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1Mapping indicator species of segetal flora for result-based payments in arable land using UAV imagery and deep learning
C. Barrasso, R. Krüger, A. Eltner, and {. Cord. Ecological indicators, (December 2024)Publisher Copyright: © 2024 The Author(s).
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1A platform-agnostic deep reinforcement learning framework for effective Sim2Real transfer towards autonomous driving
D. Li, and O. Okhrin. (December 2024)Publisher Copyright: © The Author(s) 2024..
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1Teaching Innovation Workshop: Skill Transformation in AI-Enhanced Education
S. Hummel, and M. Donner. (Nov 12, 2024)Teaching Innovation Workshop: Skill Transformation in AI-Enhanced Education ; Conference date: 12-11-2024 Through 12-11-2024.
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1SuperWater: Predicting Water Molecule Positions on Protein Structures by Generative AI
X. Kuang, z. su, Y. Liu, X. Lin, J. Smith, T. Derr, Y. Wu, and J. Meiler. (November 2024)
11 days ago by @scadsfct
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1Machine learning application to predict binding affinity between peptide containing non-canonical amino acids and HLA0201
S. Jiang, Z. Su, N. Bloodworth, Y. Liu, C. Martina, D. Harrison, and J. Meiler. (November 2024)
11 days ago by @scadsfct
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1Modelling Non-Stationarity in Asymptotically Independent Extremes
C. Murphy-Barltrop, and J. Wadsworth. Computational Statistics and Data Analysis, (November 2024)
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1Challenges and applications in generative AI for clinical tabular data in physiology
C. Umesh, M. Mahendra, S. Bej, O. Wolkenhauer, and M. Wolfien. Pflügers Archiv : European journal of physiology, (Oct 17, 2024)© 2024. The Author(s)..
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1From Guesswork to Game Plan: Exploring Problem-Solving-Strategies in a Machine Learning Game
C. Witt, T. Leonhardt, E. Marx, and N. Bergner. Informatics in Schools. Innovative Approaches to Computer Science Teaching and Learning, page 73--84. Springer, Berlin u. a., (Oct 13, 2024)Publisher Copyright: © The Author(s), under exclusive license to Springer Nature Switzerland AG 2025..
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1AI-Based-Personalized Learning in Higher Education: From Tracing Learning Processes to Providing Tailored Educational Support
S. Hummel, G. Wadhwa, {. Abbas, and M. Donner. (Sep 27, 2024)27th annual conference of Communities in New Media 2024 : Trust in the crisis: communication models in digital communities, GeNeMe 2024 ; Conference date: 25-09-2024 Through 27-09-2024.
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1Trustworthy AI-Mentors: Combining Large Language Models and Core NLP Techniques for Secure Learning Support
S. Hummel, {. Abbas, G. Wadhwa, and M. Donner. (Sep 27, 2024)27th annual conference of Communities in New Media 2024 : Trust in the crisis: communication models in digital communities, GeNeMe 2024 ; Conference date: 25-09-2024 Through 27-09-2024.
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1Secure and Effective AI-based Learning Systems: Integrating Federated Learning and Large Language Models for Privacy-Preservation in Education
S. Hummel, G. Wadhwa, {. Abbas, and M. Donner. (Sep 26, 2024)27th annual conference of Communities in New Media 2024 : Trust in the crisis: communication models in digital communities, GeNeMe 2024 ; Conference date: 25-09-2024 Through 27-09-2024.
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1Gestaltungsmerkmale KI-basierter Avatare zur Förderung selbstregulierten Lernens: Eine empirische Analyse
S. Hummel, M. Donner, {. Abbas, and G. Wadhwa. (Sep 26, 2024)27. Jahreskonferenz der Gemeinschaften in Neuen Medien 2024 : Vertrauen in der Krise: Kommunikationsmodelle in digitalen Gemeinschaften, GeNeMe 2024 ; Conference date: 25-09-2024 Through 27-09-2024.
