Piotr S. Szczepaniak

Orcid: 0000-0002-9973-0673

According to our database1, Piotr S. Szczepaniak authored at least 66 papers between 1982 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Detection of outliers in ECG signal.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023

2022
Novel convolutional neural networks for efficient classification of rotated and scaled images.
Neural Comput. Appl., 2022

Musical Instrument Recognition with a Convolutional Neural Network and Staged Training.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES-2022, 2022

Evaluation of Deep Machine Learning Methods for Analysis of ECG Stream Data.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES-2022, 2022

Detection of outlier information using linguistically quantified statements - the state of the art.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES-2022, 2022

2021
Outlier Detection in Data Streams - A Comparative Study of Selected Methods.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES-2021, 2021

Solving Complex Classification Problems using Multiobjective Evolutionary Optimization.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES-2021, 2021

Linguistic Summaries Using Interval-Valued Fuzzy Representation of Imprecise Information - An Innovative Tool for Detecting Outliers.
Proceedings of the Computational Science - ICCS 2021, 2021

2020
Intelligent Detection of Information Outliers Using Linguistic Summaries with Non-monotonic Quantifiers.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2020

2019
Ear Detection Using Convolutional Neural Network on Graphs with Filter Rotation.
Sensors, 2019

Detection of outlier information by the use of linguistic summaries based on classic and interval-valued fuzzy sets.
Int. J. Intell. Syst., 2019

Separation of Foreign Patterns from Native Ones: Active Contour based Mechanism.
Proceedings of the 12th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2019), 2019

Shape Recognition in High-level Image Representations: Data Preparation and Framework of Recognition Method.
Proceedings of the 12th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2019), 2019

2018
Outlier detection using linguistically quantified statements.
Int. J. Intell. Syst., 2018

Case-Based Reasoning: The Search for Similar Solutions and Identification of Outliers.
Complex., 2018

Localization of Neuron Nucleuses in Microscopy Images with Convolutional Neural Networks.
Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2018), 2018

2017
From Pattern Recognition to Image Understanding.
Proceedings of the Artificial Intelligence and Soft Computing, 2017

Knowledge Based Active Partition Approach for Heart Ventricle Recognition.
Proceedings of the 10th International Conference on Computer Recognition Systems CORES 2017, 2017

Convolutional Neural Network Based Segmentation of Demyelinating Plaques in MRI.
Proceedings of the Biomedical Engineering Systems and Technologies, 2017

Localization of Demyelinating Plaques in MRI using Convolutional Neural Networks.
Proceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2017), 2017

2016
Word Embeddings for the Polish Language.
Proceedings of the Artificial Intelligence and Soft Computing, 2016

2015
Interpretation of Image Segmentation in Terms of Justifiable Granularity.
Proceedings of the Artificial Intelligence and Soft Computing, 2015

Detection of Outlier Information Using Linguistic Summarization.
Proceedings of the Flexible Query Answering Systems 2015, 2015

Image segmentation based on evaluation of candidate regions.
Proceedings of the 2nd IEEE International Conference on Cybernetics, 2015

2014
Active Region Approach for Segmentation of Medical Images.
Proceedings of the Artificial Intelligence and Soft Computing, 2014

2013
Cognitive hierarchical active partitions in distributed analysis of medical images.
J. Ambient Intell. Humaniz. Comput., 2013

Special issue on intelligent techniques for multimedia information management and personalization.
J. Ambient Intell. Humaniz. Comput., 2013

Uniform Approach to Concept Interpretation, Active Contour Methods and Case-Based Reasoning.
Proceedings of the Artificial Intelligence and Soft Computing, 2013

2011
Knowledge Extraction for Heart Image Segmentation.
Proceedings of the Computer Recognition Systems 4, 2011

Detection of Semantically Significant Image Elements Using Neural Networks.
Proceedings of the Computer Recognition Systems 4, 2011

Adaptive potential active contours.
Pattern Anal. Appl., 2011

2010
Brownian strings: A flexible linguistic description of images.
Int. J. Knowl. Based Intell. Eng. Syst., 2010

Interpretation of Images and Their Sequences Using Potential Active Contour Method.
Proceedings of the Computer Vision and Graphics - International Conference, 2010

Cognitive Hierarchical Active Partitions Using Patch Approach.
Proceedings of the Computer Vision and Graphics - International Conference, 2010

2009
Analysis of Changes in Heart Ventricle Shape Using Contextual Potential Active Contours.
Proceedings of the Computer Recognition Systems 3, 2009

