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ORCIDAndreas Karwath
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- affiliation: University of Mainz, Germany
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2020 – today
- 2024
[i2]Yuting Zhang, Boyang Liu, Karina V. Bunting, David Brind, Alexander Thorley, Andreas Karwath, Wenqi Lu, Diwei Zhou, Xiaoxia Wang, Alastair R. Mobley, Otilia Tica, Georgios V. Gkoutos, Dipak Kotecha, Jinming Duan:
Development of Automated Neural Network Prediction for Echocardiographic Left ventricular Ejection Fraction. CoRR abs/2403.12152 (2024)- 2023
- [j19]Luke T. Slater
, John A. Williams, Paul N. Schofield, Sophie Russell, Samantha C. Pendleton, Andreas Karwath, Hilary Fanning, Simon Ball, Robert Hoehndorf, Georgios V. Gkoutos:
Klarigi: Characteristic explanations for semantic biomedical data. Comput. Biol. Medicine 153: 106425 (2023) - 2022
- [j18]Luke T. Slater, Sophie Russell, Silver Makepeace, Alexander Carberry, Andreas Karwath, John A. Williams, Hilary Fanning, Simon Ball, Robert Hoehndorf, Georgios V. Gkoutos:
Evaluating semantic similarity methods for comparison of text-derived phenotype profiles. BMC Medical Informatics Decis. Mak. 22(1): 33 (2022) - [j17]Honghan Wu, Minhong Wang, Jinge Wu, Farah Francis, Yun-Hsuan Chang, Alex Shavick, Hang Dong, Michael Tin Chung Poon, Natalie K. Fitzpatrick, Adam P. Levine, Luke T. Slater, Alex Handy, Andreas Karwath, Georgios V. Gkoutos, Claude Chelala, Anoop D. Shah, Robert Stewart, Nigel Collier, Beatrice Alex, William Whiteley, Cathie Sudlow, Angus Roberts, Richard J. B. Dobson:
A survey on clinical natural language processing in the United Kingdom from 2007 to 2022. npj Digit. Medicine 5 (2022) - 2021
- [j16]Luke T. Slater, Andreas Karwath, John A. Williams, Sophie Russell, Silver Makepeace, Alexander Carberry, Robert Hoehndorf, Georgios V. Gkoutos:
Towards similarity-based differential diagnostics for common diseases. Comput. Biol. Medicine 133: 104360 (2021) - [j15]Samantha C. Pendleton, Luke T. Slater, Andreas Karwath, Rose M. Gilbert, Nicola Davis, Konrad Pesudovs, Xiaoxuan Liu, Alastair K. Denniston, Georgios V. Gkoutos, Tasanee Braithwaite:
Development and application of the ocular immune-mediated inflammatory diseases ontology enhanced with synonyms from online patient support forum conversation. Comput. Biol. Medicine 135: 104542 (2021) - [j14]Luke T. Slater, John A. Williams, Andreas Karwath, Hilary Fanning, Simon Ball, Paul N. Schofield, Robert Hoehndorf, Georgios V. Gkoutos:
Multi-faceted semantic clustering with text-derived phenotypes. Comput. Biol. Medicine 138: 104904 (2021) - [j13]Luke T. Slater, Andreas Karwath, Robert Hoehndorf, Georgios V. Gkoutos:
Effects of Negation and Uncertainty Stratification on Text-Derived Patient Profile Similarity. Frontiers Digit. Health 3: 781227 (2021) - [j12]Honghan Wu, Huayu Zhang, Andreas Karwath, Zina M. Ibrahim, Ting Shi, Xin Zhang, Kun Wang, Jiaxing Sun, Kevin Dhaliwal, Daniel Bean, Victor Roth Cardoso, Kezhi Li, James T. Teo, Amitava Banerjee, Fang Gao-Smith, Tony Whitehouse, Tonny Veenith, Georgios V. Gkoutos, Xiaodong Wu, Richard J. B. Dobson, Bruce Guthrie:
Ensemble learning for poor prognosis predictions: A case study on SARS-CoV-2. J. Am. Medical Informatics Assoc. 28(4): 791-800 (2021)
2010 – 2019
- 2019
