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  • 2024

    Candidate Solutions for Defining Explainability Requirements of AI Systems

    Balasubramaniam, N., Kauppinen, M., Truong, L. & Kujala, S., 8 Apr 2024, Requirements Engineering: Foundation for Software Quality: 30th International Working Conference, REFSQ 2024, Winterthur, Switzerland, April 8–11, 2024, Proceedings. Mendez, D., Mendez, D., Moreira, A. & Moreira, A. (eds.). Springer, p. 129–146 18 p. (Lecture Notes in Computer Science; vol. 14588).

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

  • Deep Reinforcement Learning based Reliability-aware Resource Placement and Task Offloading in Edge Computing

    Liang, J., Feng, Z., Gao, H., Chen, Y., Huang, J. & Truong, L., 2024, (Accepted/In press) The 2024 IEEE International Conference on Web Services. IEEE

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

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    2 Downloads (Pure)
  • Queueing Analysis of an Ensemble Machine Learning System

    Tsutsumi, K., Phung-Duc, T. & Truong, L., 2024, (Accepted/In press) The 28th International Conference on Analytical and Stochastic Modelling Techniques and Applications : Workshop ACM SIGMETRICS / IFIP PERFORMANCE 2024. Springer

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

    Open Access
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    34 Downloads (Pure)
  • 2023

    Analyzing Microservice Connectivity with Kubesonde

    Bufalino, J., Di Francesco, M. & Aura, T., 30 Nov 2023, ESEC/FSE 2023: Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering. Chandra, S., Blincoe, K. & Tonella, P. (eds.). New York: ACM, p. 2038–2043 6 p.

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

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    37 Downloads (Pure)
  • Arguments for and Approaches to Computing Education in Undergraduate Computer Science Programmes

    Cutts, Q., Kallia, M., Anderson, R., Crick, T., Devlin, M., Farghally, M., Mirolo, C., Runde, R. K., Seppälä, O., Urquiza-Fuentes, J. & Vahrenhold, J., 22 Dec 2023, ITiCSE-WGR 2023 - Proceedings of the 2023 Working Group Reports on Innovation and Technology in Computer Science Education. ACM, p. 160-195 36 p.

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

  • Automated Questions about Learners' Own Code Help to Detect Fragile Prerequisite Knowledge

    Lehtinen, T., Seppälä, O. & Korhonen, A., 29 Jun 2023, ITiCSE 2023 - Proceedings of the 2023 Conference on Innovation and Technology in Computer Science Education. ACM, p. 505-511 7 p.

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

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    2 Citations (Scopus)
    49 Downloads (Pure)
  • Considering Computing Education in Undergraduate Computer Science Programmes

    Cutts, Q., Kallia, M., Anderson, R., Crick, T., Devlin, M., Farghally, M., Mirolo, C., Runde, R. K., Seppälä, O., Urquiza-Fuentes, J. & Vahrenhold, J., 29 Jun 2023, ITiCSE 2023 - Proceedings of the 2023 Conference on Innovation and Technology in Computer Science Education. ACM, p. 567-568 2 p. (Annual Conference on Innovation and Technology in Computer Science Education, ITiCSE; vol. 2).

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientific

    4 Citations (Scopus)
  • Context-aware, Composable Anomaly Detection in Large-scale Mobile Networks

    Nhu Trang, N. N. & Truong, L., 2023, Proceedings - 2023 IEEE 47th Annual Computers, Software, and Applications Conference, COMPSAC 2023. Shahriar, H., Teranishi, Y., Cuzzocrea, A., Sharmin, M., Towey, D., Majumder, AKM. J. A., Kashiwazaki, H., Yang, J-J., Takemoto, M., Sakib, N., Banno, R. & Ahamed, S. I. (eds.). IEEE, p. 183-192 10 p. ( Proceedings : International Computer Software & Applications Conference).

