Janusz T. Starczewski

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 21

Top Topics

Fuzzy Rough Sets

Handwritten Word Recognition

Fuzzy Classifier

Top Venues

J. Artif. Intell. Soft Comput. Res.

Publications

Eulalia Szmidt, Janusz Kacprzyk, Pawel Bujnowski, Janusz T. Starczewski, Agnieszka Siwocha
Ranking of Alternatives Described by Atanassov's Intuitionistic Fuzzy Sets - Reconciling Some Misunderstandings. J. Artif. Intell. Soft Comput. Res. 14 (3) (2024)
Andrea Alfarano, Giorgio De Magistris, Leonardo Mongelli, Samuele Russo, Janusz T. Starczewski, Christian Napoli
A Novel ConvMixer Transformer Based Architecture for Violent Behavior Detection. ICAISC (2) (2023)
Katarzyna Nieszporek, Giorgio De Magistris, Christian Napoli, Janusz T. Starczewski
Type-2 Fuzzy Classifier with Smooth Type-Reduction. ICAISC (1) (2022)
Giorgio De Magistris, Matteo Romano, Janusz T. Starczewski, Christian Napoli
A Novel DWT-based Encoder for Human Pose Estimation. SYSTEM (2022)
Giorgio De Magistris, Samuele Russo, Paolo Roma, Janusz T. Starczewski, Christian Napoli
An Explainable Fake News Detector Based on Named Entity Recognition and Stance Classification Applied to COVID-19. Inf. 13 (3) (2022)
Giorgio De Magistris, Danilo Comminiello, Christian Napoli, Janusz T. Starczewski
Visual Odometry with Depth-Wise Separable Convolution and Quaternion Neural Networks (short paper). AIRO@AI*IA (2022)
Valerio Ponzi, Emanuele Iacobelli, Christian Napoli, Janusz T. Starczewski
A Real-time Hand Gesture Recognition System for Human-Computer and Human-Robot Interaction. ICYRIME (2022)
Janusz T. Starczewski, Krzysztof Przybyszewski, Aleksander Byrski, Eulalia Szmidt, Christian Napoli
A Novel Approach to Type-Reduction and Design of Interval Type-2 Fuzzy Logic Systems. J. Artif. Intell. Soft Comput. Res. 12 (3) (2022)
Michal R. Wróbel, Janusz T. Starczewski, Justyna Fijalkowska, Agnieszka Siwocha, Christian Napoli
Handwritten Word Recognition Using Fuzzy Matching Degrees. J. Artif. Intell. Soft Comput. Res. 11 (3) (2021)
Michal R. Wróbel, Janusz T. Starczewski, Christian Napoli
Grouping Handwritten Letter Strokes Using a Fuzzy Decision Tree. ICAISC (2) (2020)
Janusz T. Starczewski, Piotr Goetzen, Christian Napoli
Triangular Fuzzy-Rough Set Based Fuzzification of Fuzzy Rule-Based Systems. J. Artif. Intell. Soft Comput. Res. 10 (4) (2020)
Janusz T. Starczewski, Robert K. Nowicki, Katarzyna Nieszporek
Fuzzy-rough Fuzzification in General FL Classifiers. IJCCI (2019)
Robert K. Nowicki, Janusz T. Starczewski, Rafal Grycuk
Extended Possibilistic Fuzzification for Classification. IJCCI (2019)
Michal R. Wróbel, Janusz T. Starczewski, Katarzyna Nieszporek, Piotr Opielka, Andrzej Kazmierczak
A Greedy Algorithm for Extraction of Handwritten Strokes. ICAISC (2) (2019)
Piotr Opielka, Janusz T. Starczewski, Michal R. Wróbel, Katarzyna Nieszporek, Alina Marchlewska
Application of Spiking Neural Networks to Fashion Classification. ICAISC (1) (2019)
Michal R. Wróbel, Katarzyna Nieszporek, Janusz T. Starczewski, Andrzej Cader
A Fuzzy Measure for Recognition of Handwritten Letter Strokes. ICAISC (1) (2018)
Janusz T. Starczewski, Katarzyna Nieszporek, Michal R. Wróbel, Konrad Grzanek
A Fuzzy SOM for Understanding Incomplete 3D Faces. ICAISC (2) (2018)
Natalia Vladymyrska, Michal R. Wróbel, Janusz T. Starczewski, Victoriia Hnatushenko
NARX Neural Network for Prediction of Refresh Timeout in PIM-DM Multicast Routing. ICAISC (1) (2017)
Robert K. Nowicki, Janusz T. Starczewski
A new method for classification of imprecise data using fuzzy rough fuzzification. Inf. Sci. 414 (2017)
Michal R. Wróbel, Janusz T. Starczewski, Christian Napoli
