Andreas Karwath

46 papers A* 5B 8C 1Misc 2Journal 23Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
ASCENDgpt: A Phenotype-Aware Transformer Model for Cardiovascular Risk Prediction from Electronic Health Records.
CoRR
Chris Sainsbury, Andreas Karwath
2025 J jnl
Pairwise learning to rank by neural networks revisited: reconstruction, theoretical analysis and practical performance.
Mach. Learn.
Marius Köppel, Alexander Segner, Martin Wagener, Lukas Pensel, Andreas Karwath, Stefan Kramer
2024 J jnl
Development of Automated Neural Network Prediction for Echocardiographic Left ventricular Ejection Fraction.
CoRR
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
2023 J jnl
Klarigi: Characteristic explanations for semantic biomedical data.
Comput. Biol. Medicine
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
2022 J jnl
A survey on clinical natural language processing in the United Kingdom from 2007 to 2022.
npj Digit. Medicine
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
2022 J jnl
Evaluating semantic similarity methods for comparison of text-derived phenotype profiles.
BMC Medical Informatics Decis. Mak.
Luke T. Slater, Sophie Russell, Silver Makepeace, Alexander Carberry, Andreas Karwath, John A. Williams, Hilary Fanning, Simon Ball, Robert Hoehndorf, Georgios V. Gkoutos
2021 J jnl
Development and application of the ocular immune-mediated inflammatory diseases ontology enhanced with synonyms from online patient support forum conversation.
Comput. Biol. Medicine
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
2021 J jnl
Effects of Negation and Uncertainty Stratification on Text-Derived Patient Profile Similarity.
Frontiers Digit. Health
Luke T. Slater, Andreas Karwath, Robert Hoehndorf, Georgios V. Gkoutos
2021 J jnl
Ensemble learning for poor prognosis predictions: A case study on SARS-CoV-2.
J. Am. Medical Informatics Assoc.
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
2021 J jnl
Multi-faceted semantic clustering with text-derived phenotypes.
Comput. Biol. Medicine
Luke T. Slater, John A. Williams, Andreas Karwath, Hilary Fanning, Simon Ball, Paul N. Schofield, Robert Hoehndorf, Georgios V. Gkoutos
2021 J jnl
Towards similarity-based differential diagnostics for common diseases.
Comput. Biol. Medicine
Luke T. Slater, Andreas Karwath, John A. Williams, Sophie Russell, Silver Makepeace, Alexander Carberry, Robert Hoehndorf, Georgios V. Gkoutos
2019 — conf
Pairwise Learning to Rank by Neural Networks Revisited: Reconstruction, Theoretical Analysis and Practical Performance.
ECML/PKDD (3)
Marius Köppel, Alexander Segner, Martin Wagener, Lukas Pensel, Andreas Karwath, Stefan Kramer
2019 J jnl
Pairwise Learning to Rank by Neural Networks Revisited: Reconstruction, Theoretical Analysis and Practical Performance.
CoRR
Marius Köppel, Alexander Segner, Martin Wagener, Lukas Pensel, Andreas Karwath, Stefan Kramer
2018 J jnl
Online estimation of discrete, continuous, and conditional joint densities using classifier chains.
Data Min. Knowl. Discov.
Michael Geilke, Andreas Karwath, Eibe Frank, Stefan Kramer
2018 — conf
Vec2SPARQL: integrating SPARQL queries and knowledge graph embeddings.
SWAT4LS
Maxat Kulmanov, Senay Kafkas, Andreas Karwath, Alexander Malic, Georgios V. Gkoutos, Michel Dumontier, Robert Hoehndorf
2017 B conf
Convolutional Neural Networks for the Identification of Regions of Interest in PET Scans: A Study of Representation Learning for Diagnosing Alzheimer's Disease.
AIME
Andreas Karwath, Markus Hubrich, Stefan Kramer
2016 — conf
Online Density Estimation of Heterogeneous Data Streams in Higher Dimensions.
ECML/PKDD (1)
Michael Geilke, Andreas Karwath, Stefan Kramer
2015 B conf
Modeling recurrent distributions in streams using possible worlds.
DSAA
Michael Geilke, Andreas Karwath, Stefan Kramer
2014 B conf
A probabilistic condensed representation of data for stream mining.
DSAA
Michael Geilke, Andreas Karwath, Stefan Kramer
2014 J jnl
CheS-Mapper 2.0 for visual validation of (Q)SAR models.
