Jörg Hakenberg, Dmitry Voronov, Vo Ha Nguyen, Shanshan Liang, Saadat Anwar, Robert Leaman, Luis N Tari, and Chitta Baral: A SNPshot of PubMed to find associations between genetic variants, drugs, and diseases. J Biomed Info, 2012, in press.
[PMID: 22564364] - [10.1016/j.jbi.2012.04.006]
Jörg Hakenberg, Goran Nenadíc, Dietrich Rebholz-Schuhmann, Jin-Dong Kim (eds.): Literature mining solutions for life science research.
Special issue of Advances in Bioinformatics. To appear 2012.
Jörg Hakenberg (field ed.) Text Mining, section in: Werner Dubitzky, Olaf Wolkenhauer, Kwang-Hyun Cho, Hiroki Yokota (eds.) Encyclopedia of Systems Biology, Springer, 2012, in print.
[Springer Reference Works]
2011
Jörg Hakenberg, Martin Gerner, Maximilian Haeussler, Illés Solt, Conrad Plake, Michael Schroeder, Graciela Gonzalez, Goran Nenadic, Casey Bergman: The GNAT library for local and remote gene mention normalization. Bioinformatics 27(19):2769-2771, 2011.
[Full paper] - [PubMed: 21813477] - [10.1093/bioinformatics/btr455] - [SourceForge]
Vo Ha Nguyen, Jörg Hakenberg, Luis Tari, Chitta Baral, Illés Solt, Domonkos Tikk, Quang Long Nguyen, Ulf Leser: Molecular event extraction from Link Grammar parse trees in the BioNLP'09 Shared Task. Computational Intelligence (COIN), 27(4):665-680, November 2011.
[Abstract] - [ToC]
2010
Domonkos Tikk, Philippe Thomas, Peter Palaga, Jörg Hakenberg, and Ulf Leser: A comprehensive benchmark of kernel methods to extract protein-protein interactions from literature. PLoS Computational Biology, 6(7):e1000837, 2010.
[Open access] - [PubMed: 20617200]
Philippe Thomas, Johannes Starlinger, Christoph Jacob, Illés Solt, Jörg Hakenberg, and Ulf Leser: GeneView — Gene-Centric Ranking of Biomedical Text.
In: Proc BioCreative III, Bethesda, USA, 2010. pp 137-142.
Luis Tari, Tu Phan Huy, Jörg Hakenberg, Yi Chen, Tran Can Son, Graciela Gonzalez, and Chitta Baral: Incremental Information Extraction Using Relational Databases. IEEE Transactions on Knowledge and Data Engineering (TKDE), vol. 22, issue 99, Oct 28 2010.
[10.1109/TKDE.2010.214]
Jörg Hakenberg, Robert Leaman, Nguyen Ha Vo, Siddhartha Jonnalagadda, Ryan Sullivan, Christopher Miller, Luis Tari, Chitta Baral, Graciela Gonzalez: Efficient extraction of protein-protein interactions from full-text articles. IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB), 7(3):481-494, May 20, 2010.
Selected as Spotlight Paper for the July-September issue of TCBB.
[PubMed: 20498514]
Syed Toufeeq Ali-Ahmed, Radhika Nair, Chintan Patel, Sheela P. Kanwar, Jörg Hakenberg, and Hasan Davulcu: Semantic Classification and Dependency Parsing enabled Automated Bio-Molecular Event Extraction from Text.
Short paper at ACM Int Conf Bioinf and Comp Bio (ACM-BCB), Niagara Falls/NY, August 2-4, 2010.
Luis Tari, Phan Huy Tu, Jörg Hakenberg, Yi Chen, Tran Cao Son, Graciela Gonzalez, Chitta Baral: GenerIE: Information Extraction Using Database Queries.
Demo at ICDE 2010, Los Angeles, USA, March 2010.
Jörg Hakenberg, Conrad Plake, Ulf Leser: Ali Baba: A Text Mining Tool for Complex Biological Systems.
In: Huma Lodhi and Stephen Muggleton (eds.), Elements of Computational Systems Biology, John Wiley & Sons, Inc. (2010). ISBN: 0470180935.
Jörg Hakenberg, Dmitry Voronov, Vo Ha Nguyen, Shanshan Liang, Barry Lumpkin, Saadat Anwar, Robert Leaman, Luis Ng Tari, Chitta Baral: Taking a SNPshot of PubMed - a repository of genetic variants and their drug response phenotypes.
