Data Science und Ihre Anwendungen

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1. Sumantrak Mukherjee; Mouad Elhamdi; George Mohler; David Antony Selby; Yao Xie; Sebastian Vollmer; Gerrit Großmann

   Neural Spatiotemporal Point Processes: Trends and Challenges

   In: Transactions on Machine Learning Research (TMLR), Vol. NA, Pages 1-27, JMLR, 11/2025.

2. Gerrit Großmann; Larisa Ivanova; Sai Leela Poduru; Mohaddeseh Tabrizian; Islam Mesabah; David Antony Selby; Sebastian Vollmer

   The Power of Stories: Narrative Priming in Multi-Agent Networked Public Goods Games

   In: Proceedings of the 12th INternational Conference of Networks, Games, Control and Optimization. International Conference of Networks, Games, Control and Optimization (NETGCOOP-2025), October 8-10, Bilbao, Spain, Lecture Notes in Computer Science (LNCS), Springer, 10/2025.

3. Mark Lunt; David Antony Selby; William Dixon

   Describing variability of intensively collected longitudinal ordinal data with latent spline models

   In: Scientific Reports (Sci Rep), Vol. 15, Pages 34151-34151, Springer Nature, 10/2025.

4. Peter Neigel; David Antony Selby; Shota Arai; Benjamin Tag; Niels van Berkel; Sebastian Vollmer; Andrew Vargo; Koichi Kise

   Exploring the Alignment of Perceived and Measured Sleep Quality with Working Memory Using Consumer Wearables

   In: Proceedings of the Augmented Humans International Conference 2025. Augmented Humans International Conference (AHs-2025), March 16-20, Abu Dhabi, United Arab Emirates, Pages 381-398, AHs '25, ISBN 9798400715662, Association for Computing Machinery, New York, USA, 10/2025.

5. David Antony Selby; Maximilian Sprang; Jan Ewald; Sebastian Vollmer

   Beyond the black box with biologically informed neural networks

   In: Linda Koch (Hrsg.). Nature Reviews Genetics (Nat Rev Genet), Vol. NA, Pages NA-NA, Springer Nature, 3/2025.

6. David Antony Selby; Yuichiro Iwashita; Kai Spriestersbach; Mohammad Saad; Dennis Bappert; Archana Warrier; Sumantrak Mukherjee; Koichi Kise; Sebastian Vollmer

   Had enough of experts? Quantitative knowledge retrieval from large language models

   In: Weijie Su; Linjun Zhang; David Banks (Hrsg.). The ISI's Journal for the Rapid Dissemination of Statistics Research (Stat), Vol. 14, Pages e70054-n.n. Wiley, 3/2025.

7. Harrison Wilde; Christopher Tomlinson; Bilal A Mateen; David Antony Selby; Hari Krishnan Kanthimathinathan; Spiros Denaxas; Seth Flaxman; Sebastian Vollmer; Christina Pagel; Katherine Brown; CVD-COVID-UK/COVID-IMPACT Consortium

   Trends in pediatric hospital admissions caused or contributed by SARS-CoV-2 infection in England

   In: The Journal of Pediatrics, Vol. 276, No. 114370, Pages 1-1, Elsevier BV, 1/2025.

8. Rahul Sharma; Sumantrak Mukherjee; Andrea Sipka; Eyke Hüllermeier; Sebastian Vollmer; Sergey Redyuk; David Antony Selby

   X-Hacking: The Threat of Misguided AutoML

   In: 42nd International Conference on Machine Learning (ICML) 2025. International Conference on Machine Learning (ICML-2025), July 13-19, Vancouver, BC, Canada, ICML, 2025.