Handwriting Recognition with Extraction of Letter Fragments. ICAISC (2) (2017)
Janusz T. Starczewski, Sebastian Pabiasz, Natalia Vladymyrska, Antonino Marvuglia, Christian Napoli, Marcin Wozniak
Self Organizing Maps for 3D Face Understanding. ICAISC (2) (2016)
Sebastian Pabiasz, Janusz T. Starczewski, Antonino Marvuglia
SOM vs FCM vs PCA in 3D Face Recognition. ICAISC (2015)
Christian Napoli, Giuseppe Pappalardo, Emiliano Tramontana, Robert K. Nowicki, Janusz T. Starczewski, Marcin Wozniak
Toward Work Groups Classification Based on Probabilistic Neural Network Approach. ICAISC (1) (2015)
Bartosz A. Nowak, Robert K. Nowicki, Janusz T. Starczewski, Antonino Marvuglia
The Learning of Neuro-Fuzzy Classifier with Fuzzy Rough Sets for Imprecise Datasets. ICAISC (1) (2014)
Robert K. Nowicki, Bartosz A. Nowak, Janusz T. Starczewski, Krzysztof Cpalka
The learning of neuro-fuzzy approximator with fuzzy rough sets in case of missing features. IJCNN (2014)
Sebastian Pabiasz, Janusz T. Starczewski, Antonino Marvuglia
A New Three-Dimensional Facial Landmarks in Recognition. ICAISC (2) (2014)
Janusz T. Starczewski, Robert K. Nowicki, Bartosz A. Nowak
Genetic fuzzy classifier with fuzzy rough sets for imprecise data. FUZZ-IEEE (2014)
Janusz T. Starczewski
Centroid of triangular and Gaussian type-2 fuzzy sets. Inf. Sci. 280 (2014)
Sebastian Pabiasz, Janusz T. Starczewski
A New Approach to Determine Three-Dimensional Facial Landmarks. ICAISC (2) (2013)
Piotr Dziwiñski, Lukasz Bartczuk, Janusz T. Starczewski
Fully Controllable Ant Colony System for Text Data Clustering. ICAISC (SIDE-EC) (2012)
Sebastian Pabiasz, Janusz T. Starczewski
Meshes vs. Depth Maps in Face Recognition Systems. ICAISC (1) (2012)
Lukasz Bartczuk, Piotr Dziwiñski, Janusz T. Starczewski
A New Method for Dealing with Unbalanced Linguistic Term Set. ICAISC (1) (2012)
Robert Nowicki, Janusz T. Starczewski
On Non-singleton Fuzzification with DCOG Defuzzification. ICAISC (1) (2010)
Piotr Dziwiñski, Janusz T. Starczewski, Lukasz Bartczuk
New Linguistic Hedges in Construction of Interval Type-2 FLS. ICAISC (2) (2010)
Lukasz Bartczuk, Piotr Dziwiñski, Janusz T. Starczewski
New Method for Generation Type-2 Fuzzy Partition for FDT. ICAISC (1) (2010)
Janusz T. Starczewski
General type-2 FLS with uncertainty generated by fuzzy rough sets. FUZZ-IEEE (2010)
Janusz T. Starczewski, Lukasz Bartczuk, Piotr Dziwiñski, Antonino Marvuglia
Learning Methods for Type-2 FLS Based on FCM. ICAISC (1) (2010)
Janusz T. Starczewski
Efficient triangular type-2 fuzzy logic systems. Int. J. Approx. Reason. 50 (5) (2009)
Janusz T. Starczewski
A Type-1 Approximation of Interval Type-2 FLS. WILF (2009)
Rafal Scherer, Janusz T. Starczewski
Relational Type-2 Interval Fuzzy Systems. PPAM (1) (2009)
Janusz T. Starczewski
Extended triangular norms. Inf. Sci. 179 (6) (2009)
Janusz T. Starczewski
On Defuzzification of Interval Type-2 Fuzzy Sets. ICAISC (2008)
Janusz T. Starczewski, Rafal Scherer, Marcin Korytkowski, Robert Nowicki
Modular Type-2 Neuro-fuzzy Systems. PPAM (2007)
Janusz T. Starczewski
A Triangular Type-2 Fuzzy Logic System. FUZZ-IEEE (2006)
Janusz T. Starczewski
Extended Triangular Norms on Gaussian Fuzzy Sets. EUSFLAT Conf. (2005)
Janusz T. Starczewski
What Differs Interval Type-2 FLS from Type-1 FLS? ICAISC (2004)
Rafal Scherer, Janusz T. Starczewski, Adam E. Gaweda
New Methods for Uncertainty Representations in Neuro-Fuzzy Systems. PPAM (2003)
Janusz T. Starczewski, Leszek Rutkowski
Neuro-Fuzzy Inference Systems of Type 2. FSKD (2002)
Janusz T. Starczewski, Leszek Rutkowski
Connectionist Structures of Type 2 Fuzzy Inference Systems. PPAM (2001)