Wykaz publikacji wybranego autora

Marcin Kuta, dr inż.

adiunkt

Wydział Informatyki
WI-ii, Instytut Informatyki

  • 2021

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

  • 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: 0000-0002-5496-6287 orcid iD

ResearcherID: H-9255-2012

Scopus: 6506508740

PBN: 5e70922c878c28a04739117d

OPI Nauka Polska

System Informacyjny AGH (SkOs)

1
  • Accuracy of baseline and complex methods applied to morphosyntactic tagging of Polish
2
  • Actor model of a new functional language - Anemone
3
  • Application of stacked methods to part-of-speech tagging of Polish
4
  • Application of stacked methods to part-of-speech tagging of Polish
5
  • Are n-gram categories helpful in text classification?
6
  • Author profiling with Classification Restricted Boltzmann Machines
7
  • Authorship attribution of Polish newspaper articles
8
  • Benchmarking high performance architectures with natural language processing algorithms
9
  • Benchmarking high performance architectures with natural language processing algorithms
10
  • Clustering Polish texts with latent semantic analysis
11
  • Comparison of latent semantic analysis and probabilistic latent semantic analysis for documents clustering
12
  • Data access time estimation for the CASTOR HSM system
13
  • Depth in multi-headed Recurrent Neural Networks
14
  • Image recognition of plants and plant diseases with transfer learning and feature compression
15
  • Optimisation of character n-gram profiles method for intrinsic plagiarism detection
16
  • Personality recognition from source code based on lexical, syntactic and semantic features
17
  • Prediction and load balancing system for distributed storage
18
  • Replica management for national data storage
19
  • Replica management for national data storage
20
  • Sentiment analysis with tree-structured gated recurrent units
21
  • Simulations of quantum finite automata
22
  • Stacked denoising autoencoders in author profiling
23
  • TeToN – a Jena-based tool for text-to-ontology approach
24
  • Time and memory requirements in Natural Language Processing of Polish
25
  • Trends in modern exception handling