9. Rupert Richard Alexander Bourne; Maria Vittoria Cicinelli; David Antony Selby; Tabassom Sedighi; Ian H Tapply; Ian McCormick; Jost B Jonas; Mohammad H Abdianwall; Mukharram M Bikbov; Tasanee Braithwaite; Matthew J Burton; Vera Carneiro; Robert J Casson; Ching-Yu Cheng; Nathan G Congdon; Catherine Creuzot-Garcher; Leon B Ellwein; Mohammad Hassan Emamian; Akbar Fotouhi; Timothy R Fricke; David S Friedman; João M Furtado; Ronnie George; Noopur Gupta; Xiaotong Han; Hassan Hashemi; Mingguang He; Abba Hydara; Aiko Iwase; Gyulli Kazakbaeva; Rajiv B Khandekar; Rohit C Khanna; Fatima Kyari; Luisa C Luque; Srinivas Marmamula; Andreas Müller; Vinay Nangia; Kovin S Naidoo; Jacqueline Ramke; Paisan Ruamviboonsuk; Solange R Salomão; Hugh R Taylor; Yih C Tham; Fotis Topouzis; Rohit Varma; Lingam Vijaya; Ningli Wang; Ya Xing Wang; Tien Y Wong; Hua Yan; Seth R Flaxman; Stuart Keel; Serge Resnikoff; Wondu Alemayehu; Aries Arditi; Alessandro Arrigo; Mukharram M Bikbov; Rupert R A Bourne; Tasanee Braithwaite; Alain M Bron; Matthew Burton; Robert J Casson; Ching-Yu Cheng; Maria Vittoria Cicinelli; Nathan G Congdon; Reza Dana; Monte A Del Monte; jenny P deva; Mo Dirani; Laura Dreer; Joshua R Ehrlich; Leon B Ellwein; Arthur G Fernandes; Seth Flaxman; Tim R Fricke; David S Friedman; João M Furtado; Gus Gazzard; Ronnie George; Billy R Hammond; Mary Elizabeth Hartnett; April D Ingram; Jost B Jonas; Songhomitra Panda-Jonas; Rim Kahloun; John H Kempen; Moncef Khairallah; Rohit C Khanna; Judy E Kim; Van C Lansingh; Janet L Leasher; Nicolas Leveziel; Jennifer Lim; Hans LIMBURG; Julie-Anne Little; Ian McCormick; Alan R Morse; David C Musch; Kovin S Naidoo; Vinay Nangia; Michal Nowak; Maurizio Battaglia Parodi; Konrad Pesudovs; Tunde Peto; Jacqueline Ramke; Pradeep Y Ramulu; Serge Resnikoff; Alan L Robin; Luca Rossetti; Tabassom Sedighi; Janet B Serle; Tueng T Shen; Rita S. Sitorus; Dwight Stambolian; Nina Tahhan; Ian Tapply; Hugh R Taylor; Yih Chung Tham; Fotis Topouzis; Miltiadis K Tsilimbaris; Rohit Varma; Gianni Virgili; Ya Xing Wang; Ningli Wang; Sheila K West; Tien Y Wong; Roger Acevedo-Castellón; Heba AlSawahli; Hery Harimanitra Andriamanjato; Ahmad Ashraf Amalius; Rosario Barrenechea; Fernando Barria von Bisschoffshausen; Ileana Brea; Anthea M Burnett; Seiha Do; Joseph Enyegue oye; Robert P Finger; Marcelo Gallarreta; Aida Giloyan; Olivia OG Gomez; Pedro A Gomez-Bastar; Reeta Gurung; Esmael Habtamu; Levi Kandeke; Jefitha Karimurio; Moses K Kasadhakawo; Joseph L Kerkula; Susan SA Kikira; Sucheta Kulkarni; Van C Lansingh; Nor T Lepcha; Wanjiku C Mathenge; Jean-Aimé Mfungwa Kibala; Nahed Mikki; Sailesh Kumar Mishra; Furahini G Mndeme; Seyed Farzad Mohammadi; Manfred Mörchen; Nasiru Muhammad; János Németh; Joshua FA Owoeye; Yawo S Prempe; Muhammad Mansur Rabiu; Alice V Ramyil; Lutfah Rif'ati; Shalinder Sabherwal; Yuddha D Sapkota; Nicholas J Sargent; Tony O Ukety; Davaatseren Uranchimeg; Anselmo Jacinto Vilanculos; Joseph W Wachira; Min Wu; Biaxiang Xiao; Mariano Yee Melgar; Xiu Juan Zhang

   Effective refractive error coverage in adults: a systematic review and meta-analysis of updated estimates from population-based surveys in 76 countries modelling the path towards the 2030 global target

   In: The Lancet Global Health, Vol. 1, Pages 1-10, Elsevier Ltd, 2025.

10. Yilong Zang; Lingfei Ren; Yue Li; Zhikang Wang; David Antony Selby; Zheng Wang; Sebastian Vollmer; Hongzhi Yin; Jiangning Song; Junhang Wu

    Rethinking Cancer Gene Identification through Graph Anomaly Analysis

    In: The 39th Annual AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial Intelligence (AAAI-2025), 39th, February 25 - March 4, Philadelphia, PA, USA, Association for the Advancement of Artificial Intelligence, 2025.

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