publications

2023

Dretzke, Janine; Lorenc, Ava; Adriano, Ada; Herd, Clare; Mehanna, Hisham; Nankivell, Paul; Moore, David J.; Karwath, Andreas; Main, Barry; Firth, Charlotte; Gaunt, Claire; Greaves, Colin; Watson, Eila; Gkoutos, Georgios; Ozakinci, Gozde; Wolstenholme, Jane; Brett, Jo; Duda, Joan; Matheson, Lauren; Cherrill, Louise‐Rae; Calvert, Melanie; Kiely, Philip; Gaunt, Piers; Chernbumroong, Saisakul; Mittal, Saloni; Thomas, Steve; Winter, Stuart; Wong, Wai Lup; Team, PETNECK2 Research

Systematic review of patients’ and healthcare professionals’ views on patient‐initiated follow‐up in treated cancer patients Journal Article

In: Cancer Medicine, 2023, ISSN: 2045-7634.

Abstract | Links | BibTeX | Tags: cancer, health data science, medicine, systematic review

Taib, Bilal Gani; Karwath, Andreas; Wensley, K.; Minku, L.; Gkoutos, G. V.; Moiemen, N.

Artificial intelligence in the management and treatment of burns: A systematic review and meta-analyses Journal Article

In: Journal of Plastic, Reconstructive & Aesthetic Surgery, vol. 77, pp. 133–161, 2023.

Links | BibTeX | Tags: burns, health data science, medicine, systematic review

Slater, Luke T.; Williams, John A.; Schofield, Paul N.; Russell, Sophie; Pendleton, Samantha C.; Karwath, Andreas; Fanning, Hilary; Ball, Simon; Hoehndorf, Robert; Gkoutos, Georgios V.

Klarigi: Characteristic explanations for semantic biomedical data Journal Article

In: Computers in Biology and Medicine, vol. 153, pp. 106425, 2023.

Links | BibTeX | Tags: artificial intelligence, health data science, NLP

Gill, Simrat; Karwath, Andreas; Uh, Hae-Won; Cardoso, Victor Roth; Gu, Zhujie; Barsky, Andrey; Slater, Luke; Acharjee, Animesh; Duan, Jinming; DallÓlio, Lorenzo; el Bouhaddani, Said; Chernbumroong, Saisakul; Stanbury, Mary; Haynes, Sandra; Asselbergs, Folkert W; Grobbee, Diederick; Eijkemans, Marinus; Gkoutos, Georgios; Kotecha, Dipak; group BigData@Heart Consortium,

Artificial intelligence to enhance clinical value across the spectrum of cardiovascular healthcare: artificial intelligence framework Journal Article

In: European Heart Journal, 2023, ISSN: 0195-668X, (textcopyright The Author(s) 2023. Published by Oxford University Press on behalf of the European Society of Cardiology.).

Abstract | Links | BibTeX | Tags: artificial intelligence, cardiology, EHR, health data science

2022

Wu, Honghan; Wang, Minhong; Wu, Jinge; Francis, Farah; Chang, Yun-Hsuan; Shavick, Alex; Dong, Hang; Poon, Michael T. C.; Fitzpatrick, Natalie; Levine, Adam P.; Slater, Luke T.; Handy, Alex; Karwath, Andreas; Gkoutos, Georgios V.; Chelala, Claude; Shah, Anoop Dinesh; Stewart, Robert; Collier, Nigel; Alex, Beatrice; Whiteley, William; Sudlow, Cathie; Roberts, Angus; Dobson, Richard J. B.

A survey on clinical natural language processing in the United Kingdom from 2007 to 2022 Journal Article

In: npj Digital Medicine, vol. 5, no. 1, 2022.

