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Anzahl der Einträge: 41.

Zeitschriftenartikel

Beedkar, Kaustubh ; Gemulla, Rainer

; Mertens, Wim (2019) A unified framework for frequent sequence mining with subsequence constraints.

ACM Transactions on Database Systems : TODS New York, NY 44 3 11:1-11:42 [Zeitschriftenartikel]

Vorschau

Teflioudi, Christina ; Gemulla, Rainer

(2017) Exact and approximate maximum inner product search with LEMP.

ACM Transactions on Database Systems : TODS New York, NY 42 1 Article 5 [Zeitschriftenartikel]

Vorschau

Beedkar, Kaustubh ; Berberich, Klaus ; Gemulla, Rainer

; Miliaraki, Iris (2015) Closing the gap: Sequence mining at scale.

ACM Transactions on Database Systems : TODS New York, NY 40 2 Art. 8, 1-44 [Zeitschriftenartikel]

Vorschau

Gemulla, Rainer

(2015) Data analysis at scale. Information Technology : IT Berlin 57 2 130-132 [Zeitschriftenartikel]

Erdös, Dóra ; Gemulla, Rainer

; Terzi, Evimaria (2014) Reconstructing graphs from neighborhood data.

ACM Transactions on Knowledge Discovery from Data : TKDD New York, NY 8 4 Art. 23, 1-22 [Zeitschriftenartikel]

Vorschau

Roy, Pratanu ; Teubner, Jens ; Gemulla, Rainer

(2014) Low-latency handshake join.

Proceedings of the VLDB Endowment [New York, NY] 7 9 709-720 [Zeitschriftenartikel]

Vorschau

Qu, Lizhen ; Zhang, Yi ; Wang, Rui ; Jiang, Lili ; Gemulla, Rainer

; Weikum, Gerhard (2014) Senti-LSSVM: Sentiment-oriented multi-relation extraction with latent structural SVM.

Transactions of the Association for Computational Linguistics : TACL Stroudsburg, Pa. 2 155-168 [Zeitschriftenartikel]

Vorschau

Makari, Faraz ; Teflioudi, Christina ; Gemulla, Rainer

; Haase, Peter ; Sismanis, Yannis (2014) Shared-memory and shared-nothing stochastic gradient descent algorithms for matrix completion. Knowledge and Information Systems London 42 3 493-523 [Zeitschriftenartikel]

Buch

Gemulla, Rainer

; Ponzetto, Simone Paolo

; Bizer, Christian

; Keuper, Margret ; Stuckenschmidt, Heiner

(2018) LWDA 2018 : Proceedings of the Conference "Lernen, Wissen, Daten, Analysen", Mannheim, Germany, August 22-24, 2018. CEUR Workshop Proceedings Aachen, Germany 2191 [Buch]

Konferenzveröffentlichung

Kochsiek, Adrian ; Gemulla, Rainer

A benchmark for semi-inductive link prediction in knowledge graphs. Bouamor, Houda ; Pino, Juan ; Bali, Kalika 10634-10643 In: The 2023 Conference on Empirical Methods in Natural Language Processing - Findings of the Association for Computational Linguistics: EMNLP 2023, December 6-10, 2023 (2023) Stroudsburg, PA EMNLP 2023 (Singapore, Singapore, Hybrid) [Konferenzveröffentlichung]

Renz-Wieland, Alexander ; Kieslinger, Andreas ; Gericke, Robert ; Gemulla, Rainer

; Kaoudi, Zoi ; Markl, Volker Good intentions: adaptive parameter management via intent signaling. Frommholz, Ingo ; Hopfgartner, Frank ; Lee, Mark ; et al. 2156-2166 In: CIKM '23: Proceedings of the 32nd ACM International Conference on Information and Knowledge Management (2023) New York, NY CIKM '23, 32nd ACM International Conference on Information and Knowledge Management (Birmingham, UK) [Konferenzveröffentlichung]

Kochsiek, Adrian ; Saxena, Apoorv ; Nair, Inderjeet ; Gemulla, Rainer

Friendly neighbors: contextualized sequence-to-sequence link prediction. Can, Burcu ; Mozes, Maximilian ; Cahyawijaya, Samuel ; et al. 131-138 In: The 8th Workshop on Representation Learning for NLP (RepL4NLP 2023) : Proceedings of the workshop (2023) Stroudsburg, PA RepL4NLP 2023, 8th Workshop on Representation Learning for NLP (Toronto, Canada) [Konferenzveröffentlichung]

Kochsiek, Adrian ; Niesel, Fritz ; Gemulla, Rainer

Start small, think big: On hyperparameter optimization for large-scale knowledge graph embeddings. Amini, Massih-Reza ; Canu, Stéphane ; Fischer, Asja ; et al. Lecture Notes in Computer Science 13714 138-154 In: Machine learning and knowledge discovery in databases : European Conference, ECML PKDD 2022, Grenoble, France, September 19–23, 2022 : proceedings. Part II (2023) Berlin [u.a.] ECML PKDD 2022 (Grenoble, France) [Konferenzveröffentlichung]

Renz-Wieland, Alexander ; Gemulla, Rainer

; Kaoudi, Zoi ; Markl, Volker NuPS: A parameter server for machine learning with non-uniform parameter access.

