Janusz T. Starczewski

According to our database, Janusz T. Starczewski authored at least 49 papers between 2001 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

A Novel ConvMixer Transformer Based Architecture for Violent Behavior Detection.

Andrea Alfarano, Giorgio De Magistris, Leonardo Mongelli, Samuele Russo, Janusz T. Starczewski, Christian Napoli

Proceedings of the Artificial Intelligence and Soft Computing, 2023

2022

A Novel Approach to Type-Reduction and Design of Interval Type-2 Fuzzy Logic Systems.

Janusz T. Starczewski, Krzysztof Przybyszewski, Aleksander Byrski, Eulalia Szmidt, Christian Napoli

J. Artif. Intell. Soft Comput. Res., 2022

An Explainable Fake News Detector Based on Named Entity Recognition and Stance Classification Applied to COVID-19.

Giorgio De Magistris, Samuele Russo, Paolo Roma, Janusz T. Starczewski, Christian Napoli

Inf., 2022

A Novel DWT-based Encoder for Human Pose Estimation.

Giorgio De Magistris, Matteo Romano, Janusz T. Starczewski, Christian Napoli

Proceedings of the Scholar's Yearly Symposium of Technology, 2022

A Real-time Hand Gesture Recognition System for Human-Computer and Human-Robot Interaction.

Valerio Ponzi, Emanuele Iacobelli, Christian Napoli, Janusz T. Starczewski

Proceedings of the International Conference of Yearly Reports on Informatics, 2022

Type-2 Fuzzy Classifier with Smooth Type-Reduction.

Katarzyna Nieszporek, Giorgio De Magistris, Christian Napoli, Janusz T. Starczewski

Proceedings of the Artificial Intelligence and Soft Computing, 2022

Visual Odometry with Depth-Wise Separable Convolution and Quaternion Neural Networks (short paper).

Giorgio De Magistris, Danilo Comminiello, Christian Napoli, Janusz T. Starczewski

Proceedings of the 9th Italian Workshop on Artificial Intelligence and Robotics co-located with the the 21th International Conference of the Italian Association for Artificial Intelligence, 2022

2021

Handwritten Word Recognition Using Fuzzy Matching Degrees.

Michal R. Wróbel, Janusz T. Starczewski, Justyna Fijalkowska, Agnieszka Siwocha, Christian Napoli

J. Artif. Intell. Soft Comput. Res., 2021

2020

Triangular Fuzzy-Rough Set Based Fuzzification of Fuzzy Rule-Based Systems.

Janusz T. Starczewski, Piotr Goetzen, Christian Napoli

J. Artif. Intell. Soft Comput. Res., 2020

Grouping Handwritten Letter Strokes Using a Fuzzy Decision Tree.

Michal R. Wróbel, Janusz T. Starczewski, Christian Napoli

Proceedings of the Artificial Intelligence and Soft Computing, 2020

2019

Fuzzy-rough Fuzzification in General FL Classifiers.

Janusz T. Starczewski, Robert K. Nowicki, Katarzyna Nieszporek

Proceedings of the 11th International Joint Conference on Computational Intelligence, 2019

Extended Possibilistic Fuzzification for Classification.

Robert K. Nowicki, Janusz T. Starczewski, Rafal Grycuk

Proceedings of the 11th International Joint Conference on Computational Intelligence, 2019

A Greedy Algorithm for Extraction of Handwritten Strokes.

Michal R. Wróbel, Janusz T. Starczewski, Katarzyna Nieszporek, Piotr Opielka, Andrzej Kazmierczak

Proceedings of the Artificial Intelligence and Soft Computing, 2019

Application of Spiking Neural Networks to Fashion Classification.

Piotr Opielka, Janusz T. Starczewski, Michal R. Wróbel, Katarzyna Nieszporek, Alina Marchlewska

Proceedings of the Artificial Intelligence and Soft Computing, 2019

2018

A Fuzzy Measure for Recognition of Handwritten Letter Strokes.

Michal R. Wróbel, Katarzyna Nieszporek, Janusz T. Starczewski, Andrzej Cader

Proceedings of the Artificial Intelligence and Soft Computing, 2018

A Fuzzy SOM for Understanding Incomplete 3D Faces.

Janusz T. Starczewski, Katarzyna Nieszporek, Michal R. Wróbel, Konrad Grzanek

Proceedings of the Artificial Intelligence and Soft Computing, 2018

2017

A new method for classification of imprecise data using fuzzy rough fuzzification.

Robert K. Nowicki, Janusz T. Starczewski

Inf. Sci., 2017

Handwriting Recognition with Extraction of Letter Fragments.

Michal R. Wróbel, Janusz T. Starczewski, Christian Napoli

Proceedings of the Artificial Intelligence and Soft Computing, 2017

NARX Neural Network for Prediction of Refresh Timeout in PIM-DM Multicast Routing.

Natalia Vladymyrska, Michal R. Wróbel, Janusz T. Starczewski, Victoriia Hnatushenko

Proceedings of the Artificial Intelligence and Soft Computing, 2017

2016

Self Organizing Maps for 3D Face Understanding.

Janusz T. Starczewski, Sebastian Pabiasz, Natalia Vladymyrska, Antonino Marvuglia, Christian Napoli, Marcin Wozniak

Proceedings of the Artificial Intelligence and Soft Computing, 2016

2015

SOM vs FCM vs PCA in 3D Face Recognition.

Sebastian Pabiasz, Janusz T. Starczewski, Antonino Marvuglia

Proceedings of the Artificial Intelligence and Soft Computing, 2015

Toward Work Groups Classification Based on Probabilistic Neural Network Approach.