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

    Open Access
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    217 Downloads (Pure)
  • Exploring the Responses of Large Language Models to Beginner Programmers’ Help Requests

    Hellas, A., Leinonen, J., Sarsa, S., Koutcheme, C., Kujanpää, L. & Sorva, J., 10 Sept 2023, ICER '23: Proceedings of the 2023 ACM Conference on International Computing Education Research - Volume 1. ACM, p. 93–105

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

    Open Access
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    14 Citations (Scopus)
    62 Downloads (Pure)
  • HAIVAN: a Holistic ML Analytics Infrastructure for a Variety of Radio Access Networks

    Truong, L. & Nhu Trang, N. N., 2023, 2022 IEEE International Conference on Big Data (IEEE BigData 2022). Tsumoto, S., Ohsawa, Y., Chen, L., Van den Poel, D., Hu, X., Motomura, Y., Takagi, T., Wu, L., Xie, Y., Abe, A. & Raghavan, V. (eds.). IEEE, p. 2389-2393 5 p.

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

    Open Access
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    202 Downloads (Pure)
  • Implications of Edge Computing for Static Site Generation

    Vepsäläinen, J., Hellas, A. & Vuorimaa, P., 2023, Proceedings of the 19th International Conference on Web Information Systems and Technologies, WEBIST 2023. Penalvo, F. G. & Marchiori, M. (eds.). SciTePress, p. 223-231 9 p. (International Conference on Web Information Systems and Technologies, WEBIST - Proceedings).

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

    Open Access
    1 Citation (Scopus)
  • Learning to Predict Head Pose in Remotely-Rendered Virtual Reality

    Illahi, G. K., Vaishnav, A., Kämäräinen, T., Siekkinen, M. & Di Francesco, M., 7 Jun 2023, MMSys 2023 - Proceedings of the 14th ACM Multimedia Systems Conference. ACM, p. 27-38 12 p.

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

    Open Access
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    1 Citation (Scopus)
    50 Downloads (Pure)
  • MSRL: Distributed Reinforcement Learning with Dataflow Fragments

    Zhu, H., Zhao, B., Chen, G., Chen, W., Chen, Y., Shi, L., Yang, Y., Pietzuch, P. & Chen, L., 2023, Proceedings of the 2023 USENIX Annual Technical Conference. USENIX -The Advanced Computing Systems Association, p. 977-993

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

    Open Access
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    91 Downloads (Pure)
  • Teaching Programming with Graphics: Pitfalls and a Solution

    Chiodini, L., Sorva, J. & Hauswirth, M., 18 Oct 2023, Proceedings of the 2023 ACM SIGPLAN International Symposium on SPLASH-E. Feldman, M. Q. & Hilton, M. (eds.). ACM, p. 1-12 12 p.

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

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    43 Downloads (Pure)
  • The Rise of Disappearing Frameworks in Web Development

    Vepsäläinen, J., Hellas, A. & Vuorimaa, P., 21 Jun 2023, Web Engineering: 23rd International Conference, ICWE 2023, Alicante, Spain, June 6–9, 2023, Proceedings. Springer, p. 319–326 (Lecture Notes in Computer Science; vol. 13893).

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

    Open Access
  • The State of Disappearing Frameworks in 2023

    Vepsäläinen, J., Hellas, A. & Vuorimaa, P., 2023, Proceedings of the 19th International Conference on Web Information Systems and Technologies, WEBIST 2023. Penalvo, F. G. & Marchiori, M. (eds.). SciTePress, p. 232-241 10 p. (International Conference on Web Information Systems and Technologies, WEBIST - Proceedings).

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

    Open Access
    1 Citation (Scopus)
  • 2022

    Bridging Static Site Generation with the Dynamic Web

    Vepsäläinen, J. & Vuorimaa, P., 2022, Web Engineering - 22nd International Conference, ICWE 2022, Proceedings. Di Noia, T., Ko, I-Y., Schedl, M. & Ardito, C. (eds.). Springer, p. 437-442 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13362 LNCS).