Links | BibTeX | Tags: artificial intelligence, health data science, NLP

Manley, Susan Elisabeth; Karwath, Andreas; Williams, John; Nightingale, Peter; Webber, Jonathan; Raghavan, Rajeev; Barratt, Alison; Webster, Craig; Round, Rachel; Stratton, Irene; Gkoutos, Georgios; Roberts, Graham; Mostafa, Samiul; Ghosh, Sandip

Use of HbA1c for new diagnosis of diabetes in those with hyperglycaemia on admission to or attendance at hospital urgently requires research Journal Article

In: British Journal of Diabetes, vol. 22, no. 2, pp. 95–104, 2022.

Links | BibTeX | Tags: diabetes, EHR, health data science, medicine

Köppel, Marius; Segner, Alexander; Wagener, Martin; Pensel, Lukas; Karwath, Andreas; Schmitt, Christian; Kramer, Stefan

Learning to rank Higgs boson candidates Journal Article

In: Scientific Reports, vol. 12, no. 1, 2022.

Links | BibTeX | Tags: learning to rank

Williams, John A.; Karwath, Andreas; Round, Rachel A.; Stratton, Irene M.; Ghosh, Sandip; Mostafa, Samiul; Roberts, Graham; Webber, Jonathan; Gkoutos, Georgios; Manley, Susan E.

133-LB: Relationship of HbA1c and Glucose by Ethnicity in UK Biobank Journal Article

In: Diabetes, vol. 71, no. Supplement_1, 2022.

Links | BibTeX | Tags: diabetes, EHR, health data science, medicine, UKBiobank

Karwath, Andreas; Williams, John A.; Round, Rachel A.; Stratton, Irene M.; Gkoutos, Georgios; Mostafa, Samiul; Roberts, Graham; Webber, Jonathan; Manley, Susan E.

973-P: By How Much Does Red Blood Cell Status Affect the Accuracy of HbA1c? Journal Article

In: Diabetes, vol. 71, no. Supplement_1, 2022.

Links | BibTeX | Tags: diabetes, EHR, health data science, medicine

Lorenc, A; Wells, M; Fulton-Lieuw, T; Nankivell, P; Mehanna, H; Jepson, M; Karwath, Andreas; Main, B; Firth, C; Gaunt, C; Greaves, C; Moore, D; Watson, E; Gkoutos, G; Ozakinci, G; Wolstenholme, J; Dretzke, J; Brett, J; Duda, J; Matheson, L; Cherrill, L -R; Calvert, M; Kiely, P; Gaunt, P; Chernbumroong, S; Mittal, S.; Thomas, S.; Winter, S.; Wong, W.

Clinicians' Views of Patient-initiated Follow-up in Head and Neck Cancer: a Qualitative Study to Inform the PETNECK2 Trial Journal Article

In: Clinical Oncology, vol. 34, no. 4, pp. 230–240, 2022.

Links | BibTeX | Tags: cancer, medicine

Williams, John; Burgess, Stephen; Suckling, John; Lalousis, Paris Alexandros; Batool, Fatima; Griffiths, Lowri; Palmer, Edward; Karwath, Andreas; Barsky, Andrey; Gkoutos, Georgios; Wood, Stephen; Barnes, Nicholas; David, Anthony S; Donohoe, Gary; Neill, Joanna; Deakin, Bill; Khandaker, Golam; Upthegrove, Rachel; collaboration, PIMS

Inflammation and brain structure in schizophrenia and other neuropsychiatric disorders: A Mendelian randomization study Journal Article

In: JAMA psychiatry, vol. 2022, pp. 1–11, 2022, ISSN: 2168-622X.

Abstract | Links | BibTeX | Tags: artificial intelligence, health data science, medicine

Slater, Luke T; Russell, Sophie; Makepeace, Silver; Carberry, Alexander; Karwath, Andreas; Williams, John A; Fanning, Hilary; Ball, Simon; Hoehndorf, Robert; Gkoutos, Georgios V

Evaluating semantic similarity methods for comparison of text-derived phenotype profiles Journal Article

In: BMC Medical Informatics and Decision Making, vol. 22, no. 1, 2022, ISSN: 1472-6947.

