Publications
2021
- Published
Deep Information Fusion for Electric Vehicle Charging Station Occupancy Forecasting
Sao, A., Tempelmeier, N. & Demidova, E., 19 Sept 2021, 2021 IEEE International Intelligent Transportation Systems Conference, ITSC 2021. Institute of Electrical and Electronics Engineers Inc., p. 3328-3333 6 p. (IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC; vol. 2021-September).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Triplet Loss for Effective Deployment of Deep Learning Based Driver Identification Models
Zeng, L., Al-Rifai, M., Nolting, M. & Nejd, W., 19 Sept 2021, 2021 IEEE International Intelligent Transportation Systems Conference, ITSC 2021. Institute of Electrical and Electronics Engineers Inc., p. 1328-1333 6 p. (IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC; vol. 2021-September).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
e-IRG e-Infrastructure Commons
Holmgren, S., van Rijn, A., Karayannis, F., Wiebelitz, J. & Maragakis, M., 15 Sept 2021Research output: Exposition/Hearing › Exposition/hearing › Research
- Published
Consequence-Aware Sequential Counterfactual Generation
Naumann, P. & Ntoutsi, E., 10 Sept 2021, Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2021, Proceedings. Oliver, N., Pérez-Cruz, F., Kramer, S., Read, J. & Lozano, J. A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 682-698 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12976 LNAI).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Visualizing Copyright-Protected Video Archive Content Through Similarity Search
Pustu-Iren, K., Müller-Budack, E., Hakimov, S. & Ewerth, R., 7 Sept 2021, Linking Theory and Practice of Digital Libraries: 25th International Conference on Theory and Practice of Digital Libraries, TPDL 2021, Virtual Event, September 13–17, 2021, Proceedings. Berget, G., Hall, M. M., Brenn, D. & Kumpulainen, S. (eds.). Cham: Springer Science and Business Media Deutschland GmbH, p. 123-127 5 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12866 LNCS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Unsupervised Video Summarization via Multi-source Features
Kanafani, H., Ghauri, J. A., Hakimov, S. & Ewerth, R., 1 Sept 2021, ICMR 2021: Proceedings of the 2021 International Conference on Multimedia Retrieval. p. 466-470 5 p. (ICMR 2021 - Proceedings of the 2021 International Conference on Multimedia Retrieval).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Analysing the evolution of computer science events leveraging a scholarly knowledge graph: a scientometrics study of top-ranked events in the past decade
Lackner, A., Fathalla, S., Nayyeri, M., Behrend, A., Manthey, R., Auer, S., Lehmann, J. & Vahdati, S., Sept 2021, In: SCIENTOMETRICS. 126, 9, p. 8129-8151 23 p.Research output: Contribution to journal › Article › Research › peer review
- Published
Calibrating mini-mental state examination scores to predict misdiagnosed dementia patients
Vyas, A., Aisopos, F., Vidal, M. E., Garrard, P. & Paliouras, G., Sept 2021, In: Applied Sciences (Switzerland). 11, 17, 17 p., 8055.Research output: Contribution to journal › Article › Research › peer review
- Published
Extracting per Query Valid Explanations for Blackbox Learning-to-Rank Models
Singh, J., Khosla, M., Zhenye, W. & Anand, A., 31 Aug 2021, ICTIR 2021 - Proceedings of the 2021 ACM SIGIR International Conference on Theory of Information Retrieval. p. 203-210 8 p. (ICTIR 2021 - Proceedings of the 2021 ACM SIGIR International Conference on Theory of Information Retrieval).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
A Fair and Comprehensive Comparison of Multimodal Tweet Sentiment Analysis Methods
Cheema, G. S., Hakimov, S., Müller-Budack, E. & Ewerth, R., 27 Aug 2021, MMPT 2021: Proceedings of the 2021 Workshop on Multi-Modal Pre-Training for Multimedia Understanding. p. 37-45 9 p. (MMPT 2021 - Proceedings of the 2021 Workshop on Multi-Modal Pre-Training for Multimedia Understanding).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Unsupervised Training Data Generation of Handwritten Formulas using Generative Adversarial Networks with Self-Attention
Springstein, M., Müller-Budack, E. & Ewerth, R., 27 Aug 2021, MMPT 2021 : Proceedings of the 2021 Workshop on Multi-Modal Pre-Training for Multimedia Understanding. p. 46-54 9 p. (MMPT 2021 - Proceedings of the 2021 Workshop on Multi-Modal Pre-Training for Multimedia Understanding).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Evaluating Dataset Creation Heuristics for Concept Detection in Web Pages Using BERT
Paris, M. & Jäschke, R., 7 Aug 2021, Knowledge Science, Engineering and Management : 14th International Conference, KSEM 2021, Tokyo, Japan, August 14–16, 2021, Proceedings, Part II. Qiu, H., Zhang, C., Fei, Z., Qiu, M. & Kung, S.-Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 163-175 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12816 LNAI).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Event Detection in Wikipedia Edit History Improved by Documents Web Based Automatic Assessment
Fisichella, M. & Ceroni, A., 4 Aug 2021, In: Big Data and Cognitive Computing. 5, 3, 34.Research output: Contribution to journal › Article › Research › peer review
- Published
Access methods to analyse the PastWeb
Demidova, E., 1 Aug 2021, The Past Web: Exploring Web Archives. Springer International Publishing AG, p. 69-70 2 p.Research output: Chapter in book/report/conference proceeding › Contribution to book/anthology › Research › peer review
- Published
A holistic view on web archives
Holzmann, H. & Nejdl, W., 1 Aug 2021, The Past Web: Exploring Web Archives. Springer International Publishing AG, p. 85-99 15 p.Research output: Chapter in book/report/conference proceeding › Contribution to book/anthology › Research › peer review
- Published
Preface
Gomes, D., Demidova, E., Winters, J. & Risse, G. T., 1 Aug 2021, The Past Web: Exploring Web Archives. Springer International Publishing AG, p. xi-xiiiResearch output: Chapter in book/report/conference proceeding › Foreword/postscript › Research › peer review
- Published
Incorporating domain knowledge for extractive summarization of legal case documents
Bhattacharya, P., Poddar, S., Rudra, K., Ghosh, K. & Ghosh, S., 27 Jul 2021, Proceedings of the 18th International Conference on Artificial Intelligence and Law, ICAIL 2021. p. 22-31 10 p. (Proceedings of the 18th International Conference on Artificial Intelligence and Law, ICAIL 2021).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
MulCoB-MulFaV: Multimodal Content Based Multilingual Fact Verification
Roy, A. & Ekbal, A., 18 Jul 2021, IJCNN 2021 - International Joint Conference on Neural Networks, Proceedings. Institute of Electrical and Electronics Engineers Inc., 8 p. (Proceedings of the International Joint Conference on Neural Networks; vol. 2021-July).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
GeoWINE: Geolocation based Wiki, Image, News and Event Retrieval
