Adj. Prof. Främling Kary group

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  • 2016

    BIM and lean construction change design management practices

    Tauriainen, M., Marttinen, P., Dave, B. & Koskela, L., 2016, Proceedings of Creative Construction Conference 2016. Hohol, R. (ed.). Diamond Congress Ltd, p. 668-673 6 p.

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

  • Demo: Visualization technologies for sharing visit experiences

    Nurminen, A., 28 Nov 2016, SA 2016 - SIGGRAPH ASIA 2016 Mobile Graphics and Interactive Applications. ACM, 2 p. a24

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

  • IoT-based interoperability framework for asset and fleet management

    Främling, K., Backman, J., Väre, J., Madhikermi, M. & Nykänen, O., 6 Sep 2016, 21st IEEE International Conference on Emerging Technologies and Factory Automation (ETFA). IEEE, (Proceedings IEEE International Conference on Emerging Technologies and Factory Automation).

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

    9 Citations (Scopus)
  • IoT-based Smart Parking System for Sporting Event Management

    Främling, K., Kubler, S., Robert, J., Hefnawy, A., Cherifi, C. & Bouras, A., 28 Nov 2016, 13th International Conference on Mobile Computing, Networking and Services (MOBIQUITOUS 2016)and Ubiquitous Systems: . Hiroshima, Japan, p. 104-114

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

    23 Citations (Scopus)
  • O-MI/O-DF standards as interoperability enablers for Industrial Internet: A performance analysis

    Robert, J., Kubler, S., Le Traon, Y. & Främling, K., 21 Dec 2016, Proceedings of the IECON 2016 - 42nd Annual Conference of the Industrial Electronics Society, Florence (Italy), October 24-27, 2016 . Firenze, Italy, p. 4908-4915 8 p. 7793138. (Proceedings of the Annual Conference of the IEEE Industrial Electronics Society).

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

    18 Citations (Scopus)
  • On improving tie strength estimates by aggregating multiple communication channels

    Yousefnezhad, N., Nagy, M. & Asokan, N., 21 Jun 2016, 2016 IFIP Networking Conference (IFIP Networking) and Workshops, IFIP Networking 2016. IEEE, p. 530-535 6 p. 7497255

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

    1 Citation (Scopus)
  • The effects of BIM and lean construction on design management practices

    Tauriainen, M., Marttinen, P., Dave, B. & Koskela, L., 2016, Creative Construction Conference 2016, CCC 2016, 25-28 June 2016: Selected papers. Elsevier, p. 567-574 8 p. (Procedia Engineering; vol. 164).

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

    Open Access
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    42 Citations (Scopus)
    566 Downloads (Pure)
  • 2017

    Building Lifecycle Management System for Enhanced Closed Loop Collaboration

    Främling, K., Sylvain, K., Buda, A., Robert, J. & Le Traon, Y., 2017, Product Lifecycle Management for Digital Transformation of Industries: 13th IFIP WG 5.1 International Conference, PLM 2016, Columbia, SC, USA, July 11-13, 2016, Revised Selected Papers. p. 423-432 10 p. (IFIP Advances in Information and Communication Technology; vol. 492).

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

    5 Citations (Scopus)
  • Combining intelligent recommendation and mixed reality in itineraries for urban exploration

    Jacucci, G., Andolina, S., Kalkhofen, D., Schmalstieg, D., Nurminen, A., Spagnolli, A., Gamberini, L. & Ruotsalo, T., 2017, Proceedings of the 10th International Workshop on Semantic Ambient Media Experiences (SAME 2017): Artificial Intelligence Meets Virtual and Augmented Worlds (AIVR). p. 18-23 6 p. (International series on information systems and management in creative eMedia; vol. 2017, no. 2).

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

    1 Citation (Scopus)
  • Developing a Campus Wide Building Information System Based on Open Standards

    Buda, A., Kinnunen, T., Dave, B. & Främling, K., 1 Jul 2017, 2017 Lean and Computing in Construction Congress (LC3): Volume I - Proceedings of the Joint Conference on Computing in Construction (JC3), July 4–7, 2017 Heraklion, Crete, Greece. p. 733-740 8 p.