Abstract | Links | BibTeX | Tags: differential diagnosis, health data science, MIMIC-III, ontology, semantic similarity, semantic web

Wehr, Matthias M.; Sarang, Satinder S.; Rooseboom, Martijn; Boogaard, Peter J.; Karwath, Andreas; Escher, Sylvia E.

RespiraTox – Development of a QSAR model to predict human respiratory irritants Journal Article

In: Regulatory Toxicology and Pharmacology, vol. 128, pp. 105089, 2022.

Links | BibTeX | Tags: cheminformatics, machine learning, QSAR

2021

Slater, Luke T.; Williams, John A.; Karwath, Andreas; Fanning, Hilary; Ball, Simon; Schofield, Paul N.; Hoehndorf, Robert; Gkoutos, Georgios V.

Multi-faceted semantic clustering with text-derived phenotypes Journal Article

In: Computers in biology and medicine, 2021, ISSN: 0010-4825.

Abstract | Links | BibTeX | Tags: cluster explanation, clustering, health data science, MIMIC-III, ontology, semantic similarity

Chapman, Martin; Mumtaz, Shahzad; Rasmussen, Luke V; Karwath, Andreas; Gkoutos, Georgios V; Gao, Chuang; Thayer, Dan; Pacheco, Jennifer A; Parkinson, Helen; Richesson, Rachel L; Jefferson, Emily; Denaxas, Spiros; Curcin, Vasa

Desiderata for the development of next-generation electronic health record phenotype libraries Journal Article

In: GigaScience, vol. 10, no. 9, 2021.

Links | BibTeX | Tags: EHR, health data science, phenotypes, validation

Karwath, Andreas; Bunting, Karina V; Gill, Simrat K; Tica, Otilia; Pendleton, Samantha; Aziz, Furqan; Barsky, Andrey D; Chernbumroong, Saisakul; Duan, Jinming; Mobley, Alastair R; Cardoso, Victor Roth; Slater, Luke; Williams, John A; Bruce, Emma-Jane; Wang, Xiaoxia; Flather, Marcus D; Coats, Andrew J S; Gkoutos, Georgios V; Kotecha, Dipak

Redefining beta-blocker response in heart failure patients with sinus rhythm and atrial fibrillation: a machine learning cluster analysis Journal Article

In: The Lancet, 2021.

Abstract | Links | BibTeX | Tags: artificial intelligence, clustering, crossvalidation, deep learning, EHR, health data science, phenotypes, validation

Pendleton, Samantha C.; Slater, Luke T.; Karwath, Andreas; Gilbert, Rose M.; Davis, Nicola; Pesudovs, Konrad; Liu, Xiaoxuan; Denniston, Alastair K.; Gkoutos, Georgios V.; Braithwaite, Tasanee

Development and application of the ocular immune-mediated inflammatory diseases ontology enhanced with synonyms from online patient support forum conversation Journal Article

In: Computers in Biology and Medicine, vol. 135, pp. 104542, 2021.

Links | BibTeX | Tags: health data science, NLP, semantic similarity

Slater, Luke T; Karwath, Andreas; Williams, John A; Russell, Sophie; Makepeace, Silver; Carberry, Alexander; Hoehndorf, Robert; Gkoutos, Georgios V

Towards similarity-based differential diagnostics for common diseases Journal Article

In: Computers in Biology and Medicine, vol. 133, pp. 104360, 2021.

