Wykaz publikacji wybranego autora

Piotr Andrzej Kowalski, dr hab. inż., prof. AGH

profesor nadzwyczajny

Wydział Fizyki i Informatyki Stosowanej
WFiIS-kis, Katedra Informatyki Stosowanej i Fizyki Komputerowej

  • 2018

    [dyscyplina 1] dziedzina nauk inżynieryjno-technicznych / informatyka techniczna i telekomunikacja

Identyfikatory Autora Informacje o Autorze w systemach zewnętrznych

ORCID: 0000-0003-4041-6900 orcid iD

ResearcherID: L-7874-2013

Scopus: 56005383000

PBN: 5e70927a878c28a04739672b

OPI Nauka Polska

System Informacyjny AGH (SkOs)

1
  • A complete algorithm for the reduction of pattern data in the classification of interval information
2
  • A modified particle swarm optimization procedure for triggering fuzzy flip-flop neural networks
3
4
5
  • Bayes classification for nonstationary patterns
6
  • Choice of the $p$-norm for high level classification features pruning in modern convolutional neural networks with local sensitivity analysis
7
  • Clustering with nature-inspired algorithm based on territorial behavior of predatory animals
8
  • Efficient astronomical data condensation using approximate nearest neighbors
9
  • Flattening layer pruning in convolutional neural networks
10
  • Identification of atypical (rare) elements - a conditional, distribution-free approach
11
12
  • Interval probabilistic neural network
13
14
  • Numerical modelling of the population of grey seal (\emph{Halichoerus grypus}) from the Baltic Sea in the context of reduction of damage to fishing economy
15
16
  • Sensitivity analysis for probabilistic neural network structure reduction
17
  • Survey of object-based data reduction techniques in observational astronomy
18
19
  • Training neural networks with Krill Herd Algorithm
20
  • Weighted probabilistic neural network