Tahmasebzadeh, G., Kacupaj, E., Müller-Budack, E., Hakimov, S., Ewerth, R. & Lehmann, J., 11 Jul 2021, SIGIR 2021: Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval. p. 2565-2569 5 p. 3462786. (SIGIR 2021 - Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
QuTI! Quantifying Text-Image Consistency in Multimodal Documents
Springstein, M., Müller-Budack, E. & Ewerth, R., 11 Jul 2021, SIGIR 2021: Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval. p. 2575-2579 5 p. 3462796. (SIGIR 2021 - Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Creating Event-Centric Collections from Web Archives
Demidova, E. & Risse, T., 1 Jul 2021, The Past Web: Exploring Web Archives. Cham: Springer International Publishing AG, p. 57-67 11 p.Research output: Chapter in book/report/conference proceeding › Contribution to book/anthology › Research › peer review
- Published
Image Analytics in Web Archives
Müller-Budack, E., Pustu-Iren, K., Diering, S., Springstein, M. & Ewerth, R., 1 Jul 2021, The Past Web: Exploring Web Archives. Cham: Springer International Publishing AG, p. 141-151 11 p.Research output: Chapter in book/report/conference proceeding › Contribution to book/anthology › Research › peer review
- Published
Topic space trajectories: A case study on machine learning literature
Schaefermeier, B., Stumme, G. & Hanika, T., Jul 2021, In: SCIENTOMETRICS. 126, 7, p. 5759-5795 37 p.Research output: Contribution to journal › Article › Research › peer review
- Published
Decision-support system for offshore wind farm installation
Peng, S., Szczerbicka, H., Becker, M., Rippel, D. & Lütjen, M., 20 Jun 2021, The proceedings of the Thirty-First (2021) International Ocean and Polar Engineering Conference: ISOPE-2021 : Rhodes, Greece (hybrid), June 20-25, 2021. Cupertino, California, USA: International Society of Offshore and Polar Engineers, p. 535-542 8 p. (Proceedings of the International Offshore and Polar Engineering Conference).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Evaluation of Automated Image Descriptions for Visually Impaired Students
Hoppe, A., Morris, D. & Ewerth, R., 12 Jun 2021, Artificial Intelligence in Education: 22nd International Conference, AIED 2021, Utrecht, The Netherlands, June 14–18, 2021, Proceedings, Part II. Roll, I., McNamara, D., Sosnovsky, S., Luckin, R. & Dimitrova, V. (eds.). Cham, p. 196-201 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12749 LNAI).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Predicting Knowledge Gain During Web Search Based on Multimedia Resource Consumption
Otto, C., Yu, R., Pardi, G., Von Hoyer, J., Rokicki, M., Hoppe, A., Holtz, P., Kammerer, Y., Dietze, S. & Ewerth, R., 11 Jun 2021, Artificial Intelligence in Education: 22nd International Conference, AIED 2021, Utrecht, The Netherlands, June 14–18, 2021, Proceedings, Part I. Roll, I., McNamara, D., Sosnovsky, S., Luckin, R. & Dimitrova, V. (eds.). Vol. 1. p. 318-330 13 p. Chapter 26. (Artificial Intelligence in Education; vol. 12748).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Eudetector: Leveraging language model to identify eu-related news
Rudra, K., Tran, D. & Shaltev, M., 3 Jun 2021, The Web Conference 2021 - Companion of the World Wide Web Conference, WWW 2021. p. 380-384 5 p. (The Web Conference 2021 - Companion of the World Wide Web Conference, WWW 2021).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Analyzing European Migrant-related Twitter Deliberations
Khatua, A. & Nejdl, W., Jun 2021, WWW '21: Companion Proceedings of the Web Conference 2021. p. 166-170 5 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Multimodal news analytics using measures of cross-modal entity and context consistency
Müller-Budack, E., Theiner, J., Diering, S., Idahl, M., Hakimov, S. & Ewerth, R., Jun 2021, In: Int. J. Multim. Inf. Retr.. 10, 2, p. 111-125 15 p.Research output: Contribution to journal › Article › Research › peer review
- Published
Plumber: A Modular Framework to Create Information Extraction Pipelines
Jaradeh, M. Y., Singh, K., Stocker, M. & Auer, S., Jun 2021, The Web Conference 2021 : Companion of the World Wide Web Conference, WWW 2021. p. 678-679 2 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Topic-independent modeling of user knowledge in informational search sessions
Yu, R., Tang, R., Rokicki, M., Gadiraju, U. & Dietze, S., Jun 2021, In: Information retrieval journal. 24, 3, p. 240-268 29 p.Research output: Contribution to journal › Article › Research › peer review
- Published
Correlation-Aware Heuristic Search for Intelligent Virtual Machine Provisioning in Cloud Systems
Luo, C., Qiao, B., Xing, W., Chen, X., Zhao, P., Du, C., Yao, R., Zhang, H., Wu, W., Cai, S., He, B., Rajmohan, S. & Lin, Q., 18 May 2021, 35th AAAI Conference on Artificial Intelligence, AAAI 2021. p. 12363-12372 10 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
PULNS: Positive-Unlabeled Learning with Effective Negative Sample Selector
Luo, C., Zhao, P., Chen, C., Qiao, B., Du, C., Zhang, H., Wu, W., Cai, S., He, B., Rajmohan, S. & Lin, Q., 18 May 2021, In: Proceedings of the AAAI Conference on Artificial Intelligence. 35, 10, p. 8784-8792 9 p.Research output: Contribution to journal › Conference article › Research › peer review
- Published
An Online Learning Algorithm for Non-stationary Imbalanced Data by Extra-Charging Minority Class
Siahroudi, S. K. & Kudenko, D., 9 May 2021, Advances in Knowledge Discovery and Data Mining : 25th Pacific-Asia Conference, PAKDD 2021, Virtual Event, May 11–14, 2021, Proceedings, Part I. Karlapalem, K., Cheng, H., Ramakrishnan, N., Agrawal, R. K., Reddy, P. K., Srivastava, J. & Chakraborty, T. (eds.). Springer Science and Business Media Deutschland GmbH, p. 603-615 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12712 LNAI).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
FARF: A Fair and Adaptive Random Forests Classifier
Zhang, W., Bifet, A., Zhang, X., Weiss, J. C. & Nejdl, W., 8 May 2021, Advances in Knowledge Discovery and Data Mining: 25th Pacific-Asia Conference, PAKDD 2021, Proceedings. Karlapalem, K., Cheng, H., Ramakrishnan, N., Agrawal, R. K., Reddy, P. K., Srivastava, J. & Chakraborty, T. (eds.). Cham: Springer Science and Business Media Deutschland GmbH, p. 245-256 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12713 LNAI).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
A Comparative Study for Unsupervised Network Representation Learning
Khosla, M., Setty, V. & Anand, A., 1 May 2021, In: IEEE Transactions on Knowledge and Data Engineering. 33, 5, p. 1807-1818 12 p.Research output: Contribution to journal › Article › Research › peer review
- Published
AutoCCAG: An automated approach to constrained covering array generation
Luo, C., Lin, J., Cai, S., Chen, X., He, B., Qiao, B., Zhao, P., Lin, Q., Zhang, H., Wu, W., Rajmohan, S. & Zhang, D., May 2021, Proceedings - 2021 IEEE/ACM 43rd International Conference on Software Engineering, ICSE 2021. IEEE Computer Society, p. 201-212 12 p. (Proceedings - International Conference on Software Engineering).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- E-pub ahead of print