Links | BibTeX | Tags: artificial intelligence, health data science, NLP, semantic similarity

Carr, E; Bendayan, R; Bean, D; Stammers, M; Wang, W; Zhang, H; Searle, T; Kraljevic, Z; Shek, A; Phan, H T T; Muruet, W; Gupta, R K; Shinton, A J; Wyatt, M; Shi, T; Zhang, X; Pickles, A; Stahl, D; Zakeri, R; Noursadeghi, M; O'Gallagher, K; Rogers, M; Folarin, A; Karwath, Andreas; Wickstrøm, K E; Köhn-Luque, A; Slater, L; Cardoso, V R; Bourdeaux, C; Holten, A R; Ball, S; McWilliams, C; Roguski, L; Borca, F; Batchelor, J; Amundsen, E K; Wu, X; Gkoutos, G V; Sun, J; Pinto, A; Guthrie, B; Breen, C; Douiri, A; Wu, H; Curcin, V; Teo, J T; Shah, A M; Dobson, R J B

Evaluation and improvement of the National Early Warning Score (NEWS2) for COVID-19: a multi-hospital study Journal Article

In: BMC Med, vol. 19, no. 1, pp. 23, 2021, ISSN: 1741-7015.

Links | BibTeX | Tags: artificial intelligence, COVID-19, early warning score, health data science, machine learning

KV, Bunting; SK, Gill; A, Sitch; S, Mehta; K, O'Connor; GY, Lip; P, Kirchhof; VY, Strauss; K, Rahimi; AJ, Camm; M, Stanbury; M, Griffith; JN, Townend; GV, Gkoutos; control in permanent trial group, RAte Therapy Evaluation Atrial Fibrillation (RATE-AF)

Improving the diagnosis of heart failure in patients with atrial fibrillation. Journal Article

In: Heart (British Cardiac Society), 2021.

Links | BibTeX | Tags: artificial intelligence, cardiology, health data science

2020

Escher, S E; Mangelsdorf, I; Hoffmann-Doerr, S; Partosch, F; Karwath, Andreas; Schroeder, K; Zapf, A; Batke, M

Time extrapolation in regulatory risk assessment: The impact of study differences on the extrapolation factors Journal Article

In: Regul Toxicol Pharmacol, vol. 112, pp. 104584, 2020, ISSN: 0273-2300.

Links | BibTeX | Tags: cheminformatics, QSAR

Wu, H; Zhang, H; Karwath, Andreas; Ibrahim, Z; Shi, T; Zhang, X; Wang, K; Sun, J; Dhaliwal, K; Bean, D; Cardoso, V R; Li, K; Teo, J T; Banerjee, A; Gao-Smith, F; Whitehouse, T; Veenith, T; Gkoutos, G V; Wu, X; Dobson, R; Guthrie, B

Ensemble learning for poor prognosis predictions: a case study on SARS-CoV2 Journal Article

In: J Am Med Inform Assoc, 2020, ISSN: 1067-5027 (Print) 1067-5027.

Links | BibTeX | Tags: artificial intelligence, COVID-19, health data science, machine learning

2019

Köppel, Marius; Segner, Alexander; Wagener, Martin; Pensel, Lukas; Karwath, Andreas; Kramer, Stefan

Pairwise Learning to Rank by Neural Networks Revisited: Reconstruction, Theoretical Analysis and Practical Performance Journal Article

In: CoRR, 2019.

Links | BibTeX | Tags: artificial intelligence, learning to rank

Althubaiti, Sara; Karwath, Andreas; Dallol, Ashraf; Noor, Adeeb; Alkhayyat, Shadi Salem; Alwassia, Rolina; Mineta, Katsuhiko; Gojobori, Takashi; Beggs, Andrew D; Schofield, Paul N; Gkoutos, Georgios V; Hoehndorf, Robert

Ontology-based prediction of cancer driver genes Journal Article

In: Scientific Reports, vol. 9, no. 1, pp. 17405, 2019, ISSN: 2045-2322.

Links | BibTeX | Tags: bioinformatics, cancer, health data science

2018

Geilke, Michael; Karwath, Andreas; Frank, Eibe; Kramer, Stefan

Online estimation of discrete, continuous, and conditional joint densities using classifier chains Journal Article

In: Data Mining and Knowledge Discovery, vol. 32, no. 3, pp. 561-603, 2018, ISSN: 1384-5810.

