max planck institut
informatik
informatik
Adolphs, P., M. Theobald, U. Schäfer, H. Uszkoreit and G. Weikum: YAGO-QA: Answering questions by structured knowledge queries. In: Fifth IEEE Int. Conf. on Semantic Computing (ICSC 2011). IEEE, Piscataway 2011, 158-161.
Alexander, D., P. Arvola, T. Beckers, P. Bellot, T. Chappell, C.M. de Vries, A. Doucet, N. Fuhr, S. Geva, J. Kamps, G. Kazai, M. Koolen, S. Kutty, M. Landoni, V. Moriceau, R. Nayak, R. Nordlie, N. Pharo, E. SanJuan, R. Schenkel, A. Tagarelli, X. Tannier, J.A. Thom, A. Trotman, J. Vainio, Q. Wang and C. Wu: Report on INEX 2010. SIGIR Forum 45, 2-17 (2011).
Alvanaki, F., S. Michel, K. Ramamritham and G. Weikum: EnBlogue - emergent topic detection in Web 2.0 streams. In: Proc. 2011 Int. Conf. on Management of Data (SIGMOD 2011). ACM, New York 2011, 1271-1274.
Anand, A., S. Bedathur, K. Berberich and R. Schenkel: Temporal index sharding for space-time efficiency in archive search. In: SIGIR'11 : Proc. 34th Int. ACM SIGIR Conf. on Research and Development in Information Retrieval, (Eds.) W.-Y. Ma, J.-Y. Nie, R.A. Baeza-Yates, T.-S. Chua, W.B. Croft. ACM, New York 2011, 545-554.
Baeza-Yates, R., J. Masanès and M. Spaniol: The 1st temporal web analytics workshop (TWAW). In: Proc. 20th Int. Conf. Companion on World Wide Web (WWW 2011), (Eds.) S. Srinivasan, K. Ramamritham, A. Kumar, M.P. Ravindra, E. Bertino, R. Kumar. ACM, New York 2011, 307-308.
Berberich, K., A.-C. König, D. Lymberopoulos and P. Zhao: Improving local search through external logs. In: SIGIR'11 : Proc. 34th Int. ACM SIGIR Conf. on Research and Development in Information Retrieval, (Eds.) W.-Y. Ma, J.-Y. Nie, R.A. Baeza-Yates, T.-S. Chua, W.B. Croft. ACM, New York 2011, 785-794.
Beyer, K., V. Ercegovac, R. Gemulla, A. Balmin, M. Eltabakh, C.-C. Kanne, F. Özcan and E. Shekita: Jaql: A scripting language for large scale semistructured data analysis. In: Proc. 37th Int. Conf. on Very Large Data Bases, Proceedings of the VLDB Endowment 4, (Eds.) H.V. Jagadish, J. Blakeley, J.M. Hellerstein, N. Koudas, W. Lehner, S. Sarawagi, U. Röhm. VLDB Endowment, Seattle 2011, 1272-1283.
Broschart, A. and R. Schenkel: A novel hybrid index structure for efficient text retrieval. In: SIGIR'11 : Proc. 34th Int. ACM SIGIR Conf. on Research and Development in Information Retrieval, (Eds.) W.-Y. Ma, J.-Y. Nie, R.A. Baeza-Yates, T.-S. Chua, W.B. Croft. ACM, New York 2011, 1175-1176.
Budura, A., S. Michel and K. Aberer: Efficient interest group discovery in social networks using an integrated structure/quality index. In: BTW 2011, Datenbanksysteme in Business, Technologie und Web : 14. Fachtagung des GI-Fachbereichs "Datenbanken und Informationssysteme" (DBIS), Lecture Notes in Informatics 180, (Eds.) T. Härder, W. Lehner, B. Mitschang, H. Schöning, H. Schwarz. Bonner Köllen Verlag, Bonn 2011, 367-387.
Christopeit, D., M. Böhlen, C.-C. Kanne and A. Mazeika: Querying versioned software repositories. In: Advances in Databases and Information Systems : 15th Int. Conf. (ADBIS 2011), Lect. Notes Comput. Sci. 6909, (Eds.) J. Eder, M. Bieliková, A.M. Tjoa. Springer, Berlin 2011, 42-55.
Denev, D., A. Mazeika, M. Spaniol and G. Weikum: The SHARC framework for data quality in Web archiving. The VLDB Journal 20, 183-207 (2011).