Multi-Fair Pareto Boosting
Roy, A., Iosifidis, V. & Ntoutsi, E., 27 Apr 2021, (E-pub ahead of print).Research output: Working paper/Preprint › Preprint
- Published
Analyzing a Knowledge Graph of Industry 4.0 Standards
Grangel-González, I. & Vidal, M. E., 19 Apr 2021, The Web Conference 2021: Companion of the World Wide Web Conference, WWW 2021. p. 16-25 10 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Hashing-accelerated graph neural networks for link prediction
Wu, W., Li, B., Luo, C. & Nejdl, W., 19 Apr 2021, WWW '21: Proceedings of the Web Conference 2021. p. 2910-2920 11 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Managing Knowledge in Energy Data Spaces
Janev, V., Vidal, M. E., Endris, K. & Pujic, D., 19 Apr 2021, The Web Conference 2021: Companion of the World Wide Web Conference, WWW 2021. p. 7-15 9 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Trav-SHACL: Efficiently validating networks of SHACL constraints
Figuera, M., Rohde, P. D. & Vidal, M. E., 19 Apr 2021, The Web Conference 2021: Proceedings of the World Wide Web Conference, WWW 2021. p. 3337-3348 12 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Crowdsourcing Scholarly Discourse Annotations
Oelen, A., Stocker, M. & Auer, S., 14 Apr 2021, IUI '21: 26th International Conference on Intelligent User Interfaces. Association for Computing Machinery (ACM), p. 464-474 11 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Localization of cochlear implant electrodes from cone beam computed tomography using particle belief propagation
Hachmann, T. H., Krüger, B., Rosenhahn, B. & Nogueira, W., 13 Apr 2021, 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI 2021). IEEE Computer Society, p. 593-597 5 p. 9433845. (Proceedings - International Symposium on Biomedical Imaging; vol. 2021-April).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
OEKG: The open event knowledge graph
Gottschalk, S., Kacupaj, E., Abdollahi, S., Alves, D., Amaral, G., Koutsiana, E., Kuculo, T., Major, D., Mello, C., Cheema, G. S., Sittar, A., Swati, Tahmasebzadeh, G. & Thakkar, G., 12 Apr 2021, Cross-lingual Event-centric Open Analytics: Proceedings of the 2nd International Workshop on Cross-lingual Event-centric Open Analytics co-located with the 30th The Web Conference (WWW 2021). p. 61-75 15 p. (CEUR Workshop Proceedings; vol. 2829).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Mining topological dependencies of recurrent congestion in road networks
Tempelmeier, N., Feuerhake, U., Wage, O. & Demidova, E., 8 Apr 2021, In: ISPRS International Journal of Geo-Information. 10, 4, 248.Research output: Contribution to journal › Article › Research › peer review
- Published
LSTM Based Sentiment Analysis for Cryptocurrency Prediction
Huang, X., Zhang, W., Tang, X., Zhang, M., Surbiryala, J., Iosifidis, V., Liu, Z. & Zhang, J., 6 Apr 2021, Database Systems for Advanced Applications: 26th International Conference, DASFAA 2021, Proceedings. Jensen, C. S., Lim, E.-P., Yang, D.-N., Lee, W.-C., Tseng, V. S., Kalogeraki, V., Huang, J.-W. & Shen, C.-Y. (eds.). Cham: Springer Science and Business Media Deutschland GmbH, p. 617-621 5 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12683 LNCS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- E-pub ahead of print
An In-depth Analysis of Passage-Level Label Transfer for Contextual Document Ranking
Rudra, K., Fernando, Z. T. & Anand, A., 30 Mar 2021, (E-pub ahead of print).Research output: Working paper/Preprint › Preprint
- Published
Coreference Resolution in Research Papers from Multiple Domains
Brack, A., Müller, D. U., Hoppe, A. & Ewerth, R., 27 Mar 2021, Advances in Information Retrieval: 43rd European Conference on IR Research, ECIR 2021, Proceedings. Hiemstra, D., Moens, M.-F., Mothe, J., Perego, R., Potthast, M. & Sebastiani, F. (eds.). Cham, p. 79-97 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12656 LNCS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Migration-Related Semantic Concepts for the Retrieval of Relevant Video Content
Elejalde, E., Galanopoulos, D., Niederée, C. & Mezaris, V., 15 Mar 2021, Intelligent Technologies and Applications: 3rd International Conference, INTAP 2020, Revised Selected Papers. Yildirim Yayilgan, S., Bajwa, I. S. & Sanfilippo, F. (eds.). Cham: Springer Science and Business Media Deutschland GmbH, p. 404-416 13 p. (Communications in Computer and Information Science; vol. 1382).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
A Semantic Layer Querying Tool
Stoffalette João, R., 8 Mar 2021, WSDM '21: Proceedings of the 14th ACM International Conference on Web Search and Data Mining. p. 1101-1104 4 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Explain and Predict, and then Predict Again
Zhang, Z., Rudra, K. & Anand, A., 8 Mar 2021, WSDM 2021 - Proceedings of the 14th ACM International Conference on Web Search and Data Mining. p. 418-426 9 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Neural ocr post-hoc correction of historical corpora
Lyu, L., Koutraki, M., Krickl, M. & Fetahu, B., 4 Mar 2021, In: Transactions of the Association for Computational Linguistics. 9, p. 479-493 15 p.Research output: Contribution to journal › Article › Research › peer review
- E-pub ahead of print
A deep learning approach to identify unhealthy advertisements in street view images
Palmer, G., Green, M., Boyland, E., Vasconcelos, Y. S. R., Savani, R. & Singleton, A., 1 Mar 2021, (E-pub ahead of print) In: Scientific reports. 11, 4884.Research output: Contribution to journal › Article › Research › peer review
- Published
Linking OpenStreetMap with knowledge graphs: Link discovery for schema-agnostic volunteered geographic information
Tempelmeier, N. & Demidova, E., Mar 2021, In: Future generation computer systems. 116, p. 349-364 16 p.Research output: Contribution to journal › Article › Research › peer review
- Published
Capturing protein domain structure and function using self-supervision on domain architectures
Melidis, D. P. & Nejdl, W., 19 Jan 2021, In: Algorithms. 14, 1, 28.Research output: Contribution to journal › Article › Research › peer review
- E-pub ahead of print
Revisiting the Auction Algorithm for Weighted Bipartite Perfect Matchings
Khosla, M. & Anand, A., 18 Jan 2021, (E-pub ahead of print).Research output: Working paper/Preprint › Preprint
- Published
ViruSurf: an integrated database to investigate viral sequences
Canakoglu, A., Pinoli, P., Bernasconi, A., Alfonsi, T., Melidis, D. & Ceri, S., 8 Jan 2021, In: Nucleic Acids Research. 49, D1, p. D817-D824Research output: Contribution to journal › Article › Research › peer review
- Published
Storytelling with Children in Informal Contexts: Learning to Narrate Across the Offline/Online Boundaries
