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Avleen Malhi

    20192024

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    • 2023

      An Evaluation of Contextual Importance and Utility for Outcome Explanation of Black-Box Predictions for Medical Datasets

      Malhi, A. & Främling, K., 2023, Explainable Artificial Intelligence - 1st World Conference, xAI 2023, 2023, Proceedings. Longo, L. (ed.). Springer, p. 544-557 14 p. (Communications in Computer and Information Science; vol. 1901 CCIS).

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

    • Understanding Unsupervised Learning Explanations Using Contextual Importance and Utility

      Malhi, A., Apopei, V. & Främling, K., 2023, Explainable Artificial Intelligence - 1st World Conference, xAI 2023, 2023, Proceedings. Longo, L. (ed.). Springer, p. 606-617 12 p. (Communications in Computer and Information Science; vol. 1901 CCIS).

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

    • 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. Springer, 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 article in proceedingsScientificpeer-review

    • Online Product Advertisement Prediction and Explanation in Large-scale Social Networks

      Malhi, A., Madhikermi, M., Maharjan, Y. & Främling, K., 16 Mar 2022, The Eighth International Conference on Social Networks Analysis, Management and Security, SNAMS. Guetl, C., Ceravolo, P., Jararweh, Y., Benkhelifa, E. & Adedugbe, O. (eds.). IEEE, p. 42-49 8 p.

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

      1 Citation (Scopus)
    • Open Platform for Rapid Prototyping of Smart Environment Applications

      Malhi, A. & Apopei, V., 3 Jun 2022, 2022 International Wireless Communications and Mobile Computing (IWCMC). IEEE, p. 865-870 6 p. 9825006. (International Wireless Communications and Mobile Computing Conference).

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

    • Smartphone Based Grape Leaf Disease Diagnosis and Remedial System Assisted with Explanations

      Malhi, A., Apopei, V., Madhikermi, M., Mandeep & Främling, K., 2022, Explainable and Transparent AI and Multi-Agent Systems - 4th International Workshop, EXTRAAMAS 2022, Revised Selected Papers. Calvaresi, D., Najjar, A., Winikoff, M. & Främling, K. (eds.). Springer, p. 57-71 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13283 LNAI).

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

    • 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 article in proceedingsScientificpeer-review

      Open Access
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      6 Citations (Scopus)
      154 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.). Springer, 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 article in proceedingsScientificpeer-review

      Open Access
      File
      1 Citation (Scopus)
      80 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.). Springer, 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 article in proceedingsScientificpeer-review

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

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

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

      Open Access
      File
      1 Citation (Scopus)
      64 Downloads (Pure)
    • 2020

      A Clean Air Journey Planner for pedestrians using high resolution near real time air quality data

      Nurminen, A., Malhi, A., Johansson, L. & Framling, K., Jul 2020, Proceedings of the 2020 16th International Conference on Intelligent Environments, IE 2020. Iglesias, C. A., Moreno, J. I. & Rivera, D. (eds.). IEEE, p. 44-51 8 p. 9155068

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

      4 Citations (Scopus)
    • An OAuth-based Authentication Mechanism for Open Messaging Interface Standard

      Monga, H. C., Kinnunen, T., Malhi, A., Javed, A. & Främling, K., 1 Jan 2020, ICAART: PROCEEDINGS OF THE 12TH INTERNATIONAL CONFERENCE ON AGENTS AND ARTIFICIAL INTELLIGENCE, VOL 1. Rocha, A., Steels, L. & van den Herik, J. (eds.). SciTePress, Vol. 1. p. 216-225 10 p.

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

      Open Access
      File
      156 Downloads (Pure)
    • Deep learning-based explainable target classification for synthetic aperture radar images

      Mandeep, Pannu, H. S. & Malhi, A., Jun 2020, Proceedings - 2020 13th International Conference on Human System Interaction, HSI 2020. IEEE, p. 34-39 6 p. 9142658. (Conference on Human System Interaction).

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

      Open Access
      File
      11 Citations (Scopus)
      296 Downloads (Pure)
    • Edge Computing-based Fault-Tolerant Framework: A Case Study on Vehicular Networks

      Javed, A., Malhi, A. & Framling, K., Jun 2020, 2020 International Wireless Communications and Mobile Computing, IWCMC 2020. IEEE, p. 1541-1548 8 p. 9148269

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

      Open Access
      File
      4 Citations (Scopus)
      218 Downloads (Pure)
    • Explainable Agents for Less Bias in Human-Agent Decision Making

      Malhi, A., Knapic, S. & Främling, K., 2020, Explainable, Transparent Autonomous Agents and Multi-Agent Systems - 2nd International Workshop, EXTRAAMAS 2020, Revised Selected Papers. Calvaresi, D., Najjar, A., Winikoff, M. & Främling, K. (eds.). Springer, p. 129-146 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12175 LNAI).

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

      Open Access
      File
      14 Citations (Scopus)
      63 Downloads (Pure)
    • Exploring numerical calculations with CalcNet

      Rana, A., Malhi, A. & Främling, K., Feb 2020, 2019 IEEE 31st International Conference on Tools with Artificial Intelligence (ICTAI). IEEE, p. 1374-1379 6 p. 8995315

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

      Open Access
      File
      1 Citation (Scopus)
      82 Downloads (Pure)
    • Green Thumb Engineering: Artificial intelligence for managing IoT enabled houseplants

      Nurminen, A. & Malhi, A., 12 Dec 2020, 2020 IEEE Global Conference on Artificial Intelligence and Internet of Things, GCAIoT 2020. IEEE, 9345850

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

      1 Citation (Scopus)
    • Product Lifecycle Information Management with Digital Twin: A Case Study

      Yousefnezhad, N., Malhi, A., Kinnunen, T., Huotari, M. & Främling, K., 2020, Proceedings - 2020 IEEE 18th International Conference on Industrial Informatics, INDIN 2020. IEEE, p. 321-326 6 p. 9442208. (IEEE International Conference on Industrial Informatics (INDIN)).

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

      Open Access
      File
      9 Citations (Scopus)
      198 Downloads (Pure)
    • 2019

      Agent based Business Process Orchestration for IoT

      Kampik, T., Malhi, A. & Främling, K., Oct 2019, 2019 IEEE/WIC/ACM International Conference on Web Intelligence (WI). IEEE, p. 393-397 5 p.

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

      2 Citations (Scopus)
    • Explainable artificial intelligence based heat recycler fault detection in air handling unit

      Madhikermi, M., Malhi, A. K. & Främling, K., 11 Sept 2019, Explainable, Transparent Autonomous Agents and Multi-Agent Systems - 1st International Workshop, EXTRAAMAS 2019, Revised Selected Papers. Calvaresi, D., Schumacher, M., Najjar, A. & Främling, K. (eds.). Springer, p. 110-125 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11763 LNAI).

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

      18 Citations (Scopus)
    • Explaining Machine Learning-based Classifications of in-vivo Gastral Images

      Malhi, A., Kampik, T., Pannu, H. S., Madhikermi, M. & Främling, K., Dec 2019, 2019 Digital Image Computing: Techniques and Applications (DICTA). IEEE, 7 p. 8945986

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

      Open Access
      File
      20 Citations (Scopus)
      568 Downloads (Pure)
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