Projects funded by the NCN

Information on the principal investigator and host institution

Information of the project and the call

Keywords

Equipment

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Modern artificial intelligence algorithms in the analysis of geotechnical data

2011/03/D/ST8/04309

Keywords:

artificial intelligence learning systems geotechnical probing ground profiles

Descriptors:

  • ST8_2: Maritime/hydraulic/water engineering, civil engineering, aerospace engineering

Panel:

ST8 - Production and processes engineering: modelling, product design, process design and control, construction methods and engineering, power units and systems

Host institution :

Szkoła Główna Gospodarstwa Wiejskiego w Warszawie, Wydział Zastosowań Informatyki i Matematyki

woj. mazowieckie

Other projects carried out by the institution 

Principal investigator (from the host institution):

dr hab. Piotr Bilski 

Number of co-investigators in the project: 5

Call: SONATA 2 - announced on 2011-09-15

Amount awarded: 323 515 PLN

Project start date (Y-m-d): 2012-09-03

Project end date (Y-m-d): 2016-01-02

Project duration:: 40 months (the same as in the proposal)

Project status: Project settled

Equipment purchased [PL]

  1. Zakup środowiska do obliczeń inżynierskich Matlab wraz z niezbędnymi pakietami (toolbox). (20 000 PLN)
  2. Zakup trzech komputerów osobistych jako platform projektowych dla potrzeb tworzenia i implementacji algorytmów sztucznej inteligencji. Do zestawów planuje się dokupić jedną drukarkę kolorową laserową. (3 szt.) (16 000 PLN)