Bortoluzzi, M., Bertoldi, E. & Marenzi, I., 1 Jan 2021, Multimodal Literacies Across Digital Learning Contexts. Taylor and Francis Inc., p. 72-89 18 p.Research output: Chapter in book/report/conference proceeding › Contribution to book/anthology › Research › peer review
- Published
A comprehensive quality assessment framework for scientific events
Vahdati, S., Fathalla, S., Lange, C., Behrend, A., Say, A., Say, Z. & Auer, S., Jan 2021, In: SCIENTOMETRICS. 126, 1, p. 641-682 42 p.Research output: Contribution to journal › Article › Research › peer review
- Published
A Cascading Online-Simulation Framework to Optimize Installation Cycles for Offshore Wind Farms
Rippel, D., Lütjen, M., Szczerbicka, H. & Freitag, M., 2021, 2021 Winter Simulation Conference, WSC 2021. Kim, S. (ed.). [Piscataway, NJ]: Institute of Electrical and Electronics Engineers Inc., 12 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
A Multimodal Approach for Semantic Patent Image Retrieval
Pustu-Iren, K., Bruns, G. & Ewerth, R., 2021, Patent Text Mining and Semantic Technologies 2021: Proceedings of the 2nd Workshop on Patent Text Mining and Semantic Technologies (PatentSemTech) 2021 co-located with the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2021). p. 45-49 5 p. (CEUR Workshop Proceedings; vol. 2909).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
A Review on Recent Advances in Video-based Learning Research: Video Features, Interaction, Tools, and Technologies
Navarrete, E., Hoppe, A. & Ewerth, R., 2021, CIKM 2021 Workshops: Proceedings of the CIKM 2021 Workshops co-located with 30th ACM International Conference on Information and Knowledge Management (CIKM 2021). (CEUR Workshop Proceedings; vol. 3052).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Automated Mining of Leaderboards for Empirical AI Research
Kabongo, S., D’Souza, J. & Auer, S., 2021, Towards Open and Trustworthy Digital Societies: 23rd International Conference on Asia-Pacific Digital Libraries, ICADL 2021, Proceedings. Ke, H.-R., Lee, C. S. & Sugiyama, K. (eds.). Springer Nature Switzerland AG, p. 453-470 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13133).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Better Call the Plumber: Orchestrating Dynamic Information Extraction Pipelines
Jaradeh, M. Y., Singh, K., Stocker, M., Both, A. & Auer, S., 2021, Web Engineering : 21st International Conference, ICWE 2021Biarritz, France, May 18–21, 2021Proceedings. Brambilla, M., Chbeir, R., Frasincar, F. & Manolescu, I. (eds.). Springer Science and Business Media Deutschland GmbH, p. 240-254 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12706 LNCS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Building Multilingual Corpora for a Complex Named Entity Recognition and Classification Hierarchy using Wikipedia and DBpedia
Alves, D., Thakkar, G., Amaral, G., Kuculo, T. & Tadic, M., 2021, Conference on Digital Curation Technologies: Proceedings of the Conference on Digital Curation Technologies (Qurator 2021). 11 p. (CEUR Workshop Proceedings; vol. 2836).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Canonpose: Self-supervised monocular 3D human pose estimation in the wild
Wandt, B., Rudolph, M., Zell, P., Rhodin, H. & Rosenhahn, B., 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2021. IEEE Computer Society, p. 13289-13299 11 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Citation Recommendation for Research Papers via Knowledge Graphs
Brack, A., Hoppe, A. & Ewerth, R., 2021, Linking Theory and Practice of Digital Libraries : 25th International Conference on Theory and Practice of Digital Libraries, TPDL 2021, Virtual Event, September 13–17, 2021, Proceedings. Berget, G., Hall, M. M., Brenn, D. & Kumpulainen, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 165-174 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12866 LNCS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
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Cuboids Revisited: Learning Robust 3D Shape Fitting to Single RGB Images
Kluger, F., Ackermann, H., Brachmann, E., Yang, M. Y. & Rosenhahn, B., 2021, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Institute of Electrical and Electronics Engineers Inc., p. 13065-13074 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
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Domain-Specific Modeling of User Knowledge in Informational Search Sessions
Tang, R., Yu, R., Rokicki, M., Ewerth, R. & Dietze, S., 2021, CIKM 2021 Workshops: Proceedings of the CIKM 2021 Workshops co-located with 30th ACM International Conference on Information and Knowledge Management (CIKM 2021). (CEUR Workshop Proceedings; vol. 3052).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
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Drift-Aware Multi-Memory Model for Imbalanced Data Streams
Abolfazli, A. & Ntoutsi, E., 2021, 2020 IEEE International Conference on Big Data (Big Data). Wu, X., Jermaine, C., Xiong, L., Hu, X. T., Kotevska, O., Lu, S., Xu, W., Aluru, S., Zhai, C., Al-Masri, E., Chen, Z. & Saltz, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 878-885 8 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
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Efficient Scalable Temporal Web Graph Store
Vo, K. D., Zerr, S., Zhu, X. & Nejdl, W., 2021, 2021 IEEE International Conference on Big Data (Big Data). Chen, Y., Ludwig, H., Tu, Y., Fayyad, U., Zhu, X., Hu, X. T., Byna, S., Liu, X., Zhang, J., Pan, S., Papalexakis, V., Wang, J., Cuzzocrea, A. & Ordonez, C. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 263-273 11 p. (Proceedings - 2021 IEEE International Conference on Big Data, Big Data 2021).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
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Enhancing virtual ontology based access over tabular data with Morph-CSV
Chaves-Fraga, D., Ruckhaus, E., Priyatna, F., Vidal, M. E. & Corcho, O., 2021, In: Semantic Web. 12, 6, p. 869-902 34 p.Research output: Contribution to journal › Article › Research › peer review
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Fair-Capacitated Clustering
Quy, T. L., Roy, A., Friege, G. & Ntoutsi, E., 2021, Proceedings of The 14th International Conference on Educational Data Mining (EDM 2021). Hsiao, I.-H., Sahebi, S., Bouchet, F. & Vie , J.-J. (eds.). p. 407-414Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
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Federating Scholarly Infrastructures with GraphQL
Haris, M., Farfar, K. E., Stocker, M. & Auer, S., 2021, Towards Open and Trustworthy Digital Societies: 23rd International Conference on Asia-Pacific Digital Libraries, ICADL 2021, Proceedings. Ke, H.-R., Lee, C. S. & Sugiyama, K. (eds.). Cham: Springer Nature Switzerland AG, p. 308-324 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13133).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
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From Cleaning before ML to Cleaning for ML.