Dylla, M., M. Sozio and M. Theobald: Resolving temporal conflicts in inconsistent RDF knowledge bases. In: BTW 2011, Datenbanksysteme in Business, Technologie und Web : 14. Fachtagung des GI-Fachbereichs "Datenbanken und Informationssysteme" (DBIS), Lecture Notes in Informatics 180, (Eds.) T. Härder, W. Lehner, B. Mitschang, H. Schöning, H. Schwarz. Bonner Köllen Verlag, Bonn 2011, 474-493.
Elbassuoni, S. and R. Blanco: Keyword search over RDF graphs. In: CIKM'11 : Proc. 2011 ACM Int. Conf. on Information and Knowledge Management, (Eds.) B. Berendt, A. de Vries, W. Fan, C. Macdonald. ACM, New York 2011, 237-242.
Elbassuoni, S., M. Ramanath and G. Weikum: Query relaxation for entity-relationship search. In: The Semanic Web: Research and Applications : 8th Extended Semantic Web Conf., ESWC 2011, Lect. Notes Comput. Sci. 6644, (Eds.) G. Antoniou, M. Grobelnik, E. Simperl, B. Parsia, D. Plexousakis, P. De Leenheer, J. Pan. Springer, Berlin 2011, 62-76.
Eltabakh, M.Y., Y. Tian, F. Özcan, R. Gemulla, A. Krettek and J. McPherson: CoHadoop: Flexible data placement and its exploitation in hadoop. In: Proc. 37th Int. Conf. on Very Large Data Bases, Proceedings of the VLDB Endowment 4, (Eds.) H.V. Jagadish, J. Blakeley, J.M. Hellerstein, N. Koudas, W. Lehner, S. Sarawagi, U. Röhm. VLDB Endowment, Seattle 2011, 575-585.
Galbrun, E. and P. Miettinen: From black and white to full colour: Extending redescription mining outside the Boolean world. In: Proc. Eleventh SIAM Int. Conf. on Data Mining. SIAM, Philadelphia 2011, 546-557.
Gemulla, R., P.J. Haas, E. Nijkamp and Y. Sismanis: Large-scale matrix factorization with distributed stochastic gradient descent. , San Jose 2011, 47 p.
Gemulla, R., E. Nijkamp, P.J. Haas and Y. Sismanis: Large-Scale matrix factorization with distributed stochastic gradient descent. In: Proc. 17th ACM SIGKDD Int. Conf. on Knowledge Discovery and Data Mining (KDD'11). ACM, New York 2011, 69-77.
Geva, S., J. Kamps, R. Schenkel and A. Trotman (Eds.): Comparative Evaluation of Focused Retrieval : 9th Int. Workshop of the Inititative for the Evaluation of XML Retrieval, INEX 2010. Lect. Notes Comput. Sci. 6932. Springer, Berlin 2011, XII, 398 p.
Ghandeharizadeh, S., J.R. Haritsa and G. Weikum: Guest editors' introduction to the special section on the 26th International Conference on Data Engineering. IEEE Transactions on Knowledge and Data Engineering 23, 1121-1122 (2011).
Gurajada, S.: Index tuning for query-log based on-line index maintenance.
Haghani, P., S. Michel and K. Aberer: Tracking hot-k items over Web 2.0 streams. In: BTW 2011, Datenbanksysteme in Business, Technologie und Web : 14. Fachtagung des GI-Fachbereichs "Datenbanken und Informationssysteme" (DBIS), Lecture Notes in Informatics 180, (Eds.) T. Härder, W. Lehner, B. Mitschang, H. Schöning, H. Schwarz. Bonner Köllen, Bonn 2011, 105-122.
Hoffart, J., F.M. Suchanek, K. Berberich, E. Lewis-Kelham, G. de Melo and G. Weikum: YAGO2: exploring and querying world knowledge in time, space, context, and many languages. In: Proc. 20th Int. Conf. Companion on World Wide Web (WWW 2011), (Eds.) S. Srinivasan, K. Ramamritham, A. Kumar, M.P. Ravindra, E. Bertino, R. Kumar. ACM, New York 2011, 229-232.
