Projects funded by the NCN

Information on the principal investigator and host institution

Information of the project and the call

Keywords

Equipment

Delete all

Semantic tensor networks for large data sets analysis

2014/15/B/ST6/05204

Keywords:

multilinear algebra tensor methods numerical methods

Descriptors:

  • ST6_5: Cryptography, security, privacy, quantum computing
  • ST6_11: Machine learning, statistical data processing and applications using signal processing (e.g. speech, image, video)

Panel:

ST6 - Computer science and informatics: informatics and information systems, computer science, scientific computing, intelligent systems

Host institution :

Instytut Informatyki Teoretycznej i Stosowanej PAN

woj. śląskie

Other projects carried out by the institution 

Principal investigator (from the host institution):

dr hab. Piotr Gawron 

Number of co-investigators in the project: 6

Call: OPUS 8 - announced on 2014-09-15

Amount awarded: 589 104 PLN

Project start date (Y-m-d): 2015-09-30

Project end date (Y-m-d): 2019-03-29

Project duration:: 42 months (the same as in the proposal)

Project status: Project settled

Information in the final report

  • Publication in academic press/journals (13)
  • Book publications / chapters in book publications (3)
  1. An algorithm for arbitrary–order cumulant tensor calculation in a sliding window of data streams
    Authors:
    Krzysztof Domino, Piotr Gawron
    Academic press:
    International Journal of Applied Mathematics and Computer Science (rok: 2019, tom: 29, strony: 195), Wydawca: UNIV ZIELONA GORA PRESS
    Status:
    Published
    DOI:
    10.2478/amcs-2019-0015 - link to the publication
  2. The use of the multi-cumulant tensor analysis for the algorithmic optimisation of investment portfolios
    Authors:
    Domino K
    Academic press:
    Physica A: Statistical Mechanics and its Applications (rok: 2016, tom: 467, strony: 267), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.042 - link to the publication
  3. Approximation of quantum control correction scheme using deep neural networks
    Authors:
    M. Ostaszewski, J.A. Miszczak, P. Sadowski, L. Banchi
    Academic press:
    Quantum Information Processing (rok: 2019, tom: 18, strony: 126), Wydawca: SPRINGER
    Status:
    Published
    DOI:
    10.1007/s11128-019-2240-7 - link to the publication
  4. Efficient computation of higher-order cumulant tensors
    Authors:
    Domino K, Gawron P, Pawela Ł
    Academic press:
    SIAM: SIAM Journal on Scientific Computing (rok: 2018, tom: 40, strony: 1590), Wydawca: Society for Industrial and Applied Mathematics, Philadelphia USA
    Status:
    Published
    DOI:
    10.1137/17M1149365 - link to the publication
  5. Superdiffusive quantum stochastic walk definable on arbitrary directed graph
    Authors:
    Domino K, Glos A, Ostaszewski M
    Academic press:
    Quantum Information & Computation (rok: 2018, tom: 17, strony: 0973-0986), Wydawca: Rinton Press (Princeton, New Jersey)
    Status:
    Published
    DOI:
    10.26421/QIC17.11-12 - link to the publication
  6. An application of higher order multivariate cumulants in modelling of myoelectrical activity of porcine uterus during early pregnancy
    Authors:
    Malgorzata Domino, Krzysztof Domino, Zdzislaw Gajewski
    Academic press:
    Biosystems (rok: 2019, tom: 175, strony: 30), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.019 - link to the publication
  7. Geometrical versus time-series representation of data in learning quantum control
    Authors:
    M. Ostaszewski, J.A. Miszczak, P. Sadowski
    Academic press:
    Journal of Physics A: Mathematical and Theoretical (rok: 2020, tom: 53, strony: 195301), Wydawca: IoP
    Status:
    Published
    DOI:
    10.1088/1751-8121/ab8244 - link to the publication
  8. Impact of global and local interaction on quantum spatial search on chimera graph
    Authors:
    Adam Glos, Tomasz Januszek
    Academic press:
    International Journal of Quantum Information (rok: 2019, tom: 17, strony: 1950040-1--11), Wydawca: World Scientific
    Status:
    Published
    DOI:
    10.1142/S0219749919500400 - link to the publication
  9. Multivariate cumulants in outlier detection for financial data analysis
    Authors:
    Krzysztof Domino
    Academic press:
    Physica A (rok: 2020, tom: 558, strony: 124995), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.physa.2020.124995 - link to the publication
  10. QuantumInformation.jl—A Julia package for numerical computation in quantum information theory
    Authors:
    Piotr Gawron, Dariusz Kurzyk, Łukasz Pawela
    Academic press:
    PLoS One (rok: 2018, tom: 13, strony: e0209358), Wydawca: PUBLIC LIBRARY SCIENCE
    Status:
    Published
    DOI:
    10.1371/journal.pone.0209358 - link to the publication
  11. Properties of quantum stochastic walks from the asymptotic scaling exponent
    Authors:
    Domino K, Glos A, Ostaszewski M, Pawela Ł, Sadowski P
    Academic press:
    Quantum Information & Computation (rok: 2018, tom: 18, strony: 0181-0199), Wydawca: Rinton Press (Princeton, New Jersey)
    Status:
    Published
    DOI:
    10.26421/QIC18.3-4 - link to the publication
  12. Quantum hidden Markov models based on transition operation matrices
    Authors:
    Cholewa M, Gawron P, Głomb P, Kurzyk D
    Academic press:
    Quantum Information Processing (rok: 2017, tom: 16, strony: 101), Wydawca: Springer
    Status:
    Published
    DOI:
    10.1007/s11128-017-1544-8 - link to the publication
  13. Unified approach to geometric and positive-map-based nonlinear entanglement identifiers
    Authors:
    Marcin Markiewicz, Adrian Kołodziejski, Zbigniew Puchała, Adam Rutkowski, Tomasz Tylec, Wiesław Laskowski
    Academic press:
    Physical Review A (rok: 2018, tom: 97, strony: 42339), Wydawca: APS
    Status:
    Published
    DOI:
    10.1103/PhysRevA.97.042339 - link to the publication
  1. Application of continuous time quantum walks to image segmentation
    Authors:
    Michal Krok, Katarzyna Rycerz, Marian Bubak
    Book:
    Computational Science – ICCS 2019 (rok: 2019, tom: 11537, strony: 17-30), Wydawca: Springer
    Status:
    Published
    DOI:
    link to the publication
  2. Band selection with Higher Order Multivariate Cumulants for small target detection in hyperspectral images
    Authors:
    Przemysław Głomb, Krzysztof Domino, Michał Romaszewski, Michał Cholewa
    Book:
    Proceedings of the 2nd Conference "Polskie Porozumienie na Rzecz Rozowju Sztucznej Inteligencji" PP-RAI 2019 (rok: 2019, tom: n/d, strony: 121-126), Wydawca: Department of Systems and Computer Networks, Faculty of Electronics, Wroclaw University of Science and Technology
    Status:
    Published
    DOI:
    link to the publication
  3. Support for high-level quantum Bayesian inference
    Authors:
    Marcin Przewięźlikowski, Michał Grabowski, Dariusz Kurzyk, Katarzyna Rycerz
    Book:
    Computational Science – ICCS 2019 (rok: 2019, tom: 11540, strony: 764-770), Wydawca: Springer
    Status:
    Published
    DOI:
    link to the publication

O Narodowym Centrum Nauki

Finansowanie nauki

Współpraca zagraniczna

Centrum prasowe

Deklaracja dostępności
Przetwarzanie danych osobowych
Polityka cookies

Partnerzy