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

  • Development of systematic construction logistics using 'intelligent products'

    Mirzaeifar, S., Dave, B. & Singh, V., 2017, IGLC 2017 - Proceedings of the 25th Annual Conference of the International Group for Lean Construction. Walsh, K., Sacks, R. & Brilakis, I. (eds.). p. 103-110 8 p.

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

    Open Access
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    4 Citations (Scopus)
    118 Downloads (Pure)
  • Lifecycle Management in the Smart City Context: Smart Parking Use-Case

    Hefnawy, A., Elhariri, T., Bouras, A., Cherifi, C., Robert, J., Kubler, S. & Främling, K., 2017, Product Lifecycle Management for Digital Transformation of Industries: 13th IFIP WG 5.1 International Conference, PLM 2016, Columbia, SC, USA, July 11-13, 2016, Revised Selected Papers. p. 631-641 11 p. (IFIP Advances in Information and Communication Technology; vol. 492).

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

    6 Citations (Scopus)
  • On epistemology of construction engineering and management

    Koskela, L., Pikas, E., Niiranen, J., Ferrantelli, A. & Dave, B., 2017, IGLC 2017 - Proceedings of the 25th Annual Conference of the International Group for Lean Construction. p. 169-176 8 p. (Annual Conference of the International Group for Lean Construction; no. 25).

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

    Open Access
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    120 Downloads (Pure)
  • 2018

    CEFIoT: A Fault-Tolerant IoT Architecture for Edge and Cloud

    Javed, A., Heljanko, K., Buda, A. & Främling, K., 4 May 2018, IEEE World Forum on Internet of Things, WF-IoT 2018 - Proceedings. Singapore: IEEE, p. 813-818 6 p.

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

    Open Access
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    40 Citations (Scopus)
    458 Downloads (Pure)
  • Combined Use of Lifecycle Management and IoT in Smart Cities

    Hefnawy, A., Elhariri, T., Bouras, A., Cherifi, C., Robert, J., Kubler, S. & Främling, K., 2018, Proceedings of the 11th International Conference on Software, Knowledge, Information Management and Applications, SKIMA 2017. IEEE, 8 p. 8294112. (International Conference on Software, Knowledge, Information Management and Applications).

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

    1 Citation (Scopus)
  • Data Model Logger - Data Discovery for Extract-Transform-Load

    Madhikermi, M., Buda, A., Dave, B. & Främling, K., 2018, 2017 IEEE 19th International Conference on High Performance Computing and Communications; IEEE 15th International Conference on Smart City; IEEE 3rd International Conference on Data Science and Systems (HPCC/SmartCity/DSS) . IEEE, p. 629-630

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

    3 Citations (Scopus)
  • Heat recovery unit failure detection in air handling unit

    Madhikermi, M., Yousefnezhad, N. & Främling, K., 1 Jan 2018, Advances in Production Management Systems. Smart Manufacturing for Industry 4.0 - IFIP WG 5.7 International Conference, APMS 2018, Proceedings. p. 343-350 8 p. (IFIP Advances in Information and Communication Technology; vol. 536).

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

    Open Access
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    5 Citations (Scopus)
    103 Downloads (Pure)
  • Key Data Quality Pitfalls for Condition Based Maintenance

    Madhikermi, M., Buda, A., Dave, B. & Främling, K., 2018, 2017 2nd International Conference on System Reliability and Safety, ICSRS 2017. IEEE, p. 474-480

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

    3 Citations (Scopus)
  • MeDI: Measurement-based Device Identification Framework for Internet of Things

    Yousefnezhad, N., Madhikermi, M. & Främling, K., 27 Sep 2018, Proceedings - IEEE 16th International Conference on Industrial Informatics, INDIN 2018. IEEE, p. 95-100 6 p. 8472080

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

    Open Access
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    9 Citations (Scopus)
    188 Downloads (Pure)
  • Open IoT Ecosystem for Smart EV Charging

    Karpenko, A., Kinnunen, T., Främling, K. & Dave, B., 1 Jun 2018, 2018 Global Internet of Things Summit (GIoTS). IEEE, p. 1-6 6 p.

