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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Hybrid artificial intelligence system for Automated Valuation Models (AVMs) purposes on limited real estate markets and insufficient datasets.

2019/33/B/HS4/00072

Keywords:

insufficient/fuzzy data limited property markets Automated Valuation Models artificial intelligence data mining machine learning property expert support systems obstacles in property valuation

Descriptors:

  • HS4_15: Land management, urban studies
  • HS4_14: Human and social geography

Panel:

HS4 - Individuals, institutions, markets: economics, finance, management, demography, social and economic geography, urban studies

Host institution :

Uniwersytet Warmińsko-Mazurski w Olsztynie, Wydział Geoinżynierii

woj.

Other projects carried out by the institution 

Principal investigator (from the host institution):

dr hab. Małgorzata Beata Renigier-Biłozor 

Number of co-investigators in the project: 8

Call: OPUS 17 - announced on 2019-03-15

Amount awarded: 489 120 PLN

Project start date (Y-m-d): 2020-03-02

Project end date (Y-m-d): 2023-05-01

Project duration:: 38 months (the same as in the proposal)

Project status: Project settled

Project description

Download the project description in a pdf file

Note - project descriptions were prepared by the authors of the applications themselves and placed in the system in an unchanged form.

Information in the final report

  • Publication in academic press/journals (45)
  1. Residential real estate investors' motives under pandemic conditions
    Authors:
    Aneta Chmielewska; Mateusz Ciski; Małgorzata Renigier-Biłozor
    Academic press:
    Cities (rok: 2022, tom: 128, strony: 103801), Wydawca: Science Direct
    Status:
    Published
    DOI:
    10.1016/j.cities.2022.103801 - link to the publication
  2. TODAY'S MARKET NEEDS MODERNIZED PROPERTY APPRAISERS
    Authors:
    Źróbek Sabina, Kucharska-Stasiak Ewa, Renigier-Biłozor Małgorzata
    Academic press:
    Real Estate Management and Valuation (rok: 2020, tom: 28(4), strony: 93-103), Wydawca: Sciendo
    Status:
    Published
    DOI:
    10.1515/remav-2020-0034 - link to the publication
  3. Human emotion recognition in the significance assessment of property attributes
    Authors:
    Małgorzata Renigier-Biłozor; Artur Janowski; Marek Walacik; Aneta Chmielewska
    Academic press:
    Journal of Housing and the Built Environment (rok: 2022, tom: 37, strony: 23–56), Wydawca: Springer
    Status:
    Published
    DOI:
    10.1007/s10901-021-09833-0 - link to the publication
  4. Modern challenges of property market analysis- homogeneous areas determination
    Authors:
    Małgorzata Renigier-Biłozor; Artur Janowski; Marek Walacik; Aneta Chmielewska
    Academic press:
    Land Use Policy (rok: 2022, tom: 119, strony: 106209), Wydawca: Science Direct
    Status:
    Published
    DOI:
    10.1016/j.landusepol.2022.106209 - link to the publication
  5. REMOTE MEASUREMENT OF BUILDING USABLE FLOOR AREA – ALGORYTHMS FUSION
    Authors:
    Janowski Artur, Renigier-Biłozor Małgorzata, Walacik Marek, Chmielewska Aneta
    Academic press:
    Land Use Policy (rok: 2021, tom: 100, strony: 45671), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.landusepol.2020.104938 - link to the publication
  6. PROPERTY SUSTAINABLE VALUE VERSUS HIGHEST AND BEST USE ANALYZES
    Authors:
    Walacik Marek, Renigier-Biłozor Małgorzata, Chmielewska Aneta, Janowski Artur
    Academic press:
    Sustainable Development (rok: 2020, tom: 28(6), strony: 1755-1772), Wydawca: Wiley Online Library
    Status:
    Published
    DOI:
    10.1002/sd.2122 - link to the publication
  7. REMOTE MEASUREMENT OF BUILDING USABLE FLOOR AREA – ALGORYTHMS FUSION