Hoffart, J., M.A. Yosef, I. Bordino, H. Fürstenau, M. Pinkal, M. Spaniol, B. Taneva, S. Thater and G. Weikum: Robust disambiguation of named entities in text. In: Proc. 2011 Conf. on Empirical Methods in Natural Language Processing. The Association for Computational Linguistics, Stroudsburg 2011, 793-803.
Hose, K., R. Schenkel, M. Theobald and G. Weikum: Database foundations for scalable RDF processing. In: Reasoning Web : Semantic Technologies for the Web of Data ; 7th Int. Summer School 2011, Lect. Notes Comput. Sci. 6848, (Eds.) A. Polleres, C. d'Amato, M. Arenas, S. Handschuh, P. Kroner, S. Ossowski, P. Patel-Schneider. Springer, Berlin 2011, 202-249.
Kaluarachchi, A.C., D. Roychoudhury, A.S. Varde and G. Weikum: SITAC: Discovering semantically identical temporally altering concepts in text archives. In: Advances in Database Technology - EDBT 2011 : 14th Int. Conf. on Extending Database Technology, (Eds.) A. Ailamaki, S. Amer-Yahia, J. Pate, T. Risch, P. Senellart, J. Stoyanovich. ACM, New York 2011, 566-569.
Kamps, K., J. Karlgren and R. Schenkel: Report on the Third Workshop on Exploiting Semantic Annotations in Information Retrieval (esair). SIGIR Forum 45, 33-41 (2011).
Klan, D., M. Karnstedt, K. Hose, L. Ribe-Baumann and K.-U. Sattler: Stream engines meet wireless sensor networks: Cost-based planning and processing of complex queries in AnduIN. Distributed and Parallel Databases 29, 151-183 (2011).
Lymberopoulos, D., P. Zhao, A.C. König, K. Berberich and J. Liu: Location-aware click prediction in mobile local search. In: CIKM'11 : Proc. 2011 ACM Int. Conf. on Information and Knowledge Management, (Eds.) B. Berendt, A. de Vries, W. Fan, C. Macdonald. ACM, New York 2011, 413-422.
Mazeika, A., T. Tylenda and G. Weikum: Entity timelines: Visual analytics and named entity evolution. In: CIKM'11 : Proc. 2011 ACM Int. Conf. on Information and Knowledge Management, (Eds.) B. Berendt, A. de Vries, W. Fan, C. Macdonald. ACM, New York 2011, 2585-2588.
Meiser, T., M. Dylla and M. Theobald: Interactive reasoning in uncertain RDF knowledge bases. In: CIKM'11 : Proc. 2011 ACM Int. Conf. on Information and Knowledge Management, (Eds.) B. Berendt, A. de Vries, W. Fan, C. Macdonald. ACM, New York 2011, 2557-2560.
Metzger, S., S. Elbassuoni, K. Hose and R. Schenkel: S3K: Seeking statement-supporting top-k witnesses. In: CIKM'11 : Proc. 2011 ACM Int. Conf. on Information and Knowledge Management, (Eds.) B. Berendt, A. de Vries, W. Fan, C. Macdonald. ACM, New York 2011, 37-46.
Metzger, S., K. Hose and A. Broschart: Bericht zur Herbstschule Information Retrieval 2010. Datenbank-Spektrum 11, 73-77 (2011).
Miettinen, P.: Boolean tensor factorization. In: 11th IEEE Int. Conf. on Data Mining : ICDM 2011, (Eds.) D. Cook, J. Pei, W. Wang, O. Za\"{i}ane, X. Wu. IEEE, Los Alamitos 2011, 447-456.
Miettinen, P. and J. Vreeken: Model order selection for Boolean matrix factorization. In: Proc. 17th ACM SIGKDD Int. Conf. on Knowledge Discovery and Data Mining (KDD'11). ACM, New York 2011, 51-59.
Nakashole, N., M. Theobald and G. Weikum: Scalable knowledge harvesting with high precision and high recall. In: Proc. 4th ACM Int. Conf. on Web Search and Data Mining (WSDM 2011), (Eds.) S. Srinivasan, K. Ramamritham, A. Kumar, M.P. Ravindra, E. Bertino, R. Kumar. ACM, New York 2011, 227-236.
Nebot, V., M. Ye, M. Albrecht, J.-H. Eom and G. Weikum: DIDO: A disease-determinants ontology from web sources. In: Proc. 20th Int. Conf. Companion on World Wide Web (WWW 2011), (Eds.) S. Srinivasan, K. Ramamritham, A. Kumar, M.P. Ravindra, E. Bertino, R. Kumar. ACM, New York 2011, 237-240.