Notes on a Linguistic Description as the Basis for Automatic Image Understanding.
Int. J. Appl. Math. Comput. Sci., 2009

Segmentation of Heart Image Sequences Based on Human Way of Recognition.
Proceedings of the Brain Informatics, International Conference, BI 2009, 2009

2008
Potential Active Contours - Basic Concepts, Mechanisms and Features.
Proceedings of the Information Technologies in Biomedicine, 2008

Active Hypercontour as Information Fusion Method.
Proceedings of the Computer Recognition Systems 2, 2008

Medical Image Analysis Using Potential Active Contours.
Proceedings of the Information Technologies in Biomedicine, 2008

Supervised Textual Document Classification Using Neuronal Group Learning.
Proceedings of the 2008 IEEE / WIC / ACM International Conference on Web Intelligence, 2008

Basic Concepts of Knowledge-Based Image Understanding.
Proceedings of the Agent and Multi-Agent Systems: Technologies and Applications, 2008

Contribution of Hypercontours to Multiagent Automatic Image Analysis.
Proceedings of the Agent and Multi-Agent Systems: Technologies and Applications, 2008

An Adaptive Fast Transform Based Image Compression.
Proceedings of the Artificial Intelligence and Soft Computing, 2008

Verification of Hypothesis about Image Content Using Active Contour Approach.
Proceedings of the 7th International Conference on Computer Information Systems and Industrial Management Applications, 2008

2007
Safety of Recreational Water Slides: Numerical Estimation of the Trajectory, Velocities and Accelerations of Motion of the Users.
Proceedings of the Computational Science - ICCS 2007, 7th International Conference, Beijing, China, May 27, 2007

Active Contours as Knowledge Discovery Methods.
Proceedings of the Discovery Science, 10th International Conference, 2007

2006
Linguistic Summaries of Standardized Documents.
Proceedings of the Advances in Web Intelligence and Data Mining, 2006

Clustering and Classification of Textual Documents Based on Fuzzy Quantitative Similarity Measure - a Practical Evaluation.
Proceedings of the Advances in Web Intelligence and Data Mining, 2006

Supervised Web Document Classification Using Discrete Transforms, Active Hypercontours and Expert Knowledge.
Proceedings of the Web Intelligence Meets Brain Informatics, 2006

On Textual Documents Classification Using Fourier Domain Scoring.
Proceedings of the 2006 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2006), 2006

Adaptive Potential Active Hypercontours.
Proceedings of the Artificial Intelligence and Soft Computing, 2006

Fourier Domain Scoring with Document Structure Consideration.
Proceedings of the Advances in Intelligent IT, 2006

2005
Classification of RSS-Formatted Documents Using Full Text Similarity Measures.
Proceedings of the Web Engineering, 5th International Conference, 2005

On the Relationship Between Active Contours and Contextual Classification.
Proceedings of the Computer Recognition Systems, 2005

Web Textual Documents Scoring Based on Discrete Transforms with Fuzzy Weighting.
Proceedings of the Advances in Web Intelligence Third International Atlantic Web IntelligenceConference, 2005

2004
Web Intelligence Research - Activity within the Polish Center.
Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2004), 2004

Generalized Multi-layer Kohonen Network and Its Application to Texture Recognition.
Proceedings of the Artificial Intelligence and Soft Computing, 2004

Fuzzyfication of Indiscernibility Relation for Structurizing Lists of Synonyms and Stop-Lists for Search Engines.
Proceedings of the Artificial Intelligence and Soft Computing, 2004

Fast Transforms in the Internet Document Retrieval.
Proceedings of the Advances in Web Intelligence, 2004

2003
Internet Search Based on Text Intuitionistic Fuzzy Similarity.
Proceedings of the Intelligent Exploration of the Web, 2003

Practical Evaluation of Textual Fuzzy Similarity as a Tool for Information Retrieval.
Proceedings of the Web Intelligence, 2003

2002
Preprocessing of chromatographic Data for Fuzzy Classification.
Proceedings of the FSDK'02, 2002

2000
Introduction.
Proceedings of the Artificial Neural Networks in Biomedicine, 2000

1998
Invariant Edge Detection and Tracing.
Proceedings of the International ICSC / IFAC Symposium on Neural Computation (NC 1998), 1998

1982
Approximation neutraler Differential-Differenzengleichungssysteme mit Anwendung auf Optimierungsaufgaben.
PhD thesis, 1982


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