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

    Open Access
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    1 Citation (Scopus)
    112 Downloads (Pure)
  • Context-driven Policies Enforcement for Edge-based IoT Data Sharing-as-a-Service

    Nguyen, H-H., Phung, P., Nguyen, P. & Truong, L., 24 Aug 2022, Proceedings - 2022 IEEE International Conference on Services Computing, SCC 2022. Ardagna, C. A., Bian, H., Chang, C. K., Chang, R. N., Damiani, E., Dustdar, S., Marco, J., Singh, M., Teniente, E., Ward, R., Wang, Z., Xhafa, F. & Zhang, J. (eds.). IEEE, p. 221-230 10 p. (Proceedings of the IEEE International Conference on Services Computing).

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

    Open Access
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    1 Citation (Scopus)
    165 Downloads (Pure)
  • Enabling Awareness of Quality of Training and Costs in Federated Machine Learning Marketplaces

    Cao, T. D., Truong, H. L., Truong-Huu, T. & Nguyen, M. T., 2022, Proceedings - 2022 IEEE/ACM 15th International Conference on Utility and Cloud Computing, UCC 2022. IEEE, p. 41-50 10 p.

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

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    53 Downloads (Pure)
  • Improving Business Process Resilience to Long-tailed Business Events via Low-code

    Zhu, J., Peng, J., Zhang, L. & Truong, L., 16 Sept 2022, 2022 IEEE International Conference on Web Services (ICWS). Ardagna, C. A., Atukorala, N., Benatallah, B., Bouguettaya, A., Casati, F., Chang, C. K., Chang, R. N., Damiani, E., Guegan, C. G., Ward, R., Xhafa, F., Xu, X. & Zhang, J. (eds.). IEEE, p. 343-348 6 p.

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

    Open Access
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    4 Citations (Scopus)
    299 Downloads (Pure)
  • Robustness via Elasticity Accelerators for the IoT-Edge-Cloud Continuum

    Truong, L. & Magoutis, K., 2022, Proceedings - 2022 IEEE/ACM 15th International Conference on Utility and Cloud Computing, UCC 2022. IEEE, p. 291-296 6 p.

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

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    1 Citation (Scopus)
    21 Downloads (Pure)
  • Smart Contract Enabled Decentralized Reputation System for E-Commerce Reviews

    Kugblenu, C., Vuorimaa, P. & Keller, B., 2022, Internet of Things, Smart Spaces, and Next Generation Networks and Systems - 21st International Conference, NEW2AN 2021, and 14th Conference, ruSMART 2021, Proceedings. Koucheryavy, Y., Balandin, S. & Andreev, S. (eds.). Springer, p. 22-34 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13158 LNCS).

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

    Open Access
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    120 Downloads (Pure)
  • 2021

    Algorithm Visualization and the Elusive Modality Effect

    Zavgorodniaia, A., Tilanterä, A., Korhonen, A., Seppälä, O., Hellas, A. & Sorva, J., 16 Aug 2021, ICER 2021 - Proceedings of the 17th ACM Conference on International Computing Education Research. ACM, p. 368–378 11 p.

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

    Open Access
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    4 Citations (Scopus)
    182 Downloads (Pure)
  • Analyzing Fine-Grained Material Usage Behavior

    Koutcheme, C., Leinonen, J., Sorva, J. & Hellas, A., 15 Mar 2021, Seventh SPLICE Workshop at SIGCSE 2021 “CS Education Infrastructure for All III: From Ideas to Practice”. 3 p.

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsProfessional

    Open Access
  • ASRE – Towards Application-specific Resource Ensembles across Edges and Clouds

    Truong, L., Dec 2021, Proceedings of the 2021 17th International Conference on Network and Service Management: Smart Management for Future Networks and Services, CNSM 2021. Chemouil, P., Ulema, M., Clayman, S., Sayit, M., Cetinkaya, C. & Secci, S. (eds.). IEEE, p. 239-243 5 p. (International Conference on Network and Service Management).

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

    Open Access
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    86 Downloads (Pure)
  • Benchmarking Blockchain Interactions in Mobile Edge Cloud Software Systems

    Truong, H. L. & Rydzi, F., 2021, Benchmarking, Measuring, and Optimizing - Third BenchCouncil International Symposium, Bench 2020, Revised Selected Papers. Wolf, F. & Gao, W. (eds.). Springer, p. 213-231 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12614 LNCS).