Information in the final report

  • Publication in academic press/journals (4)
  • Articles in post-conference publications (9)
  1. Analysis of the classifier fusion efficiency in the diagnostics of the accelerometer
    Authors:
    Piotr Bilski
    Academic press:
    Measurement (rok: 2015, tom: 67, strony: 116-125), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.measurement.2015.02.002 - link to the publication
  2. Automatic Estimation of the Number of Soil Profile Layers Using Bayesian Information Criterion
    Authors:
    J. Kurek, M. Kruk, P. Bilski, S. Rabarijoely, and B. Swiderski
    Academic press:
    Journal of Communication and Computer (rok: 2014, tom: 11, strony: 565-572), Wydawca: David Publishing
    Status:
    Published
    DOI:
    brak - link to the publication
  3. Data set preprocessing methods for the artificial intelligence-based diagnostic module
    Authors:
    P. Bilski
    Academic press:
    Measurement (rok: 2014, tom: 54, strony: 180-190), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.measurement.2014.03.023 - link to the publication
  4. AUTOMATIC PARAMETRIC FAULT DETECTION IN COMPLEX ANALOG SYSTEMS BASED ON A METHOD OF MINIMUM NODE SELECTION
    Authors:
    A. Bilski, J. Wojciechowski
    Academic press:
    International Journal of Applied Mathematics and Computer Science (rok: 2016, tom: 26, strony: 655–668), Wydawca: University of Zielona Góra
    Status:
    Accepted for publication
    DOI:
    10.1515/amcs-2016-0045 - link to the publication
  1. Conceptual Clustering for the Geotechnical Data Analysis
    Authors:
    P. Bilski, S. Rabarijoely
    Conference:
    2nd International Conference on Artificial Intelligence and Computer Science (AICS 2014) (rok: 2014, ), Wydawca: Kolej Universiti Islam Antarabangsa Selangor
    Data:
    konferencja 15-16 Sept. 2014
    Status:
    Published
    DOI:
    link to the publication
  2. SOILS CLASSIFICATION SYSTEM ON THE BASIS OF DMT AND CPT DATA
    Authors:
    Michał Kruk, Jarosław Kurek, Piotr Bilski, Oguz Akpolat and Simon Rabarijoely
    Conference:
    3rd International Conference on Artificial Intelligence and Computer Science 2015 (rok: 2015, ), Wydawca: World Conference Resources Koperasi KOKISDAR Kolej Universiti Islam Antarabangsa Selangor (KUIS), Bandar Seri Putra, 43600 Kajang, Selangor, MALAYSIA
    Data:
    konferencja 12-13 October
    Status:
    Published
    DOI:
    link to the publication
  3. Automated Soil Profile Generation Methods on the Basis of DMT and CPT Data
    Authors:
    M. Kruk, J. Kurek, P. Bilski and S. Rabarijoely
    Conference:
    2nd International Conference on Artificial Intelligence and Computer Science (AICS 2014) (rok: 2014, ), Wydawca: Kolej Universiti Islam Antarabangsa Selangor
    Data:
    konferencja 15-16 Sept. 2014
    Status:
    Published
    DOI:
    link to the publication
  4. APPLICATION OF THE RULE-BASED SYSTEM FOR THE CLASSIFICATION OF SOIL LAYERS
    Authors:
    P. Bilski and S. Rabarijoely
    Conference:
    3rd International Conference on Artificial Intelligence and Computer Science 2015 (rok: 2015, ), Wydawca: World Conference Resources Koperasi KOKISDAR Kolej Universiti Islam Antarabangsa Selangor (KUIS), Bandar Seri Putra, 43600 Kajang, Selangor, MALAYSIA
    Data:
    konferencja 12 - 13 October
    Status:
    Published
    DOI:
    link to the publication
  5. Ant clustering for the CPT and DMT-based soil profile generation
    Authors:
    A. Bilski
    Conference:
    2015 IEEE 8th International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS) (rok: 2015, ), Wydawca: IEEE
    Data:
    konferencja 24-26 Sept.
    Status:
    Published
    DOI:
    link to the publication
  6. Automatic Estimation of the Number of Soil Profile Layers Using Bayesian Information Criterion
    Authors:
    J. Kurek, M. Kruk, P. Bilski, S. Rabarijoely, and B. Swiderski
    Conference:
    2nd International Conference on Artificial Intelligence and Computer Science (AICS 2014) (rok: 2014, ), Wydawca: Kolej Universiti Islam Antarabangsa Selangor
    Data:
    konferencja 15-16 Sept. 2014
    Status:
    Published
    DOI:
    link to the publication
  7. THE APPLICATION OF ENSEMBLE CLASSIFICATION TECHNIQUES IN SOIL CLASSIFICATION SYSTEM ON THE BASIS OF DMT AND CPT DATA
    Authors:
    Jarosław Kurek, Michał Kruk, Piotr Bilski, Oguz Akpolat, Simon Rabarijoely and Grzegorz Wieczorek
    Conference:
    3rd International Conference on Artificial Intelligence and Computer Science 2015 (rok: 2015, ), Wydawca: World Conference Resources Koperasi KOKISDAR Kolej Universiti Islam Antarabangsa Selangor (KUIS), Bandar Seri Putra, 43600 Kajang, Selangor, MALAYSIA
    Data:
    konferencja 12-13 October
    Status:
    Published
    DOI:
    link to the publication
  8. Three-dimensional soil profiles based on the geotechnical probes data clustering
    Authors:
    P. Bilski, S. Rabarijoely
    Conference:
    XVI ECSMGE Geotechnical Engineering for Infrastructure and Development (rok: 2015, ), Wydawca: ICE Publishing
    Data:
    konferencja 13-17 September
    Status:
    Published
  9. A method for minimum node selection in diagnostics of analog systems
    Authors:
    Adrian Bilski, Jacek Wojciechowski
    Conference:
    13th IMEKO TC10 Workshop on Technical Diagnostics Advanced measurement tools in technical diagnostics for systems' reliability and safety (rok: 2014, ), Wydawca: IMEKO
    Data:
    konferencja June 26-27, 2014, Warsaw, Poland
    Status:
    Published

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