Recent articles published in 'EPJ Data Science'

Recent articles published in 'EPJ Data Science' https://epjds.epj.org Recent articles published in 'EPJ Data Science' daily 1 2026-10-01T22:51:13Z Springer Berlin Heidelberg Copyright (c) Springer Berlin Heidelberg 2026 Copyright (c) Springer Berlin Heidelberg 2026 2193-1127 EPJ Data Science Heavy-tail-aware representation learning and dynamic Bayesian state modelling to derive an operational proxy definition of problem gambling risk from routine online gambling data https://epjds.epj.org/10.1140/epjds/s13688-026-00698-3 Authors: Sam Andersson, Helga Westerlind, Timo Koski, Keenan Lyon, Per Carlbring, Philip Lindner and Olof Molander. EPJ Data Science Vol. 15 , page 77 Published online: 4/9/2026 Keywords: Problem gambling ; Operational risk definition ; Heavy-tailed behavior ; Representation learning ; Variational autoencoder ; Hidden Markov model ; Alert-to-assessment interval ; Capacity-constrained triage ; Missing-not-at-random labels. Heavy-tail-aware representation learning and dynamic Bayesian state modelling to derive an operational proxy definition of problem gambling risk from routine online gambling data Sam Andersson Helga Westerlind Timo Koski Keenan Lyon Per Carlbring Philip Lindner Olof Molander Problem gambling Operational risk definition Heavy-tailed behavior Representation learning Variational autoencoder Hidden Markov model Alert-to-assessment interval Capacity-constrained triage Missing-not-at-random labels 2026-9-4 text/html 10.1140/epjds/s13688-026-00698-3 EPJ Data Science Vol. 15(1) abstract epjdata/2026/01 2026-9-4 EPJ Data Science 77 15 Assessing the value of objective suspicious transactions in Dutch anti-money laundering investigations: a network approach https://epjds.epj.org/10.1140/epjds/s13688-026-00676-9 Authors: Elena Candellone, Peter Gerbrands, Mahdi Shafiee Kamalabad and Javier Garcia-Bernardo. EPJ Data Science Vol. 15 , page 78 Published online: 25/6/2026 Keywords: Suspicious transaction reports ; Money laundering ; Network analysis ; Financial intelligence ; Anti-money laundering investigations. Assessing the value of objective suspicious transactions in Dutch anti-money laundering investigations: a network approach Elena Candellone Peter Gerbrands Mahdi Shafiee Kamalabad Javier Garcia-Bernardo Suspicious transaction reports Money laundering Network analysis Financial intelligence Anti-money laundering investigations 2026-6-25 text/html 10.1140/epjds/s13688-026-00676-9 EPJ Data Science Vol. 15(1) abstract epjdata/2026/01 2026-6-25 EPJ Data Science 78 15 Modeling the coevolution of relational events and relational states in social networks https://epjds.epj.org/10.1140/epjds/s13688-026-00677-8 Authors: Christoph Stadtfeld, Maria Eugenia Gil-Pallares and Viviana Amati. EPJ Data Science Vol. 15 , page 81 Published online: 3/7/2026 Keywords: Dynamic social networks ; Statistical modeling ; Relational events ; Relational states ; Friendship ; Social media. Modeling the coevolution of relational events and relational states in social networks Christoph Stadtfeld Maria Eugenia Gil-Pallares Viviana Amati Dynamic social networks Statistical modeling Relational events Relational states Friendship Social media 2026-7-3 text/html 10.1140/epjds/s13688-026-00677-8 EPJ Data Science Vol. 15(1) abstract epjdata/2026/01 2026-7-3 EPJ Data Science 81 15 When transparency falls short: auditing platform moderation during a high-stakes election https://epjds.epj.org/10.1140/epjds/s13688-026-00704-8 Authors: Benedetta Tessa, Gautam Kishore Shahi, Amaury Trujillo and Stefano Cresci. EPJ Data Science Vol. 15 , page 79 Published online: 23/9/2026 Keywords: Content moderation ; Social media ; Digital Service Act ; 2024 European Parliament election ; Statement of reasons ; Data visualization ; Online regulation. When transparency falls short: auditing platform moderation during a high-stakes election Benedetta Tessa Gautam Kishore Shahi Amaury Trujillo Stefano Cresci Content moderation Social media Digital Service Act 2024 European Parliament election Statement of reasons Data visualization Online regulation 2026-9-23 text/html 10.1140/epjds/s13688-026-00704-8 EPJ Data Science Vol. 15(1) abstract epjdata/2026/01 2026-9-23 EPJ Data Science 79 15 Multi-source, multi-level: a hierarchical taxonomy-based framework for AI trends analysis https://epjds.epj.org/10.1140/epjds/s13688-026-00675-w Authors: Sondre Sørbø, Shanshan Jiang, Phil Tinn, Mihai Gheorghe, Roberto Avogadro and Dumitru Roman. EPJ Data Science Vol. 15 , page 82 Published online: 3/7/2026 Keywords: Temporal trend analysis ; Metrics for trend analysis ; Multi-source trend analysis ; Trend exploration tool ; AI trends analysis. Multi-source, multi-level: a hierarchical taxonomy-based framework for AI trends analysis Sondre Sørbø Shanshan Jiang Phil Tinn Mihai Gheorghe Roberto Avogadro Dumitru Roman Temporal trend analysis Metrics for trend analysis Multi-source trend analysis Trend exploration tool AI trends analysis 2026-7-3 text/html 10.1140/epjds/s13688-026-00675-w EPJ Data Science Vol. 15(1) abstract epjdata/2026/01 2026-7-3 EPJ Data Science 82 15 Autoregressive mutual-information networks for detecting and forecasting nonequilibrium regimes in oil–equity markets https://epjds.epj.org/10.1140/epjds/s13688-026-00679-6 Authors: Arash Sioofy Khoojine, Lin Xiao, Hao Chen, Qing Li and Qinyi Zhou. EPJ Data Science Vol. 15 , page 80 Published online: 3/7/2026 Keywords: Mutual information ; Financial networks ; Chaos ; Permutation entropy ; Lyapunov exponent ; Regime shifts ; PMFG ; Network autoregression ; Systemic risk. Autoregressive mutual-information networks for detecting and forecasting nonequilibrium regimes in oil–equity markets Arash Sioofy Khoojine Lin Xiao Hao Chen Qing Li Qinyi Zhou Mutual information Financial networks Chaos Permutation entropy Lyapunov exponent Regime shifts PMFG Network autoregression Systemic risk 2026-7-3 text/html 10.1140/epjds/s13688-026-00679-6 EPJ Data Science Vol. 15(1) abstract epjdata/2026/01 2026-7-3 EPJ Data Science 80 15 Correction: AGECovP: identifying ageism and analyzing COVID-19 discourse on older adults in YouTube https://epjds.epj.org/10.1140/epjds/s13688-026-00643-4 Authors: Amira Ghenai, Keshav Nath and Aarat Satsangi. EPJ Data Science Vol. 15 , page 83 Published online: 24/9/2026 Correction: AGECovP: identifying ageism and analyzing COVID-19 discourse on older adults in YouTube Amira Ghenai Keshav Nath Aarat Satsangi 2026-9-24 text/html 10.1140/epjds/s13688-026-00643-4 EPJ Data Science Vol. 15(1) abstract epjdata/2026/01 2026-9-24 EPJ Data Science 83 15 IGWO-MRC: optimization-guided multimodal fake news detection via residual collaboration https://epjds.epj.org/10.1140/epjds/s13688-026-00681-y Authors: Guangyu Mu, Jiaxiu Dai, Xiuying Ma, Zhihui Liu and Jiaxue Li. EPJ Data Science Vol. 15 , page 84 Published online: 7/7/2026 Keywords: Fake News Detection ; Grey Wolf Optimizer ; Residual Gated Fusion ; Multimodal Residual Collaboration. IGWO-MRC: optimization-guided multimodal fake news detection via residual collaboration Guangyu Mu Jiaxiu Dai Xiuying Ma Zhihui Liu Jiaxue Li Fake News Detection Grey Wolf Optimizer Residual Gated Fusion Multimodal Residual Collaboration 2026-7-7 text/html 10.1140/epjds/s13688-026-00681-y EPJ Data Science Vol. 15(1) abstract epjdata/2026/01 2026-7-7 EPJ Data Science 84 15