- [c21]Marius Köppel, Alexander Segner, Martin Wagener, Lukas Pensel, Andreas Karwath, Stefan Kramer:
Pairwise Learning to Rank by Neural Networks Revisited: Reconstruction, Theoretical Analysis and Practical Performance. ECML/PKDD (3) 2019: 237-252 - [i1]Marius Köppel, Alexander Segner, Martin Wagener, Lukas Pensel, Andreas Karwath, Stefan Kramer:
Pairwise Learning to Rank by Neural Networks Revisited: Reconstruction, Theoretical Analysis and Practical Performance. CoRR abs/1909.02768 (2019) - 2018
- [j11]Michael Geilke, Andreas Karwath, Eibe Frank, Stefan Kramer:
Online estimation of discrete, continuous, and conditional joint densities using classifier chains. Data Min. Knowl. Discov. 32(3): 561-603 (2018) - [c20]Maxat Kulmanov, Senay Kafkas, Andreas Karwath, Alexander Malic, Georgios V. Gkoutos, Michel Dumontier, Robert Hoehndorf:
Vec2SPARQL: integrating SPARQL queries and knowledge graph embeddings. SWAT4LS 2018 - 2017
- [c19]Andreas Karwath, Markus Hubrich, Stefan Kramer:
Convolutional Neural Networks for the Identification of Regions of Interest in PET Scans: A Study of Representation Learning for Diagnosing Alzheimer's Disease. AIME 2017: 316-321 - 2016
- [c18]Michael Geilke, Andreas Karwath, Stefan Kramer:
Online Density Estimation of Heterogeneous Data Streams in Higher Dimensions. ECML/PKDD (1) 2016: 65-80 - 2015
- [c17]Michael Geilke, Andreas Karwath, Stefan Kramer:
Modeling recurrent distributions in streams using possible worlds. DSAA 2015: 1-9 - 2014
- [j10]Martin Gütlein, Andreas Karwath, Stefan Kramer:
CheS-Mapper 2.0 for visual validation of (Q)SAR models. J. Cheminformatics 6(1): 41 (2014) - [c16]Michael Geilke, Andreas Karwath, Stefan Kramer:
A probabilistic condensed representation of data for stream mining. DSAA 2014: 297-303 - [c15]Madeleine Seeland, Andreas Karwath, Stefan Kramer:
Structural clustering of millions of molecular graphs. SAC 2014: 121-128 - [c14]Madeleine Seeland, Andreas Maunz, Andreas Karwath, Stefan Kramer:
Extracting information from support vector machines for pattern-based classification. SAC 2014: 129-136 - 2013
- [c13]Michael Geilke, Eibe Frank, Andreas Karwath, Stefan Kramer:
Online Estimation of Discrete Densities. ICDM 2013: 191-200 - 2012
- [j9]Martin Gütlein, Andreas Karwath, Stefan Kramer:
CheS-Mapper - Chemical Space Mapping and Visualization in 3D. J. Cheminformatics 4: 7 (2012) - [j8]Slawomir Grzonka, Andreas Karwath, Frederic Dijoux, Wolfram Burgard:
Activity-Based Estimation of Human Trajectories. IEEE Trans. Robotics 28(1): 234-245 (2012) - [c12]Madeleine Seeland, Andreas Karwath, Stefan Kramer:
A structural cluster kernel for learning on graphs. KDD 2012: 516-524 - 2010
- [j7]Barry J. Hardy, Nicki Douglas, Christoph Helma, Micha Rautenberg, Nina Jeliazkova, Vedrin Jeliazkov, Ivelina Nikolova, Romualdo Benigni, Olga Tcheremenskaia, Stefan Kramer, Tobias Girschick, Fabian Buchwald, Jörg Wicker, Andreas Karwath, Martin Gütlein, Andreas Maunz, Haralambos Sarimveis, Georgia Melagraki, Antreas Afantitis, Pantelis Sopasakis, David Gallagher, Vladimir Poroikov, Dmitry Filimonov, Alexey V. Zakharov, Alexey Lagunin, Tatyana Gloriozova, Sergey Novikov, Natalia Skvortsova, Dmitry S. Druzhilovskiy, Sunil Chawla, Indira Ghosh, Surajit Ray, Hitesh Patel, Sylvia Escher:
Collaborative development of predictive toxicology applications. J. Cheminformatics 2: 7 (2010) - [c11]Slawomir Grzonka, Frederic Dijoux, Andreas Karwath, Wolfram Burgard:
Learning Maps of Indoor Environments Based on Human Activity. AAAI Spring Symposium: Embedded Reasoning 2010 - [c10]Slawomir Grzonka, Frederic Dijoux, Andreas Karwath, Wolfram Burgard:
Mapping indoor environments based on human activity. ICRA 2010: 476-481
2000 – 2009
- 2009
- [c9]Martin Gütlein, Eibe Frank, Mark A. Hall, Andreas Karwath:
Large-scale attribute selection using wrappers. CIDM 2009: 332-339 - [c8]Hannes Schulz, Kristian Kersting, Andreas Karwath:
ILP, the Blind, and the Elephant: Euclidean Embedding of Co-proven Queries. ILP 2009: 209-216 - 2008
- [c7]Andreas Karwath, Kristian Kersting, Niels Landwehr:
Boosting Relational Sequence Alignments. ICDM 2008: 857-862 - [p2]Kristian Kersting, Luc De Raedt, Bernd Gutmann, Andreas Karwath, Niels Landwehr:
Relational Sequence Learning. Probabilistic Inductive Logic Programming 2008: 28-55 - 2007
- [p1]Ross D. King, Andreas Karwath, Amanda Clare, Luc Dehaspe:
Logic and the Automatic Acquisition of Scientific Knowledge: An Application to Functional Genomics. Computational Discovery of Scientific Knowledge 2007: 273-289 - 2006
- [j6]Amanda Clare, Andreas Karwath, Helen Ougham, Ross D. King:
Functional bioinformatics for Arabidopsis thaliana. Bioinform. 22(9): 1130-1136 (2006) - [j5]Amanda Clare, Andreas Karwath, Helen Ougham, Ross D. King:
Functional bioinformatics for Arabidopsis thaliana. Bioinform. 22(13): 1674 (2006) - [j4]Andreas Karwath, Luc De Raedt:
SMIREP: Predicting Chemical Activity from SMILES. J. Chem. Inf. Model. 46(6): 2432-2444 (2006) - [j3]Rolf Backofen, Hans-Gunther Borrmann, Werner Deck, Andreas Dedner, Luc De Raedt, Klaus Desch, Markus Diesmann, Martin Geier, Andreas Greiner, Wolfgang R. Hess, Josef Honerkamp, Stefan Jankowski, Ingo Krossing, Andreas W. Liehr, Andreas Karwath, Robert Klöfkorn, Raphaël Pesché, Tobias C. Potjans, Michael C. Röttger, Lars Schmidt-Thieme, Gerhard Schneider, Björn Voß, Bernd Wiebelt, Peter Wienemann, Volker-Henning Winterer:
A Bottom-up approach to Grid-Computing at a University: the Black-Forest-Grid Initiative. Prax. Inf.verarb. Kommun. 29(2): 81-87 (2006) - [c6]Andreas Karwath, Kristian Kersting:
Relational Sequence Alignments and Logos. ILP 2006: 290-304 - 2005
- [c5]Christian Stolle, Andreas Karwath, Luc De Raedt:
CLASSIC'CL: An Integrated ILP System. Discovery Science 2005: 354-362 - 2004
- [c4]Andreas Karwath, Luc De Raedt:
Predictive Graph Mining. Discovery Science 2004: 1-15 - [c3]Björn Bringmann, Andreas Karwath:
Frequent SMILES. LWA 2004: 132-137 - 2002
- [j2]Andreas Karwath, Ross D. King:
Homology Induction: the use of machine learning to improve sequence similarity searches. BMC Bioinform. 3: 11 (2002) - 2001
- [j1]Ross D. King, Andreas Karwath, Amanda Clare, Luc Dehaspe:
The utility of different representations of protein sequence for predicting functional class. Bioinform. 17(5): 445-454 (2001) - [c2]Andreas Karwath, Ross D. King:
An Automated ILP Server in the Field of Bioinformatics. ILP 2001: 91-103 - 2000
- [c1]Ross D. King, Andreas Karwath, Amanda Clare, Luc Dehaspe:
Genome scale prediction of protein functional class from sequence using data mining. KDD 2000: 384-389
Coauthor Index
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last updated on 2024-10-07 21:20 CEST by the dblp team
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