Frank W. Takes

Orcid: 0000-0001-5468-1030

Affiliations:
  • Leiden University, The Netherlands


According to our database1, Frank W. Takes authored at least 61 papers between 2011 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Online presence:

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Bibliography

2024
Identifying successful football teams in the European player transfer network.
Appl. Netw. Sci., December, 2024

Fair tree classifier using strong demographic parity.
Mach. Learn., May, 2024

Socio-economic segregation in a population-scale social network.
Soc. Networks, 2024

The anonymization problem in social networks.
CoRR, 2024

A systematic comparison of measures for k-anonymity in networks.
CoRR, 2024

2023
Algorithms for Efficiently Computing Structural Anonymity in Complex Networks.
ACM J. Exp. Algorithmics, December, 2023

A large-scale longitudinal structured dataset of the dark web cryptomarket Evolution (2014-2015).
CoRR, 2023

Early warning signals for predicting cryptomarket vendor success using dark net forum networks.
CoRR, 2023

Beyond the ego network: The effect of distant connections on node anonymity.
CoRR, 2023

CADENCE: Community-Aware Detection of Dynamic Network States.
Proceedings of the 2023 SIAM International Conference on Data Mining, 2023

A Framework for Empirically Evaluating Pretrained Link Prediction Models.
Proceedings of the Complex Networks & Their Applications XII, 2023

2022
Community membership consistency applied to corporate board interlock networks.
J. Comput. Soc. Sci., May, 2022

Fair automated assessment of noncompliance in cargo ship networks.
EPJ Data Sci., 2022

Real-time interactive visualization of large networks on a tiled display system.
Displays, 2022

Modelling and measuring complexity of traditional and ancient technologies using Petri nets.
CoRR, 2022

A Large-scale Temporal Analysis of User Lifespan Durability on the Reddit Social Media Platform.
Proceedings of the Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25, 2022

2021
Supervised temporal link prediction in large-scale real-world networks.
Soc. Netw. Anal. Min., 2021

Investigating scientific mobility in co-authorship networks using multilayer temporal motifs.
Netw. Sci., 2021

Functional Structure in Production Networks.
Frontiers Big Data, 2021

Trajectories through temporal networks.
Appl. Netw. Sci., 2021

Evolution of the World Stage of Global Science from a Scientific City Network Perspective.
Proceedings of the Complex Networks & Their Applications X - Volume 1, Proceedings of the Tenth International Conference on Complex Networks and Their Applications COMPLEX NETWORKS 2021, Madrid, Spain, November 30, 2021

2020
The duality of firms and directors in board interlock networks: A relational event modeling approach.
Soc. Networks, 2020

Foreword to the special issue on mining actionable insights from online user generated content.
Inf. Retr. J., 2020

Foreword to the special issue on mining actionable insights from social networks.
Inf. Process. Manag., 2020

Community membership consistency in corporate board interlock networks.
CoRR, 2020

Combining Language Models and Network Features for Relevance-Based Tweet Classification.
Proceedings of the Social Informatics - 12th International Conference, 2020

Large-scale machine learning for business sector prediction.
Proceedings of the SAC '20: The 35th ACM/SIGAPP Symposium on Applied Computing, online event, [Brno, Czech Republic], March 30, 2020

The eXPose Approach to Crosslier Detection.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Experimental Evaluation of Train and Test Split Strategies in Link Prediction.
Proceedings of the Complex Networks & Their Applications IX, 2020

False News Classification and Dissemination: The case of the 2019 Indonesian Presidential Election.
Proceedings of the CIKM 2020 Workshops co-located with 29th ACM International Conference on Information and Knowledge Management (CIKM 2020), 2020

2019
A Bayesian Approach for Accurate Classification-Based Aggregates.
Proceedings of the 2019 SIAM International Conference on Data Mining, 2019

MAISoN 2019: The 3rd International Workshop on Mining Actionable Insights from Social Networks.
Proceedings of the 2019 ACM SIGIR International Conference on Theory of Information Retrieval, 2019

