2021
Sleeping Beauties of Coronavirus Research Journal Article
In: IEEE Access, vol. 9, pp. 21192–21205, 2021.
Link Prediction of Weighted Triples for Knowledge Graph Completion Within the Scholarly Domain Journal Article
In: IEEE Access, vol. 9, pp. 116002–116014, 2021.
Trans4E: Link prediction on scholarly knowledge graphs Journal Article
In: Neurocomputing, vol. 461, pp. 530–542, 2021.
A comprehensive quality assessment framework for scientific events Journal Article
In: Scientometrics, vol. 126, no. 1, pp. 641–682, 2021.
Analysing the evolution of computer science events leveraging a scholarly knowledge graph: a scientometrics study of top-ranked events in the past decade Journal Article
In: Scientometrics, vol. 126, no. 9, pp. 8129–8151, 2021.
5* Knowledge Graph Embeddings with Projective Transformations Proceedings Article
In: Thirty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, IAAI 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, EAAI 2021, Virtual Event, February 2-9, 2021, pp. 9064–9072, AAAI Press, 2021.
Pattern-Aware and Noise-Resilient Embedding Models Proceedings Article
In: Hiemstra, Djoerd; Moens, Marie-Francine; Mothe, Josiane; Perego, Raffaele; Potthast, Martin; Sebastiani, Fabrizio (Ed.): Advances in Information Retrieval - 43rd European Conference on IR Research, ECIR 2021, Virtual Event, March 28 - April 1, 2021, Proceedings, Part I, pp. 483–496, Springer, 2021.
Knowledge Graph Representation Learning using Ordinary Differential Equations Proceedings Article
In: Moens, Marie-Francine; Huang, Xuanjing; Specia, Lucia; Yih, Scott Wen-tau (Ed.): Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, EMNLP 2021, Virtual Event / Punta Cana, Dominican Republic, 7-11 November, 2021, pp. 9529–9548, Association for Computational Linguistics, 2021.
Multiple Run Ensemble Learning with Low-Dimensional Knowledge Graph Embeddings Proceedings Article
In: International Joint Conference on Neural Networks, IJCNN 2021, Shenzhen, China, July 18-22, 2021, pp. 1–8, IEEE, 2021.
A Simulated Annealing Meta-heuristic for Concept Learning in Description Logics Proceedings Article
In: Katzouris, Nikos; Artikis, Alexander (Ed.): Inductive Logic Programming - 30th International Conference, ILP 2021, Virtual Event, October 25-27, 2021, Proceedings, pp. 266–281, Springer, 2021.
Loss-Aware Pattern Inference: A Correction on the Wrongly Claimed Limitations of Embedding Models Proceedings Article
In: Karlapalem, Kamal; Cheng, Hong; Ramakrishnan, Naren; Agrawal, R. K.; Reddy, P. Krishna; Srivastava, Jaideep; Chakraborty, Tanmoy (Ed.): Advances in Knowledge Discovery and Data Mining - 25th Pacific-Asia Conference, PAKDD 2021, Virtual Event, May 11-14, 2021, Proceedings, Part III, pp. 77–89, Springer, 2021.
Proceedings of the International Workshop on Knowledge Representation and Representation Learning co-located with the 24th European Conference on Artificial Intelligence (ECAI 2020), Virtual Event, September, 2020 Proceedings
CEUR-WS.org, vol. 3020, 2021.
Multiple Run Ensemble Learning withLow-Dimensional Knowledge Graph Embeddings Journal Article
In: CoRR, vol. abs/2104.05003, 2021.
Trans4E: Link Prediction on Scholarly Knowledge Graphs Journal Article
In: CoRR, vol. abs/2107.03297, 2021.
2020
Unveiling the Effect of using Moebius Transformations on Knowledge Graph Embeddings Masters Thesis
University of Bonn, Germany, 2020.
3D Learning and Reasoning in Link Prediction Over Knowledge Graphs Journal Article
In: IEEE Access, vol. 8, pp. 196459–196471, 2020.
Scholarly event characteristics in four fields of science: a metrics-based analysis Journal Article
In: Scientometrics, vol. 123, no. 2, pp. 677–705, 2020.
Multiple Run Ensemble Learning with Low Dimensional Knowledge Graph Embeddings Proceedings Article
In: Sallinger, Emanuel; Vahdati, Sahar; Nayyeri, Mojtaba; Wu, Lianlong (Ed.): Proceedings of the International Workshop on Knowledge Representation and Representation Learning co-located with the 24th European Conference on Artificial Intelligence (ECAI 2020), Virtual Event, September, 2020, pp. 36–42, CEUR-WS.org, 2020.