In: Proc GPD-Rxn Workshop: Genotype-Phenotype-Drug Relationship Extraction from Text at Pac Symp Biocomput (PSB), Big Island of Hawaii, USA, January 4-8, 2010.
Luis Tari, Saadat Anwar, Shanshan Liang, Jörg Hakenberg, Chitta Baral: Synthesis of Pharmacokinetic Pathways through Knowledge Acquisition and Automated Reasoning.
In: Proc Pac Symp Biocomput, Big Island of Hawaii, USA, January 4-8 2010.
[PubMed: 19908398]
2009
Jörg Hakenberg, Robert J. Leaman, Nguyen Ha Vo, Siddhartha Jonnalagadda, Ryan Sullivan, Christopher Miller, Luis Tari, Chitta Baral, Graciela Gonzalez: Online protein interaction extraction and normalization at Arizona State University.
In Proc. BioCreative II.5 Workshop, Madrid, Spain, October 7-9 2009.
Conrad Plake, Loic Royer, Rainer Winnenburg, Jörg Hakenberg, Michael Schroeder: GoGene: gene annotation on the fast lane. Nucl. Acids Res., Web Server Issue, 37(Suppl.2):W300-304, 2009.
[PubMed: 19465383]
Jörg Hakenberg, Illés Solt, Domonkos Tikk, Nguyen Quang Long, Astrid Rheinländer, Luis Tari, Graciela Gonzalez, Ulf Leser: Molecular event extraction from Link Grammar parse trees.
In Proc. Natural Language Processing in Biomedicine (BioNLP), NAACL 2009 Workshop, June 4-5, 2009, Boulder, CO, USA.
Dimitra Alexopoulou, Bill Andreopoulos, Heiko Dietze, Andreas Doms, Fabien Gandon, Jörg Hakenberg, Khaled Khelif, Michael Schroeder, Thomas Wächter: Biomedical word sense disambiguation with ontologies and metadata: automation meets accuracy. BMC Bioinformatics, 10:28, 2009.
[PubMed: 19159460]
Siddhartha Jonnalagadda, Luis Tari, Jörg Hakenberg, Chitta Baral, Graciela Gonzalez: Towards Effective Sentence Simplification for Automatic Processing of Biomedical Text.
In: Proc. NAACL-HLT (short paper), Boulder, Colorado/USA, May 31-June 5, 2009.
Peter Palaga, Long Nguyen, Ulf Leser, Jörg Hakenberg: High-Performance Information Extraction with AliBaba.
(Demo). In: Proc EDBT 2009, St. Petersburg, March 23-26, 2009.
Luis Tari, Jörg Hakenberg, Graciela Gonzalez, Chitta Baral: Querying a parse tree database of Medline text to synthesize user-specific biomolecular networks.
In: Proc Pac Symp Biocomput (PSB), January 5-9, 2009.
[PubMed: 19209697]
Torsten Schiemann, Ulf Leser, Jörg Hakenberg: Word Sense Disambiguation in Biomedical Applications: A Machine Learning Approach.
In: Violaine Prince and Mathieu Roche (eds.), Information Retrieval in Biomedicine: Natural Language Processing for Knowledge Integration, IGI Global, Hershey PA/USA (March 2009). ISBN: 1605662749.
[Suppl. information]
2008
Jörg Hakenberg, Conrad Plake, Robert Leaman, Michael Schroeder, Graciela Gonzalez: Inter-species normalization of gene mentions with GNAT. Bioinformatics, 24(16):i126-132, 2008.
Presentation at European Conference on Computational Biology (ECCB), September 22-26, 2008.
[PubMed: 18689813]
Jörg Hakenberg, Conrad Plake, Loic Royer, Hendrik Strobelt, Ulf Leser, Michael Schroeder: Gene mention normalization and interaction extraction with context models and sentence motifs. Genome Biology, 9(S2):S14, 2008.
[PubMed: 18834492]
Alexander A. Morgan, Zhiyong Lu, Xinglong Wang, Aaron A. Cohen, Juliane Fluck, Patrick Ruch, Anna Divoli, Katrin Fundel, Robert Leaman, Jörg Hakenberg, Chenjie Sun, Heng-Hui Liu, Rafael Torres, Michael Krauthammer, William W. Lau, Hongfang Liu, Chun-Nan Hsu, Martijn Schuemie, K. Bretonnel Cohen, Lynette Hirschman: Overview of BioCreative II Gene Normalization. Genome Biology, 9(S2):S3, 2008.