Neumann, T. and G. Weikum: RDF-Stores und RDF-Query-Engines. Datenbank-Spektrum 11, 63-66 (2011).
Pölitz, C. and R. Schenkel: Learning to rank under tight budget constraints.
Roitman, H., R. Schenkel and M. Grobelnik: Search and mining entity-relationship data. In: CIKM'11 : Proc. 2011 ACM Int. Conf. on Information and Knowledge Management, (Eds.) B. Berendt, A. de Vries, W. Fan, C. Macdonald. ACM, New York 2011, 2639-2640.
Schlegel, B., R. Gemulla and W. Lehner: Memory-efficient frequent-itemset mining. In: Advances in Database Technology - EDBT 2011 : 14th Int. Conf. on Extending Database Technology, (Eds.) A. Ailamaki, S. Amer-Yahia, J. Patel, T. Risch, P. Senellart, J. Stoyanovich. ACM, New York 2011, 461-472.
Schwarte, A., P. Haase, K. Hose, R. Schenkel and M. Schmidt: FedX: A federation layer for distributed query processing on linked open data. In: The Semanic Web: Research and Applications : 8th Extended Semantic Web Conf., ESWC 2011, Lect. Notes Comput. Sci. 6644, (Eds.) G. Antoniou, M. Grobelnik, E. Simperl, B. Parsia, D. Plexousakis, P. De Leenheer, J. Pan. Springer, Berlin 2011, 481-486.
- FedX: Optimization techniques for federated query processing on linked data. In: The Semantic Web - ISWC 2011 : 10th Int. Semantic Web Conf., Lect. Notes Comput. Sci. 7031, (Eds.) L. Aroyo, C. Welty, H. Alani, J. Taylor, A. Bernstein, L. Kagal, N. Noy, E. Blomqvist. Springer, Berlin 2011, 601-616.
Stupar, A. and S. Michel: PICASSO - automated soundtrack suggestion for multi-modal data. In: CIKM'11 : Proc. 2011 ACM Int. Conf. on Information and Knowledge Management, (Eds.) B. Berendt, A. de Vries, W. Fan, C. Macdonald. ACM, New York 2011, 2589-2592.
- PICASSO - to sing you must close your eyes and draw. In: SIGIR'11 : Proc. 34th Int. ACM SIGIR Conf. on Research and Development in Information Retrieval, (Eds.) W.-Y. Ma, J.-Y. Nie, R.A. Baeza-Yates, T.-S. Chua, W.B. Croft. ACM, New York 2011, 715-724.
Sydow, M., M. Pikula and R. Schenkel: To diversify or not to diversify entity summaries on RDF knowledge graphs?. In: Foundations of Intelligent Systems : 19th Int. Symp., ISMIS 2011, Lect. Notes Artif. Intell. 6804, (Eds.) M. Kryszkiewicz, H. Rybinski, A. Skowron, Z.W. Rás. Springer, Berlin 2011, 490-500.
Taneva, B., M. Kacimi and G. Weikum: Finding images of difficult entities in the long tail. In: CIKM'11 : Proc. 2011 ACM Int. Conf. on Information and Knowledge Management, (Eds.) B. Berendt, A. de Vries, W. Fan, C. Macdonald. ACM, New York 2011, 189-194.
Tran, A.T., S. Elbassuoni, N. Preda and G. Weikum: CATE: Context-ware timeline for entity illustration. In: Proc. 20th Int. Conf. Companion on World Wide Web (WWW 2011), (Eds.) S. Srinivasan, K. Ramamritham, A. Kumar, M.P. Ravindra, E. Bertino, R. Kumar. ACM, New York 2011, 269-272.
Tylenda, T., M. Sozio and G. Weikum: Einstein: Physicist or vegetarian? Summarizing semantic type graphs for knowledge discovery. In: Proc. 20th Int. Conf. Companion on World Wide Web (WWW 2011), (Eds.) S. Srinivasan, K. Ramamritham, A. Kumar, M.P. Ravindra, E. Bertino, R. Kumar. ACM, New York 2011, 273-276.