J. Cheminformatics
Martin Gütlein, Andreas Karwath, Stefan Kramer
2014 Misc conf
Extracting information from support vector machines for pattern-based classification.
SAC
Madeleine Seeland, Andreas Maunz, Andreas Karwath, Stefan Kramer
2014 Misc conf
Structural clustering of millions of molecular graphs.
SAC
Madeleine Seeland, Andreas Karwath, Stefan Kramer
2013 A* conf
Online Estimation of Discrete Densities.
ICDM
Michael Geilke, Eibe Frank, Andreas Karwath, Stefan Kramer
2012 A* conf
A structural cluster kernel for learning on graphs.
KDD
Madeleine Seeland, Andreas Karwath, Stefan Kramer
2012 J jnl
Activity-Based Estimation of Human Trajectories.
IEEE Trans. Robotics
Slawomir Grzonka, Andreas Karwath, Frederic Dijoux, Wolfram Burgard
2012 J jnl
CheS-Mapper - Chemical Space Mapping and Visualization in 3D.
J. Cheminformatics
Martin Gütlein, Andreas Karwath, Stefan Kramer
2010 J jnl
Collaborative development of predictive toxicology applications.
J. Cheminformatics
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
2010 — conf
Learning Maps of Indoor Environments Based on Human Activity.
AAAI Spring Symposium: Embedded Reasoning
Slawomir Grzonka, Frederic Dijoux, Andreas Karwath, Wolfram Burgard
2010 A* conf
Mapping indoor environments based on human activity.
ICRA
Slawomir Grzonka, Frederic Dijoux, Andreas Karwath, Wolfram Burgard
2009 B conf
ILP, the Blind, and the Elephant: Euclidean Embedding of Co-proven Queries.
ILP
Hannes Schulz, Kristian Kersting, Andreas Karwath
2009 C conf
Large-scale attribute selection using wrappers.
CIDM
Martin Gütlein, Eibe Frank, Mark Hall, Andreas Karwath
2008 A* conf
Boosting Relational Sequence Alignments.
ICDM
Andreas Karwath, Kristian Kersting, Niels Landwehr
2008 — ch.
Relational Sequence Learning.
Probabilistic Inductive Logic Programming
Kristian Kersting, Luc De Raedt, Bernd Gutmann, Andreas Karwath, Niels Landwehr
2007 — ch.
Logic and the Automatic Acquisition of Scientific Knowledge: An Application to Functional Genomics.
Computational Discovery of Scientific Knowledge
Ross D. King, Andreas Karwath, Amanda Clare, Luc Dehaspe
2006 J jnl
A Bottom-up approach to Grid-Computing at a University: the Black-Forest-Grid Initiative.
Prax. Inf.verarb. Kommun.
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
2006 J jnl
Functional bioinformatics for
Bioinform.
Amanda Clare, Andreas Karwath, Helen Ougham, Ross D. King
2006 J jnl
Functional bioinformatics for
Bioinform.
Amanda Clare, Andreas Karwath, Helen Ougham, Ross D. King
2006 B conf
Relational Sequence Alignments and Logos.
ILP
Andreas Karwath, Kristian Kersting
2006 J jnl
SMIREP: Predicting Chemical Activity from SMILES.
J. Chem. Inf. Model.
Andreas Karwath, Luc De Raedt
2005 B conf
CLASSIC'CL: An Integrated ILP System.
Discovery Science
Christian Stolle, Andreas Karwath, Luc De Raedt
2004 — conf
Frequent SMILES.
LWA
Björn Bringmann, Andreas Karwath
2004 B conf
Predictive Graph Mining.
Discovery Science
Andreas Karwath, Luc De Raedt
2002 J jnl
Homology Induction: the use of machine learning to improve sequence similarity searches.
BMC Bioinform.
Andreas Karwath, Ross D. King
2001 B conf
An Automated ILP Server in the Field of Bioinformatics.
ILP
Andreas Karwath, Ross D. King
2001 J jnl
The utility of different representations of protein sequence for predicting functional class.
Bioinform.
Ross D. King, Andreas Karwath, Amanda Clare, Luc Dehaspe
2000 A* conf
Genome scale prediction of protein functional class from sequence using data mining.
KDD
Ross D. King, Andreas Karwath, Amanda Clare, Luc Dehaspe