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1ALAS: Active Learning for Autoconversion Rates Prediction from Satellite Data
M. Novitasari, J. Quaas, and M. Rodrigues. NeurIPS 2023 AI for Science Workshop, (2023)
2 months ago by @scadsfct
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1Arctic Climate Response to European Radiative Forcing: A Deep Learning Approach
S. Mehrdad, D. Handorf, I. Höschel, K. Karami, J. Quaas, S. Dipu, and C. Jacobi. EGUsphere, (2024)
2 months ago by @scadsfct
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1Marine cloud base height retrieval from MODIS cloud properties using machine learning
J. Lenhardt, J. Quaas, and D. Sejdinovic. Atmospheric Measurement Techniques, (2024)
2 months ago by @scadsfct
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1Unleashing the Autoconversion Rates Forecasting: Evidential Regression from Satellite Data
M. Novitasari, J. Quaas, and M. Rodrigues. NeurIPS 2023 Workshop on Tackling Climate Change with Machine Learning, (2023)
2 months ago by @scadsfct
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1Gibbs posterior convergence and the thermodynamic formalism
K. McGoff, S. Mukherjee, and A. Nobel. (2019)
2 months ago by @scadsfct
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1A Comparative Analysis of Community Detection Algorithms on Artificial Networks
Z. Yang, R. Algesheimer, and C. Tessone. Scientific Reports, (August 2016)
2 months ago by @scadsfct
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1Bayesian Non-Parametric Factor Analysis for Longitudinal Spatial Surfaces
S. Berchuck, M. Janko, F. Medeiros, W. Pan, and S. Mukherjee. (2019)
2 months ago by @scadsfct
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1Leveraging Machine Learning to Predict the Autoconversion Rates from Satellite Data
M. Novitasari, J. Quaas, and M. Rodrigues. NeurIPS 2021 Workshop on Tackling Climate Change with Machine Learning, (2021)
2 months ago by @scadsfct
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1Orientation of Fitch Graphs and Detection of Horizontal Gene Transfer in Gene Trees
D. Schaller, M. Hellmuth, and P. Stadler. (2021)
2 months ago by @scadsfct
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1How Many Directions Determine a Shape and other Sufficiency Results for Two Topological Transforms
J. Curry, S. Mukherjee, and K. Turner. (2021)
2 months ago by @scadsfct
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1On Over-Squashing in Message Passing Neural Networks: The Impact of Width, Depth, and Topology
F. Giovanni, L. Giusti, F. Barbero, G. Luise, P. Lio', and M. Bronstein. (2023)
2 months ago by @scadsfct
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1A Bayesian hierarchical model to estimate DNA methylation conservation in colorectal tumors
K. Murgas, Y. Ma, L. Shahidi, S. Mukherjee, A. Allen, D. Shibata, and M. Ryser. Bioinformatics, 38 (1): 22--29 (September 2021)
2 months ago by @scadsfct
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1Community Detection on Networks with Ricci Flow
C. Ni, Y. Lin, F. Luo, and J. Gao. (2019)
2 months ago by @scadsfct
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1Integrated AlphaFold2 and DEER investigation of the conformational dynamics of a pH-dependent APC antiporter
D. del Alamo, L. DeSousa, R. Nair, S. Rahman, J. Meiler, and H. Mchaourab. Proceedings of the National Academy of Sciences, (August 2022)
2 months ago by @scadsfct
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1Flow field prediction on large variable sized 2D point clouds with graph convolution
S. Strönisch, M. Meyer, and C. Lehmann. page 1--10. (June 2022)
2 months ago by @scadsfct
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1Enhancing Fairness of Visual Attribute Predictors
T. Hänel, N. Kumar, D. Schlesinger, M. Li, E. Ünal, A. Eslami, and S. Gumhold. (2022)
2 months ago by @scadsfct
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1DECISION: Distributing OpenVX Applications on CPUs, GPUs and FPGAs using OpenCL
L. Kalms, T. Häring, and D. Goehringer. page 84--91. (May 2022)
2 months ago by @scadsfct
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1E-prop on SpiNNaker 2: Exploring online learning in spiking RNNs on neuromorphic hardware
A. Rostami, B. Vogginger, Y. Yan, and C. Mayr. Frontiers in Neuroscience, (2022)
