Kary Främling

View Scopus Profile

Kary Främling

 https://orcid.org/0000-0002-8078-5172
  • Phone+358 50 5980451

  • Konemiehentie 2

20002025

Research activity per year

Search results

  • 2025

    Generating Explanations for Molecular Property Predictions in Graph Neural Networks

    Malhi, A., Matekenya, J. P. & Främling, K., 2025, Advances in Explainability, Agents, and Large Language Models : 1st International Workshop on Causality, Agents and Large Models, CALM 2024, Proceedings. Mualla, Y., Yu, L., Liga, D., Tchappi, I. & Markovich, R. (eds.). Springer, p. 20-32 13 p. (Communications in Computer and Information Science; vol. 2471 CCIS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  • 2024

    Machine Learning Applications for Smart Building Energy Utilization: A Survey

    Huotari, M., Främling, K. & Malhi, A., Jul 2024, In: Archives of Computational Methods in Engineering. 31, 5, p. 2537-2556 20 p.

    Research output: Contribution to journal › Review Article › peer-review

    Open Access
    File
    7 Citations (Scopus)
    108 Downloads (Pure)

  • py_ciu_image : A Python Library for Explaining Image Classification with Contextual Importance and Utility

    Främling, K., Apopei, I. V., Pihlgren, G. G. & Malhi, A., 2024, Explainable and Transparent AI and Multi-Agent Systems - 6th International Workshop, EXTRAAMAS 2024, Revised Selected Papers. Calvaresi, D., Najjar, A., Omicini, A., Carli, R., Ciatto, G., Aydogan, R., Hulstijn, J. & Främling, K. (eds.). Cham: Springer, p. 184-188 5 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14847 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

  • 2023

    A Comprehensive Security Architecture for Information Management throughout the Lifecycle of IoT Products

    Yousefnezhad, N., Malhi, A., Keyriläinen, T. & Främling, K., Mar 2023, In: Sensors. 23, 6, p. 1-21 21 p., 3236.

    Research output: Contribution to journal › Article › Scientific › peer-review

    Open Access
    File
    8 Citations (Scopus)
    115 Downloads (Pure)

  • 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 proceeding › Conference article in proceedings › Scientific › peer-review

  • Counterfactual, Contrastive, and Hierarchical Explanations with Contextual Importance and Utility

    Främling, K., 2023, Explainable and Transparent AI and Multi-Agent Systems - 5th International Workshop, EXTRAAMAS 2023, Revised Selected Papers. Calvaresi, D., Najjar, A., Omicini, A., Carli, R., Ciatto, G., Aydogan, R., Mualla, Y. & Främling, K. (eds.). Springer, p. 180-184 5 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14127 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access
    File
    12 Downloads (Pure)

  • Feature Importance versus Feature Influence and What It Signifies for Explainable AI

    Främling, K., 2023, Explainable Artificial Intelligence - 1st World Conference, xAI 2023, 2023, Proceedings. Longo, L. (ed.). Springer, p. 241-259 19 p. (Communications in Computer and Information Science; vol. 1901 CCIS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access
    5 Citations (Scopus)

  • 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 proceeding › Conference article in proceedings › Scientific › peer-review

    1 Citation (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. 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 proceeding › Conference article in proceedings › Scientific › peer-review

    1 Citation (Scopus)

  • CN-waterfall: a deep convolutional neural network for multimodal physiological affect detection

    Fouladgar, N., Alirezaie, M. & Främling, K., Feb 2022, In: Neural Computing and Applications. 34, 3, p. 2157-2176 20 p.

    Research output: Contribution to journal › Article › Scientific › peer-review

    Open Access
    File
    14 Citations (Scopus)
    76 Downloads (Pure)

  • 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.). Springer, 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 proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access
    6 Citations (Scopus)

  • Critical study of the applicability of additional IAQ sensors in older buildings

    Halmetoja, E., Salonen, H., Ihasalo, H. & Främling, K., 2 Nov 2022, In: Intelligent Buildings International. 14, 6, p. 753-765 13 p.

    Research output: Contribution to journal › Article › Scientific › peer-review

    1 Citation (Scopus)

  • Event Classification with Imbalanced and Missing Data for an Air-Handling Unit

    Huotari, M. & Främling, K., 29 Aug 2022, 2022 IEEE 5th International Conference on Big Data and Artificial Intelligence (BDAI) . IEEE, Vol. 5. p. 82-86 5 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access
    File
    55 Downloads (Pure)

  • Metrics and Evaluations of Time Series Explanations: An Application in Affect Computing

    Fouladgar, N., Alirezaie, M. & Framling, K., 2022, In: IEEE Access. 10, p. 23995-24009 15 p.

    Research output: Contribution to journal › Article › Scientific › peer-review

    Open Access
    File
    9 Citations (Scopus)
    55 Downloads (Pure)

  • 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 proceeding › Conference article in proceedings › Scientific › peer-review

    5 Citations (Scopus)

  • 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 proceeding › Conference article in proceedings › Scientific › peer-review

    2 Citations (Scopus)
  • 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 proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access
    File
    7 Citations (Scopus)
    194 Downloads (Pure)

  • Automated IoT device identification based on full packet information using real-time network traffic

    Yousefnezhad, N., Malhi, A. & Främling, K., 2 Apr 2021, In: Sensors. 21, 8, 17 p., 2660.

    Research output: Contribution to journal › Article › Scientific › peer-review

    Open Access
    File
    32 Citations (Scopus)
    104 Downloads (Pure)

  • Blockchain-based deployment of product-centric information systems

    Mattila, J., Seppälä, T., Valkama, P., Hukkinen, T., Främling, K. & Holmström, J., Feb 2021, In: Computers in Industry. 125, 16 p., 103342.

