Wykaz publikacji wybranego autora

Marcin Kurdziel, dr hab. inż., prof. AGH

profesor nadzwyczajny

Wydział Informatyki
WI-ii, Instytut Informatyki

  • 2018

    [dyscyplina 1] dziedzina nauk ścisłych i przyrodniczych / informatyka

    [dyscyplina 2] dziedzina nauk inżynieryjno-technicznych / informatyka techniczna i telekomunikacja (50%)

[poprzednia klasyfikacja] obszar nauk technicznych / dziedzina nauk technicznych / informatyka

Identyfikatory Autora Informacje o Autorze w systemach zewnętrznych

ORCID: 0000-0003-2022-7424 orcid iD

ResearcherID: brak

Scopus: 10641814700

PBN: 5e70922c878c28a04739117b

OPI Nauka Polska

System Informacyjny AGH (SkOs)

1
  • A Bayesian nonparametrics view into deep representations
2
  • Active safety for individual and connected vehicles using mobile phone only
3
  • Approximate clustering of noisy biomedical data
4
  • Binary paragraph vectors
5
  • Dense affinity propagation on clusters of GPUs
6
  • Detection of clustered microcalcifications in small field digital mammography
7
  • Disambiguated skip-gram model
8
  • Driver profiling by using LSTM networks with Kalman filtering
9
  • Dynamics of water at membrane surfaces: Efect of headgroup structure
10
  • Effective car collision detection with mobile phone only
11
  • Encouraging orthogonality between weight vectors in pretrained deep neural networks
12
  • Finding exemplars in dense data with affinity propagation on clusters of GPUs
13
14
  • Implementing deep learning algorithms on graphics processor units
15
  • Implementing deep learning algorithms on graphics processor units
16
  • Monte Carlo winning tickets
17
18
  • Neural representations reveal distinct modes of class fitting in residual convolutional networks
19
20
  • Performance evaluation and monitoring of interactive Grid applications
21
  • Performance measurement model in the G-PM tool
22
  • Prediction of the facial growth direction: regression perspective
23
  • Procrustes analysis of truncated least squares multidimensional scaling
24
  • Random projection initialization for deep neural networks
25
  • Recognition of subtle microcalcifications in high-resolution mammograms