Neutatz, F., Chen, B., Abedjan, Z. & Wu, E., 2021, In: IEEE Data Eng. Bull.. 44, 1, p. 24-41 18 p., 1.Research output: Contribution to journal › Article › Research › peer review
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Graph Learning based Generation of Abstractions for Reinforcement Learning
Xue, Y., Kudenko, D. & Khosla, M., 2021.Research output: Contribution to conference › Paper › Research › peer review
- E-pub ahead of print
HPOBench: A Collection of Reproducible Multi-Fidelity Benchmark Problems for HPO
Eggensperger, K., Müller, P., Mallik, N., Feurer, M., Sass, R., Awad, N., Lindauer, M. & Hutter, F., 2021, (E-pub ahead of print) Proceedings of the international conference on Neural Information Processing Systems (NeurIPS) (Datasets and Benchmarks Track). 36 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
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Introduction to an Adaptive Remaining Useful Life Prediction for forming tools
Kellermann, C., Munderloh, M., Neumann, E., Adhisantoso, Y. G. & Ostermann, J., 2021, 2021 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM). p. 1297-1302 6 p. (IEEE/ASME International Conference on Advanced Intelligent Mechatronics, AIM; vol. 2021-July).Research output: Chapter in book/report/conference proceeding › Conference contribution › Transfer › peer review
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KnowGraph-PM: A Knowledge Graph Based Pricing Model for Semiconductor Supply Chains
Ramzy, N., Auer, S., Chamanara, J. & Ehm, H., 2021, Computer and Information Science 2021 - Summer. Lee, R. (ed.). Springer Science and Business Media Deutschland GmbH, p. 61-75 15 p. (Studies in Computational Intelligence; vol. 985).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
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L3S at the TREC 2021 Deep Learning Track
Leonhardt, J., Rudra, K. & Anand, A., 2021. 6 p.Research output: Contribution to conference › Paper › Research › peer review
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Latent Property State Abstraction For Reinforcement learning
Burden, J., Siahroudi, S. K. & Kudenko, D., 2021. 8 p.Research output: Contribution to conference › Paper › Research › peer review
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Leveraging a Federation of Knowledge Graphs to Improve Faceted Search in Digital Libraries
Heidari, G., Ramadan, A., Stocker, M. & Auer, S., 2021, Linking Theory and Practice of Digital Libraries : 25th International Conference on Theory and Practice of Digital Libraries, TPDL 2021, Proceedings. Berget, G., Hall, M. M., Brenn, D. & Kumpulainen, S. (eds.). p. 141-152 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12866 LNCS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
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Membership Inference Attack on Graph Neural Networks
Olatunji, I. E., Nejdl, W. & Khosla, M., 2021, Proceedings - 2021 3rd IEEE International Conference on Trust, Privacy and Security in Intelligent Systems and Applications, TPS-ISA 2021. Institute of Electrical and Electronics Engineers Inc., p. 11-20 10 p. (Proceedings - 2021 3rd IEEE International Conference on Trust, Privacy and Security in Intelligent Systems and Applications, TPS-ISA 2021).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Monocular Depth Estimation via Listwise Ranking using the Plackett-Luce Model
Lienen, J., Hüllermeier, E., Ewerth, R. & Nommensen, N., 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2021. IEEE Computer Society, p. 14590-14599 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
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On Informative Tweet Identification for Tracking Mass Events
João, R. S., 2021, Proceedings of the 13th International Conference on Agents and Artificial Intelligence: ICAART 2021. Rocha, A. P., Steels, L. & van den Herik, J. (eds.). p. 1266-1273 8 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
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On the Impact of Features and Classifiers for Measuring Knowledge Gain during Web Search: A Case Study
Gritz, W., Hoppe, A. & Ewerth, R., 2021, CIKM 2021 Workshops: Proceedings of the CIKM 2021 Workshops co-located with 30th ACM International Conference on Information and Knowledge Management (CIKM 2021). (CEUR Workshop Proceedings; vol. 3052).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
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On the limited impact of visualizing encryption: Perceptions of E2E messaging security
Stransky, C., Wermke, D., Schrader, J., Huaman, N., Acar, Y., Fehlhaber, A. L., Wei, M., Ur, B. & Fahl, S., 2021, Proceedings of the 17th Symposium on Usable Privacy and Security, SOUPS 2021. p. 437-454 18 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
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Ontology-driven event type classification in images
Muller-Budack, E., Springstein, M., Hakimov, S., Mrutzek, K. & Ewerth, R., 2021, Proceedings - 2021 IEEE Winter Conference on Applications of Computer Vision, WACV 2021. Institute of Electrical and Electronics Engineers Inc., p. 2927-2937 11 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
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Pattern-Based Acquisition of Scientific Entities from Scholarly Article Titles
D’Souza, J. & Auer, S., 2021, Towards Open and Trustworthy Digital Societies: 23rd International Conference on Asia-Pacific Digital Libraries, ICADL 2021, Proceedings. Ke, H.-R., Lee, C. S. & Sugiyama, K. (eds.). Cham: Springer Nature Switzerland AG, p. 401-410 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13133).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
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Preface
Obaidat, M. S., Ören, T. & Szczerbicka, H., 2021, In: Advances in Intelligent Systems and Computing. 1260 AISCResearch output: Contribution to journal › Editorial in journal › Research › peer review
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Preface
Demidova, E., Hakimov, S., Winters, J. & Tadić, M., 2021, CLEOPATRA 2021 Cross-lingual Event-centric Open Analytics: Proceedings of the 2nd International Workshop on Cross-lingual Event-centric Open Analytics co-located with the 30th The Web Conference (WWW 2021). p. 1 1 p. (CEUR Workshop Proceedings; vol. 2829).Research output: Chapter in book/report/conference proceeding › Foreword/postscript › Research › peer review
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Preface: DISCO2021 - Digital infrastructures for scholarly content objects at JCDL2021
Balke, W. T., de Waard, A., Fu, Y., Hua, B., Schneider, J., Song, N., Wang, X., Aizawa, A., Allen, B., Auer, S., Bölling, C., Boudin, F., Burns, G., Chan, J., Clark, T., D'Souza, J., Fox, E., Green, N., Kroll, H., Oelen, A., Rando, H., Stoeger, T. & Stocker, M., 2021, Digital Infrastructures for Scholarly Content Objects 2021: Proceedings of the Workshop on Digital Infrastructures for Scholarly Content Objects (DISCO 2021) co-located with ACM/IEEE Joint Conference on Digital Libraries 2021(JCDL 2021). (CEUR Workshop Proceedings; vol. 2976).Research output: Chapter in book/report/conference proceeding › Foreword/postscript › Research › peer review
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Question Answering over Electronic Devices: A New Benchmark Dataset and a Multi-Task Learning based QA Framework
Nandy, A., Sharma, S., Maddhashiya, S., Sachdeva, K., Goyal, P. & Ganguly, N., 2021, Findings of the Association for Computational Linguistics, Findings of ACL: EMNLP 2021. Moens, M.-F., Huang, X., Specia, L. & Yih, S.W.-T. (eds.). p. 4600-4609 10 p. (Findings of the Association for Computational Linguistics, Findings of ACL: EMNLP 2021).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
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Reinforcement Learning with Quantitative Verification for Assured Multi-Agent Policies
