel Peito, Qiwei Han:
Incorporating Domain Knowledge into Health Recommender Systems Using Hyperbolic Embeddings. 130-141 - Giannis Nikolentzos, Michalis Thomas, Adín Ramírez Rivera, Michalis Vazirgiannis:
Image Classification Using Graph-Based Representations and Graph Neural Networks. 142-153 - M. Tarik Altuncu, Sophia N. Yaliraki, Mauricio Barahona:
Graph-Based Topic Extraction from Vector Embeddings of Text Documents: Application to a Corpus of News Articles. 154-166 - Manqing Ma, György Korniss, Boleslaw K. Szymanski:
Learning Parameters for Balanced Index Influence Maximization. 167-177
Mobility Networks
- Oliver Gardiner, Xiaowen Dong:
Mobility Networks for Predicting Gentrification. 181-192 - Shuto Araki, Aaron Louis Bramson:
Connecting the Dots: Integrating Point Location Data into Spatial Network Analyses. 193-205 - Marzena Fügenschuh, Ralucca Gera, Andrea Tagarelli:
Topological Analysis of Synthetic Models for Air Transportation Multilayer Networks. 206-217 - Elise Henry, Mathieu Petit, Angelo Furno, Nour-Eddin El Faouzi:
Quick Sub-optimal Augmentation of Large Scale Multi-modal Transport Networks. 218-230 - Keigo Yamamoto, Shigeyuki Miyagi, Osamu Sakai:
Order Estimation of Markov-Chain Processes in Complex Mobility Network Embedded in Vehicle Traces. 231-242
Modeling Human Behavior
- Rajesh Bhalwankar, Jan Treur:
A Second-Order Adaptive Network Model for Learner-Controlled Mental Model Learning Processes. 245-259 - Jan Treur:
Self-modeling Networks Using Adaptive Internal Mental Models for Cognitive Analysis and Support Processes. 260-274 - Jérôme Michaud, Ilkka H. Mäkinen, Emil Frisk, Attila Szilva:
Evolution of Spatial Political Community Structures in Sweden 1985-2018. 275-285 - Lucia Cavallaro, Annamaria Ficara, Francesco Curreri, Giacomo Fiumara, Pasquale De Meo, Ovidiu Bagdasar, Antonio Liotta:
Graph Comparison and Artificial Models for Simulating Real Criminal Networks. 286-297 - Inzamam Rahaman, Patrick Hosein:
Extending DeGroot Opinion Formation for Signed Graphs and Minimizing Polarization. 298-309 - Sylvain Mignot, Annick Vignes:
Market Designs and Social Interactions. How Trust and Reputation Influence Market Outcome? 310-321 - Emily Kaven, Ilana Kaven, Diego Gómez-Zará, Leslie A. DeChurch, Noshir Contractor:
Assessing How Team Task Influences Team Assembly Through Network Analysis. 322-334 - Mehrdad Agha Mohammad Ali Kermani, Samane Abbasi Sani, Hanie Zand:
Resident's Alzheimer Disease and Social Networks Within a Nursing Home. 335-345 - Archan Das, Diego Gómez-Zará, Noshir Contractor:
Forming Diverse Teams Based on Members' Social Networks: A Genetic Algorithm Approach. 346-357
Biological Networks
- Georgios Papagiannis, Sotiris Moschoyiannis:
Deep Reinforcement Learning for Control of Probabilistic Boolean Networks. 361-371 - Rémi Segretain, Sergiu Ivanov, Laurent Trilling, Nicolas Glade:
A Methodology for Evaluating the Extensibility of Boolean Networks' Structure and Function. 372-385 - Alessandro Muscolino, Antonio Di Maria, Salvatore Alaimo, Stefano Borzì, Paolo Ferragina, Alfredo Ferro, Alfredo Pulvirenti:
NETME: On-the-Fly Knowledge Network Construction from Biomedical Literature. 386-397 - Yasutaka Mizui, Shigeyuki Miyagi, Osamu Sakai:
Statistics of Growing Chemical Network Originating from One Molecule Species and Activated by Low-Temperature Plasma. 398-409 - Emre Sefer:
Joint Modeling of Histone Modifications in 3D Genome Shape Through Hi-C Interaction Graph. 410-421
Network Models
- Steve Huntsman:
Fast Multipole Networks. 425-436 - Frédéric Giroire, Stéphane Pérennes, Thibaud Trolliet:
A Random Growth Model with Any Real or Theoretical Degree Distribution. 437-449 - Sergei P. Sidorov, Sergei V. Mironov, Igor Malinskii, Dmitry Kadomtsev:
Local Degree Asymmetry for Preferential Attachment Model. 450-461 - Louis Duvivier, Rémy Cazabet, Céline Robardet:
Edge Based Stochastic Block Model Statistical Inference. 462-473 - Jueyi Liu, Yuze Sui, Ling Zhu, Xueguang Zhou:
Modeling and Evaluating Hierarchical Network: An Application to Personnel Flow Network. 474-484 - Steven J. Krieg, Peter M. Kogge, Nitesh V. Chawla:
GrowHON: A Scalable Algorithm for Growing Higher-order Networks of Sequences. 485-496 - Hohyun Jung, Frederick Kin Hing Phoa:
Analysis of a Finite Mixture of Truncated Zeta Distributions for Degree Distribution. 497-507 - Chen Avin, Yuri Lotker:
De-evolution of Preferential Attachment Trees. 508-519 - Felipe S. Abrahão, Klaus Wehmuth, Hector Zenil, Artur Ziviani:
An Algorithmic Information Distortion in Multidimensional Networks. 520-531 - Faisal Nsour, Hiroki Sayama:
Hot-Get-Richer Network Growth Model. 532-543
Networks in Finance and Economics
- Jun Guan, Jiaqi Ren, Lizhi Xing:
Measuring the Nestedness of Global Production System Based on Bipartite Network. 547-558 - Lizhi Xing, Yu Han:
Extracting the Backbone of Global Value Chain from High-Dimensional Inter-Country Input-Output Network. 559-570 - María Óskarsdóttir, Jacky Mallett, Arnþór Logi Arnarson, Alexander Snær Stefánsson:
Analysis of Tainted Transactions in the Bitcoin Blockchain Transaction Network. 571-581
Structural Network Measures
- Riccardo Dondi, Pietro Hiram Guzzi, Mohammad Mehdi Hosseinzadeh:
Top-k Connected Overlapping Densest Subgraphs in Dual Networks. 585-596 - Thibaud Trolliet, Nathann Cohen, Frédéric Giroire, Luc Hogie, Stéphane Pérennes:
Interest Clustering Coefficient: A New Metric for Directed Networks Like Twitter. 597-609 - Emmanouil Krasanakis, Symeon Papadopoulos, Ioannis Kompatsiaris:
Applying Fairness Constraints on Graph Node Ranks Under Personalization Bias. 610-622 - Lan Jiang, Ly Dinh, Rezvaneh Rezapour, Jana Diesner:
Which Group Do You Belong To? Sentiment-Based PageRank to Measure Formal and Informal Influence of Nodes in Networks. 623-636
Temporal Networks
- Samir Chowdhury, Steve Huntsman, Matvey Yutin:
Path Homology and Temporal Networks. 639-650 - Binh-Minh Bui-Xuan, Hugo Hourcade, Cédric Miachon:
Computing Temporal Twins in Time Logarithmic in History Length. 651-663 - Eisha Nathan:
A Dynamic Algorithm for Linear Algebraically Computing Nonbacktracking Walk Centrality. 664-674 - Giorgio Locicero, Giovanni Micale, Alfredo Pulvirenti, Alfredo Ferro:
TemporalRI: A Subgraph Isomorphism Algorithm for Temporal Networks. 675-687 - Henrique Branquinho, Luciano Grácio, Pedro Ribeiro:
StreamFaSE: An Online Algorithm for Subgraph Counting in Dynamic Networks. 688-699 - Ramya Gupta, Abhishek Prasad, Suresh Babu, Gitanjali Yadav:
Temporal Bibliometry Networks of SARS, MERS and COVID19 Reveal Dynamics of the Pandemic. 700-711
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