Abstract | Links | BibTeX | Tags: artificial intelligence, data mining, density estimation, machine learning, stream mining

2017

Karwath, Andreas; Hubrich, Markus; Kramer, Stefan

Convolutional Neural Networks for the Identification of Regions of Interests in PET Scans: A Study of Representation Learning for Diagnosing Alzheimer's Disease Conference

Artificial Intelligence in Medicine: 16th Conference on Artificial Intelligence in Medicine, AIME 2017, Vienna, Austria, June 21-24, 2017, Proceedings, Springer Springer International Publishing, Cham, 2017, ISBN: 978-3-319-59758-4.

Abstract | Links | BibTeX | Tags: alzheimer, artificial intelligence, deep learning, health data science, machine learning, medicine, visualization

2016

Geilke, Michael; Karwath, Andreas; Kramer, Stefan

Online density estimation of heterogeneous data streams in higher dimensions Conference

Machine learning and knowledge discovery in databases : European Conference, ECML PKDD 2016, Riva del Garda, Italy, September 19-23, 2016 : Proceedings Part 1, 2016.

Abstract | Links | BibTeX | Tags: data mining, density estimation, stream mining

2015

Geilke, Michael; Karwath, Andreas; Kramer, Stefan

Modeling recurrent distributions in streams using possible worlds Conference

2015 IEEE International Conference on Data Science and Advanced Analytics, DSAA 2015, IEEE, 2015, ISBN: 978-1-4673-8272-4.

Abstract | Links | BibTeX | Tags: density estimation, machine learning, possible worlds, stream mining

2014

Geilke, Michael; Karwath, Andreas; Kramer, Stefan

A probabilistic condensed representation of data for stream mining Conference

International Conference on Data Science and Advanced Analytics, DSAA 2014, IEEE, 2014.

Abstract | Links | BibTeX | Tags: density estimation, machine learning, stream mining

Gütlein, Martin; Karwath, Andreas; Kramer, Stefan

CheS-Mapper 2.0 for visual validation of (Q)SAR models Journal Article

In: J. Cheminformatics, vol. 6, no. 1, pp. 41, 2014.

Abstract | Links | BibTeX | Tags: cheminformatics, data mining, graph mining, validation, visualization

Seeland, Madeleine; Karwath, Andreas; Kramer, Stefan

Structural clustering of millions of molecular graphs Conference

Symposium on Applied Computing, SAC 2014, ACM ACM, New York, NY, USA, 2014.

Abstract | Links | BibTeX | Tags: cluster explanation, clustering, graph mining

Seeland, Madeleine; Maunz, Andreas; Karwath, Andreas; Kramer, Stefan

Extracting information from support vector machines for pattern-based classification Conference

Symposium on Applied Computing, SAC 2014, ACM ACM, New York, NY, USA, 2014.

Abstract | Links | BibTeX | Tags: machine learning, suport vector machines

2013

Geilke, Michael; Frank, Eibe; Karwath, Andreas; Kramer, Stefan

Online Estimation of Discrete Densities Conference

IEEE 13th International Conference on Data Mining, ICDM 2013, IEEE, 2013, ISSN: 1550-4786.

Abstract | Links | BibTeX | Tags: density estimation, machine learning, stream mining

Gütlein, Martin; Helma, Christoph; Karwath, Andreas; Kramer, Stefan

A Large-Scale Empirical Evaluation of Cross-Validation and External Test Set Validation in (Q)SAR Journal Article

In: Molecular Informatics, vol. 32, no. 5-6, pp. 516-528, 2013.

Abstract | Links | BibTeX | Tags: cheminformatics, crossvalidation, external validation, QSAR, validation

2012

Seeland, Madeleine; Karwath, Andreas; Kramer, Stefan

A structural cluster kernel for learning on graphs Conference

The 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD 2012, ACM ACM, New York, NY, USA, 2012, ISBN: 978-1-4503-1462-6.