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

    Open Access
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    1 Citation (Scopus)
    77 Downloads (Pure)
  • Foveated streaming of real-Time graphics

    Illahi, G. K., Siekkinen, M., Kamarainen, T. & Yla-Jaaski, A., 15 Jul 2021, MMSys 2021 - Proceedings of the 2021 Multimedia Systems Conference. ACM, p. 215-226 12 p.

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

    Open Access
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    4 Citations (Scopus)
    283 Downloads (Pure)
  • Holistic Explainability Requirements for End-to-End Machine Learning in IoT Cloud Systems

    Nguyen, M-L., Phung, T., Ly, D-H. & Truong, L., Sept 2021, Proceedings - 29th IEEE International Requirements Engineering Conference Workshops, REW 2021. Yue, T. & Mirakhorli, M. (eds.). IEEE, p. 188-194 7 p. (Proceedings of the IEEE International Conference on Requirements Engineering).

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

    Open Access
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    6 Citations (Scopus)
    162 Downloads (Pure)
  • Incentivizing Opportunistic Data Collection for Time-Sensitive IoT Applications

    Kortoçi, P., Mehrabi, A., Joe-Wong, C. & Di Francesco, M., 6 Jul 2021, 2021 18th IEEE International Conference on Sensing, Communication and Networking, SECON 2021. IEEE, 9 p. 9491593. (Annual IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks workshops; vol. 2021-July).

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

    Open Access
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    4 Citations (Scopus)
    76 Downloads (Pure)
  • Let’s Ask Students About Their Programs, Automatically

    Lehtinen, T., Santos, A. & Sorva, J., 20 May 2021, Proceedings - 2021 IEEE/ACM 29th International Conference on Program Comprehension, ICPC 2021. IEEE, p. 467-475 9 p. 9463046. (Proceedings/IEEE International Conference on Program Comprehension).

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

    Open Access
    14 Citations (Scopus)
  • MAppGraph: Mobile-App Classification on Encrypted Network Traffic using Deep Graph Convolution Neural Networks

    Pham, T-D., Ho, T-L., Truong-Huu, T., Cao, T-D. & Truong, L., 6 Dec 2021, Proceedings - 37th Annual Computer Security Applications Conference, ACSAC 2021. ACM, p. 1025–1038 14 p.

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

    Open Access
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    20 Citations (Scopus)
    641 Downloads (Pure)
  • Modeling Communication Reliability in LoRa Networks with Device-level Accuracy

    Toro Betancur, V., Premsankar, G., Slabicki, M. & Di Francesco, M., 10 May 2021, INFOCOM 2021 - IEEE Conference on Computer Communications. IEEE, 10 p. 9488783. (Proceedings / IEEE INFOCOM).

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

    Open Access
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    10 Citations (Scopus)
    1046 Downloads (Pure)
  • New Acos Content Types

    Korhonen, A., Mariani, G., Sormunen, P., Rybicki, J-M., Lukkarinen, A., Haaranen, L., Tilanterä, A. & Sorva, J., 15 Mar 2021, Seventh SPLICE Workshop at SIGCSE 2021 “CS Education Infrastructure for All III: From Ideas to Practice”. 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsProfessional

    Open Access
  • On Analysis of Security and Elasticity Dependency in IIoT Platform Services

    Raj, R. & Truong, L., Nov 2021, 2021 IEEE International Conference on Services Computing (SCC). Carminati, B., Chang, C. K., Damiani, E., Shuiguang, D., Tan, W., Wang, Z., Ward, R. & Zhang, J. (eds.). IEEE, p. 351-361 11 p. (Proceedings of the ... IEEE International Conference on Services Computing).

