Towards building reliable deep learning based driver identification systems

Zeng, L., Al-Rifai, M., Nolting, M. & Nejdl, W., 2022, 2022 IEEE 34th International Conference on Tools with Artificial Intelligence, ICTAI 2022. Reformat, M., Zhang, D. & Bourbakis, N. G. (eds.). p. 766-773 8 p. (Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI; vol. 2022-October).

Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

Using Vehicle Data to Enhance Prediction of Accident-Prone Areas

Wowo, K. S., Dadwal, R., Graen, T., Fiege, A., Nolting, M., Nejdl, W., Demidova, E. & Funke, T., 2022, 2022 IEEE 25th International Conference on Intelligent Transportation Systems, ITSC 2022. Institute of Electrical and Electronics Engineers Inc., p. 2450-2456 7 p. (IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC; vol. 2022-October).

Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

How compatible is Alexa with dual tasking? Towards intelligent personal assistants for dual-task situations

Ahire, S., Priegnitz, A., Önbas, O., Rohs, M. & Nejdl, W., 9 Nov 2021, HAI 2021: Proceedings of the 9th International User Modeling, Adaptation and Personalization Human-Agent Interaction. p. 103-111 9 p.

Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

Struggle to Settle down! Examining the Voices of Migrants and Refugees on Twitter Platform

Khatua, A. & Nejdl, W., 23 Oct 2021, CSCW 2021: Conference Companion Publication of the 2021 Computer Supported Cooperative Work and Social Computing. Association for Computing Machinery (ACM), p. 95-98 4 p. (Proceedings of the ACM Conference on Computer Supported Cooperative Work, CSCW).

Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

EduCOR: An Educational and Career-Oriented Recommendation Ontology

Ilkou, E., Abu-Rasheed, H., Tavakoli, M., Hakimov, S., Kismihók, G., Auer, S. & Nejdl, W., 30 Sept 2021, The Semantic Web – ISWC 2021 : 20th International Semantic Web Conference, ISWC 2021, Proceedings. Hotho, A., Blomqvist, E., Dietze, S., Fokoue, A., Ding, Y., Barnaghi, P., Haller, A., Dragoni, M. & Alani, H. (eds.). Cham: Springer Science and Business Media Deutschland GmbH, p. 546-562 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12922 LNCS).

Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

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

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

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

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

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

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

Environmental Data Collection as a Byproduct for Autonomous Ride-Hailing Services

Frantzen, L., Liedtke, P., Graen, T., Fiege, A., Nolting, M. & Nejdl, W., 2021, 2021 IEEE International Intelligent Transportation Systems Conference, ITSC 2021. Institute of Electrical and Electronics Engineers Inc., p. 2272-2277 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

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

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

A Neighborhood-Augmented LSTM Model for Taxi-Passenger Demand Prediction

Quy, T. L., Nejdl, W., Spiliopoulou, M. & Ntoutsi, E., 4 Jan 2020, Multiple-Aspect Analysis of Semantic Trajectories: First International Workshop, MASTER 2019, Held in Conjunction with ECML-PKDD 2019, Würzburg, Germany, September 16, 2019, Proceedings. Tserpes, K., Renso, C. & Matwin, S. (eds.). Cham: Springer Nature, p. 100-116 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11889).

Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review