Tampere University of Technology

TUTCRIS Research Portal

Juho Kanniainen

  1. 2019
  2. Published

    Temporal Attention augmented Bilinear Network for Financial Time-Series Data Analysis

    Thanh Tran, D., Iosifidis, A., Kanniainen, J. & Gabbouj, M., May 2019, In : IEEE Transactions on Neural Networks and Learning Systems . 30, 5, p. 1407-1418 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  3. Published

    Machine Learning for Forecasting Mid Price Movement using Limit Order Book Data

    Nousi, P., Tsantekidis, A., Passalis, N., Ntakaris, A., Kanniainen, J., Tefas, A., Gabbouj, M. & Iosifidis, A., 2019, In : IEEE Access. 7, p. 64722-64736

    Research output: Contribution to journalArticleScientificpeer-review

  4. 2018
  5. Published

    Multilayer Aggregation with Statistical Validation: Application to Investor Networks

    Baltakys, K., Kanniainen, J. & Emmert-Streib, F., 1 Dec 2018, In : Scientific Reports. 8, 1, 8198.

    Research output: Contribution to journalArticleScientificpeer-review

  6. Published

    Benchmark dataset for mid‐price forecasting of limit order book data with machine learning methods

    Ntakaris, A., Magris, M., Kanniainen, J., Gabbouj, M. & Iosifidis, A., Dec 2018, In : JOURNAL OF FORECASTING. 37, 8, p. 852-866 15 p.

    Research output: Contribution to journalArticleScientificpeer-review

  7. Published

    Facebook drives behavior of passive households in stock markets

    Siikanen, M., Baltakys, K., Kanniainen, J., Vatrapu, R., Mukkamala, R. & Hussain, A., Dec 2018, In : Finance Research Letters. 27, 11 p.

    Research output: Contribution to journalArticleScientificpeer-review

  8. E-pub ahead of print

    Temporal Bag-of-Features Learning for Predicting Mid Price Movements Using High Frequency Limit Order Book Data

    Passalis, N., Tefas, A., Kanniainen, J., Gabbouj, M. & Iosifidis, A., 9 Oct 2018, In : IEEE Transactions on Emerging Topics in Computational Intelligence. 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  9. Published

    Computational analysis of structural properties of economic and financial networks

    Emmert-Streib, F., Musa, A., Baltakys, K., Kanniainen, J., Tripathi, S., Yli-Harja, O., Jodlbauer, J. & Dehmer, M., 15 Aug 2018, In : Journal of Network Theory in Finance. 4, 3, p. 1-32 32 p.

    Research output: Contribution to journalArticleScientificpeer-review

  10. Published

    Dynamics of investor spanning trees around dot-com bubble

    Ranganathan, S., Kivelä, M. & Kanniainen, J., Jun 2018, In : PLoS ONE. 13, 6, e0198807.

    Research output: Contribution to journalArticleScientificpeer-review

  11. Published

    Practitioner’s guide to the use of cloud computing in finance

    Lin, B., Wehkamp, R. & Kanniainen, J., 12 Mar 2018, High-Performance Computing in Finance: Problems, Methods, and Solutions. Dempster, M., Kanniainen, J., Keane, J. & Vynckier, E. (eds.). Chapman and Hall/CRC, 31 p.

    Research output: Chapter in Book/Report/Conference proceedingChapterScientificpeer-review

  12. Published

    Layoff announcements and intra-day market reactions

    Velasquez, S., Kanniainen, J., Mäkinen, S. & Valli, J., Jan 2018, In : Review of Managerial Science. 12, 1, p. 203–228 26 p.

    Research output: Contribution to journalArticleScientificpeer-review

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