An Evolutionary Algorithm for Rule Learning over Knowledge Graphs Proceedings Article
In: Sallinger, Emanuel; Vahdati, Sahar; Nayyeri, Mojtaba; Wu, Lianlong (Ed.): Proceedings of the International Workshop on Knowledge Representation and Representation Learning co-located with the 24th European Conference on Artificial Intelligence (ECAI 2020), Virtual Event, September, 2020, pp. 52–59, CEUR-WS.org, 2020.
Ontology Design for Pharmaceutical Research Outcomes Proceedings Article
In: Hall, Mark M.; Mercun, Tanja; Risse, Thomas; Duchateau, Fabien (Ed.): Digital Libraries for Open Knowledge - 24th International Conference on Theory and Practice of Digital Libraries, TPDL 2020, Lyon, France, August 25-27, 2020, Proceedings, pp. 119–132, Springer, 2020.
Filter by
Proceedings Articles
Semantic Representation of Physics Research Data Proceedings Article
In: Aveiro, David; Dietz, Jan L. G.; Filipe, Joaquim (Ed.): Proceedings of the 12th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, IC3K 2020, Volume 2: KEOD, Budapest, Hungary, November 2-4, 2020, pp. 64–75, SCITEPRESS, 2020.
Let the Margin SlidE(^mbox(±)) for Knowledge Graph Embeddings via a Correntropy Objective Function Proceedings Article
In: 2020 International Joint Conference on Neural Networks, IJCNN 2020, Glasgow, United Kingdom, July 19-24, 2020, pp. 1–9, IEEE, 2020.
Fantastic Knowledge Graph Embeddings and How to Find the Right Space for Them Proceedings Article
In: Pan, Jeff Z.; Tamma, Valentina A. M.; d'Amato, Claudia; Janowicz, Krzysztof; Fu, Bo; Polleres, Axel; Seneviratne, Oshani; Kagal, Lalana (Ed.): The Semantic Web - ISWC 2020 - 19th International Semantic Web Conference, Athens, Greece, November 2-6, 2020, Proceedings, Part I, pp. 438–455, Springer, 2020.
Semantic Representation of Scientific Publications Proceedings Article
In: Doucet, Antoine; Isaac, Antoine; Golub, Koraljka; Aalberg, Trond; Jatowt, Adam (Ed.): Digital Libraries for Open Knowledge - 23rd International Conference on Theory and Practice of Digital Libraries, TPDL 2019, Oslo, Norway, September 9-12, 2019, Proceedings, pp. 375–379, Springer, 2019.
Improving Access to Science for Social Good Proceedings Article
In: Cellier, Peggy; Driessens, Kurt (Ed.): Machine Learning and Knowledge Discovery in Databases - International Workshops of ECML PKDD 2019, Würzburg, Germany, September 16-20, 2019, Proceedings, Part I, pp. 658–673, Springer, 2019.
The scientific events ontology of the OpenResearch.org curation platform Proceedings Article
In: Hung, Chih-Cheng; Papadopoulos, George A. (Ed.): Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, SAC 2019, Limassol, Cyprus, April 8-12, 2019, pp. 2311–2313, ACM, 2019.
SEO: A Scientific Events Data Model Proceedings Article
In: Ghidini, Chiara; Hartig, Olaf; Maleshkova, Maria; Svátek, Vojtech; Cruz, Isabel F.; Hogan, Aidan; Song, Jie; Lefrançois, Maxime; Gandon, Fabien (Ed.): The Semantic Web - ISWC 2019 - 18th International Semantic Web Conference, Auckland, New Zealand, October 26-30, 2019, Proceedings, Part II, pp. 79–95, Springer, 2019.
Unveiling Scholarly Communities over Knowledge Graphs Proceedings Article
In: Rodr'ıguez, Eva M. Méndez; Crestani, Fabio; Ribeiro, Cristina; David, Gabriel; Lopes, João Correia (Ed.): Digital Libraries for Open Knowledge, 22nd International Conference on Theory and Practice of Digital Libraries, TPDL 2018, Porto, Portugal, September 10-13, 2018, Proceedings, pp. 103–115, Springer, 2018.
Metadata Analysis of Scholarly Events of Computer Science, Physics, Engineering, and Mathematics Proceedings Article
In: Rodr'ıguez, Eva M. Méndez; Crestani, Fabio; Ribeiro, Cristina; David, Gabriel; Lopes, João Correia (Ed.): Digital Libraries for Open Knowledge, 22nd International Conference on Theory and Practice of Digital Libraries, TPDL 2018, Porto, Portugal, September 10-13, 2018, Proceedings, pp. 116–128, Springer, 2018.