Riley, J., Calinescu, R., Paterson, C., Kudenko, D. & Banks, A., 2021, Proceedings of the 13th International Conference on Agents and Artificial Intelligence: Volume 2: ICAART . Rocha, A. P., Steels, L. & van den Herik, J. (eds.). p. 237-245 9 p. (ICAART).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
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Robust Regression for Monocular Depth Estimation
Lienen, J., Nommensen, N., Ewerth, R. & Hüllermeier, E., 2021, p. 1001-1016. 16 p.Research output: Contribution to conference › Paper › Research › peer review
- Published
ROXANNE Research Platform: Automate criminal investigations
Fabien, M., Parida, S., Motlicek, P., Zhu, D., Krishnan, A. & Nguyen, H. H., 2021, 22nd Annual Conference of the International Speech Communication Association: INTERSPEECH 2021. p. 2156-2158 3 p. (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH; vol. 3).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
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Same Same But DifferNet: Semi-Supervised Defect Detection with Normalizing Flows
Rudolph, M., Wandt, B. & Rosenhahn, B., 2021, 2021 IEEE Winter Conference on Applications of Computer Vision, WACV 2021. p. 1906-1915 10 p. (Proceedings - 2015 IEEE Winter Conference on Applications of Computer Vision Workshops, WACVW 2021).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Scheduling of Offshore Wind Farm Installation using Simulated Annealing
Peng, S., Rippel, D., Becker, M. & Szczerbicka-Lipinska, H., 2021, In: IFAC-PapersOnLine. 54, 1, p. 325-330 6 p.Research output: Contribution to journal › Conference article › Research
- Published
Semi-Supervised Data Cleaning with Raha and Baran
Mahdavi, M. & Abedjan, Z., 2021, 11th Conference on Innovative Data Systems Research.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research
- E-pub ahead of print
Sequential Sentence Classification in Research Papers using Cross-Domain Multi-Task Learning
Brack, A., Hoppe, A., Buschermöhle, P. & Ewerth, R., 2021, (E-pub ahead of print) 13 p. (CoRR).Research output: Working paper/Preprint › Preprint
- Published
SHACL constraint validation during SPARQL query processing
Rohde, P. D. & Vidal, M. E., 2021, VLDB 2021 PhD Workshop: Proceedings of the VLDB 2021 PhD Workshop co-located with the 47th International Conference on Very Large Databases (VLDB 2021). 4 p. (CEUR Workshop Proceedings; vol. 2971).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
SmartReviews: Towards Human- and Machine-Actionable Reviews
Oelen, A., Stocker, M. & Auer, S., 2021, Linking Theory and Practice of Digital Libraries: 25th International Conference on Theory and Practice of Digital Libraries, TPDL 2021, Proceedings. Berget, G., Hall, M. M., Brenn, D. & Kumpulainen, S. (eds.). p. 181-186 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12866 LNCS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
SmartReviews: Towards Human- and Machine-Actionable Representation of Review Articles
Oelen, A., Stocker, M. & Auer, S., 2021, Towards Open and Trustworthy Digital Societies: 23rd International Conference on Asia-Pacific Digital Libraries, ICADL 2021, Proceedings. Ke, H.-R., Lee, C. S. & Sugiyama, K. (eds.). Cham: Springer Nature Switzerland AG, p. 105-114 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13133).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Supervised video summarization via multiple feature sets with parallel attention
Ghauri, J. A., Hakimov, S. & Ewerth, R., 2021, 2021 IEEE International Conference on Multimedia and Expo: ICME 2021. IEEE Computer Society, (Proceedings - IEEE International Conference on Multimedia and Expo).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
The Dissimilar in the Similar: An Attribute-guided Approach to the Subject-specific Classification of Art-historical Objects
Schneider, S., Springstein, M., Rahnama, J., Hüllermeier, E., Ewerth, R. & Kohle, H., 2021, 50. Jahrestagung der Gesellschaft fur Informatik: Back to the Futures, INFORMATIK 2020. Reussner, R. H., Koziolek, A. & Heinrich, R. (eds.). Gesellschaft fur Informatik (GI), p. 1355-1364 10 p. (Lecture Notes in Informatics (LNI), Proceedings - Series of the Gesellschaft fur Informatik (GI); vol. P-307).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Topic-Guided Knowledge Graph Construction for Argument Mining
Li, W., Abels, P., Ahmadi, Z., Burkhardt, S., Schiller, B., Gurevych, I. & Kramer, S., 2021, 2021 IEEE International Conference on Big Knowledge: (ICBK). Gong, Z., Li, X., Oguducu, S. G., Chen, L., Manjon, B. F. & Wu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 315-322 8 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Towards Benchmarking the Utility of Explanations for Model Debugging
Idahl, M., Lyu, L., Gadiraju, U. & Anand, A., 2021, TrustNL: First Workshop on Trustworthy Natural Language Processing, Proceedings of the Workshop. Pruksachatkun, Y., Ramakrishna, A., Chang, K.-W., Krishna, S., Dhamala, J., Guha, T. & Ren, X. (eds.). p. 68-73 6 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Utilising Assured Multi-Agent Reinforcement Learning within Safety-Critical Scenarios
Riley, J., Calinescu, R., Paterson, C., Kudenko, D. & Banks, A., 2021, In: Procedia Computer Science. 192, p. 1061-1070 10 p.Research output: Contribution to journal › Conference article › Research › peer review
- Published
Visually Connecting Historical Figures Through Event Knowledge Graphs
Latif, S., Agarwal, S., Gottschalk, S., Chrosch, C., Feit, F., Jahn, J., Braun, T., Tchenko, Y. C., Demidova, E. & Beck, F., 2021, 2021 IEEE Visualization Conference : (VIS). Institute of Electrical and Electronics Engineers Inc., p. 156-160 5 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
XPROAX: Local explanations for text classification with progressive neighborhood approximation
Cai, Y., Zimek, A. & Ntoutsi, E., 2021, 2021 IEEE 8th International Conference on Data Science and Advanced Analytics, DSAA 2021. Institute of Electrical and Electronics Engineers Inc., 10 p. (2021 IEEE 8th International Conference on Data Science and Advanced Analytics, DSAA 2021).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
2020
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Call for Special Issue Papers: Evaluation and Experimental Design in Data Mining and Machine Learning
Ntoutsi, E. (Guest editor), Schubert, E. (Guest editor), Zimek, A. (Guest editor) & Zimmermann, A. (Guest editor), 15 Dec 2020, In: Big data. 8, 6, p. 546-547 2 p.Research output: Contribution to journal › Article › Research › peer review
- Published
Compacting Frequent Star Patterns in RDF Graphs
Karim, F., Vidal, M. & Auer, S., Dec 2020, In: Journal of Intelligent Information Systems. 55, 3, p. 561-585 25 p.Research output: Contribution to journal › Article › Research
- Published
No one is perfect: Analysing the performance of question answering components over the DBpedia knowledge graph
Singh, K., Lytra, I., Radhakrishna, A. S., Shekarpour, S., Vidal, M. E. & Lehmann, J., Dec 2020, In: Journal of Web Semantics. 65, 100594.Research output: Contribution to journal › Article › Research › peer review
- Published
NODIS: Neural Ordinary Differential Scene Understanding
Yuren, C., Ackermann, H., Liao, W., Yang, M. Y. & Rosenhahn, B., 14 Nov 2020, Computer Vision – ECCV 2020: 16th European Conference Glasgow, UK, August 23–28, 2020 Proceedings, Part XX. Vedaldi, A., Bischof, H., Brox, T. & Frahm, J.-M. (eds.). p. 636-653 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12365 LNCS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
EventKG+BT: Generation of Interactive Biography Timelines from a Knowledge Graph
Gottschalk, S. & Demidova, E., 11 Nov 2020, The Semantic Web: ESWC 2020 Satellite Events: ESWC 2020 Satellite Events, Heraklion, Crete, Greece, May 31 – June 4, 2020, Revised Selected Papers. Harth, A., Presutti, V., Troncy, R., Acosta, M., Polleres, A., Fernández, J. D., Xavier Parreira, J., Hartig, O., Hose, K. & Cochez, M. (eds.). 1. ed. Cham: Springer Nature Switzerland AG, p. 91-97 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12124).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