[PubMed: 18834494]
Florian Leitner, Martin Krallinger, Carlos Rodriguez-Penagos, Jörg Hakenberg, Conrad Plake, et al.: Introducing Meta-Services for Biomedical Information Extraction. Genome Biology, 9(S2):S6, 2008.
[PubMed: 18834497]
Jörg Hakenberg: Services for annotation of biomedical text.
In: M. Ashburner, U. Leser, D. Rebholz-Schuhmann (eds.), Proc Dagstuhl Seminar 08131, Ontologies and Text Mining for Life Sciences: Current Status and Future Perspectives, March 24-28, 2008.
Heiko Dietze, Dimitra Alexopoulou, Michael R. Alvers, Bill Barrio-Alvers, Andreas Doms, Jörg Hakenberg, Jan Mönnich, Conrad Plake, Andreas Reischuk, Loic Royer, Thomas Wächter, Matthias Zschunke, Michael Schroeder: GoPubMed: Exploring Pubmed with Ontological Background Knowledge.
In: M. Ashburner, U. Leser, D. Rebholz-Schuhmann (eds.), Proc Dagstuhl Seminar 08131, Ontologies and Text Mining for Life Sciences: Current Status and Future Perspectives, March 24-28, 2008.
Heiko Dietze, Dimitra Alexopoulou, Michael R. Alvers, Liliana Barrio-Alvers, Bill Andreopoulos, Andreas Doms, Jörg Hakenberg, Jan Mönnich, Conrad Plake, Andreas Reischuck, Loic Royer, Thomas Wächter, Matthias Zschunke, Michael Schroeder: GoPubMed: Exploring PubMed with Ontological Background Knowledge.
In: Stephen A. Krawetz (ed.), Bioinformatics for Systems Biology, Humana Press (2008).
2007
Jörg Hakenberg: What's in a gene name? Automated refinement of gene name dictionaries.
In: Proc BioNLP 2007 Workshop at ACL 2007, 153-160, June 29 2007, Prague.
Thomas Wächter, Dimitra Alexopoulou, Heiko Dietze, Jörg Hakenberg, Michael Schroeder: Searching Biomedical Literature with Anatomy Ontologies.
In: Albert Burger, Richard A. Baldock, and Duncan R. Davidson (editors), Anatomy Ontologies for Bioinformatics, Springer Computational Biology Vol. 6, 2007.
Jörg Hakenberg, Michael Schroeder, Ulf Leser: Consensus pattern alignment to find protein-protein interactions in text.
In Proc. 2nd BioCreative Challenge Evaluation Workshop, April 23-25 2007, Madrid, Spain, ISBN 84-933255-6-2.
Jörg Hakenberg, Loic Royer, Conrad Plake, Hendrik Strobelt, Michael Schroeder: Me and my friends: gene mention normalization with background knowledge.
In Proc. 2nd BioCreative Challenge Evaluation Workshop, April 23-25 2007, Madrid, Spain, ISBN 84-933255-6-2.
2006
Eric G. Bremer, Jörg Hakenberg, Eui-Hong Han, Daniel Berrar, and Werner Dubitzky (editors): Knowledge Discovery in Life Science Literature - Proceedings of the International Workshop KDLL 2006 in conjunction with PAKDD 2006, Singapore, April 2006.
Springer LNCS Series: Lecture Notes in Bioinformatics, Vol. 3886, 2006. ISBN: 3-540-32809-2
Conrad Plake, Torsten Schiemann, Marcus Pankalla, Jörg Hakenberg, Ulf Leser: AliBaba: PubMed as a graph. Bioinformatics, 22(19):2444-2445 (2006).
[PubMed: 16870931]
Jörg Hakenberg, Conrad Plake, Torsten Schiemann, Ulf Leser: AliBaba: Accessing PubMed using graphs. German Conference on Bioinformatics (GCB), Tübingen, Germany, September 20-22 2006.
Jörg Hakenberg, Ulf Leser, Harald Kirsch, Dietrich Rebholz-Schuhmann: Collecting a large corpus from all of Medline.
In Proc. Second International Symposium on Semantic Mining in Biomedicine (SMBM), Jena, Germany, April 2006.
2005
Ulf Leser and Jörg Hakenberg: What Makes a Gene Name? Named Entity Recognition in the Biomedical Literature. Briefings in Bioinformatics, 6(4):357-369, December 2005.
