Computer Science Adjunct Professors

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  • 2022

    Air Handling Unit Explainability using Contextual Importance and Utility

    Malhi, A., Madhikermi, M., Huotari, M. & Främling, K., 2022, Mobile and Ubiquitous Systems: Computing, Networking and Services: 18th EAI International Conference, MobiQuitous 2021, Virtual Event, November 8-11, 2021, Proceedings. Hara, T. & Yamaguchi, H. (eds.). 1 ed. p. 513-519 7 p. (Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering; vol. 419).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  • Contextual Importance and Utility: A Theoretical Foundation

    Främling, K., 2022, AI 2021: Advances in Artificial Intelligence - 34th Australasian Joint Conference, AI 2021, Proceedings. Long, G., Yu, X. & Wang, S. (eds.). p. 117-128 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13151 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

    Open Access
  • 2021

    A Dynamic Battery State-of-Health Forecasting Model for Electric Trucks: Li-Ion Batteries Case-Study

    Huotari, M., Arora, S., Malhi, A. & Främling, K., 16 Feb 2021, Energy. Portland, USA: American Society of Mechanical Engineers, 10 p. V008T08A021. (ASME International Mechanical Engineering Congress and Exposition, Proceedings (IMECE); vol. 8).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

    Open Access
    File
    1 Citation (Scopus)
    71 Downloads (Pure)
  • ciu.image: An R Package for Explaining Image Classification with Contextual Importance and Utility

    Främling, K., Knapic̆, S. & Malhi, A., 2021, Explainable and Transparent AI and Multi-Agent Systems - 3rd International Workshop, EXTRAAMAS 2021, Revised Selected Papers. Calvaresi, D., Najjar, A., Winikoff, M. & Främling, K. (eds.). p. 55-62 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12688 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

    Open Access
    File
    14 Downloads (Pure)
  • Comparison of Contextual Importance and Utility with LIME and Shapley Values

    Främling, K., Westberg, M., Jullum, M., Madhikermi, M. & Malhi, A., 2021, Explainable and Transparent AI and Multi-Agent Systems - 3rd International Workshop, EXTRAAMAS 2021, Revised Selected Papers. Calvaresi, D., Najjar, A., Winikoff, M. & Främling, K. (eds.). p. 39-54 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12688 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

    Open Access
    File
    2 Citations (Scopus)
    44 Downloads (Pure)
  • Context-specific sampling method for contextual explanations

    Madhikermi, M., Malhi, A. & Främling, K., 2021, Proceedings of the 29th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning. p. 593-598 6 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

    Open Access
    File
    11 Downloads (Pure)
  • DAWN: Dynamic Adversarial Watermarking of Neural Networks

    Szyller, S., Atli, B. G., Marchal, S. & Asokan, N., 17 Oct 2021, Proceedings of the 29th ACM International Conference on Multimedia, MM 2021. ACM, p. 4417-4425 9 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

    Open Access
  • Diversity-Aware k-median: Clustering with Fair Center Representation

    Thejaswi, S., Ordozgoiti, B. & Gionis, A., 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.). p. 765-780 16 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 proceedingConference contributionScientificpeer-review

    Open Access
  • Exploring Contextual Importance and Utility in Explaining Affect Detection

    Fouladgar, N., Alirezaie, M. & Främling, K., 2021, AIxIA 2020 – Advances in Artificial Intelligence - XIXth International Conference of the Italian Association for Artificial Intelligence, Revised Selected Papers. Baldoni, M. & Bandini, S. (eds.). p. 3-18 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12414 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

    2 Citations (Scopus)
  • Lux: Enabling Ephemeral Authorization for Display-Limited IoT Devices

    Blue, L., Marchal, S., Traynor, P. & Asokan, N., 18 May 2021, IoTDI 2021 - Proceedings of the 2021 International Conference on Internet-of-Things Design and Implementation. ACM, p. 15-27 13 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

    File
    3 Downloads (Pure)
  • WAFFLE: Watermarking in Federated Learning

    Tekgul, B. G. A., Xia, Y., Marchal, S. & Asokan, N., 22 Nov 2021, Proceedings of 40th International Symposium on Reliable Distributed Systems, SRDS 2021. IEEE, p. 310-320 11 p. 9603498

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

    Open Access