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  • 2020

    Group Heterogeneity Assessment for Multilevel Models

    Paananen, T., Catalina Feliu, A., Burkner, P.-C. & Vehtari, A., 6 May 2020, (Submitted) Submitted.

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

  • 2019

    TC-Net: Self-Supervised Monocular Video Scene Understanding Using Temporally Consistent Geometric Prior

    Melekhov, I., Rahtu, E., Kannala, J. & Kendall, A., 2019, (Accepted/In press) International Conference on Machine Learning (ICML) Workshops.

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

  • 2018

    All You Need Is "Love": Evading Hate Speech Detection

    Gröndahl, T., Pajola, L., Juuti, M., Conti, M. & Asokan, N., 2018, Proceedings of the 11th ACM Workshop on Artificial Intelligence and Security. New York: ACM, p. 2-12 10 p.

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

    Open Access
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    151 Citations (Scopus)
    556 Downloads (Pure)

  • A Nonparametric Spatio-temporal SDE Model

    Yildiz, C., Heinonen, M. & Lähdesmäki, H., 2018, NIPS 2018 Spatiotemporal Workshop: 32nd Conference on Neural Information Processing Systems (NIPS 2018), Montréal, Canada. Neural Information Processing Systems Foundation, p. 1-5

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

  • CloudVR: Cloud Accelerated Interactive Mobile Virtual Reality

    Kämäräinen, T., Siekkinen, M., Eerikäinen, J. & Ylä-Jääski, A., 15 Oct 2018, Proceedings of the 26th ACM International Conference on Multimedia. New York, NY, USA: ACM, p. 1181-1189 9 p.

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

    Open Access
    42 Citations (Scopus)

  • Complexity and its dimensions in the servitization literature

    Zou, W., Brax, S. & Rajala, R., 15 May 2018, Proceedings of the Spring Servitization Conference: Driving Competitiveness through Servitization. Bigdeli, A., Frandsen, T., Raja, J. & Baines, T. (eds.). Copenhagen Business School, p. 1-9

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

  • Computationally inferred genealogical networks uncover long-term trends in assortative mating

    Malmi, E., Gionis, A. & Solin, A., 2018, Proceedings of the International World Wide Web Conference (WWW). ACM, p. 883-892 10 p.

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

    Open Access
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    212 Downloads (Pure)

  • Computer science in online gaming communities

    Haaranen, L. & Duran, R., 1 Jan 2018, Computers Supported Education - 9th International Conference, CSEDU 2017, Revised Selected Papers. Springer, p. 279-299 21 p. (Communications in Computer and Information Science; vol. 865).

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

    3 Citations (Scopus)

  • How do Practitioners Understand External Platforms and Services? A Grounded Theory Investigation

    Bazarhanova, A., Yli-Huumo, J. & Smolander, K., 1 Oct 2018, Information Systems Development: Designing Digitalization (ISD2018 Proceedings). Association for Information Systems, 12 p.

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

    2 Citations (Scopus)

  • "I know it when i see it" - Perceptions of code quality: ITiCSE'17 working group report

    Börstler, J., Störrle, H., Toll, D., Van Assema, J., Duran, R., Hooshangi, S., Jeuring, J., Keuning, H., Kleiner, C. & MacKellar, B., 30 Jan 2018, ITiCSE-WGR 2017 - Proceedings of the 2017 ITiCSE Conference on Working Group Reports. ACM, Vol. 2018-January. p. 70-85 16 p.

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

    39 Citations (Scopus)

  • Learning representations for soft skill matching

    Sayfullina, L., Malmi, E. & Kannala, J., 1 Jan 2018, Analysis of Images, Social Networks and Texts - 7th International Conference, AIST 2018, Revised Selected Papers. Panchenko, A., van der Aalst, W. M., Khachay, M., Pardalos, P. M., Batagelj, V., Loukachevitch, N., Glavaš, G., Ignatov, D. I., Kuznetsov, S. O., Koltsova, O., Lomazova, I. A., Savchenko, A. V., Napoli, A. & Pelillo, M. (eds.). Springer, p. 141-152 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11179 LNCS).

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

    Open Access
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    22 Citations (Scopus)
    245 Downloads (Pure)

  • Mitigating Branch-Shadowing Attacks on Intel SGX using Control Flow Randomization

    Hosseinzadeh, S., Liljestrand, H., Leppanen, V. & Paverd, A., 15 Oct 2018, SysTEX '18: Proceedings of the 3rd Workshop on System Software for Trusted Execution. ACM, p. 42-47 6 p.