[PubMed: 16420734]
Ulf Leser and Jörg Hakenberg: Text Mining: Automatische Analyse biomedizinischer Texte. GenomXPress, 4.05:20-22, December 2005.
Jörg Hakenberg, Juliane Rutsch, Ulf Leser: Tuning Text Classification for Hereditary Diseases with Section Weighting.
In Proc. Int Symp Semantic Mining in Biomedicine (SMBM), pp.34-39. Hinxton, UK, April 2005.
Conrad Plake, Jörg Hakenberg, Ulf Leser: Optimizing Syntax Patterns for Discovering Protein-Protein Interactions.
In Proc. ACM Symposium on Applied Computing, Bioinformatics track, 1:195-201. Santa Fe, USA, March 2005.
Jörg Hakenberg, Conrad Plake, Ulf Leser, Harald Kirsch, Dietrich Rebholz-Schuhmann: LLL'05 Challenge: Genic Interaction Extraction with Alignments and Finite State Automata.
In Proc. Learning Language in Logic Workshop (LLL'05) at ICML 2005, pp. 38-45. Bonn, Germany, 2005.
Conrad Plake, Jörg Hakenberg, Ulf Leser: Learning Patterns for Information Extraction from Free Text. Workshop Arbeitskreis Knowledge Discovery, Karlsruhe, Germany, March 1st, 2005.
Sebastian Schmeier, Jörg Hakenberg, Axel Kowald, Edda Klipp, Ulf Leser: Textmining zur Unterstützung von Datenbankkuratoren. Workshop Datenbanken im NGFN, March 9, 2005, Cologne, Germany.
2004
Jörg Hakenberg, Sebastian Schmeier, Axel Kowald, Edda Klipp, Ulf Leser: Finding Kinetic Parameters Using Text Mining. OMICS: A Journal of Integrative Biology, 8(2):131-152. Special issue on Data Mining meets Integrative Biology - a Symbiosis in the Making, 2004.
[PubMed: 15268772]
Steffen Bickel, Ulf Brefeld, Lukas Faulstich, Jörg Hakenberg, Ulf Leser, Conrad Plake, Tobias Scheffer: A Support Vector Machine Classifier for Gene Name Recognition.
In Proc. EMBO Workshop: A critical assessment of text mining methods in molecular biology. Granada, Spain, March 2004
2003
Jörg Hakenberg, Alexander Nussbaum, Hansjörg Schild, Hans-Georg Rammensee, Christina Kuttler, Hermann-Georg Holzhütter, Peter-M. Kloetzel, Stefan H.E. Kaufmann, and Hans-Joachim Mollenkopf: MAPPP - MHC-I Antigenic Peptide Processing Prediction. Applied Bioinformatics, 2(3):155-158, 2003.
[PubMed: 15130801]
Sebastian Schmeier, Jörg Hakenberg, Axel Kowald, Edda Klipp, and Ulf Leser: Text Mining for Systems Biology Using Statistical Learning Methods.
In Proc. Workshop Arbeitskreis Knowledge Discovery, Karlsruhe, Germany, October 2003.
Posters etc.
Abhinav Beeravally Nagulapally and Jörg Hakenberg: Genome Browsers for NGS data. Poster at Tenth Annual Research Day, University of the Sciences in Philadelphia, PA/USA, April 2012.
Syed Toufeeq Ahmed, Sheela Pradeep Kanwar, Jörg Hakenberg, and Hasan Davulcu: BioEve: A Discovery Engine for Life Sciences Literature. Poster at 6th International Symposium on Bioinformatics Research and Applications (ISBRA'10), May 23-26, 2010, Storrs, Connecticut, USA.
Dimitra Alexopoulou, Bill Andreopoulos, Jörg Hakenberg, Michael Schroeder: Word-sense disambiguation in biomedical ontologies with term co-occurrence analysis. Poster at German Conference on Bioinformatics, Potsdam, September 26-28 2007.
Jörg Hakenberg, Conrad Plake, Torsten Schiemann, Ulf Leser: Ali Baba: Visualizing biological networks from PubMed query results. Poster at Data Integration in the Life Sciences, DILS, Hinxton, UK, 20-22 July 2006
Sebastian Schmeier, Jörg Hakenberg, Axel Kowald, Ulf Leser, and Edda Klipp: Recognition and Extraction of Entities related to Enzyme Kinetics. Poster at BioText - a biomedical text mining workshop, London, UK, 9 November 2005.