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1Improving estimation for asymptotically independent bivariate extremes via global estimators for the angular dependence function
{. Murphy-Barltrop, {. Wadsworth, and {. Eastoe. Extremes : statistical theory and applications in science, engineering and economics, (Aug 13, 2024)Publisher Copyright: © The Author(s) 2024..
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1Impact of Training Instance Selection on Automated Algorithm Selection Models for Numerical Black-box Optimization
K. Dietrich, D. Vermetten, C. Doerr, and P. Kerschke. Proceedings of the Genetic and Evolutionary Computation Conference, page 1007 -- 1016. United States of America, Association for Computing Machinery (ACM), (Jul 14, 2024)Publisher Copyright: © 2024 Copyright is held by the owner/author(s). Publication rights licensed to ACM..
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1Motivational Dynamics in AI-Enhanced Education: Unveiling Student Perspectives
S. Hummel, and M. Donner. (Jul 12, 2024)12th European Conference on Education ; Conference date: 11-07-2024 Through 15-07-2024.
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1Logics with Concrete Domains: First-Order Properties, Abstract Expressive Power, and (Un)Decidability
F. Baader, and F. De Bortoli. SIGAPP Appl. Comput. Rev., 24 (3): 5–17 (Oct 8, 2024)
2 months ago by @scadsfct
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1Inference for bivariate extremes via a semi-parametric angular-radial model
{. Murphy-Barltrop, E. Mackay, and P. Jonathan. Extremes : statistical theory and applications in science, engineering and economics, (Oct 3, 2024)Publisher Copyright: © The Author(s) 2024..
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1The Information Retrieval Experiment Platform (Extended Abstract)
M. Fröbe, J. Reimer, S. MacAvaney, N. Deckers, S. Reich, J. Bevendorff, B. Stein, M. Hagen, and M. Potthast. Proceedings of the Thirty-ThirdInternational Joint Conference on Artificial Intelligence, page 8405–8410. International Joint Conferences on Artificial Intelligence Organization, (August 2024)
14 days ago by @scadsfct
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1VUStruct: a compute pipeline for high throughput and personalized structural biology
C. Moth, J. Sheehan, A. Mamun, R. Sivley, A. Gulsevin, D. Rinker, J. Capra, and J. Meiler. (August 2024)
11 days ago by @scadsfct
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1Student Needs and the Role of AI Mentors in Higher Education
S. Hummel, and M. Donner. (Jul 11, 2024)12th European Conference on Education ; Conference date: 11-07-2024 Through 15-07-2024.
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1Adding Circumscription to Decidable Fragments of First-Order Logic: A Complexity Rollercoaster
C. Lutz, and Q. Manière. (July 2024)
19 days ago by @scadsfct
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1The SPAR Model: A New Paradigm for Multivariate Extremes: Application to Joint Distributions of Metocean Variables
E. Mackay, C. Murphy-Barltrop, and P. Jonathan. Journal of Offshore Mechanics and Arctic Engineering, (July 2024)
2 months ago by @scadsfct
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1Including glutamine in a resource allocation model of energy metabolism in cancer and yeast cells
J. Ewald, Z. He, W. Dimitriew, and S. Schuster. npj Systems Biology and Applications, (July 2024)
2 months ago by @scadsfct
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1Evaluating Generative Ad Hoc Information Retrieval
L. Gienapp, H. Scells, N. Deckers, J. Bevendorff, S. Wang, J. Kiesel, S. Syed, M. Fröbe, G. Zuccon, B. Stein and 2 other author(s). Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, page 1916–1929. ACM, (July 2024)
14 days ago by @scadsfct
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1Systematic Evaluation of Neural Retrieval Models on the Touché 2020 Argument Retrieval Subset of BEIR
N. Thakur, L. Bonifacio, M. Fröbe, A. Bondarenko, E. Kamalloo, M. Potthast, M. Hagen, and J. Lin. Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, page 1420–1430. ACM, (July 2024)
14 days ago by @scadsfct
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1Resources for Combining Teaching and Research in Information Retrieval Coursework
M. Fröbe, H. Scells, T. Elstner, C. Akiki, L. Gienapp, J. Reimer, S. MacAvaney, B. Stein, M. Hagen, and M. Potthast. Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, page 1115–1125. ACM, (July 2024)
14 days ago by @scadsfct
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1The Dual Impact of AI in Academia: From Deskilling Risks to Upskilling Opportunities
S. Hummel, and M. Donner. (Jun 25, 2024)The Dual Impact of AI in Academia: From Deskilling Risks to Upskilling Opportunities ; Conference date: 25-06-2024 Through 25-06-2024.