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

  • On the sample complexity of graphical model selection from non-stationary samples

    Tran, N. Q. & Jung, A., 10 Sept 2018, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. IEEE, Vol. 2018-April. p. 6314-6317 4 p. 8462689

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

    Open Access
    3 Citations (Scopus)

  • Reconstructing a cascade from temporal observations

    Xiao, H., Rozenshtein, P., Tatti, N. & Gionis, A., 2018, Proceedings of the 2018 SIAM International Conference on Data Mining . Society for Industrial and Applied Mathematics, p. 666-674

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

    Open Access
    12 Citations (Scopus)

  • Sparse Non-linear CCA through Hilbert-Schmidt Independence Criterion

    Uurtio, V., Bhadra, S. & Rousu, J., 2018, 2018 IEEE International Conference on Data Mining, ICDM 2018. IEEE, p. 1278-1283 6 p. 8594981

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

    Open Access
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    6 Citations (Scopus)
    260 Downloads (Pure)

  • Towards an analysis of program complexity from a cognitive perspective

    Duran, R., Sorva, J. & Leite, S., 9 Aug 2018, ICER '18 : Proceedings of the 2018 ACM Conference on International Computing Education Research . ACM, p. 21-30 10 p.

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

    30 Citations (Scopus)

  • Towards an Instructional Design of Complex Learning in Introductory Programming Courses

    Duran, R., 13 Aug 2018, ICER 2018 - Proceedings of the 2018 ACM Conference on International Computing Education Research. ACM, p. 262-263 2 p.

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

    1 Citation (Scopus)

  • Transforming the learning and educational culture at a university

    Malmi, L., Kauppinen, T., Keltikangas, K. & Kinnunen, P., Sept 2018, Proceedings of the 46th SEFI Annual Conference 2018. Clark, R., Munkebo Hussman, P., Järvinen, H.-M., Murphy, M. & Etchells Vigild, M. (eds.). Belgium: Société européenne pour la formation des ingénieurs, p. 1040-1047 8 p.

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

    Open Access
    1 Citation (Scopus)

  • User Modelling for Avoiding Overfitting in Interactive Knowledge Elicitation for Prediction

    Daee, P., Peltola, T., Vehtari, A. & Kaski, S., 8 Mar 2018, IUI 2018 - Proceedings of the 23rd International Conference on Intelligent User Interfaces. ACM, p. 305-310 6 p.

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

    Open Access
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    15 Citations (Scopus)
    177 Downloads (Pure)

  • User satisfaction with organizational learning time-efficiency in Topaasia Cards

    Hannula, O. & Harviainen, J. T., 1 Jan 2018, Simulation Gaming. Applications for Sustainable Cities and Smart Infrastructures - 48th International Simulation and Gaming Association Conference, ISAGA 2017, Revised Selected Papers. Springer, p. 103-109 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10825 LNCS).

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

    Open Access
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    112 Downloads (Pure)

  • Word embedding based on low-rank doubly stochastic matrix decomposition

    Sedov, D. & Yang, Z., 2018, Neural Information Processing: 25th International Conference, ICONIP 2018 Siem Reap, Cambodia, December 13–16, 2018 Proceedings, Part III. Springer, Vol. 3. p. 90-100 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11303 LNCS).

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

    Open Access
    File
    1 Citation (Scopus)
    62 Downloads (Pure)
  • 2017

    Ad-blocking: A study on performance, privacy and counter-measures

    Garimella, K., Kostakis, O. & Mathioudakis, M., 25 Jun 2017, WebSci 2017 - Proceedings of the 2017 ACM Web Science Conference. ACM, p. 259-262 4 p.

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

    28 Citations (Scopus)

  • A Multi-tier Data Reduction Mechanism for IoT Sensors

    Feng, L., Kortoci, P. & Liu, Y., 2017, Proceedings of the Seventh International Conference on the Internet of Things . IEEE, p. 1-8 6

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

    8 Citations (Scopus)

  • An exploration of mobile shape-changing textures

    Hoggan, E., Hsieh, Y. T., Myllymaa, K., Lantz, V., Kildal, J., Eiler, J. & Jacucci, G., 20 Mar 2017, TEI 2017 - Proceedings of the 11th International Conference on Tangible, Embedded, and Embodied Interaction. ACM, p. 275-282 8 p.