Sebastian Schmeier, Axel Kowald, Jörg Hakenberg, Ulf Leser, and Edda Klipp: Finding Kinetic Data Using Text Mining. Poster at 5th Int Workshop on Bioinformatics and Systems Biology (IBSB), Berlin, Germany, 22-25 August 2005.
Sebastian Schmeier, Axel Kowald, Jörg Hakenberg, Ulf Leser, and Edda Klipp: Finding Kinetic Data Using Text Mining. Poster at Workshop Datenbanken im NGFN, Cologne, Germany, March 2005.
Sebastian Schmeier, Axel Kowald, Jörg Hakenberg, Ulf Leser, and Edda Klipp: Fighting the Data Acquisition Bottleneck. Poster at Int Conf Systems Biology (ICSB), Heidelberg, Germany, October 2004.
Jörg Hakenberg, Steffen Bickel, Conrad Plake, Ulf Brefeld, Lukas Faulstich, Hagen Zahn, Tobias Scheffer, Ulf Leser: Information Extraction from Biomedical Literature - Gene Name Recognition. Poster, Berlin Center for Bioinformatics (BCB), Feb 2005.
Sebastian Schmeier, Jörg Hakenberg, Axel Kowald, Edda Klipp, and Ulf Leser: Fighting the Data Acquisition Bottleneck. Poster, Berlin Center for Bioinformatics (BCB), Feb 2005.
Sebastian Schmeier, Jörg Hakenberg, Axel Kowald, Edda Klipp, and Ulf Leser: Text Mining for Systems Biology Using Statistical Learning Methods. Poster, Berlin Center for Bioinformatics (BCB), Dec 2003.
Et cetera:
Marc Jacobsen, Helmy Rachman, Andrea Gutschmidt, Jörg Hakenberg, Hans-J. Mollenkopf, Albert Neher, Knut Feldmann, Stefan H.E. Kaufmann: Novel Mycobacterium tuberculosis specific HLA-A*0201 restricted T cell epitopes in Tb patients. MPI internal, 2002.
Jörg Hakenberg: A Statistical Approach to Identify Positional Dependencies in Protein Domains. Diploma thesis, University of Ulm, 2002.
Talks
Jörg Hakenberg: Taking a SNPshot of PubMed - a repository of genetic variants and their drug response phenotypes. GPD-Rxn Workshop: Genotype-Phenotype-Drug Relationship Extraction from Text at Pacific Symposium on Biocomputing (PSB), Big Island of Hawaii, USA, January 4-8, 2010.
Jörg Hakenberg: Online protein interaction extraction and normalization at Arizona State University. BioCreative II.5 Workshop, Madrid, Spain, October 7-9 2009.
Jörg Hakenberg: Entity Mention Normalization - Taking Another Step Towards Integrating Data Extracted from Literature with Databases. Rocky Mountain Bioinformatics Conference (Rocky 2008), Aspen, CO, USA, December 4-7, 2008.
Jörg Hakenberg: Inter-species normalization of gene mentions. European Conference on Computational Biology (ECCB), September 22-26, 2008, Cagliari, Italy.
Jörg Hakenberg: Services for annotation of biomedical text. Dagstuhl Seminar 08131, Ontologies and Text Mining for Life Sciences: Current Status and Future Perspectives, March 24-28, 2008, Dagstuhl, Germany.
Jörg Hakenberg: Consensus pattern alignment to find protein-protein interactions in text. 2nd BioCreative Challenge Evaluation Workshop, April 23-25 2007, Madrid, Spain.
Jörg Hakenberg: Me and my friends: gene mention normalization with background knowledge. 2nd BioCreative Challenge Evaluation Workshop, April 23-25 2007, Madrid, Spain.
Jörg Hakenberg: Collecting a large corpus from all of Medline. Second International Symposium on Semantic Mining in Biomedicine (SMBM). Jena, Germany, April 2006.
Jörg Hakenberg: Tuning Text Classification for Hereditary Diseases with Section Weighting. Int Symp Semantic Mining in Biomedicine (SMBM), Hinxton, UK, April 2005.
Jörg Hakenberg: Optimizing Syntax Patterns for Discovering Protein-Protein Interactions. ACM Symposium on Applied Computing, Bioinformatics track, Santa Fe, USA, March 2005.
Jörg Hakenberg: Text Mining for Systems Biology Using Statistical Learning Methods. Workshop Arbeitskreis Knowledge Discovery. Karlsruhe, Germany, October 2003.