Dr. Stanislaw Jankowski Profile

Dr. Stanislaw Jankowski

at Warsaw Univ of Technology

SPIE Involvement:

Author

Publications (38)

Proceedings Article | 15 October 2020 Paper

Paper

The data-based methodology for crime forecasting

Zbigniew Wawrzyniak, Radoslaw Pytlak, Paweł Cichosz, Stanisław Jankowski, Grzegorz Borowik, Wojciech Olszewski, Eliza Szczechla, Paweł Michalak

Proceedings Volume 11581, 115811M (2020) https://doi.org/10.1117/12.2583580

Read Abstract +

Proceedings Article | 28 September 2016 Paper

Paper

Leverage estimation for multi-output neural networks

Tomasz Grel, Stanislaw Jankowski

Proceedings Volume 10031, 100315D (2016) https://doi.org/10.1117/12.2249699

KEYWORDS: Neural networks, Matrices, Data modeling, Algorithm development, Computer simulations, Neurons, Statistical modeling, Process modeling, Evolutionary algorithms, Network architectures

Read Abstract +

Proceedings Article | 28 September 2016 Paper

Paper

Deep learning classifier based on NPCA and orthogonal feature selection

Stanisław Jankowski, Zbigniew Szymański, Uladzimir Dziomin, Vladimir Golovko, Aleksy Barcz

Proceedings Volume 10031, 100315E (2016) https://doi.org/10.1117/12.2249848

KEYWORDS: Feature selection, Neural networks, Principal component analysis, Neurons, Process modeling, Visualization, Transform theory, Data compression, Matrices, Data processing

Read Abstract +

Proceedings Article | 28 September 2016 Paper

Paper

Real-time detecting and tracking ball with OpenCV and Kinect

Tomasz Osiecki, Stanislaw Jankowski

Proceedings Volume 10031, 100315F (2016) https://doi.org/10.1117/12.2249849

KEYWORDS: RGB color model, Image filtering, Object recognition, Cameras, Video, Detection and tracking algorithms, Binary data, Eye, CMOS sensors, Sensors

Read Abstract +

Proceedings Article | 25 October 2013 Paper

Paper

Implementation aspects of Graph Neural Networks

A. Barcz, Z. Szymański, S. Jankowski

Proceedings Volume 8903, 89032S (2013) https://doi.org/10.1117/12.2035443

KEYWORDS: Neural networks, Data modeling, Computer programming, Neurons, Detection and tracking algorithms, Process modeling, Systems modeling, Data processing, Image processing, Data conversion

Read Abstract +

Proceedings Article | 25 October 2013 Paper

Paper

Active learning of neural networks based on influential statistics

Guillem Cuesta, Carlos Rio, Stanisław Jankowski

Proceedings Volume 8903, 89032T (2013) https://doi.org/10.1117/12.2035622

KEYWORDS: Neural networks, Data modeling, Statistical analysis, Statistical modeling, Error analysis, Neurons, Chemical elements, Nose, Photonics, Astronomy

Read Abstract +

Proceedings Article | 25 October 2013 Paper

Paper

UAS imaging for archaeological survey and documentation

S. Esposito, P. Fallavollita, M. Melis, M. Balsi, S. Jankowski

Proceedings Volume 8903, 89030K (2013) https://doi.org/10.1117/12.2035318

KEYWORDS: Image processing, 3D modeling, Image segmentation, Unmanned aerial vehicles, 3D image processing, Image enhancement, Digital filtering, Systems modeling, Photogrammetry, Imaging systems

Read Abstract +

Proceedings Article | 15 October 2012 Paper

Paper

Optimization of support vector machine hyperparameters using radius/margin bound

Stanisław Jankowski, Wojciech Sadurski

Proceedings Volume 8454, 845423 (2012) https://doi.org/10.1117/12.2002318

KEYWORDS: Error analysis, Optical spheres, Photonics, Astronomy, Physics, Current controlled current source, MATLAB, Bioinformatics