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

    3 Citations (Scopus)

  • An Information Retrieval Approach for Finding Dependent Subspaces of Multiple Views

    Lin, Z. & Peltonen, J., Jul 2017, Machine Learning and Data Mining in Pattern Recognition: 13th International Conference, MLDM 2017 New York, NY, USA, July 15 – 20, 2017, Proceedings. Perner, P. (ed.). Springer, p. 1-16 15 p. (Lecture Notes in Computer Science; no. 10358).

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

    2 Citations (Scopus)

  • Bayesian optimization of unimodal functions

    Andersen, M. R., Siivola, E. & Vehtari, A., 2017, NIPS Workshop on Bayesian Optimization : BayesOpt 2017.

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

    Open Access

  • Correcting boundary over-exploration deficiencies in Bayesian optimization with virtual derivative sign observations

    Siivola, E., Vehtari, A., Vanhatalo, J. & González, J., 2017, NIPS Workshop on Bayesian Optimization : BayesOpt 2017.

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

    Open Access

  • Dynamics of product-organization interactions over the project lifecycle: Do products define organizations in projects, or vice versa?

    Artto, K., Matinheikki, J., Turkulainen, V., Lehtinen, J. & Rajala, R., 2017, The 8th International Project Business Workshop, June 8 – 10, Stevens Institute of Technology, Hoboken, NJ..

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

  • Link between gaming communities in YouTube & computer science

    Haaranen, L. & Duran, R., 2017, CSEDU 2017 - Proceedings of the 9th International Conference on Computer Supported Education. SciTePress, Vol. 2. p. 17-24 8 p.

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

    2 Citations (Scopus)

  • Product-organization interdependence in project organizing: managing moving targets in complex projects

    Artto, K., Lehtinen, J., Matinheikki, J., Peltokorpi, A. & Rajala, R., 2017, The 8th International Project Business Workshop, June 8 – 10, Stevens Institute of Technology, Hoboken, NJ..

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

  • Risk-informed decision making under incomplete information: portfolio decision analysis and credal networks

    Mancuso, A., Compare, M., Salo, A. & Zio, E., 2017, Safety and reliability: theory and applications: Proceedings of the 27th European Safety and Reliability Conference (ESREL 2017), Portorož, Slovenia, 18-22 June 2017. CRC Press

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

  • SELint: An SEAndroid policy analysis tool

    Reshetova, E., Bonazzi, F. & Asokan, N., 1 Jan 2017, ICISSP 2017 - Proceedings of the 3rd International Conference on Information Systems Security and Privacy. Mori, P., Furnell, S. & Camp, O. (eds.). SciTePress, p. 47-58 12 p.

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

    10 Citations (Scopus)

  • STRATEGIC PRACTICES OF STAKEHOLDER MANAGEMENT IN MEGAPROJECTS

    Lehtinen, J., Aaltonen, K. & Rajala, R., 5 Jun 2017, 15th Engineering Project Organization Conference with 5th International Megaprojects Workshop, Stanford Sierra Camp, California, June 5-7, 2017.

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

  • Theoretical analysis of PF scheduling with bursty traffic model in OFDMA systems

    Zhang, G., Xu, J., Liu, L., Yang, Y., Li, Q. & Hamalainen, M., 28 Jul 2017, 2017 IEEE International Conference on Communications, ICC 2017. IEEE, 7997336

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

    5 Citations (Scopus)

  • Towards a fine-grained analysis of complexity of programming tasks

    Duran, R., 14 Aug 2017, ICER 2017 - Proceedings of the 2017 ACM Conference on International Computing Education Research. ACM, p. 271-272 2 p.

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

  • Tying knots in a quantum fluid

    Hall, D. S., Ray, M., Tiurev, K., Ruokokoski, E., Gheorghe, A. H. & Möttönen, M., 2017, JSAP-OSA Joint Symposia, JSAP 2017. Optical Society of America (OSA), Vol. Part F78-JSAP 2017.

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

  • Utilizing Experience Goals in Design of Industrial Systems

    Roto, V., Kaasinen, E., Heimonen, T., Karvonen, H., Jokinen, J. P., Mannonen, P., Nousu, H., Hakulinen, J., Lu, Y., Saariluoma, P. O., Kymäläinen, T., Keskinen, T., Turunen, M. & Koskinen, H., 2017, Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems. New York: ACM, p. 6993-7004 12 p.