    Authors:
    Janowski Artur, Renigier-Biłozor Małgorzata, Walacik Marek, Chmielewska Aneta
    Academic press:
    Land Use Policy (rok: 2021, tom: 100, strony: 45671), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.landusepol.2020.104938 - link to the publication
  8. GENETIC ALGORITHM AS AUTOMATED VALUATION MODEL COMPONENT IN REAL ESTATE INVESTMENT DECISIONS SYSTEM
    Authors:
    Chmielewska Aneta, Adamiczka Jerzy, Romanowski Michał
    Academic press:
    Real Estate Management and Valuation (rok: 2020, tom: 28(4), strony: 45671), Wydawca: Sciendo
    Status:
    Published
    DOI:
    10.1515/remav-2020-0027 - link to the publication
  9. Residential real estate investors' motives under pandemic conditions
    Authors:
    Aneta Chmielewska; Mateusz Ciski; Małgorzata Renigier-Biłozor
    Academic press:
    Cities (rok: 2022, tom: 128, strony: 103801), Wydawca: Science Direct
    Status:
    Published
    DOI:
    10.1016/j.cities.2022.103801 - link to the publication
  10. Modern challenges of property market analysis- homogeneous areas determination
    Authors:
    Małgorzata Renigier-Biłozor; Artur Janowski; Marek Walacik; Aneta Chmielewska
    Academic press:
    Land Use Policy (rok: 2022, tom: 119, strony: 106209), Wydawca: Science Direct
    Status:
    Published
    DOI:
    10.1016/j.landusepol.2022.106209 - link to the publication
  11. GENETIC ALGORITHM APPLICATION FOR REAL ESTATE MARKET ANALYSIS IN THE UNCERTAINTY CONDITIONS
    Authors:
    Renigier-Biłozor Małgorzata, Chmielewska Aneta, Walacik Marek, Janowski Artur, Lepkova Natalija
    Academic press:
    Journal of Housing and the Built Environment (rok: 2021, tom: 36, strony: 1629-1670), Wydawca: Springer
    Status:
    Published
    DOI:
    10.1007/s10901-020-09815-8 - link to the publication
  12. TODAY'S MARKET NEEDS MODERNIZED PROPERTY APPRAISERS
    Authors:
    Źróbek Sabina, Kucharska-Stasiak Ewa, Renigier-Biłozor Małgorzata
    Academic press:
    Real Estate Management and Valuation (rok: 2020, tom: 28(4), strony: 93-103), Wydawca: Sciendo
    Status:
    Published
    DOI:
    10.1515/remav-2020-0034 - link to the publication
  13. GENETIC ALGORITHM AS AUTOMATED VALUATION MODEL COMPONENT IN REAL ESTATE INVESTMENT DECISIONS SYSTEM
    Authors:
    Chmielewska Aneta, Adamiczka Jerzy, Romanowski Michał
    Academic press:
    Real Estate Management and Valuation (rok: 2020, tom: 28(4), strony: 45671), Wydawca: Sciendo
    Status:
    Published
    DOI:
    10.1515/remav-2020-0027 - link to the publication
  14. ROLA RZECZOZNAWCY MAJĄTKOWEGO W OBLICZU TRANSFORMACJI RYNKU NIERUCHOMOŚCI
    Authors:
    Kucharska-Stasiak Ewa, Źróbek Sabina, Renigier-Biłozor Małgorzata
    Academic press:
    Rzeczoznawca Majątkowy (rok: 2020, tom: 4, strony: 45818), Wydawca: Polska Federacja Stowarzyszeń Rzeczoznawców Majątkowych
    Status:
    Published
  15. Human emotion recognition in the significance assessment of property attributes
    Authors:
    Małgorzata Renigier-Biłozor; Artur Janowski; Marek Walacik; Aneta Chmielewska
    Academic press:
    Journal of Housing and the Built Environment (rok: 2022, tom: 37, strony: 23–56), Wydawca: Springer
    Status:
    Published
    DOI:
    10.1007/s10901-021-09833-0 - link to the publication
  16. HYBRIDIZATION OF VALUATION PROCEDURES AS A MEDICINE SUPPORTING THE REAL ESTATE MARKET AND SUSTAINABLE LAND USE DEVELOPMENT DURING THE COVID-19 PANDEMIC AND AFTERWARDS
    Authors:
    Renigier-Biłozor Małgorzata, Źróbek Sabina, Walacik Marek, Janowski Artur
    Academic press:
    Land Use Policy (rok: 2020, tom: 99, strony: 45667), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.landusepol.2020.105070 - link to the publication