Read Abstract +

Proceedings Article | 15 October 2012 Paper

Paper

Feature selection from short amino acid sequences in phosphorylation prediction problem

Jakub Węcławski, Stanisław Jankowski, Zbigniew Szymański

Proceedings Volume 8454, 84541W (2012) https://doi.org/10.1117/12.2001270

KEYWORDS: Feature selection, Image classification, Analytical research, Data modeling, Proteins, Biological research, Machine learning, Acquisition tracking and pointing, Bioinformatics, Molecular biology

Read Abstract +

Proceedings Article | 15 October 2012 Paper

Paper

Unmanned aerial vehicle 3D flight simulator by vector field histogram

Sylwester Tor, Stanisław Jankowski

Proceedings Volume 8454, 845421 (2012) https://doi.org/10.1117/12.2001329

KEYWORDS: Radar, Unmanned aerial vehicles, Head, Computer simulations, Optical spheres, Detection and tracking algorithms, OpenGL, Optical simulations, Optical testing, Data modeling

Read Abstract +

Proceedings Article | 15 October 2012 Paper

Paper

Reconstruction of environment model by using radar vector field histograms

Zbigniew Szymański, Stanisław Jankowski, Jan Szczyrek

Proceedings Volume 8454, 845422 (2012) https://doi.org/10.1117/12.2001354

KEYWORDS: Unmanned aerial vehicles, Collision avoidance, Radar, Sensors, Data modeling, Detection and tracking algorithms, Algorithm development, Instrument modeling, Computer simulations, Avionic systems

Read Abstract +

Proceedings Article | 15 October 2012 Paper

Paper

A new bio-inspired decision chain for UAV sense-and-avoid applications

P. Fallavollita, F. Cimini, M. Balsi, S. Esposito, S. Jankowski

Proceedings Volume 8454, 84541Z (2012) https://doi.org/10.1117/12.2000271

KEYWORDS: Unmanned aerial vehicles, Video, Biomimetics, MATLAB, Video processing, Sensors, Machine vision, Computer vision technology, Optical flow, Motion detection

Read Abstract +

Proceedings Article | 7 October 2011 Paper

Paper

Extended hierarchical temporal memory for visual object tracking

Sebastian Kryś, Stanisław Jankowski

Proceedings Volume 8008, 80081C (2011) https://doi.org/10.1117/12.907004

KEYWORDS: Visualization, Robots, Optical tracking, Robotics, Data processing, Neural networks, Brain, Detection and tracking algorithms, Algorithm development, Evolutionary algorithms

Read Abstract +

Proceedings Article | 7 October 2011 Paper

Paper

Contrast pattern kernel for strings

Jakub Węcławski, Stanisław Jankowski

Proceedings Volume 8008, 80080T (2011) https://doi.org/10.1117/12.906689

KEYWORDS: Image classification, Databases, Proteins, Feature extraction, Performance modeling, Data modeling, Feature selection, Medicine, Molecular biology, Pharmacology

Read Abstract +

Proceedings Article | 15 September 2010 Paper

Paper

Optimal forward regression for landmine detection by thermal sensing

Luca Del Vecchio, Paolo Fallavollita, Simone De Marco, Salvatore Esposito, Marco Balsi, Stanislaw Jankowski

Proceedings Volume 7745, 77451R (2010) https://doi.org/10.1117/12.873405

KEYWORDS: Land mines, Reconstruction algorithms, Mining, Detection and tracking algorithms, Error analysis, Thermal sensing, Optimization (mathematics), Thermal analysis, Electronics, Feature extraction

Read Abstract +

Proceedings Article | 15 September 2010 Paper

Paper

Phosphorylation prediction for proteins by LS-SVM with string kernel

Jakub Węcławski, Stanislaw Jankowski

Proceedings Volume 7745, 77450Z (2010) https://doi.org/10.1117/12.873409

KEYWORDS: Proteins, Feature selection, Oncology, Information technology, Computer programming, Medicine, Databases, Pattern recognition, Biological research, Radon