Umbrich, J., K. Hose, M. Karnstedt, A. Harth and A. Polleres: Comparing data summaries for processing live queries over linked data. World Wide Web 14, 495-544 (2011).
Wang, Y., B. Yang, L. Qu, M. Spaniol and G. Weikum: Harvesting facts from textual web sources by constrained label propagation. In: CIKM'11 : Proc. 2011 ACM Int. Conf. on Information and Knowledge Management, (Eds.) B. Berendt, A. de Vries, W. Fan, C. Macdonald. ACM, New York 2011, 837-846.
Wang, Y., B. Yang, S. Zoupanos, M. Spaniol and G. Weikum: Scalable spatio-temporal knowledge harvesting. In: Proc. 20th Int. Conf. Companion on World Wide Web (WWW 2011), (Eds.) S. Srinivasan, K. Ramamritham, A. Kumar, M.P. Ravindra, E. Bertino, R. Kumar. ACM, New York 2011, 143-144.
Weikum, G.: Keynote: For a few triples more. In: The Semantic Web - ISWC 2011 : 10th Int. Semantic Web Conf., Lect. Notes Comput. Sci. 7032, (Eds.) L. Aroyo, C. Welty, H. Alani, J. Taylor, A. Bernstein, L. Kagal, N. Noy, E. Blomqvist. Springer, Berlin 2011, 391 p.
Weikum, G., S. Bedathur and R. Schenkel: Temporal knowledge for timely intelligence. In: Enabling Real-Time Business Intelligence : 4th Int. Workshop, BIRTE 2010, Lecture Notes in Business Information Processing 84, (Eds.) M. Castellanos, U. Dayal, V. Markl. Springer, Berlin 2011, 1-6.
Weikum, G., M. Ramanath and R. Awadallah: OpinioNetIt: Understanding the opinions-people network for politically controversial topics. In: CIKM'11 : Proc. 2011 ACM Int. Conf. on Information and Knowledge Management, (Eds.) B. Berendt, A. de Vries, W. Fan, C. Macdonald. ACM, New York 2011, 2481-2484.
Weikum, G., N. Tandon and G. De Melo: Deriving a web-scale common sense fact database. In: Proc. Twenty-Fifth AAAI Conf. on Artificial Intelligence (AAAI 2011), (Eds.) W. Burgard, D. Roth. AAAI Press, San Francisco 2011, 152-157.
Yahya, M. and M. Theobald: D2R2: Disk-oriented deductive reasoning in a RISC-style RDF engine. In: Rule-Based Modeling and Computing on the Semantic Web : 5th Int. Symp., RuleML 2011 - America, Lect. Notes Comput. Sci. 7018, (Eds.) F. Olken, M. Palmirani, D. Sottara. Springer, Berlin 2011, 81-96.
Yosef, M.A., J. Hoffart, M. Spaniol and G. Weikum: AIDA: An online tool for accurate disambiguation of named entities in text and tables. In: Proc. 37th Int. Conf. on Very Large Data Bases, Proceedings of the VLDB Endowment 4, (Eds.) H.V. Jagadish, J. Blakeley, J.M. Hellerstein, N. Koudas, W. Lehner, S. Sarawagi, U. Röhm. VLDB Endowment, Seattle 2011, 1450-1453.
Broschart, A. and R. Schenkel: MMCI at the trec 2010 web track. In: The Nineteenth Text Retrieval Conf. Proc. (TREC 2010), (Eds.) E.M. Vorhees, L.P. Buckland, NIST Special Publication SP 500-294. National Institute of Standards and Technology, Gaithersburg 2011, 1-3 Internet: <http://trec.nist.gov/pubs/trec19/papers/saarland.univ.web.rev.pdf>.
Feld, M., M. Theobald, C. Stahl, T. Meiser and C. Müller: Generating personalized destination suggestions for automotive navigation systems under uncertainty. In: Adjunct Proc. 19th Int. Conf. on User Modeling, Adaptation and Personalization (UMAP), (Eds.) F. Abel, S.M. Baldiris, N. Henze. UMAP 2011, s.l. 2011, 22-24 Internet: <http://www.umap2011.org/proceedings/posters/paper_231.pdf>.
Gemulla, R., P.J. Haas, Y. Sismanis, C. Teflioudi and F. Makari: Large-scale matrix factorization with distributed stochastic gradient descent. In: NIPS 2011 Workshop on Parallel and Large-Scale Machine Learning (Big Learning). -, s.L. 2011, 1-5 Internet: <http://biglearn.org/files/papers/biglearn2011_submission_15.pdf>.