  17. International acceptance of automated modern tools use must-have for sustainable real estate market development
    Authors:
    Małgorzata Renigier-Biłozor; Sabina Źróbek; Marek Walacik; Richard Borst; Richard Grover; Maurizio d'Amato
    Academic press:
    Land Use Policy (rok: 2022, tom: 113, strony: 105876), Wydawca: Science Direct
    Status:
    Published
    DOI:
    10.1016/j.landusepol.2021.105876 - link to the publication
  18. FUZZY LOGIC METHOD OF VALUATION SUPPORTING SUSTAINABLE DEVELOPMENT OF THE AGRICULTURAL LAND MARKET
    Authors:
    Źróbek Sabina, Kovalyshyn Oleksandra, Renigier-Biłozor Małgorzata, Kovalyshyn Stepan, Kovalyshyn Oleg
    Academic press:
    Sustainable Development (rok: 2020, tom: 28(5), strony: 45669), Wydawca: Wiley Online Library
    Status:
    Published
    DOI:
    10.1002/sd.2061 - link to the publication
  19. GENETIC ALGORITHM APPLICATION FOR REAL ESTATE MARKET ANALYSIS IN THE UNCERTAINTY CONDITIONS
    Authors:
    Renigier-Biłozor Małgorzata, Chmielewska Aneta, Walacik Marek, Janowski Artur, Lepkova Natalija
    Academic press:
    Journal of Housing and the Built Environment (rok: 2021, tom: 36, strony: 1629-1670), Wydawca: Springer
    Status:
    Published
    DOI:
    10.1007/s10901-020-09815-8 - link to the publication
  20. INTERPRETACJA ZNACZENIA INFORMACJI W PROCESIE PODEJMOWANIA DECYZJI NA RYNKU NIERUCHOMOŚCI
    Authors:
    Chmielewska Aneta, Renigier-Biłozor Małgorzata
    Academic press:
    Rzeczoznawca Majątkowy (rok: 2021, tom: 1, strony: 45850), Wydawca: Polska Federacja Stowarzyszeń Rzeczoznawców Majątkowych
    Status:
    Published
  21. Mixed methods on real estate market – in pursuit for property feature fusion perception assessment solution
    Authors:
    Janowski, Artur, Renigier-Biłozor Małgorzata, Walacik Marek
    Academic press:
    Journal of Mixed Methods Research (rok: 1, tom: 1, strony: 1), Wydawca: 1
    Status:
    Submitted
  22. GENETIC ALGORITHM AS AUTOMATED VALUATION MODEL COMPONENT IN REAL ESTATE INVESTMENT DECISIONS SYSTEM
    Authors:
    Chmielewska Aneta, Adamiczka Jerzy, Romanowski Michał
    Academic press:
    Real Estate Management and Valuation (rok: 2020, tom: 28(4), strony: 45671), Wydawca: Sciendo
    Status:
    Published
    DOI:
    10.1515/remav-2020-0027 - link to the publication
  23. Representative Residential Property Model—Soft Computing Solution
    Authors:
    Aneta Chmielewska; Małgorzata Renigier-Biłozor; Artur Janowski 2ORCID
    Academic press:
    International Journal of Environmental Research and Public Health (rok: 2022, tom: 19(22), strony: 15114), Wydawca: MDPI
    Status:
    Published
    DOI:
    10.3390/ijerph192215114 - link to the publication
  24. HYBRIDIZATION OF VALUATION PROCEDURES AS A MEDICINE SUPPORTING THE REAL ESTATE MARKET AND SUSTAINABLE LAND USE DEVELOPMENT DURING THE COVID-19 PANDEMIC AND AFTERWARDS
    Authors:
    Renigier-Biłozor Małgorzata, Źróbek Sabina, Walacik Marek, Janowski Artur
    Academic press:
    Land Use Policy (rok: 2020, tom: 99, strony: 45667), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.landusepol.2020.105070 - link to the publication
  25. International acceptance of automated modern tools use must-have for sustainable real estate market development
    Authors:
    Małgorzata Renigier-Biłozor; Sabina Źróbek; Marek Walacik; Richard Borst; Richard Grover; Maurizio d'Amato
    Academic press:
    Land Use Policy (rok: 2022, tom: 113, strony: 105876), Wydawca: Science Direct
    Status:
    Published
    DOI:
    10.1016/j.landusepol.2021.105876 - link to the publication
  26. PROPERTY SUSTAINABLE VALUE VERSUS HIGHEST AND BEST USE ANALYZES
    Authors:
    Walacik Marek, Renigier-Biłozor Małgorzata, Chmielewska Aneta, Janowski Artur