Abstract | Links | BibTeX | Tags: cheminformatics, clustering, data mining, kernels, QSAR, suport vector machines

Gütlein, Martin; Karwath, Andreas; Kramer, Stefan

CheS-Mapper - Chemical Space Mapping and Visualization in 3D Journal Article

In: J. Cheminformatics, vol. 4, pp. 7, 2012.

Abstract | Links | BibTeX | Tags: cheminformatics, clustering, dimensionality reduction, QSAR, visualization

Grzonka, Slawomir; Karwath, Andreas; Dijoux, Frederic; Burgard, Wolfram

Activity-Based Estimation of Human Trajectories Journal Article

In: IEEE Transactions on Robotics, vol. 28, no. 1, pp. 234-245, 2012.

Abstract | Links | BibTeX | Tags: activity recognition, artificial intelligence, machine learning, simultaneous localization and mapping

2010

Hardy, Barry J.; Douglas, Nicki; Helma, Christoph; Rautenberg, Micha; Jeliazkova, Nina; Jeliazkov, Vedrin; Nikolova, Ivelina; Benigni, Romualdo; Tcheremenskaia, Olga; Kramer, Stefan; Girschick, Tobias; Buchwald, Fabian; Wicker, Jörg; Karwath, Andreas; Gütlein, Martin; Maunz, Andreas; Sarimveis, Haralambos; Melagraki, Georgia; Afantitis, Antreas; Sopasakis, Pantelis; Gallagher, David; Poroikov, Vladimir; Filimonov, Dmitry; Zakharov, Alexey V.; Lagunin, Alexey; Gloriozova, Tatyana; Novikov, Sergey; Skvortsova, Natalia; Druzhilovsky, Dmitry; Chawla, Sunil; Ghosh, Indira; Ray, Surajit; Patel, Hitesh; Escher, Sylvia

Collaborative development of predictive toxicology applications Journal Article

In: J. Cheminformatics, vol. 2, pp. 7, 2010.

Abstract | Links | BibTeX | Tags: crossvalidation, data mining, QSAR, scientific knowledge, validation

Grzonka, Slawomir; Dijoux, Frederic; Karwath, Andreas; Burgard, Wolfram

Mapping indoor environments based on human activity Conference

IEEE International Conference on Robotics and Automation, ICRA 2010, IEEE, 2010, ISBN: 978-1-4244-5038-1.

Abstract | Links | BibTeX | Tags: activity recognition, machine learning, simultaneous localization and mapping

Grzonka, Slawomir; Dijoux, Frederic; Karwath, Andreas; Burgard, Wolfram

Learning Maps of Indoor Environments Based on Human Activity Conference

Embedded Reasoning, Papers from the 2010 AAAI Spring Symposium, 2010.

Abstract | Links | BibTeX | Tags: activity recognition, localization, machine learning, mobile systems and mobility, simultaneous localization and mapping, social robotics

2009

Gütlein, Martin; Frank, Eibe; Hall, Mark A.; Karwath, Andreas

Large-scale attribute selection using wrappers Conference

The IEEE Symposium on Computational Intelligence and Data Mining, CIDM 2009, IEEE, 2009, ISBN: 978-1-4244-2765-9.

Abstract | Links | BibTeX | Tags: crossvalidation, machine learning

Schulz, Hannes; Kersting, Kristian; Karwath, Andreas

ILP, the Blind, and the Elephant: Euclidean Embedding of Co-proven Queries Conference

Inductive Logic Programming, 19th International Conference, ILP 2009, Springer-Verlag Berlin Heidelberg Springer Verlag, Berlin Heidelberg, Germany, 2009, ISBN: 978-3-642-13839-3.

Abstract | Links | BibTeX | Tags: cheminformatics, dimensionality reduction, inductive logic programming, relational learning, scientific knowledge, visualization

2008

Karwath, Andreas; Kersting, Kristian; Landwehr, Niels

Boosting Relational Sequence Alignments Conference

The 8th IEEE International Conference on Data Mining, ICDM 2008, IEEE, 2008, ISBN: 978-0-7695-3502-9.