2 months ago by @scadsfct
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1Automatic Lung Segmentation and Quantification of Aeration in Computed Tomography of the Chest Using 3D Transfer Learning
L. Maiello, L. Ball, M. Micali, F. Iannuzzi, N. Scherf, R. Hoffmann, M. Gama de Abreu, P. Pelosi, and R. Huhle. Frontiers in Physiology, (February 2022)
2 months ago by @scadsfct
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1Evaluating different k-space undersampling schemes with iterative and deep learning image reconstruction for fast multi-parameter mapping
K. Podranski, K. Pine, T. Colnaghi, A. Marek, P. Scheibe, N. Scherf, and N. Weiskopf. (2022)
2 months ago by @scadsfct
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1Small integral membrane protein 10 like 1 enhances differentiation of adipose progenitor cells
M. Nebe, S. Kehr, S. Schmitz, J. Breitfeld, J. Lorenz, D. Le Duc, P. Stadler, J. Meiler, W. Kiess, A. Garten and 1 other author(s). Biochemical and Biophysical Research Communications, (March 2022)
2 months ago by @scadsfct
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1Evolution of DNA Methylation Across Ecdysozoa
J. Engelhardt, O. Scheer, P. Stadler, and S. Prohaska. Journal of Molecular Evolution, (January 2022)
2 months ago by @scadsfct
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1Limits of experimental evidence in RNA secondary structure prediction
S. von Löhneysen, M. Mörl, and P. Stadler. Frontiers in Bioinformatics, (2024)
2 months ago by @scadsfct
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1What makes a reaction network "chemical"?
S. Müller, C. Flamm, and P. Stadler. (2022)
2 months ago by @scadsfct
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1PredicTF: prediction of bacterial transcription factors in complex microbial communities using deep learning
L. Monteiro, J. Saraiva, R. Toscan, P. Stadler, R. Silva-Rocha, and U. Nunes da Rocha. Environmental Microbiome, (December 2022)
2 months ago by @scadsfct
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1Transit Functions and Clustering Systems
M. Changat, A. Shanavas, and P. Stadler. (2024)
2 months ago by @scadsfct
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1The Leipzig Health Atlas - An open platform to present, archive and share bio-medical data, analyses and models online
T. Kirsten, F. Meineke, H. Löffler-Wirth, A. Uciteli, C. Beger, S. Stäubert, M. Löbe, R. Hänsel, F. Rauscher, J. Schuster and 9 other author(s). Methods of Information in Medicine, (August 2022)
2 months ago by @scadsfct
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1Extended probabilities and their application to statistical inference
M. Caprio, and S. Mukherjee. (2023)
2 months ago by @scadsfct
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1Facts and Hopes on the Use of Artificial Intelligence for Predictive Immunotherapy Biomarkers in Cancer
N. Laleh, M. Ligero, R. Perez-Lopez, and J. Kather. Clinical Cancer Research, (September 2022)
2 months ago by @scadsfct
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1Towards generalizable predictions for G protein-coupled receptor variant expression
C. Kuntz, H. Woods, A. McKee, N. Zelt, J. Mendenhall, J. Meiler, and J. Schlebach. Biophysical Journal, 121 (14): 2712--2720 (2022)
2 months ago by @scadsfct
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2An active learning framework improves tumor variant interpretation
A. Blee, B. Li, T. Pecen, J. Meiler, Z. Nagel, J. Capra, and W. Chazin. Cancer Res., 82 (15): 2704--2715 (August 2022)
2 months ago by @scadsfct
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2Computational epitope mapping of class I fusion proteins using low complexity supervised learning methods
M. Fischer, J. Crowe, and J. Meiler. PLOS Computational Biology, (December 2022)
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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1Webis at TREC 2022: Deep Learning and Health Misinformation
A. Bondarenko, M. FrÃ¶be, L. Gienapp, A. Pugachev, J. Reimer, F. Schlatt, E. Artemova, M. Potthast, B. Stein, P. Braslavski and 1 other author(s). (2022)
2 months ago by @scadsfct
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1The Power of Anchor Text in the Neural Retrieval Era