MedTable: Extracting Disease Types from Web Tables
Koutraki, M. & Fetahu, B., 11 Nov 2020, The Semantic Web: ESWC 2020 Satellite Events - ESWC 2020, Revised Selected Papers. Harth, A., Presutti, V., Troncy, R., Acosta, M., Polleres, A., Fernández, J. D., Xavier Parreira, J., Hartig, O., Hose, K. & Cochez, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 152-157 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12124 LNCS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
TA-Dash: An Interactive Dashboard for Spatial-Temporal Traffic Analytics
Tempelmeier, N., Sander, A., Feuerhake, U., Löhdefink, M. & Demidova, E., 3 Nov 2020, Proceedings of the 28th International Conference on Advances in Geographic Information Systems, SIGSPATIAL GIS 2020. Lu, C.-T., Wang, F., Trajcevski, G., Huang, Y., Newsam, S. & Xiong, L. (eds.). Association for Computing Machinery (ACM), p. 409-412 4 p. (GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
BERTnesia: Investigating the capture and forgetting of knowledge in BERT
Wallat, J., Singh, J. & Anand, A., Nov 2020, Proceedings of the Third BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP. p. 174–183Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Challenges of Linking Organizational Information in Open Government Data to Knowledge Graphs
Portisch, J., Fallatah, O., Neumaier, S., Jaradeh, M. Y. & Polleres, A., 27 Oct 2020, Knowledge Engineering and Knowledge Management: 22nd International Conference, EKAW 2020, Bolzano, Italy, September 16-20, 2020 Proceedings. Keet, C. M. & Dumontier, M. (eds.). 1. ed. Cham: Springer Nature Switzerland AG, p. 271-286 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12387).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Call for Special Issue Papers: Evaluation and Experimental Design in Data Mining and Machine Learning
Ntoutsi, E. (Guest editor), Schubert, E. (Guest editor), Zimek, A. (Guest editor) & Zimmermann, A. (Guest editor), 19 Oct 2020, In: Big data. 8, 5, p. 456-457 2 p.Research output: Contribution to journal › Article › Research › peer review
- Published
Event-QA: A Dataset for Event-Centric Question Answering over Knowledge Graphs
Souza Costa, T., Gottschalk, S. & Demidova, E., 19 Oct 2020, CIKM 2020 - Proceedings of the 29th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery (ACM), p. 3157-3164 8 p. (International Conference on Information and Knowledge Management, Proceedings).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Falcon 2.0: An Entity and Relation Linking Tool over Wikidata
Sakor, A., Singh, K., Patel, A. & Vidal, M. E., 19 Oct 2020, CIKM 2020: Proceedings of the 29th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery (ACM), p. 3141-3148 8 p. (International Conference on Information and Knowledge Management, Proceedings).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Proceedings of the 29th ACM International Conference on Information & Knowledge Management (CIKM‘20)
D'Aquin, M. (Editor) & Dietze, S. (Editor), 19 Oct 2020, Association for Computing Machinery (ACM). 67 p.Research output: Book/Report › Conference proceeding › Research
- Published
SDM-RDFizer: An RML Interpreter for the Efficient Creation of RDF Knowledge Graphs
Iglesias, E., Jozashoori, S., Chaves-Fraga, D., Collarana, D. & Vidal, M. E., 19 Oct 2020, CIKM 2020: Proceedings of the 29th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery (ACM), p. 3039-3046 8 p. (International Conference on Information and Knowledge Management, Proceedings).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
TweetsCOV19 - A Knowledge Base of Semantically Annotated Tweets about the COVID-19 Pandemic
Dimitrov, D., Baran, E., Fafalios, P., Yu, R., Zhu, X., Zloch, M. & Dietze, S., 19 Oct 2020, CIKM 2020: Proceedings of the 29th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery (ACM), p. 2991-2998 8 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
FairNN: Conjoint Learning of Fair Representations for Fair Decisions
Hu, T., Iosifidis, V., Liao, W., Zhang, H., Ying Yang, M., Ntoutsi, E. & Rosenhahn, B., 15 Oct 2020, Discovery Science - 23rd International Conference, DS 2020, Proceedings: 23rd International Conference. Appice, A., Tsoumakas, G., Manolopoulos, Y. & Matwin, S. (eds.). 1 ed. Cham, p. 581-595 15 p. (Lecture Notes in Computer Science).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research
- Published
Online Fairness-Aware Learning Under Class Imbalance
Iosifidis, V. & Ntoutsi, E., 15 Oct 2020, Discovery Science : 23rd International Conference, DS 2020, Proceedings. Appice, A., Tsoumakas, G., Manolopoulos, Y. & Matwin, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 159-174 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
TOAD-GAN: Coherent Style Level Generation from a Single Example
Awiszus, M., Schubert, F. & Rosenhahn, B., 9 Oct 2020, Sixteenth AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment . Lelis, L. & Thue, D. (eds.). (Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment; vol. 16, no. 1).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Distant Supervision in BERT-based Adhoc Document Retrieval
Rudra, K. & Anand, A., Oct 2020, CIKM 2020 - Proceedings of the 29th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery (ACM), p. 2197-2200 4 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Investigating Correlations of Automatically Extracted Multimodal Features and Lecture Video Quality
Shi, J., Otto, C., Ewerth, R., Hoppe, A. & Holtz, P., Oct 2020, SALMM 2019 - Proceedings of the 1st International Workshop on Search as Learning with Multimedia Information, co-located with MM 2019: Proceedings of the 1st International Workshop on Search as Learning with Multimedia Information. p. 11-19 9 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
IQA: Interactive query construction in semantic question answering systems
Zafar, H., Dubey, M., Lehmann, J. & Demidova, E., Oct 2020, In: Journal of Web Semantics. 64, 100586.Research output: Contribution to journal › Article › Research › peer review
- Published
Question Answering over Curated and Open Web Sources
Roy, R. S. & Anand, A., 14 Sept 2020, ICTIR 2020 - Proceedings of the 2020 ACM SIGIR International Conference on Theory of Information Retrieval. Association for Computing Machinery (ACM), p. 193-194 2 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
NLPContributions: An annotation scheme for machine reading of scholarly contributions in natural language processing literature
D'Souza, J. & Auer, S., 31 Aug 2020, 1st Workshop on Extraction and Evaluation of Knowledge Entities from Scientific Documents: Proceedings of the 1st Workshop on Extraction and Evaluation of Knowledge Entities from Scientific Documents co-located with the ACM/IEEE Joint Conference on Digital Libraries in 2020 (JCDL 2020). p. 16-27 12 p. (CEUR Workshop Proceedings; vol. 2658).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Multi-view image clustering based on sparse coding and manifold consensus
Zhu, X., Guo, J., Nejdl, W., Liao, X. & Dietze, S., 25 Aug 2020, In: NEUROCOMPUTING. 403, p. 53-62 10 p.Research output: Contribution to journal › Article › Research › peer review
- Published
Call for Special Issue Papers: Evaluation and Experimental Design in Data Mining and Machine Learning
Ntoutsi, E., Schubert, E., Zimek, A. & Zimmermann, A., 17 Aug 2020, In: Big data. 8, 4, 2 p.Research output: Contribution to journal › Other contribution to journal › Research › peer review
- Published
Requirements Analysis for an Open Research Knowledge Graph
Brack, A., Hoppe, A., Stocker, M., Auer, S. & Ewerth, R., 17 Aug 2020, Digital Libraries for Open Knowledge: 24th International Conference on Theory and Practice of Digital Libraries, TPDL 2020, Proceedings. Hall, M., Mercun, T., Risse, T. & Duchateau, F. (eds.). Cham, p. 3-18 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12246 LNCS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Generate FAIR Literature Surveys with Scholarly Knowledge Graphs