Ives, Zachary ; Bonifati, Angela ; El Abbadi, Amr 481-495 In: SIGMOD '22 : proceedings of the 2022 International Conference on Management of Data : June 12-17, 2022, Philadelphia, PA, USA (2022) New York, NY SIGMOD '22 (Philadelphia, PA) [Konferenzveröffentlichung]

Saxena, Apoorv ; Kochsiek, Adrian ; Gemulla, Rainer

Sequence-to-sequence knowledge graph completion and question answering. Muresan, Smaranda ; Nakov, Preslav ; Villavicencio, Aline 2814-2828 In: Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics. Volume 1 Long Papers (2022) Stroudsburg, PA ACL 2022, 60th Annual Meeting of the Association for Computational Linguistics (Dublin, Ireland, Hybrid) [Konferenzveröffentlichung]

Renz-Wieland, Alexander ; Drobisch, Tobias ; Kaoudi, Zoi ; Gemulla, Rainer

; Markl, Volker Just move it! Dynamic parameter allocation in action.

Proceedings of the VLDB Endowment 14,12 2707-2710 In: 47th International Conference on Very Large Data Bases (VLDB 2021) : Copenhagen, Denmark, August 16-20, 2021 (2021) New York, NY VLDB 2021, 47th International Conference on Very Large Data Bases (København, Denmark, Hybrid) [Konferenzveröffentlichung]

Kochsiek, Adrian ; Gemulla, Rainer

Parallel training of knowledge graph embedding models: a comparison of techniques. Proceedings of the VLDB Endowment 15 3 633-645 (2021) New York, NY VLDB 2022, 48th International Conference on Very Large Databases (Sydney, Australia, Hybrid) [Konferenzveröffentlichung]

Ruffinelli, Daniel ; Broscheit, Samuel ; Gemulla, Rainer

You CAN teach an old dog new tricks! On training knowledge graph embeddings.

Rush, Alexander 1-12 In: ICLR 2020 : Eighth International Conference on Learning Representations : virtual conference, formerly Addis Ababa ETHIOPIA, Sun Apr 26th through May 1st (2020) La Jolla, CA ICLR 2020 (Online) [Konferenzveröffentlichung]

Vorschau

Broscheit, Samuel ; Gashteovski, Kiril ; Wang, Yanjie ; Gemulla, Rainer

Can we predict new facts with open knowledge graph embeddings? A benchmark for open link prediction.

Jurafsky, Dan 2296-2308 In: ACL 2020 : the 58th Annual Meeting of the Association for Computational Linguistics, proceedings of the conference, ACL 2020The 58th Annual Meeting of theAssociation for Computational LinguisticsProceedings of the Conference, July 5 - 10, 2020 (2020) Stroudsburg, PA ACL 2020 (Online) [Konferenzveröffentlichung]

Renz-Wieland, Alexander ; Gemulla, Rainer

; Zeuch, Steffen ; Markl, Volker Dynamic parameter allocation in parameter servers.

Proceedings of the VLDB Endowment 13,12 1877-1890 (2020) New York, NY 46th International Conference on Very Large Data Bases (Online) [Konferenzveröffentlichung]

Broscheit, Samuel ; Ruffinelli, Daniel ; Kochsiek, Adrian ; Betz, Patrick ; Gemulla, Rainer

LibKGE – A knowledge graph embedding library for reproducible research.

Schlangen, David ; Liu, Qun 165-174 In: The 2020 Conference on Empirical Methods in Natural Language Processing : proceedings of systems demonstrations, November 16-20, 2020, EMNLP 2020 (2020) Stroudsburg, PA 18360 USA The 2020 Conference on Empirical Methods in Natural Language Processing (Online) [Konferenzveröffentlichung]

Gashteovski, Kiril ; Gemulla, Rainer

; Kotnis, Bhushan ; Hertling, Sven

; Meilicke, Christian

On aligning OpenIE extractions with Knowledge Bases: A case study.

Eger, Steffen ; Gao, Yang ; Peyrard, Maxime ; Zhao, Wei ; Hovy, Eduard 143-154 In: Evaluation and Comparison of NLP Systems : proceedings of the first workshop, november 20, 2020 (2020) Stroudsburg, PA 18360, USA EMNLP 2020 (Online) [Konferenzveröffentlichung]

Renz-Wieland, Alexander ; Bertsch, Mattias ; Gemulla, Rainer

Scalable frequent sequence mining with flexible subsequence constraints.