Read Abstract +

Proceedings Article | 6 August 2009 Paper

Paper

Application of differential evolution algorithm for automatic constructing and adapting radial basis function neural networks

Dawid Rymszo, Stanislaw Jankowski

Proceedings Volume 7502, 75022G (2009) https://doi.org/10.1117/12.839615

KEYWORDS: Evolutionary algorithms, Neural networks, Network architectures, MATLAB, Chromium, Photonics, Astronomy, Physics, Current controlled current source, Data centers

Read Abstract +

Proceedings Article | 6 August 2009 Paper

Paper

Thermal systems for landmine detection

Marco D'Angelo, Luca Del Vecchio, Salvatore Esposito, Marco Balsi, Stanislaw Jankowski

Proceedings Volume 7502, 75022F (2009) https://doi.org/10.1117/12.839614

KEYWORDS: Land mines, Mining, Phase velocity, Error analysis, Detection and tracking algorithms, Lanthanum, Explosives, Metals, Soil science, Signal processing

Read Abstract +

Proceedings Article | 6 August 2009 Paper

Paper

Structural optimization of least-squares support vector classifier based on virtual leave-one-out residuals.

Stanislaw Jankowski, Zbigniew Szymański

Proceedings Volume 7502, 75021O (2009) https://doi.org/10.1117/12.839616

KEYWORDS: Data modeling, Optimization (mathematics), Binary data, Computing systems, Algorithm development, Computer science, Computer programming, Analytical research, Photonics, Astronomy

Read Abstract +

Proceedings Article | 6 August 2009 Paper

Paper

Application of differential evolution for optimization of least-square support vector machine classifier of signal-averaged electrocardiograms

Sebastian Krys, Stanislaw Jankowski, Ewa Piatkowska-Janko

Proceedings Volume 7502, 75022T (2009) https://doi.org/10.1117/12.839618

KEYWORDS: Electronic filtering, Evolutionary algorithms, Electrocardiography, Binary data, Optimization (mathematics), Chromium, Lead, Cardiology, Signal detection, Associative arrays

Read Abstract +

Proceedings Article | 6 November 2008 Paper

Paper

Feature selection of signal-averaged electrocardiograms by orthogonal least squares method

Michal Raczyk, Stanislaw Jankowski, Ewa Piatkowska-Janko

Proceedings Volume 7124, 71240P (2008) https://doi.org/10.1117/12.817954

KEYWORDS: Feature selection, Data modeling, Linear filtering, Machine learning, Electrocardiography, Electronic filtering, Optical filters, Finite impulse response filters, Dimension reduction, Time metrology

Read Abstract +

Proceedings Article | 6 November 2008 Paper

Paper

Advanced computer graphic techniques for laser range finder (LRF) simulation

Janusz Bedkowski, Stanislaw Jankowski

Proceedings Volume 7124, 71240O (2008) https://doi.org/10.1117/12.817953

KEYWORDS: Laser range finders, Computer simulations, Optical simulations, Computer graphics, Computer architecture, Data modeling, Vegetation, 3D modeling, Virtual reality, Mobile robots

Read Abstract +

Proceedings Article | 6 November 2008 Paper

Paper

Semisupervised classifier of signal-average ECG based on k-means clustering

Jacek Wydrzynski, Stanislaw Jankowski, Ewa Piatkowska-Janko

Proceedings Volume 7124, 71240Q (2008) https://doi.org/10.1117/12.817955

KEYWORDS: Electrocardiography, Electronic filtering, Lead, Evolutionary optimization, Cardiology, Tissues, Interference (communication), Medicine, Optical filters, Digital filtering