    Academic press:
    Sustainable Development (rok: 2020, tom: 28(6), strony: 1755-1772), Wydawca: Wiley Online Library
    Status:
    Published
    DOI:
    10.1002/sd.2122 - link to the publication
  27. Definicja prawna wartości rynkowej w teorii i praktyce wyceny nieruchomości w Polsce
    Authors:
    Sabina Zrobek; Malgorzata Renigier-Bilozor; Marek Walacik
    Academic press:
    Studia Iuridica (rok: 2022, tom: https://studiaiuridica.pl/resources/html/article/details?id=233021&language=pl, strony: 412-430), Wydawca: Index Copernicus
    Status:
    Published
    DOI:
    10.31338/2544-3135.si.2022-91.23 - link to the publication
  28. GENETIC ALGORITHM APPLICATION FOR REAL ESTATE MARKET ANALYSIS IN THE UNCERTAINTY CONDITIONS
    Authors:
    Renigier-Biłozor Małgorzata, Chmielewska Aneta, Walacik Marek, Janowski Artur, Lepkova Natalija
    Academic press:
    Journal of Housing and the Built Environment (rok: 2021, tom: 36, strony: 1629-1670), Wydawca: Springer
    Status:
    Published
    DOI:
    10.1007/s10901-020-09815-8 - link to the publication
  29. HYBRIDIZATION OF VALUATION PROCEDURES AS A MEDICINE SUPPORTING THE REAL ESTATE MARKET AND SUSTAINABLE LAND USE DEVELOPMENT DURING THE COVID-19 PANDEMIC AND AFTERWARDS
    Authors:
    Renigier-Biłozor Małgorzata, Źróbek Sabina, Walacik Marek, Janowski Artur
    Academic press:
    Land Use Policy (rok: 2020, tom: 99, strony: 45667), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.landusepol.2020.105070 - link to the publication
  30. ROLA RZECZOZNAWCY MAJĄTKOWEGO W OBLICZU TRANSFORMACJI RYNKU NIERUCHOMOŚCI
    Authors:
    Kucharska-Stasiak Ewa, Źróbek Sabina, Renigier-Biłozor Małgorzata
    Academic press:
    Rzeczoznawca Majątkowy (rok: 2020, tom: 4, strony: 45818), Wydawca: Polska Federacja Stowarzyszeń Rzeczoznawców Majątkowych
    Status:
    Published
  31. INTERPRETACJA ZNACZENIA INFORMACJI W PROCESIE PODEJMOWANIA DECYZJI NA RYNKU NIERUCHOMOŚCI
    Authors:
    Chmielewska Aneta, Renigier-Biłozor Małgorzata
    Academic press:
    Rzeczoznawca Majątkowy (rok: 2021, tom: 1, strony: 45850), Wydawca: Polska Federacja Stowarzyszeń Rzeczoznawców Majątkowych
    Status:
    Published
  32. Modern Technologies in the Real Estate Market—Opponents vs. Proponents of Their Use: Does New Category of Value Solve the Problem?
    Authors:
    Małgorzata Renigier-Biłozor; Sabina Źróbek; Marek Walacik
    Academic press:
    Sustainability (rok: 2022, tom: 14(20), strony: 13403), Wydawca: MDPI
    Status:
    Published
    DOI:
    10.3390/su142013403 - link to the publication
  33. Feature engineering in property markets homogenous areas determination procedures
    Authors:
    Renigier-Biłozor Małgorzata; Janowski Artur; Walacik Marek; Chmielewska Aneta
    Academic press:
    GIS Odyssey Journal (rok: 2022, tom: 2(1), strony: 57–71), Wydawca: Silgis
    Status:
    Published
    DOI:
    10.57599/gisoj.2022.2.1.57 - link to the publication
  34. TODAY'S MARKET NEEDS MODERNIZED PROPERTY APPRAISERS
    Authors:
    Źróbek Sabina, Kucharska-Stasiak Ewa, Renigier-Biłozor Małgorzata
    Academic press:
    Real Estate Management and Valuation (rok: 2020, tom: 28(4), strony: 93-103), Wydawca: Sciendo
    Status:
    Published
    DOI:
    10.1515/remav-2020-0034 - link to the publication
  35. Modern Technologies in the Real Estate Market—Opponents vs. Proponents of Their Use: Does New Category of Value Solve the Problem?
    Authors:
    Małgorzata Renigier-Biłozor; Sabina Źróbek; Marek Walacik
    Academic press:
    Sustainability (rok: 2022, tom: 14(20), strony: 13403), Wydawca: MDPI
    Status:
    Published
    DOI:
    10.3390/su142013403 - link to the publication
  36. ROLA RZECZOZNAWCY MAJĄTKOWEGO W OBLICZU TRANSFORMACJI RYNKU NIERUCHOMOŚCI