Abstract | Links | BibTeX | Tags: inductive logic programming, machine learning, relational learning, scientific knowledge

Kersting, Kristian; De Raedt, Luc; Gutmann, Bernd; Karwath, Andreas; Landwehr, Niels

Relational Sequence Learning Book Chapter

In: Probabilistic Inductive Logic Programming - Theory and Applications, vol. 4911, pp. 28-55, Springer Verlag, Berlin Heidelberg, Germany, 2008, ISBN: 978-3-540-78651-1.

Abstract | Links | BibTeX | Tags: inductive logic programming, machine learning, relational learning, scientific knowledge

2007

King, Ross D.; Karwath, Andreas; Clare, Amanda; Dehaspe, Luc

Logic and the Automatic Acquisition of Scientific Knowledge: An Application to Functional Genomics Conference

Computational Discovery of Scientific Knowledge, Introduction, Techniques, and Applications in Environmental and Life Sciences, vol. 4660, Lecture Notes in Computer Science Springer-Verlag Berlin Heidelberg Springer Verlag, Berlin Heidelberg, Germany, 2007, ISBN: 978-3-540-73919-7.

Abstract | Links | BibTeX | Tags: bioinformatics, data mining, inductive logic programming, machine learning, relational learning, scientific knowledge

Karwath, Andreas; Kersting, Kristian

Relational Sequence Alignments and Logos Conference

Inductive Logic Programming, 16th International Conference, ILP 2006, vol. 4455, Lecture Notes in Computer Science Springer-Verlag Berlin Heidelberg Springer Verlag, Berlin Heidelberg, Germany, 2007, ISBN: 978-3-540-73846-6.

Abstract | Links | BibTeX | Tags: bioinformatics, inductive logic programming, relational learning, scientific knowledge

2006

Karwath, Andreas; De Raedt, Luc

SMIREP: Predicting Chemical Activity from SMILES Journal Article

In: Journal of Chemical Information and Modeling, vol. 46, no. 6, pp. 2432 - 2444, 2006.

Abstract | Links | BibTeX | Tags: cheminformatics, graph mining, machine learning, QSAR, relational learning, scientific knowledge

Karwath, Andreas; Kersting, Kristian

Relational Sequence Alignments Conference

Proc. The 4th International Workshop on Mining and Learning with Graphs, MLG 2006, % editor = Thomas Gärtner and Gemma C. Garriga and Thorsten Meinl, % month = September, 2006, (workshop).

BibTeX | Tags: bioinformatics, cheminformatics, relational learning, scientific knowledge

Clare, Amanda; Karwath, Andreas; Ougham, Helen; King, Ross D.

Functional bioinformatics for Arabidopsis thaliana Journal Article

In: Bioinformatics, vol. 22, no. 9, pp. 1130-1136, 2006.

Abstract | Links | BibTeX | Tags: bioinformatics, data mining, inductive logic programming, machine learning, relational learning, scientific knowledge

Backofen, Rolf; Borrmann, Hans-Gunther; Deck, Werner; Dedner, Andreas; De Raedt, Luc; Desch, Klaus; Diesmann, Markus; Geier, Martin; Greiner, Andreas; Hess, Wolfgang R.; Honerkamp, Josef; Jankowski, Stefan; Krossing, Ingo; Liehr, Andreas W.; Karwath, Andreas; Klöfkorn, Robert; Pesché, Raphaël; Potjans, Tobias C.; Röttger, Michael C.; Schmidt-Thieme, Lars; Schneider, Gerhard; Voß, Björn; Wiebelt, Bernd; Wienemann, Peter; Winterer, Volker-Henning

A Bottom-up approach to Grid-Computing at a University: the Black-Forest-Grid Initiative Journal Article

In: Praxis der Informationsverarbeitung und Kommunikation, vol. 29, no. 2, pp. 81-87, 2006.

Abstract | Links | BibTeX | Tags: data mining, HPC