Danuta Rutkowska

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 18

Top Topics

Probabilistic Neural Networks

Top Venues

J. Artif. Intell. Soft Comput. Res.

Publications

Danuta Rutkowska, Piotr Duda, Jinde Cao, Maciej Jaworski, Marek Kisiel-Dorohinicki, Dacheng Tao, Leszek Rutkowski
Probabilistic neural networks for incremental learning over time-varying streaming data with application to air pollution monitoring. Appl. Soft Comput. 161 (2024)
Krystian Lapa, Danuta Rutkowska, Aleksander Byrski, Christian Napoli
A New Approach to Detecting and Preventing Populations Stagnation Through Dynamic Changes in Multi-Population-Based Algorithms. J. Artif. Intell. Soft Comput. Res. 13 (4) (2023)
Tacjana Niksa-Rynkiewicz, Piotr Stomma, Anna Witkowska, Danuta Rutkowska, Adam Slowik, Krzysztof Cpalka, Joanna Jaworek-Korjakowska, Piotr Kolendo
An Intelligent Approach to Short-Term Wind Power Prediction Using Deep Neural Networks. J. Artif. Intell. Soft Comput. Res. 13 (3) (2023)
Danuta Rutkowska, Piotr Duda, Jinde Cao, Leszek Rutkowski, Aleksander Byrski, Maciej Jaworski, Dacheng Tao
convergence of stream data mining algorithms based on probabilistic neural networks. Inf. Sci. 631 (2023)
Ivan Laktionov, Grygorii Diachenko, Danuta Rutkowska, Marek Kisiel-Dorohinicki
An Explainable AI Approach to Agrotechnical Monitoring and Crop Diseases Prediction in Dnipro Region of Ukraine. J. Artif. Intell. Soft Comput. Res. 13 (4) (2023)
Danuta Rutkowska, Damian Kurach, Elisabeth Rakus-Andersson
Fuzzy Granulation Approach to Face Recognition. ICAISC (2) (2021)
Danuta Rutkowska, Damian Kurach, Elisabeth Rakus-Andersson
Face Recognition with Explanation by Fuzzy Rules and Linguistic Description. ICAISC (1) (2020)
Tomasz Rutkowski, Radoslaw Nielek, Danuta Rutkowska, Leszek Rutkowski
A Novel Explainable Recommender for Investment Managers. ICAISC (2) (2020)
Piotr Duda, Leszek Rutkowski, Maciej Jaworski, Danuta Rutkowska
On the Parzen Kernel-Based Probability Density Function Learning Procedures Over Time-Varying Streaming Data With Applications to Pattern Classification. IEEE Trans. Cybern. 50 (4) (2020)
Danuta Rutkowska, Krzysztof Wiaderek
Parallel Processing of Images Represented by Linguistic Description in Databases. PPAM (1) (2019)
Danuta Rutkowska, Leszek Rutkowski
On the Hermite Series-Based Generalized Regression Neural Networks for Stream Data Mining. ICONIP (3) (2019)
Maciej Jaworski, Piotr Duda, Danuta Rutkowska, Leszek Rutkowski
On Handling Missing Values in Data Stream Mining Algorithms Based on the Restricted Boltzmann Machine. ICONIP (5) (2019)
Tomasz Rutkowski, Krystian Lapa, Maciej Jaworski, Radoslaw Nielek, Danuta Rutkowska
On Explainable Flexible Fuzzy Recommender and Its Performance Evaluation Using the Akaike Information Criterion. ICONIP (4) (2019)
Krzysztof Wiaderek, Danuta Rutkowska, Elisabeth Rakus-Andersson
Image Retrieval by Use of Linguistic Description in Databases. ICAISC (2) (2018)
Krzysztof Wiaderek, Danuta Rutkowska, Elisabeth Rakus-Andersson
Parallel Processing of Color Digital Images for Linguistic Description of Their Content. PPAM (1) (2017)
Krzysztof Wiaderek, Danuta Rutkowska, Elisabeth Rakus-Andersson
Linguistic Description of Color Images Generated by a Granular Recognition System. ICAISC (1) (2017)
Krzysztof Wiaderek, Danuta Rutkowska
Linguistic Description of Images Based on Fuzzy Histograms. IP&C (2017)
Krzysztof Wiaderek, Danuta Rutkowska, Elisabeth Rakus-Andersson
New Algorithms for a Granular Image Recognition System. ICAISC (2) (2016)
Krzysztof Wiaderek, Danuta Rutkowska, Elisabeth Rakus-Andersson
Information Granules in Application to Image Recognition. ICAISC (1) (2015)
Elisabeth Rakus-Andersson, Janusz Frey, Danuta Rutkowska
The Fuzzified Quasi-Perceptron in Decision Making Concerning Treatments in Necrotizing Fasciitis. ICAISC (2015)
Krzysztof Wiaderek, Danuta Rutkowska, Elisabeth Rakus-Andersson
Color Digital Picture Recognition Based on Fuzzy Granulation Approach. ICAISC (1) (2014)
Damian Kurach, Danuta Rutkowska, Elisabeth Rakus-Andersson
Face Classification Based on Linguistic Description of Facial Features. ICAISC (2) (2014)
Krzysztof Wiaderek, Danuta Rutkowska
Fuzzy Granulation Approach to Color Digital Picture Recognition. ICAISC (1) (2013)
Damian Kurach, Danuta Rutkowska
Influence of Facial Asymmetry on Human Recognition. ICAISC (2) (2012)
Danuta Rutkowska
An Expert System for Human Personality Characteristics Recognition. ICAISC (1) (2010)
Piotr Dziwiñski, Danuta Rutkowska
Ant Focused Crawling Algorithm. ICAISC (2008)
Lukasz Bartczuk, Danuta Rutkowska
Type-2 Fuzzy Decision Trees. ICAISC (2008)
Lukasz Bartczuk, Danuta Rutkowska
A New Version of the Fuzzy-ID3 Algorithm. ICAISC (2006)
Piotr Dziwiñski, Danuta Rutkowska
Algorithm for Generating Fuzzy Rules for WWW Document Classification. ICAISC (2006)
Danuta Rutkowska
IF-THEN rules in neural networks for classification. CIMCA/IAWTIC (2005)
Danuta Rutkowska
Knowledge Acquisition and Processing: New Methods for Neuro-Fuzzy Systems. SOFSEM (2004)
Danuta Rutkowska, Jacek K. Klimala
A Multi-stage Classification Method in Application to Diagnosis of Larynx Cancer. ICAISC (2004)
Danuta Rutkowska
Multi-expert Systems. PPAM (2003)
Danuta Rutkowska
Perception-based systems for medical diagnosis. EUSFLAT Conf. (2003)
Danuta Rutkowska
Type 2 fuzzy neural networks: an interpretation based on fuzzy inference neural networks with fuzzy parameters. FUZZ-IEEE (2002)
Danuta Rutkowska, Robert Nowicki, Yoichi Hayashi
Parallel Processing by Implication-Based Neuro-Fuzzy Systems. PPAM (2001)
Danuta Rutkowska, Leszek Rutkowski, Robert Nowicki
On Processing of Noisy Data by Fuzzy Inference Neural Networks. SIP (1999)
Danuta Rutkowska, Yoichi Hayashi
Neuro-Fuzzy Systems Approaches. J. Adv. Comput. Intell. Intell. Informatics 3 (3) (1999)
Danuta Rutkowska
On Generating Fuzzy Rules by an Evolutionary Approach. Cybern. Syst. 29 (4) (1998)