    Authors:
    Kucharska-Stasiak Ewa, Źróbek Sabina, Renigier-Biłozor Małgorzata
    Academic press:
    Rzeczoznawca Majątkowy (rok: 2020, tom: 4, strony: 45818), Wydawca: Polska Federacja Stowarzyszeń Rzeczoznawców Majątkowych
    Status:
    Published
  37. FUZZY LOGIC METHOD OF VALUATION SUPPORTING SUSTAINABLE DEVELOPMENT OF THE AGRICULTURAL LAND MARKET
    Authors:
    Źróbek Sabina, Kovalyshyn Oleksandra, Renigier-Biłozor Małgorzata, Kovalyshyn Stepan, Kovalyshyn Oleg
    Academic press:
    Sustainable Development (rok: 2020, tom: 28(5), strony: 45669), Wydawca: Wiley Online Library
    Status:
    Published
    DOI:
    10.1002/sd.2061 - link to the publication
  38. INTERPRETACJA ZNACZENIA INFORMACJI W PROCESIE PODEJMOWANIA DECYZJI NA RYNKU NIERUCHOMOŚCI
    Authors:
    Chmielewska Aneta, Renigier-Biłozor Małgorzata
    Academic press:
    Rzeczoznawca Majątkowy (rok: 2021, tom: 1, strony: 45850), Wydawca: Polska Federacja Stowarzyszeń Rzeczoznawców Majątkowych
    Status:
    Published
  39. REMOTE MEASUREMENT OF BUILDING USABLE FLOOR AREA – ALGORYTHMS FUSION
    Authors:
    Janowski Artur, Renigier-Biłozor Małgorzata, Walacik Marek, Chmielewska Aneta
    Academic press:
    Land Use Policy (rok: 2021, tom: 100, strony: 45671), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.landusepol.2020.104938 - link to the publication
  40. FUZZY LOGIC METHOD OF VALUATION SUPPORTING SUSTAINABLE DEVELOPMENT OF THE AGRICULTURAL LAND MARKET
    Authors:
    Źróbek Sabina, Kovalyshyn Oleksandra, Renigier-Biłozor Małgorzata, Kovalyshyn Stepan, Kovalyshyn Oleg
    Academic press:
    Sustainable Development (rok: 2020, tom: 28(5), strony: 45669), Wydawca: Wiley Online Library
    Status:
    Published
    DOI:
    10.1002/sd.2061 - link to the publication
  41. EMOTIF – A SYSTEM FOR MODELING 3D ENVIRONMENT EVALUATION USING 7D EMOTIONAL VECTORS
    Authors:
    Janowski, Artur, Renigier-Biłozor, Małgorzata, Walacik, Marek, Chmielewska, Aneta
    Academic press:
    Information Sciences (rok: 1, tom: 1, strony: 1), Wydawca: Science Direct
    Status:
    Submitted
  42. Feature engineering in property markets homogenous areas determination procedures
    Authors:
    Renigier-Biłozor Małgorzata; Janowski Artur; Walacik Marek; Chmielewska Aneta
    Academic press:
    GIS Odyssey Journal (rok: 2022, tom: 2(1), strony: 57–71), Wydawca: Silgis
    Status:
    Published
    DOI:
    10.57599/gisoj.2022.2.1.57 - link to the publication
  43. Definicja prawna wartości rynkowej w teorii i praktyce wyceny nieruchomości w Polsce
    Authors:
    Sabina Zrobek; Malgorzata Renigier-Bilozor; Marek Walacik
    Academic press:
    Studia Iuridica (rok: 2022, tom: https://studiaiuridica.pl/resources/html/article/details?id=233021&language=pl, strony: 412-430), Wydawca: Index Copernicus
    Status:
    Published
    DOI:
    10.31338/2544-3135.si.2022-91.23 - link to the publication
  44. Representative Residential Property Model—Soft Computing Solution
    Authors:
    Aneta Chmielewska; Małgorzata Renigier-Biłozor; Artur Janowski 2ORCID
    Academic press:
    International Journal of Environmental Research and Public Health (rok: 2022, tom: 19(22), strony: 15114), Wydawca: MDPI
    Status:
    Published
    DOI:
    10.3390/ijerph192215114 - link to the publication
  45. PROPERTY SUSTAINABLE VALUE VERSUS HIGHEST AND BEST USE ANALYZES
    Authors:
    Walacik Marek, Renigier-Biłozor Małgorzata, Chmielewska Aneta, Janowski Artur
    Academic press:
    Sustainable Development (rok: 2020, tom: 28(6), strony: 1755-1772), Wydawca: Wiley Online Library
    Status:
    Published
    DOI:
    10.1002/sd.2122 - link to the publication

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