SemSur: A Core Ontology for the Semantic Representation of Research Findings Proceedings Article
In: Fensel, Anna; Boer, Victor; Pellegrini, Tassilo; Kiesling, Elmar; Haslhofer, Bernhard; Hollink, Laura; Schindler, Alexander (Ed.): Proceedings of the 14th International Conference on Semantic Systems, SEMANTiCS 2018, Vienna, Austria, September 10-13, 2018, pp. 151–162, Elsevier, 2018.
Reasoning Under Situation Awareness in a Temporal Database Proceedings Article
In: Second IEEE International Conference on Robotic Computing, IRC 2018, Laguna Hills, CA, USA, January 31 - February 2, 2018, pp. 387–391, IEEE Computer Society, 2018.
SAANSET: Semi-Automated Acquisition of Scholarly Metadata Using OpenResearch.org Platform Proceedings Article
In: 12th IEEE International Conference on Semantic Computing, ICSC 2018, Laguna Hills, CA, USA, January 31 - February 2, 2018, pp. 41–48, IEEE Computer Society, 2018.
Towards a Cloud-Based Service for Maintaining and Analyzing Data About Scientific Events Proceedings Article
In: González-Beltrán, Alejandra N.; Osborne, Francesco; Peroni, Silvio; Vahdati, Sahar (Ed.): Semantics, Analytics, Visualization - 3rd International Workshop, SAVE-SD 2017, Perth, Australia, April 3, 2017, and 4th International Workshop, SAVE-SD 2018, Lyon, France, April 24, 2018, Revised Selected Papers, pp. 1–14, Springer, 2018.
New Trends in Databases and Information Systems: Contributions from ADBIS 2017 Workshops Proceedings Article
In: Kirikova, Marite; Nørvåg, Kjetil; Papadopoulos, George A.; Gamper, Johann; Wrembel, Robert; Darmont, Jérôme; Rizzi, Stefano (Ed.): New Trends in Databases and Information Systems - ADBIS 2017 Short Papers and Workshops, AMSD, BigNovelTI, DAS, SW4CH, DC, Nicosia, Cyprus, September 24-27, 2017, Proceedings, pp. 111–122, Springer, 2017.
Exploiting Interlinked Research Metadata Proceedings Article
In: Kamps, Jaap; Tsakonas, Giannis; Manolopoulos, Yannis; Iliadis, Lazaros S.; Karydis, Ioannis (Ed.): Research and Advanced Technology for Digital Libraries - 21st International Conference on Theory and Practice of Digital Libraries, TPDL 2017, Thessaloniki, Greece, September 18-21, 2017, Proceedings, pp. 3–14, Springer, 2017.
Towards a Knowledge Graph Representing Research Findings by Semantifying Survey Articles Proceedings Article
In: Kamps, Jaap; Tsakonas, Giannis; Manolopoulos, Yannis; Iliadis, Lazaros S.; Karydis, Ioannis (Ed.): Research and Advanced Technology for Digital Libraries - 21st International Conference on Theory and Practice of Digital Libraries, TPDL 2017, Thessaloniki, Greece, September 18-21, 2017, Proceedings, pp. 315–327, Springer, 2017.
Analysing Scholarly Communication Metadata of Computer Science Events Proceedings Article
In: Kamps, Jaap; Tsakonas, Giannis; Manolopoulos, Yannis; Iliadis, Lazaros S.; Karydis, Ioannis (Ed.): Research and Advanced Technology for Digital Libraries - 21st International Conference on Theory and Practice of Digital Libraries, TPDL 2017, Thessaloniki, Greece, September 18-21, 2017, Proceedings, pp. 342–354, Springer, 2017.
SAVE-SD 2017: Third Workshop on Semantics, Analytics and Visualisation: Enhancing Scholarly Data Proceedings Article
In: Barrett, Rick; Cummings, Rick; Agichtein, Eugene; Gabrilovich, Evgeniy (Ed.): Proceedings of the 26th International Conference on World Wide Web Companion, Perth, Australia, April 3-7, 2017, pp. 1681–1682, ACM, 2017.