Read Abstract +

Proceedings Article | 6 November 2008 Paper

Paper

Deep level defect structure of SiC material by local cluster neural network

Tomasz Pichlak, Stanislaw Jankowski

Proceedings Volume 7124, 712402 (2008) https://doi.org/10.1117/12.817929

KEYWORDS: Neural networks, Silicon carbide, Neurons, Electrons, Spectroscopy, Defect detection, Chemical elements, Statistical modeling, Error analysis, Virtual colonoscopy

Read Abstract +

Proceedings Article | 28 December 2007 Paper

Paper

Application of neural classifier to risk recognition of sustained ventricular tachycardia and flicker in patients after myocardial infarction based on high-resolution electrocardiography

Jacek Wydrzyński, Stanisław Jankowski, Ewa Piątkowska-Janko

Proceedings Volume 6937, 69372E (2007) https://doi.org/10.1117/12.784745

KEYWORDS: Electrocardiography, Neurons, Electronic filtering, Binary data, Neural networks, Lead, Digital filtering, Cardiology, Tissues, Interference (communication)

Read Abstract +

Proceedings Article | 28 December 2007 Paper

Paper

Selection of significant samples to reduce the complexity of least-squares support vector machine

Giuseppe Di Salvo, Stanisław Jankowski, Ewa Piątkowska-Janko, Paolo Arena

Proceedings Volume 6937, 69371X (2007) https://doi.org/10.1117/12.784710

KEYWORDS: Binary data, Electrocardiography, Electronic filtering, Signal detection, Lead, Error analysis, Neptunium, Photonics, Astronomy, Physics

Read Abstract +

Proceedings Article | 28 December 2007 Paper

Paper

Recognition of defect structure of Si(A4) by on-line support vector machine

Tomasz Dziedzic, Janusz Będkowski, Stanisław Jankowski

Proceedings Volume 6937, 69371W (2007) https://doi.org/10.1117/12.784709

KEYWORDS: Spectroscopy, Temperature metrology, Silicon, Data modeling, Pulse generators, Machine learning, Semiconductors, Light sources and illumination, Image registration, Photonics

Read Abstract +

Proceedings Article | 28 December 2007 Paper

Paper

Efficient defect structure analysis in semi-insulating materials by support vector machine and relevance vector machine

Stanisław Jankowski, Janusz Będkowski, Przemysław Danilewicz, Zbigniew Szymański

Proceedings Volume 6937, 69371U (2007) https://doi.org/10.1117/12.784706

KEYWORDS: Source mask optimization, Spectroscopy, Gallium arsenide, Temperature metrology, Data analysis, Optimization (mathematics), Telecommunications, Data modeling, Associative arrays, Transform theory

Read Abstract +

Proceedings Article | 28 December 2007 Paper

Paper

Application of local cluster neural network to detect structure analysis of semi-insulating GaAs

Stanisław Jankowski, Tomasz Piotr Pichlak

Proceedings Volume 6937, 69371V (2007) https://doi.org/10.1117/12.784708

KEYWORDS: Neural networks, Neurons, Gallium arsenide, Defect detection, Evolutionary algorithms, Electrons, Standards development, Spectroscopy, Statistical analysis, Crystals

Read Abstract +

Proceedings Article | 13 October 2006 Paper

Paper

Autonomous mobile robot fast hybrid decision system DT-FAM based on laser system measurement LSM

Janusz Będkowski, Stanisław Jankowski

Proceedings Volume 6347, 63472Z (2006) https://doi.org/10.1117/12.714855

KEYWORDS: Intelligence systems, Control systems, Laser systems engineering, Mobile robots, Fuzzy logic, Robotic systems, Machine learning, Decision support systems, Robotics, Fuzzy systems

Read Abstract +

Proceedings Article | 12 October 2006 Paper

Paper

Approximation of HRPITS results for SI GaAs by large scale support vector machine algorithms

Stanisław Jankowski, Konrad Wojdan, Zbigniew Szymański, Roman Kozłowski

Proceedings Volume 6347, 634730 (2006) https://doi.org/10.1117/12.714857

KEYWORDS: Gallium arsenide, Data modeling, Photonics, Astronomy, Physics, Spectroscopy, Data centers