1490-1501 In: IEEE 35th International Conference on Data Engineering : ICDE 2019 : Macau SAR, China, 8-11 April 2019 : proceedings (2019) Piscataway, NJ 2019 IEEE International Conference on Data Engineering (ICDE) (Macao, Macao, China) [Konferenzveröffentlichung]

Vorschau

Gashteovski, Kiril ; Wanner, Sebastian ; Hertling, Sven

; Broscheit, Samuel ; Gemulla, Rainer

OPIEC: An open information extraction corpus.

1-19 In: AKBC 2019 : 1st Conference on Automated Knowledge Base Construction (AKBC) : May 20-22, 2019, Monday-Wednesday, Amherst, MA (2019) Amherst, MA AKBC 2019 (Amherst, MA) [Konferenzveröffentlichung]

Vorschau

Wang, Yanjie ; Ruffiinelli, Daniel ; Gemulla, Rainer

; Broscheit, Samuel ; Meilicke, Christian

On evaluating embedding models for knowledge base completion.

Augenstein, Isabelle 104-112 In: The 4th Workshop on Representation Learning for NLP (RepL4NLP-2019) - proceedings of the workshop : August 2, 2019, Florence, Italy : ACL 2019 (2019) Florence, Italy RepL4NLP-2019 (Florence, Italy) [Konferenzveröffentlichung]

Vorschau

Beedkar, Kaustubh ; Gemulla, Rainer

; Renz-Wieland, Alexander The DESQ framework for declarative and scalable frequent sequence mining.

David, Klaus GI-Edition : Lecture Notes in Informatics. Proceedings 294 249-250 In: Informatik 2019 : 50 Jahre Gesellschaft für Informatik – Informatik für Gesellschaft : Konferenzbeiträge der 49. Jahrestagung der Gesellschaft für Informatik : 23.-26.9.2019, Kassel, Deutschland (2019) Bonn Informatik 2019 (Kassel, Germany) [Konferenzveröffentlichung]

Kleppmann, Benedikt ; Bizer, Christian

; Yaqub, Edwin ; Temme, Fabian ; Schlunder, Philipp ; Arnu, David ; Klinkenberg, Ralf Density- and correlation-based table extension. Gemulla, Rainer CEUR Workshop Proceedings 2191 191-194 In: LWDA 2018 : Proceedings of the Conference "Lernen, Wissen, Daten, Analysen" Mannheim, Germany, August 22-24, 2018 (2018) Aachen, Germany Lernen, Wissen, Daten, Analysen 2018 (Mannheim, Germany) [Konferenzveröffentlichung]

Burzlaff, Fabian

; Bartelt, Christian ; Stuckenschmidt, Heiner

Next steps in knowledge-driven architecture composition.

Gemulla, Rainer CEUR Workshop Proceedings 2191 Proceedings of the Conference "Lernen, Wissen, Daten, Analysen" 78-83 In: LWDA 2018 : Proceedings of the Conference "Lernen, Wissen, Daten, Analysen" Mannheim, Germany, August 22-24, 2018 (2018) Aachen, Germany LWDA 2018 (Mannheim, Germany) [Konferenzveröffentlichung]

Vorschau

Offel, Michael ; Aa, Han van der

; Weidlich, Matthias Towards net-based formal methods for complex event processing. Gemulla, Rainer

; Ponzetto, Simone Paolo

; Bizer, Christian

; Keuper, Margret ; Stuckenschmidt, Heiner

CEUR Workshop Proceedings 2191 281-284 In: LWDA 2018 : Proceedings of the Conference "Lernen, Wissen, Daten, Analysen", Mannheim, Germany, August 22-24, 2018 (2018) Aachen, Germany Lernen, Wissen, Daten, Analysen 2018 (Mannheim, Germany) [Konferenzveröffentlichung]

Wang, Yanjie ; Gemulla, Rainer

; Li, Hui On multi-relational link prediction with bilinear models.

4227-4234 In: The Thirty-Second AAAI Conference on Artificial Intelligence, The Thirtieth Innovative Applications of Artificial Intelligence Conference, The Eighth AAAI Symposium on Educational Advances in Artificial Intelligence : New Orleans, Louisiana USA (2018) Palo Alto, CA AAI-18: Thirty-Second AAAI Conference on Artificial Intelligence (New Orleans, LA) [Konferenzveröffentlichung]

Vorschau

Meilicke, Christian

; Fink, Manuel ; Wang, Yanjie ; Ruffinelli, Daniel ; Gemulla, Rainer

; Stuckenschmidt, Heiner

Fine-grained evaluation of rule- and embedding-based systems for knowledge graph completion. Vrandečić, Denny Lecture Notes in Computer Science 3-20 In: The Semantic Web – ISWC 2018 : 17th International Semantic Web Conference, Monterey, CA, USA, October 8–12, 2018, Proceedings, Part I (2018) Berlin [u.a.] ISWC 2018 (Monterey, CA) [Konferenzveröffentlichung]

Pfeiffer, Jonas ; Broscheit, Samuel ; Gemulla, Rainer

; Göschl, Mathias A neural autoencoder approach for document ranking and query refinement in pharmacogenomic information retrieval.