    Research output: Contribution to journal › Article › Scientific › peer-review

    Open Access
    File
    13 Citations (Scopus)
    307 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 proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access
    File
    2 Citations (Scopus)
    97 Downloads (Pure)

  • Comparing seven methods for state-of-health time series prediction for the lithium-ion battery packs of forklifts

    Huotari, M., Arora, S., Malhi, A. & Främling, K., Nov 2021, In: Applied Soft Computing. 111, 12 p., 107670.

    Research output: Contribution to journal › Article › Scientific › peer-review

    Open Access
    File
    20 Citations (Scopus)
    215 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 proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access
    File
    14 Citations (Scopus)
    202 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 proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access
    File
    2 Citations (Scopus)
    61 Downloads (Pure)

  • Explainable Artificial Intelligence for Human Decision Support System in the Medical Domain

    Knapic, S., Malhi, A., Saluja, R. & Framling, K., Sept 2021, In: Machine Learning and Knowledge Extraction. 3, 3, p. 740-770 31 p.

    Research output: Contribution to journal › Article › Scientific › peer-review

    Open Access
    File
    101 Citations (Scopus)
    283 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.). Springer, 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 proceeding › Conference article in proceedings › Scientific › peer-review

    3 Citations (Scopus)

  • One-to-Many Negotiation QoE Management Mechanism for End-User Satisfaction

    Najjar, A., Mualla, Y., Singh, K. D., Picard, G., Calvaresi, D., Malhi, A., Galland, S. & Framling, K., 2021, In: IEEE Access. 9, p. 59231-59243 13 p., 9399149.

    Research output: Contribution to journal › Article › Scientific › peer-review

    Open Access
    File
    5 Citations (Scopus)
    84 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 proceeding › Conference article in proceedings › Scientific › peer-review

    7 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 proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access
    File
    191 Downloads (Pure)

  • A novel LSTM for multivariate time series with massive missingness

    Fouladgar, N. & Främling, K., 2 May 2020, In: Sensors (Switzerland). 20, 10, p. 1-17 17 p., 2832.

    Research output: Contribution to journal › Article › Scientific › peer-review

    Open Access
    File
    24 Citations (Scopus)
    90 Downloads (Pure)

  • bIoTope: Building an IoT Open Innovation Ecosystem for Smart Cities

    Javed, A., Kubler, S., Malhi, A., Nurminen, A., Robert, J. & Framling, K., 2020, In: IEEE Access. 8, p. 224318-224342 25 p., 9273009.

    Research output: Contribution to journal › Article › Scientific › peer-review

    Open Access
    File
    24 Citations (Scopus)
    87 Downloads (Pure)

  • ciu: Contextual Importance and Utility

    Främling, K., 20 Nov 2020

    Research output: Artistic and non-textual form › Software › Scientific › peer-review

  • 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. CEUR, p. 1-13 13 p. (CEUR Workshop Proceedings; vol. 2742).

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access
    File
    4 Citations (Scopus)
    45 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.). Springer, 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 proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access
    16 Citations (Scopus)

  • 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 proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access
    File
    6 Citations (Scopus)
    274 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 proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access
    File
    24 Citations (Scopus)
    74 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 proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access
    File
    1 Citation (Scopus)
    105 Downloads (Pure)

  • IoTEF: A Federated Edge-Cloud Architecture for Fault-Tolerant IoT Applications

    Javed, A., Robert, J., Heljanko, K. & Främling, K., 1 Mar 2020, In: Journal of Grid Computing. 18, 1, p. 57-80 24 p.

    Research output: Contribution to journal › Article › Scientific › peer-review

    Open Access
    File
    44 Citations (Scopus)
    141 Downloads (Pure)

  • 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 proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access
    File
    13 Citations (Scopus)
    249 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). IJCAI

    Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific

    Open Access

  • Scalable IoT Platform for Heterogeneous Devices in Smart Environments

    Javed, A., Malhi, A., Keyriläinen, T. & Främling, K., 19 Nov 2020, In: IEEE Access. 8, p. 211973-211985 13 p., 9264173.

    Research output: Contribution to journal › Article › Scientific › peer-review

    Open Access
    File
    41 Citations (Scopus)
    182 Downloads (Pure)

  • Security in product lifecycle of IoT devices: A survey

    Yousefnezhad, N., Malhi, A. & Främling, K., 1 Dec 2020, In: Journal of Network and Computer Applications. 171, 40 p., 102779.

    Research output: Contribution to journal › Review Article › peer-review

    Open Access
    File
    77 Citations (Scopus)
    644 Downloads (Pure)
  • 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 proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access
    File
    291 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 proceeding › Conference article in proceedings › Scientific › peer-review

    2 Citations (Scopus)

  • 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 proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access
    File
    3 Citations (Scopus)
    249 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 proceeding › Conference article in proceedings › Scientific › peer-review

    4 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 proceeding › Conference article in proceedings › Scientific › peer-review

    27 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 proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access
    File
    31 Citations (Scopus)
    632 Downloads (Pure)
  • 2018

    A framework for integrating BIM and IoT through open standards

    Dave, B., Buda, A., Nurminen, A. & Främling, K., 1 Nov 2018, In: Automation in Construction. 95, p. 35-45 11 p.

    Research output: Contribution to journal › Article › Scientific › peer-review

    Open Access
    File
    239 Citations (Scopus)
    1092 Downloads (Pure)

  • 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 proceeding › Conference article in proceedings › Scientific › peer-review

    Open Access
    File
    71 Citations (Scopus)
    560 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 proceeding › Conference article in proceedings › Scientific › peer-review

    4 Citations (Scopus)
Your message has successfully been sent.
Your message was not sent due to an error.