Data Science and its Applications

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1. 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.

2. 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.

3. 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.

4. 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.

5. Daniel Reti; Norman Becker; Tillmann Angeli; Anasuya Chattopadhyay; Daniel Schneider; Sebastian Vollmer; Hans Dieter Schotten

   Act as a Honeytoken Generator! An Investigation into Honeytoken Generation with Large Language Models

   In: AACD '24: Proceedings of the 11th ACM Workshop on Adaptive and Autonomous Cyber Defense. ACM Workshop on Adaptive and Autonomous Cyber Defense (AACD-24), located at ACM Conference on Computer and Communications Security (CCS '24), October 14, Salt Lake City, USA, ISBN 979-8-4007-1231-9, Association for Computing Machinery, New York, NY, USA, 12/2024.

6. Gerrit Großmann; Sumantrak Mukherjee; Sebastian Vollmer

   Peculiarities of Counterfactual Point Process Generation

   In: Jianwu Wang; Sahara Ali; Yanan Xin (Hrsg.). 32nd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems. ACM SIGSPATIAL International Workshop on Spatiotemporal Causal Analysis (STCausal-2024), 1st ACM SIGSPATIAL International Workshop on Spatiotemporal Causal Analysis, located at 32nd ACM SIGSPATIAL, October 29 - November 1, Atlanta, GA, USA, ISBN 979-8-4007-1154-1/24/10, Association for Computing Machinery, New York, NY, United States, 11/2024.

7. Naimur Islam

   Survival Prediction with Multi-Omics Data

   Mastersthesis, Rheinland-Pfälzische Technische Universität Kaiserslautern–Landau, 11/2024.

8. Oliver Zielinski; Christiane Plociennik; Sebastian Vollmer

   Mit KI zu mehr Nachhaltigkeit

   In: Nachhaltige Industrie, Vol. 4, Pages 1-7, Springer, Wiesbaden, 4/2022.

9. Oliver Zielinski; Christiane Plociennik; Sebastian Vollmer

   Mit KI an der Stellschraube Nachhaltigkeit drehen

   In: Nachhaltige Industrie, Vol. 3, No. 1, Pages 10-15, Springer Fachmedien Wiesbaden Wiesbaden, 2022.

10. Yang Gao; Jan Peters; Antonios Tsourdos

    Special issue on "Bio-inspired computing for autonomous vehicles" - Guest editorial

    In: International Journal of Intelligent Computing and Cybernetics, Vol. 5, No. 3, Pages 0-10, Emerald Group Publishing Limited, 2012.

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