5 days ago by @scadsfct
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1Efficient Axiomatization of OWL 2 EL Ontologies from Data by means of Formal Concept Analysis (Extended Abstract)
F. Kriegel. Proceedings of the 37th International Workshop on Description Logics (DL 2024), June 18--21, 2024, Bergen, Norway, RTWH Aachen, (Jun 18, 2024)DBLP License: DBLP's bibliographic metadata records provided through http://dblp.org/ are distributed under a Creative Commons CC0 1.0 Universal Public Domain Dedication. Although the bibliographic metadata records are provided consistent with CC0 1.0 Dedication, the content described by the metadata records is not. Content may be subject to copyright, rights of privacy, rights of publicity and other restrictions..
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1Motivational Impacts of AI on Student Learning
S. Hummel, and M. Donner. (Jun 16, 2024)The Paris Conference on Education 2024 ; Conference date: 13-06-2024 Through 17-06-2024.
5 days ago by @scadsfct
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1Digital Companions for Learners: Design Principles for AI Assistants in Education
S. Hummel, and M. Donner. (Jun 15, 2024)The Paris Conference on Education 2024 ; Conference date: 13-06-2024 Through 17-06-2024.
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1Interpretable deep-learning pKa prediction for small molecule drugs via atomic sensitivity analysis
J. DeCorte, B. Brown, and J. Meiler. (June 2024)
11 days ago by @scadsfct
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1Self-supervised machine learning methods for protein design improve sampling, but not the identification of high-fitness variants
M. Ertelt, R. Moretti, J. Meiler, and C. Schoeder. (June 2024)
11 days ago by @scadsfct
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1Computer-Aided Design and Biological Evaluation of Diazaspirocyclic D4R Antagonists
C. Jones, B. Brown, D. Schultz, J. Engers, V. Kramlinger, J. Meiler, and C. Lindsley. ACS Chemical Neuroscience, 15 (12): 2396â2407 (June 2024)
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1The Precise Complexity of Reasoning in ALC with ω-Admissible Concrete Domains
F. De Bortoli, S. Borgwardt, and P. Koopmann. Proceedings of the 37th International Workshop on Description Logics (DL 2024), 3739, CEUR-WS.org, (June 2024)
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1Automated quantification of photoreceptor outer segments in developing and degenerating retinas on microscopy images across scales
S. Seidemann, F. Salomon, {. Hoffmann, T. Kurth, {. Sbalzarini, R. Haase, and M. Ader. FRONTIERS IN MOLECULAR NEUROSCIENCE, (May 24, 2024)Copyright © 2024 Seidemann, Salomon, Hoffmann, Kurth, Sbalzarini, Haase and Ader..