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

    Open Access
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    1 Citation (Scopus)
    272 Downloads (Pure)
  • QoA4ML – A Framework for Supporting Contracts in Machine Learning Services

    Truong, L. & Nguyen, T., 15 Nov 2021, 2021 IEEE International Conference on Web Services (ICWS). Chang, C. K., Damiani, E., Fan, J., Ghodous, P., Maximilien, M., Wang, Z., Ward, R. & Zhang, J. (eds.). IEEE, p. 465-475 11 p.

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

    Open Access
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    2 Citations (Scopus)
    327 Downloads (Pure)
  • Towards a JSON-based Algorithm Animation Language

    Tilanterä, A., Mariani, G., Korhonen, A. & Seppälä, O., 13 Nov 2021, Proceedings - 2021 Working Conference on Software Visualization, VISSOFT 2021. IEEE, p. 135-139 5 p.

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

    Open Access
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    1 Citation (Scopus)
    148 Downloads (Pure)
  • 2020

    Decentralized Reputation System on a Permissioned Blockchain for E-Commerce Reviews

    Kugblenu, C. & Vuorimaa, P., 12 May 2020, 17th International Conference on Information Technology–New Generations (ITNG 2020). Latifi, S. (ed.). Springer, p. 177-182 6 p. (Advances in Intelligent Systems and Computing; vol. 1134).

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

    7 Citations (Scopus)
  • On the Interplay of Foveated Rendering and Video Encoding

    Gazi Karam Illahi, G., Siekkinen, M., Kämäräinen, T. & Ylä-Jääski, A., 1 Nov 2020, Proceedings - VRST 2020: ACM Symposium on Virtual Reality Software and Technology. Spencer, S. N. (ed.). ACM, 3 p. 66

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

    Open Access
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    3 Citations (Scopus)
    177 Downloads (Pure)
  • 2019

    D2D-Enabled Collaborative Edge Caching and Processing with Adaptive Mobile Video Streaming

    Mehrabidavoodabadi, A., Siekkinen, M., Gazi Karam Illahi, G. & Ylä-Jääski, A., 12 Aug 2019, IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM) 2019. IEEE, p. 1-10 10 p.

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

    Open Access
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    201 Downloads (Pure)
  • Green Edge Adaptive Mobile Video Streaming with Device-to-Device Communication

    Mehrabidavoodabadi, A., Siekkinen, M. & Ylä-Jääski, A., 6 Sept 2019, IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC) 2019 . IEEE, p. 1-7 7 p.

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

    Open Access
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    140 Downloads (Pure)
  • 2016

    UniQue: An approach for unified and efficient querying of heterogeneous web data sources

    Laine, M., Kleimola, J. & Vuorimaa, P., 2016, WEBIST 2016 - Proceedings of the 12th International Conference on Web Information Systems and Technologies. SciTePress, Vol. 1. p. 84-94 11 p.

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

  • 2015

    Semantic Interoperability for Web Services based Smart Home Systems

    Järvinen, H. & Vuorimaa, P., 2015, International Conference on Agents and Artificial Intelligence (ICAART), Lisob, Portugal, January 10-12, 2015. SciTePress, p. 141-148

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

    1 Citation (Scopus)
  • 2014

    Interoperability for Web Services based Smart Home Control Systems

    Järvinen, H. & Vuorimaa, P., 2014, The 10th International Conference on Web Information Systems and Technologies (WEBIST 2014), Barcelona, Spain, April 3-5, 2014. p. 93-103

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

    3 Citations (Scopus)
  • 2013

    TouchModifier: enriched multi-touch gestures for tablet browsers

    Kleimola, J., Laine, M., Litvinova, E. & Vuorimaa, P., 2013, The ACM International Conference on Interactive Tabletops and Surfaces (ITS 2013), St. Andrews, UK, October 6-9, 2013. New York, NY, USA: ACM, p. 445-448

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

    4 Citations (Scopus)
  • 2012

    Engaging End Users in Real Smart Space Programming

    Litvinova, E. & Vuorimaa, P., 2012, The 2012 ACM Conference on Ubiquitous Computing (UbiComp 2012), Pittsburgh, PA, USA, September 5-8, 2012. ACM, p. 1090-1095

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