Demner-Fushman, Dina 87-97 In: SIGBioMed Workshop on Biomedical Natural Language Processing, Proceedings of the 17th BioNLP Workshop : July 19, 2018 Melbourne, Australia (2018) Stroudsburg, PA 56th Annual Meeting of the Association for Computational Linguistics (Melbourne, Australia) [Konferenzveröffentlichung]

Vorschau

Broscheit, Samuel ; Gemulla, Rainer

; Keuper, Margret Learning distributional token representations from visual features.

Augenstein, Isabelle 187-194 In: ACL 2018, Representation Learning for NLP : Proceedings of the Third Workshop : July 20, 2018 Melbourne, Australia (2018) Stroudsburg, PA 3rd Workshop on Representation Learning for NL (Melbourne, Australia) [Konferenzveröffentlichung]

Vorschau

Gashteovski, Kiril ; Gemulla, Rainer

; Corro, Luciano del MinIE: minimizing facts in open information extraction.

Specia, Lucia 2620-2630 In: The Conference on Empirical Methods in Natural Language Processing - proceedings of System Demonstrations : September 9-11, 2017, Copenhagen, Denmark : EMNLP 2017 (2017) Stroudsburg, PA Conference on Empirical Methods in Natural Language Processing (and forerunners) (EMNLP) (Copenhagen, Denmark) [Konferenzveröffentlichung]

Vorschau

Beedkar, Kaustubh ; Gemulla, Rainer

DESQ: frequent sequence mining with subsequence constraints.

Bonchi, Francesco 793-798 In: 16th IEEE International Conference on Data Mining : 12-15 December 2016, Barcelona, Catalonia, Spain : proceedings (2016) Piscataway, NJ 16th International Conference on Data Mining (ICDM) (Barcelona, Spain) [Konferenzveröffentlichung]

Vorschau

Neumann, Stefan ; Gemulla, Rainer

; Miettinen, Pauli What you will gain by rounding : theory and algorithms for rounding rank.

Bonchi, Francesco 380-389 In: 16th IEEE International Conference on Data Mining : 12-15 December 2016, Barcelona, Catalonia, Spain : proceedings (2016) Piscataway, NJ 16th International Conference on Data Mining (ICDM) (Barcelona, Spain) [Konferenzveröffentlichung]

Vorschau

Teflioudi, Christina ; Gemulla, Rainer

; Mykytiuk, Olga LEMP: Fast Retrieval of Large Entries in a Matrix Product.

Sellis, Timos 107-122 In: SIGMOD '15 : Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data ; Melbourne, VIC, Australia, May 31 - June 04, 2015 (2015) New York, NY [Konferenzveröffentlichung]

Vorschau

Petroni, Fabio ; Corro, Luciano del ; Gemulla, Rainer

CORE: Context-aware open relation extraction with factorization machines.

ACM Trans. Database Syst. 2 1763-1773 In: Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, EMNLP 2015, Lisbon, Portugal, September 17-21, 2015 (2015) Stroudsburg, Pa. [Konferenzveröffentlichung]

Vorschau

Corro, Luciano del ; Abujabal, Abdalghani ; Gemulla, Rainer

; Weikum, Gerhard FINET: context-aware fine-grained named entity typing.

Màrquez, Lluis 868-878 In: Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, EMNLP 2015, Lisbon, Portugal, September 17-21, 2015 (2015) Stroudsburg, Pa. [Konferenzveröffentlichung]

Vorschau

Beedkar, Kaustubh ; Gemulla, Rainer

LASH: Large-scale sequence mining with hierarchies.

491-503 In: Compilation proceedings of the 2015 ACM Symposium on Principles of Database Systems, ACM SIGMOD International Conference on Management of Data, and SIGMOD/PODS 2015 PhD symposium, May 31 - June 4, 2015, Melbourne, VIC, Australia (2015) New York, NY [Konferenzveröffentlichung]

Vorschau

Corro, Luciano del ; Gemulla, Rainer

; Weikum, Gerhard Werdy: Recognition and disambiguation of verbs and verb phrases with syntactic and semantic pruning.

Moschitti, Alessandro 374-385 In: Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, EMNLP 2014, October 25-29, 2014, Doha, Qatar (2014) Stroudsburg, Pa. [Konferenzveröffentlichung]

Vorschau

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Zitation

Zeitschriftenartikel

Buch

Konferenzveröffentlichung