Christian Napoli, Giuseppe Pappalardo, Emiliano Tramontana, Robert K. Nowicki, Janusz T. Starczewski, Marcin Wozniak

Proceedings of the Artificial Intelligence and Soft Computing, 2015

2014

Centroid of triangular and Gaussian type-2 fuzzy sets.

Janusz T. Starczewski

Inf. Sci., 2014

The learning of neuro-fuzzy approximator with fuzzy rough sets in case of missing features.

Robert K. Nowicki, Bartosz A. Nowak, Janusz T. Starczewski, Krzysztof Cpalka

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

A New Three-Dimensional Facial Landmarks in Recognition.

Sebastian Pabiasz, Janusz T. Starczewski, Antonino Marvuglia

Proceedings of the Artificial Intelligence and Soft Computing, 2014

The Learning of Neuro-Fuzzy Classifier with Fuzzy Rough Sets for Imprecise Datasets.

Bartosz A. Nowak, Robert K. Nowicki, Janusz T. Starczewski, Antonino Marvuglia

Proceedings of the Artificial Intelligence and Soft Computing, 2014

Genetic fuzzy classifier with fuzzy rough sets for imprecise data.

Janusz T. Starczewski, Robert K. Nowicki, Bartosz A. Nowak

Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

2013

Advanced Concepts in Fuzzy Logic and Systems with Membership Uncertainty

Janusz T. Starczewski

Studies in Fuzziness and Soft Computing 284, Springer, ISBN: 978-3-642-29519-5, 2013

A New Approach to Determine Three-Dimensional Facial Landmarks.

Sebastian Pabiasz, Janusz T. Starczewski

Proceedings of the Artificial Intelligence and Soft Computing, 2013

2012

Meshes vs. Depth Maps in Face Recognition Systems.

Sebastian Pabiasz, Janusz T. Starczewski

Proceedings of the Artificial Intelligence and Soft Computing, 2012

Fully Controllable Ant Colony System for Text Data Clustering.

Piotr Dziwiñski, Lukasz Bartczuk, Janusz T. Starczewski

Proceedings of the Swarm and Evolutionary Computation, 2012

A New Method for Dealing with Unbalanced Linguistic Term Set.

Lukasz Bartczuk, Piotr Dziwiñski, Janusz T. Starczewski

Proceedings of the Artificial Intelligence and Soft Computing, 2012

2010

Learning Methods for Type-2 FLS Based on FCM.

Janusz T. Starczewski, Lukasz Bartczuk, Piotr Dziwiñski, Antonino Marvuglia

Proceedings of the Artificial Intelligence and Soft Computing, 2010

On Non-singleton Fuzzification with DCOG Defuzzification.

Robert Nowicki, Janusz T. Starczewski

Proceedings of the Artificial Intelligence and Soft Computing, 2010

New Linguistic Hedges in Construction of Interval Type-2 FLS.

Piotr Dziwiñski, Janusz T. Starczewski, Lukasz Bartczuk

Proceedings of the Artifical Intelligence and Soft Computing, 2010

New Method for Generation Type-2 Fuzzy Partition for FDT.

Lukasz Bartczuk, Piotr Dziwiñski, Janusz T. Starczewski

Proceedings of the Artificial Intelligence and Soft Computing, 2010

General type-2 FLS with uncertainty generated by fuzzy rough sets.

Janusz T. Starczewski

Proceedings of the FUZZ-IEEE 2010, 2010

2009

Extended triangular norms.

Janusz T. Starczewski

Inf. Sci., 2009

Efficient triangular type-2 fuzzy logic systems.

Janusz T. Starczewski

Int. J. Approx. Reason., 2009

A Type-1 Approximation of Interval Type-2 FLS.

Janusz T. Starczewski

Proceedings of the Fuzzy Logic and Applications, 8th International Workshop, 2009

Relational Type-2 Interval Fuzzy Systems.

Rafal Scherer, Janusz T. Starczewski

Proceedings of the Parallel Processing and Applied Mathematics, 2009

2008

On Defuzzification of Interval Type-2 Fuzzy Sets.

Janusz T. Starczewski

Proceedings of the Artificial Intelligence and Soft Computing, 2008

2007

Modular Type-2 Neuro-fuzzy Systems.

Janusz T. Starczewski, Rafal Scherer, Marcin Korytkowski, Robert Nowicki

Proceedings of the Parallel Processing and Applied Mathematics, 2007

2006

A Triangular Type-2 Fuzzy Logic System.

Janusz T. Starczewski

Proceedings of the IEEE International Conference on Fuzzy Systems, 2006

2005

Extended Triangular Norms on Gaussian Fuzzy Sets.

Janusz T. Starczewski

Proceedings of the Joint 4th Conference of the European Society for Fuzzy Logic and Technology and the 11th Rencontres Francophones sur la Logique Floue et ses Applications, 2005

2004

What Differs Interval Type-2 FLS from Type-1 FLS?

Janusz T. Starczewski

Proceedings of the Artificial Intelligence and Soft Computing, 2004

2003

New Methods for Uncertainty Representations in Neuro-Fuzzy Systems.

Rafal Scherer, Janusz T. Starczewski, Adam E. Gaweda

Proceedings of the Parallel Processing and Applied Mathematics, 2003

2002

Neuro-Fuzzy Inference Systems of Type 2.

Janusz T. Starczewski, Leszek Rutkowski

Proceedings of the FSDK'02, 2002

2001

Connectionist Structures of Type 2 Fuzzy Inference Systems.

Janusz T. Starczewski, Leszek Rutkowski

Proceedings of the Parallel Processing and Applied Mathematics, 2001