Imputation Methods Outperform Missing-Indicator for Data Missing Completely at Random.
Proceedings of the 2019 International Conference on Data Mining Workshops, 2019

Understanding Dynamics of Truck Co-Driving Networks.
Proceedings of the Complex Networks and Their Applications VIII, 2019

Fast incremental computation of harmonic closeness centrality in directed weighted networks.
Proceedings of the ASONAM '19: International Conference on Advances in Social Networks Analysis and Mining, 2019

2018
The effects of data quality on the analysis of corporate board interlock networks.
Inf. Syst., 2018

Computing Minimum Weight Cycles to Leverage Mispricings in Cryptocurrency Market Networks.
CoRR, 2018

Multiplex network motifs as building blocks of corporate networks.
Appl. Netw. Sci., 2018

Accurate WiFi-Based Indoor Positioning with Continuous Location Sampling.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018

Understanding Evolving Communities in Transnational Board Interlock Networks.
Proceedings of the 14th IEEE International Conference on e-Science, 2018

Estimating Subgraph Generation Models to Understand Large Network Formation.
Proceedings of the 14th IEEE International Conference on e-Science, 2018

Automatic Identification of Component Roles in Software Design Networks.
Proceedings of the Complex Networks and Their Applications VII, 2018

A Community-Aware Approach for Identifying Node Anomalies in Complex Networks.
Proceedings of the Complex Networks and Their Applications VII, 2018

Characterizing Key Players in Child Exploitation Networks on the Dark Net.
Proceedings of the Complex Networks and Their Applications VII, 2018

Understanding Behavioral Patterns in Truck Co-driving Networks.
Proceedings of the Complex Networks and Their Applications VII, 2018

Counting Multilayer Temporal Motifs in Complex Networks.
Proceedings of the Complex Networks and Their Applications VII, 2018

Computing and Predicting Winning Hands in the Trick-Taking Game of Klaverjas.
Proceedings of the Artificial Intelligence - 30th Benelux Conference, 2018

2017
Exploiting GPUs for Fast Force-Directed Visualization of Large-Scale Networks.
Proceedings of the 46th International Conference on Parallel Processing, 2017

Detecting Motifs in Multiplex Corporate Networks.
Proceedings of the Complex Networks & Their Applications VI, 2017

2016
Centrality in the global network of corporate control.
Soc. Netw. Anal. Min., 2016

The Complexity of Rummikub Problems.
CoRR, 2016

Where is the global corporate elite? A large-scale network study of local and nonlocal interlocking directorates.
CoRR, 2016

Explainable and Efficient Link Prediction in Real-World Network Data.
Proceedings of the Advances in Intelligent Data Analysis XV - 15th International Symposium, 2016

2015
Fast diameter and radius BFS-based computation in (weakly connected) real-world graphs: With an application to the six degrees of separation games.
Theor. Comput. Sci., 2015

2014
Adaptive Landmark Selection Strategies for Fast Shortest Path Computation in Large Real-World Graphs.
Proceedings of the 2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT), Warsaw, Poland, August 11-14, 2014, 2014

Fast Diameter Computation of Large Sparse Graphs Using GPUs.
Proceedings of the 22nd Euromicro International Conference on Parallel, 2014

On the Solvability of the Six Degrees of Kevin Bacon Game - A Faster Graph Diameter and Radius Computation Method.
Proceedings of the Fun with Algorithms - 7th International Conference, 2014

2013
Computing the Eccentricity Distribution of Large Graphs.
Algorithms, 2013

Mining User-Generated Path Traversal Patterns in an Information Network.
Proceedings of the 2013 IEEE/WIC/ACM International Conferences on Web Intelligence, 2013

2012
The Difficulty of Path Traversal in Information Networks.
Proceedings of the KDIR 2012 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, Barcelona, Spain, 4, 2012

2011
Determining the diameter of small world networks.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011


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