Facebook drives behavior of passive households in stock markets M Siikanen, K Baltakys, J Kanniainen, R Vatrapu, R Mukkamala, ... Finance Research Letters 27, 208-213, 2018 | 50 | 2018 |
Multilayer aggregation with statistical validation: Application to investor networks K Baltakys, J Kanniainen, F Emmert-Streib Scientific reports 8 (1), 8198, 2018 | 41 | 2018 |
Neighbors matter: Geographical distance and trade timing in the stock market K Baltakys, M Baltakienė, H Kärkkäinen, J Kanniainen Finance Research Letters 31, 2019 | 28 | 2019 |
Computational analysis of structural properties of economic and financial networks F Emmert-Streib, A Musa, K Baltakys, J Kanniainen, S Tripathi, O Yli-Harja, ... Journal of Network Theory in Finance 4 (3), 1-32, 2018 | 21 | 2018 |
Clusters of investors around initial public offering M Baltakienė, K Baltakys, J Kanniainen, D Pedreschi, F Lillo Palgrave Communications 5 (1), 1-14, 2019 | 19 | 2019 |
Identification of information networks in stock markets M Baltakienė, J Kanniainen, K Baltakys Journal of Economic Dynamics and Control 131, 104217, 2021 | 11 | 2021 |
Maximum entropy approach to link prediction in bipartite networks M Baltakiene, K Baltakys, D Cardamone, F Parisi, T Radicioni, M Torricelli, ... arXiv preprint arXiv:1805.04307, 2018 | 10 | 2018 |
Predicting the trading behavior of socially connected investors: Graph neural network approach with implications to market surveillance K Baltakys, M Baltakienė, N Heidari, A Iosifidis, J Kanniainen Expert Systems with Applications 228, 120285, 2023 | 6 | 2023 |
Investor trade allocation patterns in stock markets K Baltakys, J Kanniainen, J Saramäki, M Kivelä Journal of Economic Behavior & Organization 210, 191-209, 2023 | 6* | 2023 |
Investor networks and information transfer in stock markets K Baltakys Tampere University, 2019 | 6 | 2019 |
Structure of investor networks and financial crises K Baltakys, H Le Viet, J Kanniainen Entropy 23 (4), 381, 2021 | 5 | 2021 |
Trade synchronization and social ties in stock markets M Baltakienė, K Baltakys, J Kanniainen EPJ Data Science 11 (1), 54, 2022 | 3 | 2022 |
Network Analysis of Money Flows in Stock Markets J Karaila, K Baltakys, H Hansen, J Kanniainen Available at SSRN 4410662, 2023 | | 2023 |
Inference of monopartite networks from bipartite systems with different link types K Baltakys Scientific Reports 13 (1), 1072, 2023 | | 2023 |
Predicting the Trading Behavior of Socially Connected Investors K Baltakys, M Baltakienė, N Heidari, A Iosifidis, J Kanniainen SSRN Electronic Journal, 2023 | | 2023 |
NETWORKS OF BITCOIN INVESTOR WALLETS S Pakarinen, K Baltakys, J Kanniainen Tampere University, 2020 | | 2020 |