Mokslo kryptis |
Darbo pavadinimas ir aprašymas |
Metai |
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Daniušis, P., Vaitkus, Pr., 2008. Kernel regression on matrix patterns.Proceedings of Lith. mathematical society, Vol. 48-49, pp. 191-195. |
2008 |
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Daniušis, P., Vaitkus, Pr., 2008. Neural network with matrix inputs. Informatica, Vol. 19(4), pp. 477-486. |
2008 |
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Daniušis, P., Vaitkus, Pr., 2009. Matrix-based neural network with linear nodes. Electronics and Electrical engineering, Vol. 6(94), pp. 39-42. |
2009 |
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Daniušis, P., Vaitkus, Pr., 2009. A feature extraction algorithm based on the Hilbert-Schmidt independence criterion. Šiauliai Mathematical Seminar, Vol. 4(12), pp. 35-42. |
2009 |
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Daniušis, P., Vaitkus, Pr., 2009. Supervised feature extraction using Hilbert-Schmidt norms. Lecture Notes In Computer Science, Vol. 5788, pp. 25-33. |
2009 |
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Daniušis P., Janzing D., Mooij J., Zscheischler J., Steudel B., Zhang, K., and Schölkopf B., 2010. Inferring deterministic causal relations. Proceedings of UAI2010. |
2010 |
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Plikynas, D., Daniušis, P. Computational Intelligence and Multi-Agent Systems in Social Domain: Methods, Applications and Perspectives. Vilnius, Academy of Business and Management, 2010, pp. 395, ISBN
978-9955-528-18-0 (in Lithuanian) [monograph]. |
2010 |
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Daniušis, P. Feature extraction via dependence structure optimization (PhD thesis). |
2012 |
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Janzing, D., Mooij, J., Zhang, K., Lemeire, J., Zscheischler J., Daniušis, P., Steudel, B., and Schölkopf B., 2012. Information-geometric approach to inferring causal directions. Artificial Intelligence, Elsevier. |
2012 |
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Daniušis, P., Petkevičius, L., 2016. Circulant LSTM. (Preprint). |
2016 |
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Daniušis, P., Vaitkus, Pr., Petkevičius, L., 2016. Hilbert-Schmidt component analysis. Proceedings of Lith. mathematical society, Ser. A, Vol 57, pp. 7-11. |
2016 |
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Daniušis, P. 2018. Topological planning with neural controllers. (Preprint). |
2018 |
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Daniušis, P., Budrionis, A., Indriulionis, A., Plikynas, D. 2019. Computer Vision-based System for Impaired Human Vision Compensation. (Submitted to eTelemed2019). |
2019 |