M. Fröbe, S. Günther, M. Probst, M. Potthast, and M. Hagen. page 567--583. (April 2022)
2 months ago by @scadsfct
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1Overview of PAN 2024: Multi-author Writing Style Analysis, Multilingual Text Detoxification, Oppositional Thinking Analysis, and Generative AI Authorship Verification: Extended Abstract
J. Bevendorff, X. Casals, B. Chulvi, D. Dementieva, A. Elnagar, D. Freitag, M. Fröbe, D. Korenčić, M. Mayerl, A. Mukherjee and 11 other author(s). page 3–10. Springer Nature Switzerland, (2024)
2 months ago by @scadsfct
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1Trigger warning assignment as a multi-label document classification problem
M. Wiegmann, M. Wolska, C. Schröder, O. Borchardt, B. Stein, and M. Potthast. Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), page 12113--12134. (2023)
2 months ago by @scadsfct
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1Report on the 13th Conference and Labs of the Evaluation Forum (CLEF 2022): Experimental IR Meets Multilinguality, Multimodality, and Interaction
A. Barrón-Cedeño, G. Martino, M. Esposti, G. Faggioli, N. Ferro, A. Hanbury, C. Macdonald, G. Pasi, M. Potthast, and F. Sebastiani. ACM SIGIR Forum, (January 2023)
2 months ago by @scadsfct
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1Overview of PAN 2022: Authorship Verification, Profiling Irony and Stereotype Spreaders, and Style Change Detection
J. Bevendorff, B. Chulvi, E. Fersini, A. Heini, M. Kestemont, K. Kredens, M. Mayerl, R. Bueno, P. Pezik, M. Potthast and 7 other author(s). page 382--394. (August 2022)
2 months ago by @scadsfct
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1Overview of the Authorship Verification Task at PAN 2022
E. Stamatatos, M. Kestemont, K. Kredens, P. Pezik, A. Heini, J. Bevendorff, B. Stein, and M. Potthast. (2022)
2 months ago by @scadsfct
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1Overview of the Style Change Detection Task at PAN 2022
E. Zangerle, M. Mayerl, M. Potthast, and B. Stein. (2022)
2 months ago by @scadsfct
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1Towards Operationalizing Frames through Axiomatization
L. Allein, P. Cimiano, I. Habernal, M. Potthast, A. Simons, and B. Stein. (2022)
2 months ago by @scadsfct
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1The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual Dataset
H. Laurençon, L. Saulnier, T. Wang, C. Akiki, A. del Moral, T. Scao, L. Werra, C. Mou, E. Ponferrada, H. Nguyen and 44 other author(s). (2023)
2 months ago by @scadsfct
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1Towards Extending the Description Logic FL0 with Threshold Concepts Using Weighted Tree Automatas.
O. Gil, and P. Marantidis. Description Logics, (2023)
2 months ago by @scadsfct
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1Fitting Algorithms for Conjunctive Queries
B. ten Cate, M. Funk, J. Jung, and C. Lutz. SIGMOD Rec., 52 (4): 6--18 (2023)
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1Extremal Fitting Problems for Conjunctive Queries
B. ten Cate, V. Dalmau, M. Funk, and C. Lutz. Proceedings of the 42nd ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems, PODS 2023, Seattle, WA, USA, June 18-23, 2023, page 89--98. ACM, (2023)
2 months ago by @scadsfct
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1SAT-Based PAC Learning of Description Logic Concepts
B. ten Cate, M. Funk, J. Jung, and C. Lutz. Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, IJCAI 2023, 19th-25th August 2023, Macao, SAR, China, page 3347--3355. ijcai.org, (2023)
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1Rational Defeasible Subsumption in DLs with Nested Quantifiers: the Case of ELIâŠ¥
I. De Camargo e Souza CÃ¢mara, and A. Turhan. (2022)
2 months ago by @scadsfct
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1User-aware Explications of Ontology Consequences: Levelling Technicality
R. PeÃ±aloza, and A. Turhan. (2022)
2 months ago by @scadsfct
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1A New Dimension to Generalization: Computing Temporal EL Concepts from Positive Examples (Extended Abstract)
S. Tirtarasa, and A. Turhan. Description Logics, (2022)
2 months ago by @scadsfct
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