Facilitating the Management and Analysis of Scholarly Communication Metadata Proceedings Article
In: Ciancarini, Paolo; Poggi, Francesco; Horridge, Matthew; Zhao, Jun; Groza, Tudor; Suárez-Figueroa, Mari Carmen; d'Aquin, Mathieu; Presutti, Valentina (Ed.): Knowledge Engineering and Knowledge Management - EKAW 2016 Satellite Events, EKM and Drift-an-LOD, Bologna, Italy, November 19-23, 2016, Revised Selected Papers, pp. 278–285, Springer, 2016.
OpenResearch: Collaborative Management of Scholarly Communication Metadata Proceedings Article
In: Blomqvist, Eva; Ciancarini, Paolo; Poggi, Francesco; Vitali, Fabio (Ed.): Knowledge Engineering and Knowledge Management - 20th International Conference, EKAW 2016, Bologna, Italy, November 19-23, 2016, Proceedings, pp. 778–793, 2016.
Identifying and Improving Dataset References in Social Sciences Full Texts Proceedings Article
In: Loizides, Fernando; Schmidt, Birgit (Ed.): Positioning and Power in Academic Publishing: Players, Agents and Agendas, 20th International Conference on Electronic Publishing, Göttingen, Germany, June 7-9, 2016, pp. 105–114, IOS Press, 2016.
Semantic Publishing Challenge - Assessing the Quality of Scientific Output in Its Ecosystem Proceedings Article
In: Sack, Harald; Dietze, Stefan; Tordai, Anna; Lange, Christoph (Ed.): Semantic Web Challenges - Third SemWebEval Challenge at ESWC 2016, Heraklion, Crete, Greece, May 29 - June 2, 2016, Revised Selected Papers, pp. 243–254, Springer, 2016.
Semantic Publishing Challenge - Assessing the Quality of Scientific Output by Information Extraction and Interlinking Proceedings Article
In: Gandon, Fabien; Cabrio, Elena; Stankovic, Milan; Zimmermann, Antoine (Ed.): Semantic Web Evaluation Challenges - Second SemWebEval Challenge at ESWC 2015, Portorož, Slovenia, May 31 - June 4, 2015, Revised Selected Papers, pp. 65–80, Springer, 2015.
Towards Linked Data Update Notifications Reviewing and Generalizing the SparqlPuSH Approach Proceedings Article
In: Dimou, Anastasia; Ossenbruggen, Jacco; Sande, Miel Vander; Vidal, Maria-Esther (Ed.): Proceedings of the Workshop on Negative or Inconclusive Results in Semantic Web, NoISE 2015, Co-located with the 12th Extended Semantic Web Conference (ESWC 2015), Portoroz, Slovenia, June 1st, 2015, CEUR-WS.org, 2015.
OpenCourseWare observatory: does the quality of OpenCourseWare live up to its promise? Proceedings Article
In: Baron, Josh; Lynch, Grace; Maziarz, Nicole; Blikstein, Paulo; Merceron, Agathe; Siemens, George (Ed.): Proceedings of the Fifth International Conference on Learning Analytics And Knowledge, LAK '15, Poughkeepsie, NY, USA, March 16-20, 2015, pp. 73–82, ACM, 2015.
Mapping Large Scale Research Metadata to Linked Data: A Performance Comparison of HBase, CSV and XML Proceedings Article
In: Garoufallou, Emmanouel; Hartley, Richard J.; Gaitanou, Panorea (Ed.): Metadata and Semantics Research - 9th Research Conference, MTSR 2015, Manchester, UK, September 9-11, 2015, Proceedings, pp. 261–273, Springer, 2015.
Identifying research schools using enriched bibliographical metadata Proceedings Article
In: Lindstaedt, Stefanie N. (Ed.): 14th International Conference on Knowledge Management and Data-driven Business, I-KNOW '14, Graz, Austria, September 16-19, 2014, pp. 39:1–39:4, ACM, 2014.
A Flexible System for a Comprehensive Analysis of Bibliographical Data Proceedings Article
In: Monfort, Valérie; Krempels, Karl-Heinz (Ed.): WEBIST 2014 - Proceedings of the 10th International Conference on Web Information Systems and Technologies, Volume 1, Barcelona, Spain, 3-5 April, 2014, pp. 143–151, SciTePress, 2014.
Masters Theses
Design and Development of Murphy System: Generating Meaningful Negative Samples for KGEs Masters Thesis
University of Bonn, Germany, 2022.
Going Beyond the Paradigm of Knowledge Graph Embedding Models Masters Thesis
University of Bonn, 2022.
Unveiling the Effect of using Moebius Transformations on Knowledge Graph Embeddings Masters Thesis
University of Bonn, Germany, 2020.