Read Abstract +

Proceedings Article | 12 October 2006 Paper

Paper

Application of least-squares support vector machine (LS-SVM) to determination of deep level defect centers parameters in semi-insulating GaAs

Stanisław Jankowski, Maciej Knioła, Roman Kozłowski

Proceedings Volume 6347, 634731 (2006) https://doi.org/10.1117/12.714859

KEYWORDS: Gallium arsenide, Arsenic, Copper, Silicon, Gallium, Spectroscopy, Defect detection, Spectroscopes, Manufacturing, Semiconductors

Read Abstract +

Proceedings Article | 26 April 2006 Paper

Paper

Evolutionary selection of neural networks satisfying leave-one-out criteria

Giovanni Nardinocchi, Stanislaw Jankowski, Marco Balsi

Proceedings Volume 6159, 61592Z (2006) https://doi.org/10.1117/12.674862

KEYWORDS: Neural networks, Genetic algorithms, Error analysis, Performance modeling, Genetics, Neurons, Spectroscopy, Data processing, Optimization (mathematics), Mathematical modeling

Read Abstract +

Proceedings Article | 26 April 2006 Paper

Paper

Pareto selection of neural network approximation subject to virtual leave-one-out criteria and application to defect centers identification in semi-insulating materials

Stanislaw Jankowski, Maciej Ojczyk

Proceedings Volume 6159, 615930 (2006) https://doi.org/10.1117/12.674865

KEYWORDS: Data modeling, Neural networks, Genetic algorithms, Optimization (mathematics), Genetics, Data processing, Process modeling, Neurons, Data conversion, Systems modeling

Read Abstract +

Proceedings Article | 26 April 2006 Paper

Paper

Optimization of support vector machine hyperparameters by using genetic algorithm

Zbigniew Szymanski, Stanislaw Jankowski, Dominik Grelow

Proceedings Volume 6159, 615931 (2006) https://doi.org/10.1117/12.674867

KEYWORDS: Genetic algorithms, Optimization (mathematics), Performance modeling, Machine learning, Telecommunications, Computer science, Computing systems, Classification systems, Systems modeling, Solids

Read Abstract +

Proceedings Article | 26 April 2006 Paper

Paper

Accelerating SMO algorithm on parallel architectures

Jaroslaw Lipowski, Stanislaw Jankowski

Proceedings Volume 6159, 61592Y (2006) https://doi.org/10.1117/12.674861

KEYWORDS: Source mask optimization, Visualization, Computer programming, Image classification, Optimization (mathematics), Parallel processing, Binary data, Data processing, Computing systems, Computer architecture

Read Abstract +

Proceedings Article | 26 April 2006 Paper

Paper

Mobile robot Kasia with early vision based on CNN

Janusz Bedkowski, Stanislaw Jankowski

Proceedings Volume 6159, 61592X (2006) https://doi.org/10.1117/12.674860

KEYWORDS: Mobile robots, Image processing, Cameras, Image filtering, Neural networks, Robot vision, Sensors, Convolution, Digital filtering, Analog electronics

Read Abstract +

Proceedings Article | 21 September 2005 Paper

Paper

Modeling of optoelectronic properties of semiconductors by kernel machines

Stanislaw Jankowski

Proceedings Volume 5948, 59480Z (2005) https://doi.org/10.1117/12.623030

KEYWORDS: Semiconductors, Temperature metrology, Data centers, Data modeling, Optoelectronics, Spectroscopy, Silicon, Digital recording, Error analysis, Data analysis

Read Abstract +

Showing 5 of 38 publications

Conference Committee Involvement (1)

Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments 2009

25 May 2009 | Wilga, Poland

SIGN IN TO:

View contact details

UPDATE YOUR PROFILE

Is this your profile? Update it now.

Sign into your SPIE.org account

Don’t have a profile and want one?

Create an account on SPIE.org

Advertisement

Advertisement