Hose, K., S. Metzger and R. Schenkel: Sharing knowledge between independent grid communities. In: 6th Int. Workshop on Applications of Semantic Technologies (AST 2011), (Eds.) C. Burghart, S. Grimm, A. Harth, J. Wissmann. ., Berlin 2011, 1-6 Internet: <http://www.user.tu-berlin.de/komm/CD/paper/040123.pdf>.
Issa, H., K. Hose, S. Metzger and R. Schenkel: Advances towards semantic plagiarism detection. In: LWA 2011 : Technical Report ; Report of the symposium "Lernen, Wissen, Adaptivität 2011" of the GI special interest groups KDML, IR and WM, (Eds.) M. Spiliopoulou, A. Nürnberger, R. Schult. Otto von Guericke Universität., Magdeburg 2011, 211-214 Internet: <http://141.44.30.131/LWA2011_TechReport.pdf>.
Konietzny, S., L. Dietz and A. McHardy: Inferring functional modules of protein families with probabilistic topic models. BMC Bioinformatics 12, 141:1-141:14 (2011). Internet: <http://dx.doi.org/10.1186/1471-2105-12-141>
Mass, Y., M. Ramanath, Y. Sagiv and G. Weikum: IQ: The case for iterative querying for knowledge. In: 5th Biennial Conf. on Innovative Data Systems Research (CIDR'11). CIDR 2011, Asilomar 2011, 38-44 Internet: <http://www.cidrdb.org/cidr2011/Papers/CIDR11_Paper5.pdf>.
Stoll, M., K. Hose, S. Metzger and R. Schenkel: Interaktive Wissensextraktion und Wissenssuche. In: LWA 2011 : Technical Report ; Report of the symposium "Lernen, Wissen, Adaptivität 2011" of the GI special interest groups KDML, IR and WM, (Eds.) M. Spiliopoulou, A. Nürnberger, R. Schult. Otto von Guericke Universität, Magdeburg 2011, 205-206 Internet: <http://141.44.30.131/LWA2011_TechReport.pdf>.
Weikum, G., M. Spaniol, N. Ntarmos, P. Triantafillou, A. Benczúr, S. Kirkpatrick, P. Rigaux and M. Williamson: Longitudinal analytics on web archive data: It's about time!. In: 5th Biennial Conf. on Innovative Data Systems Research (CIDR'11). CIDR 2011, Asilomar 2011, 199-202 Internet: <http://www.cidrdb.org/cidr2011/Papers/CIDR11_Paper26.pdf>.
Klodt, P.: Indexing strategies for constrained shortest paths over large social networks. Universität des Saarlandes 2011.
Ebrahimi, M.: Solving linear programs in MapReduce. Universität des Saarlandes 2011.
Iqbal, J.: Lineage-enabled query answering in uncertain knowledge bases. Universität des Saarlandes 2011.
Kargin, Y.: Distributed analytics over web archives. Universität des Saarlandes 2011.
Khosla, I.: Personalization and diversification of detected events in social media. Universität des Saarlandes 2011.
Kuzey, E.: Extraction of temporal facts and events from Wikipedia. Universität des Saarlandes 2011.
Pinkel, C.: Sequoia - design and implementation of a declarative information retrieval system. Universität des Saarlandes 2011.
Prytkova, N.: Modeling and evaluation of co-evolution in collective web memories. Universität des Saarlandes 2011.
Samar, T.: Scalable distributed time-travel text search. Universität des Saarlandes 2011.
Schwarte, A.: FedX: optimization techniques for federated query processing on linked data. Universität des Saarlandes 2011.
Tandon, N.: Deriving a web-scale common sense fact knowledge base. Universität des Saarlandes 2011.
Teflioudi, C.: Learning soft inference rules in large and uncertain knowledge bases. Universität des Saarlandes 2011.
Tran, A.T.: Context-aware timeline for entity exploration. Universität des Saarlandes 2011.
Ye, M.: Text mining for building a biomedical knowledge base on diseases, risk factors, and symptoms. Universität des Saarlandes 2011.
Dietz, L.: Exploiting graph-structured data in generative probabilistic models. Universität des Saarlandes 2011.