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

  • 2019

    Access Time Improvement Framework for Standardized IoT Gateways

    Javed, A., Yousefnezhad, N., Robert, J., Heljanko, K. & Framling, K., 1 Mar 2019, 2019 IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2019. IEEE, p. 220-226 7 p. 8730867

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

    Open Access
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    199 Downloads (Pure)
  • 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 contributionScientificpeer-review

  • Data discovery method for Extract- Transform-Load

    Madhikerrni, M. & Främling, K., 9 May 2019, 2019 IEEE 10th International Conference on Mechanical and Intelligent Manufacturing Technologies, ICMIMT 2019. IEEE, p. 174-181 8 p. 8712027

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

    Open Access
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    179 Downloads (Pure)
  • Data Exchange Standard for Industrial Internet of Things

    Madhikermi, M., Yousefnezhad, N. & Framling, K., 11 Apr 2019, Proceedings - 2018 3rd International Conference on System Reliability and Safety, ICSRS 2018. IEEE, p. 53-61 9 p. 8688847

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

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

    Madhikermi, M., Malhi, A. K. & Främling, K., 11 Sep 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.). 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 contributionScientificpeer-review

    10 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 contributionScientificpeer-review

    Open Access
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    12 Citations (Scopus)
    359 Downloads (Pure)
  • From Checklists to Design Process Support Systems: Initial Framing

    Pikas, E., Koskela, L., Oehmen, J. & Dave, B., 2019, Proceedings of the 27th Annual Conference of the International Group for Lean Construction. IGLC.net, p. 83-96 14 p. (Proceedings of the Annual Conference of the International Group for Lean Construction).

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

    Open Access
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    100 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 contributionScientificpeer-review

    1 Citation (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.). Vol. 1. p. 216-225 10 p.

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

    Open Access
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    79 Downloads (Pure)
  • Decision Explanation: Applying Contextual Importance and Contextual Utility in Affect Detection

    Fouladgar, N., Alirezaie, M. & Främling, K., 2020, Proceedings of the Italian Workshop on Explainable Artificial Intelligence. p. 1-13 13 p. (CEUR Workshop Proceedings; vol. 2742).

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

    Open Access
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    3 Citations (Scopus)
    6 Downloads (Pure)
  • Decision Theory Meets Explainable AI

    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.). p. 57-74 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 contributionScientificpeer-review

    Open Access
    7 Citations (Scopus)
  • 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 Computer Society, p. 34-39 6 p. 9142658. (Conference on Human System Interaction).

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

    Open Access
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    2 Citations (Scopus)
    226 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 contributionScientificpeer-review

    Open Access
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    1 Citation (Scopus)
    155 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.). 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 contributionScientificpeer-review

    Open Access
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    8 Citations (Scopus)
    30 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 contributionScientificpeer-review

    Open Access
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    17 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 contributionScientificpeer-review

  • Monitoring Cleanliness of Public Transportation with Computer Vision

    Ojala, R., Kinnunen, T., Aakko, M., Mattila, J., Kiviluoma, P. & Kuosmanen, P., 17 Apr 2020, Proceedings of the 5th Baltic Mechatronics Symposium . Aalto University School of Engineering, 6 p.

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

  • 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 contributionScientificpeer-review

    Open Access
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    1 Citation (Scopus)
    73 Downloads (Pure)
  • Py-CIU: A Python Library for Explaining Machine Learning Predictions Using Contextual Importance and Utility

    Anjomshoae, S., Kampik, T. & Främling, K., 2020, IJCAI-PRICAI 2020 Workshop on Explainable Artificial Intelligence (XAI).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientific

    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
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    1 Citation (Scopus)
    87 Downloads (Pure)
  • Bus Stop Spotting: A Field Experiment Comparing 2D Maps, Augmented Reality and 3D Maps

    Nurminen, A. O. I. & Sirvio, K., 27 Sep 2021, Proceedings of MobileHCI 2021 - ACM International Conference on Mobile Human-Computer Interaction: Mobile Apart, MobileTogether. ACM, 14 p. 37

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

  • 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
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    22 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
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    3 Citations (Scopus)
    59 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. p. 593-598 6 p.

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

    Open Access
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    1 Citation (Scopus)
    16 Downloads (Pure)
  • 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)
  • 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
  • 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 contributionScientificpeer-review