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1Preface to the Special Issue “Copula modeling from Abe Sklar to the present day”
C. Genest, O. Okhrin, and T. Bodnar. Journal of Multivariate Analysis, (May 2024)
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1A Sheaf-Theoretic Construction of Shape Space
S. Arya, J. Curry, and S. Mukherjee. Foundations of Computational Mathematics, (May 2024)
2 months ago by @scadsfct
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1Structural Studies on the Binding Mode of Bisphenols to PPARγ
A. Useini, I. Schwerin, G. Künze, and N. Sträter. Biomolecules, 14 (6): 640 (May 2024)
14 days ago by @scadsfct
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1NC-Library: Expanding SystemC Capabilities for Nested reConfigurable Hardware Modelling
J. Haase, N. Charaf, A. Groß, and D. Göhringer. ACM Transactions on Reconfigurable Technology and Systems, 17 (3): 1--29 (Apr 27, 2024)Publisher Copyright: © 2024 Copyright held by the owner/author(s)..
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2Benchmarking Large Language Models for Bio-Image Analysis Code Generation
R. Haase, C. Tischer, J. Heriche, and N. Scherf. (April 2024)
2 months ago by @scadsfct
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1Similar Binding Modes of cGMP Analogues Limit Selectivity in Modulating Retinal CNG Channels via the Cyclic Nucleotide-Binding Domain
P. Pliushcheuskaya, S. Kesh, E. Kaufmann, S. Wucherpfennig, F. Schwede, G. Künze, and V. Nache. ACS Chemical Neuroscience, 15 (8): 1652–1668 (April 2024)
14 days ago by @scadsfct
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1Mimicking clinical trials with synthetic acute myeloid leukemia patients using generative artificial intelligence
J. Eckardt, W. Hahn, C. Röllig, S. Stasik, U. Platzbecker, C. Müller-Tidow, H. Serve, {. Baldus, C. Schliemann, K. Schäfer-Eckart and 9 other author(s). npj digital medicine, (Mar 20, 2024)Publisher Copyright: © The Author(s) 2024..
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1New regulatory thinking is needed for AI-based personalised drug and cell therapies in precision oncology
G. Breda, B. Derraz, C. Kaempf, F. Baenke, F. Cotte, K. Reiche, U. Köhl, {. Kather, D. Eskenazy, and {. Gilbert. npj Precision Oncology, (Jan 30, 2024)Publisher Copyright: © 2024, The Author(s)..
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1Artificial Intelligence Reporting Guidelines' Adherence in Nephrology for Improved Research and Clinical Outcomes
{. Salybekov, M. Wolfien, W. Hahn, S. Hidaka, and S. Kobayashi. Biomedicines, (Mar 7, 2024)Publisher Copyright: © 2024 by the authors..
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1Compounding effects in flood drivers challenge estimates of extreme river floods
S. Jian, L. Tarasova, G. Yu, and J. Zscheischler. Science advances, (March 2024)Publisher Copyright: © 2024 American Association for the Advancement of Science. All rights reserved..
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1TL;DR Progress: Multi-faceted Literature Exploration in Text Summarization
S. Syed, K. Al Khatib, and M. Potthast. Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations, page 195--206. St. Julians, Malta, Association for Computational Linguistics, (March 2024)
14 days ago by @scadsfct
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1Combining machine learning with structure-based protein design to predict and engineer post-translational modifications of proteins
M. Ertelt, V. Mulligan, J. Maguire, S. Lyskov, R. Moretti, T. Schiffner, J. Meiler, and C. Schoeder. PLOS Computational Biology, 20 (3): e1011939 (March 2024)
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1Cavity approach for the approximation of spectral density of graphs with heterogeneous structures
G. Guzman, P. Stadler, and A. Fujita. Phys. Rev. E, 109 (3): 034303 (March 2024)
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1Correlation Clustering of Organoid Images.
J. Presberger, R. Keshara, D. Stein, {. Kim, A. Grapin-Botton, and B. Andres. WorkingPaper, (March 2024)
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1Approximating Projections of Conformational Boltzmann Distributions with AlphaFold2 Predictions: Opportunities and Limitations
B. Brown, R. Stein, J. Meiler, and H. Mchaourab. Journal of Chemical Theory and Computation, 20 (3): 1434â1447 (January 2024)
11 days ago by @scadsfct
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