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

    9 Citations (Scopus)
  • 2016

    Designing Information Governance with a Focus on Competence Management in a Knowledge-Intensive Project Organization

    Niemi, E. & Laine, S., 2016, 21st International Conference on Information Quality (ICIQ 2016) : Proceedings of a meeting held 22-23 June 2016, Ciudad Real, Spain. Curran Associates Inc., p. 1-12

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

    4 Citations (Scopus)
  • 2014

    A research framework for the smartphone-based contextual study of mobile knowledge work

    Heiskala, M., Palomäki, E., Vartiainen, M., Hakkarainen, K. & Muukkonen, H., 1 Jan 2014, Design, User Experience, and Usability: User Experience Design for Diverse Interaction Platforms and Environments - Third International Conference, DUXU 2014, Held as Part of HCI Int. 2014, Proc.. PART 2 ed. Springer, p. 246-257 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8518 LNCS, no. PART 2).

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

    1 Citation (Scopus)

  • Managing external resources - preliminary results from a literature review

    Tanskanen, K., Ahola, T., Aminoff, A., Kaipia, R., Kauppi, K. & Bragge, J., 2014, 23rd Annual International Purchasing and Supply Education and Research Association Conference (IPSERA), Pretoria, South Africa, April 13-16, 2014. International Purchasing and Supply Education and Research Association (IPSERA)

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

  • Organizational responses to ambiguous expectations in solar technology markets

    Nissilä, H., Holopainen, M. & Rajala, R., 2014, 30th European Group for Organizational Studies Colloquium (EGOS), Rotterdam, the Netherlands, 3-5 July, 2014. European Group for Organizational Studies (EGOS)

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

  • Towards proper sampling and statistical analysis of defects

    Cetin, A., Roiko, A. & Lind, M., 2014, FDMD II - JIP 2014 - Fatigue Design and Material Defects. EDP Sciences, Vol. 12. 02001. (MATEC Web of Conferences).

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

  • 2012

    Can mobile health deliver participatory medicine to all citizens in modern society?

    Martinez, R. & Tong, M., 2012, 4th International Conference on Well-Being in the Information Society, WIS 2012, Turku, 22 August 2012 - 24 August 2012. Springer Gabler , p. 83-90 (Communications in Computer and Information Science).

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

    2 Citations (Scopus)

  • On the usefulness of predicates

    Austrin, P. & Håstad, J., 2012, Proceedings - 2012 IEEE 27th Conference on Computational Complexity, CCC 2012. p. 53-63 11 p. 6243381. (IEEE Conference on Computational Complexity).

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

    10 Citations (Scopus)
  • 2011

    The Impact of Information Technology Enabled Services on Value Co-Creation

    Heiskala, M., Hiekkanen, K. & Korhonen, J. J., 2011, The 2011 Naples Forum on Service - Service Dominant logic, Network & Systems Theory and Service Science: integrating three perspectives for a new service agenda, Capri, Italy, June 14-17, 2011. Gummesson, E., Mele, C. & Polese, F. (eds.). Giannini, Napoli

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

  • 2010

    Radiation resistance of construction steels for high-temperature reactors

    Veternikova, J., Degmova, J., Sojak, S., Kilpeläinen, S. & Slugen, V., 2010, The 16th International Conference on Applied Physics of Condensed Matter. p. 125-129

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

  • Tutorial: Applying Statistical Research Methods in Software Business

    Ronkko, M. & Ylitalo, J., 2010, SOFTWARE BUSINESS. Tyrvainen, P., Jansen, S. & Cusumano, M. (eds.). Springer, p. 226-226 1 p. (Lecture Notes in Business Information Processing; vol. 51).

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

  • 2009

    CultureSampo: A national publication system of cultural heritage on the semantic web 2.0

    Hyvönen, E., Mäkelä, E., Kauppinen, T., Alm, O., Kurki, J., Ruotsalo, T., Seppälä, K., Takala, J., Puputti, K., Kuittinen, H., Viljanen, K., Tuominen, J., Palonen, T., Frosterus, M., Sinkkilä, R., Paakkarinen, P., Laitio, J. & Nyberg, K., 2009, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer, Vol. 5554 LNCS. p. 851-856 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5554 LNCS).

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

    28 Citations (Scopus)