Oelen, A., Jaradeh, M. Y., Stocker, M. & Auer, S., 1 Aug 2020, JCDL 2020 : Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020. Institute of Electrical and Electronics Engineers Inc., p. 97-106 10 p. 3398520Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Toward Representing Research Contributions in Scholarly Knowledge Graphs Using Knowledge Graph Cells
Vogt, L., Souza, J. D., Stocker, M. & Auer, S., 1 Aug 2020, JCDL 2020 : Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020. Institute of Electrical and Electronics Engineers Inc., p. 107-116 10 p. 3398530Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Context-based entity matching for big data
Tasnim, M., Collarana, D., Graux, D. & Vidal, M. E., 16 Jul 2020, Knowledge Graphs and Big Data Processing. Cham, p. 122-146 25 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12072 LNCS).Research output: Chapter in book/report/conference proceeding › Contribution to book/anthology › Research › peer review
- Published
Federated Query Processing
Endris, K. M., Vidal, M. & Graux, D., 16 Jul 2020, Knowledge Graphs and Big Data Processing. Vol. 12072. p. 73-86 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).Research output: Chapter in book/report/conference proceeding › Contribution to book/anthology › Research › peer review
- Published
Multimodal analytics for real-world news using measures of cross-modal entity consistency
Müller-Budack, E., Theiner, J., Diering, S., Idahl, M. & Ewerth, R., 8 Jun 2020, ICMR 2020: Proceedings of the 2020 International Conference on Multimedia Retrieval. New York, p. 16-25 10 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Building and querying semantic layers for web archives (extended version)
Fafalios, P., Holzmann, H., Kasturia, V. & Nejdl, W., Jun 2020, In: International Journal on Digital Libraries. 21, 2, p. 149-167 19 p.Research output: Contribution to journal › Article › Research › peer review
- Published
Editorial: Special Issue on Quality Assessment of Knowledge Graphs Dedicated to the Memory of Amrapali Zaveri
Rula, A., Zaveri, A., Simperl, E. & Demidova, E., 3 May 2020, In: Journal of Data and Information Quality. 12, 2, 4 p., 7.Research output: Contribution to journal › Editorial in journal › Research › peer review
- Published
Scholarly event characteristics in four fields of science: a metrics-based analysis
Fathalla, S., Vahdati, S., Lange, C. & Auer, S., May 2020, In: SCIENTOMETRICS. 123, 2, p. 677-705 29 p.Research output: Contribution to journal › Article › Research › peer review
- Published
Node Representation Learning for Directed Graphs
Khosla, M., Leonhardt, J., Nejdl, W. & Anand, A., 30 Apr 2020, Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2019, Würzburg, Germany, September 16–20, 2019, Proceedings, Part I. Brefeld, U., Fromont, E., Hotho, A., Knobbe, A., Maathuis, M. & Robardet, C. (eds.). Cham: Springer Verlag, p. 395-411 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11906).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- E-pub ahead of print
Valid Explanations for Learning to Rank Models
Singh, J., Khosla, M. & Anand, A., 29 Apr 2020, (E-pub ahead of print).Research output: Working paper/Preprint › Preprint
- Published
Improving Worker Engagement Through Conversational Microtask Crowdsourcing
Qiu, S., Gadiraju, U. & Bozzon, A., 21 Apr 2020, CHI 2020 - Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery (ACM), 3376403. (Conference on Human Factors in Computing Systems - Proceedings).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Boilerplate Removal using a Neural Sequence Labeling Model
Leonhardt, J., Anand, A. & Khosla, M., 20 Apr 2020, WWW '20: Companion Proceedings of the Web Conference 2020. Association for Computing Machinery (ACM), p. 226-229 4 p.Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Bias in data-driven artificial intelligence systems: An introductory survey
Ntoutsi, E., Fafalios, P., Gadiraju, U., Iosifidis, V., Nejdl, W., Vidal, M. E., Ruggieri, S., Turini, F., Papadopoulos, S., Krasanakis, E., Kompatsiaris, I., Kinder-Kurlanda, K., Wagner, C., Karimi, F., Fernandez, M., Alani, H., Berendt, B., Kruegel, T., Heinze, C., Broelemann, K., Kasneci, G., Tiropanis, T. & Staab, S., 16 Apr 2020, In: Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery. 10, 3, e1356.Research output: Contribution to journal › Review article › Research › peer review
- Published
Domain-independent Extraction of Scientific Concepts from Research Articles
Brack, A., D'Souza, J., Hoppe, A., Auer, S. & Ewerth, R., 8 Apr 2020, Advances in Information Retrieval: 42nd European Conference on IR Research, ECIR 2020, Lisbon, Portugal, April 14–17, 2020, Proceedings, Part I. Jose, J. M., Yilmaz, E., Magalhães, J., Martins, F., Castells, P., Ferro, N. & Silva, M. J. (eds.). Cham, p. 251-266 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12035 LNCS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research
- Published
SlideImages: A dataset for educational image classification
Morris, D., Müller-Budack, E. & Ewerth, R., 8 Apr 2020, Advances in Information Retrieval: 42nd European Conference on IR Research, ECIR 2020, Proceedings. Jose, J. M., Yilmaz, E., Magalhães, J., Martins, F., Castells, P., Ferro, N. & Silva, M. J. (eds.). Cham, p. 289-296 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12036 LNCS).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Crowd of oz: A crowd-powered teleoperation system for enhanced human-robot conversations
Abbas, T., Khan, V. J., Gadiraju, U., Barakova, E. & Markopoulos, P., 1 Apr 2020, HRI 2020 - Companion of the 2020 ACM/IEEE International Conference on Human-Robot Interaction. IEEE Computer Society, p. 81-83 3 p. (ACM/IEEE International Conference on Human-Robot Interaction).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Crosstown traffic: supervised prediction of impact of planned special events on urban traffic
Tempelmeier, N., Dietze, S. & Demidova, E., Apr 2020, In: GEOINFORMATICA. 24, 2, p. 339-370 32 p.Research output: Contribution to journal › Article › Research › peer review
- Published
Sentiment analysis on big sparse data streams with limited labels
Iosifidis, V. & Ntoutsi, E., Apr 2020, In: Knowledge and information systems. 62, 4, p. 1393-1432 40 p.Research output: Contribution to journal › Article › Research › peer review
- Published
Towards the semantic formalization of science
Fathalla, S., Auer, S. & Lange, C., 30 Mar 2020, SAC '20: Proceedings of the 35th Annual ACM Symposium on Applied Computing. New York: Association for Computing Machinery (ACM), p. 2057-2059 3 p. (Proceedings of the ACM Symposium on Applied Computing).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
How do people perceive privacy and interaction quality while chatting with a crowd-operated robot?
Abbas, T., Corpaccioli, G., Khan, V. J., Gadiraju, U., Barakova, E. & Markopoulos, P., 23 Mar 2020, HRI 2020 - Companion of the 2020 ACM/IEEE International Conference on Human-Robot Interaction. IEEE Computer Society, p. 84-86 3 p. (ACM/IEEE International Conference on Human-Robot Interaction).Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
- Published
Characterization and classification of semantic image-text relations
Otto, C., Springstein, M., Anand, A. & Ewerth, R., Mar 2020, In: International Journal of Multimedia Information Retrieval. 9, 1, p. 31-45 15 p.Research output: Contribution to journal › Article › Research › peer review
- Published
CloudDBGuard: A Framework for encrypted data storage in NoSQL Wide Column Stores
Wiese, L., Waage, T. & Brenner, M., Mar 2020, In: Data and Knowledge Engineering. 126, 101732.Research output: Contribution to journal › Article › Research › peer review
- Published
Towards extracting event-centric collections from Web archives
Gossen, G., Risse, T. & Demidova, E., Mar 2020, In: International Journal on Digital Libraries. 21, 1, p. 31-45 15 p.Research output: Contribution to journal › Article › Research › peer review