Dr. Robert M. Nowak Profile

Dr. Robert M. Nowak

assistant proffessor at Warsaw Univ of Technology

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Publications (42)

Proceedings Article | 6 November 2019 Paper

Non-native speech recognition using audio style transfer

Kacper Radzikowski, Mateusz Forc, Le Wang, Osamu Yoshie, Robert Nowak

Proceedings Volume 11176, 111762J (2019) https://doi.org/10.1117/12.2536535

KEYWORDS: Speech recognition, Neural networks, Machine learning, Computer science, Computing systems, Tongue, Convolutional neural networks, Databases, Fourier transforms, Statistical modeling

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Proceedings Article | 6 November 2019 Paper

The efficient algorithm for mapping next generation sequencing reads to reference genome

Patryk Pankiewicz, Wiktor Kuśmirek, Robert Nowak

Proceedings Volume 11176, 111761W (2019) https://doi.org/10.1117/12.2536653

KEYWORDS: Algorithm development, Associative arrays, Computer science, C++, Genetics, Genomics, Computer programming, Parallel computing

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Proceedings Article | 6 November 2019 Paper

Machine learning models for predicting customer decision in motor claims settlement

Robert Nowak, Łukasz Neumann, Wiktor Franus, Marcin Dąmbski, Adam Smółkowski, Paweł Zawistowski

Proceedings Volume 11176, 111761U (2019) https://doi.org/10.1117/12.2536523

KEYWORDS: Data modeling, Machine learning, Databases, Computer science, Classification systems

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Proceedings Article | 6 November 2019 Paper

Widget detection on screenshots using computer vision and machine learning algorithms

Kacper Radzikowski, Karol Chęciński, Mateusz Forc, Łukasz Lepak, Michał Jabłoński, Wiktor Kuśmirek, Bartłomiej Twardowski, Paweł Wawrzyński, Robert Nowak

Proceedings Volume 11176, 111761Q (2019) https://doi.org/10.1117/12.2536406

KEYWORDS: Machine vision, Computer vision technology, Machine learning, Human-machine interfaces, Software, Edge detection, Neural networks

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Proceedings Article | 6 November 2019 Paper

Paraphrase generation and evaluation: a view from the trenches

Wiktor Franus, Bartłomiej Twardowski, Paweł Zawistowski, Robert Nowak

Proceedings Volume 11176, 111761M (2019) https://doi.org/10.1117/12.2535741

KEYWORDS: Artificial neural networks, Machine learning, Artificial intelligence, Computer programming, Neural networks, Modeling, Computer science

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Proceedings Article | 6 November 2019 Paper

The new C++ serialization library supporting backward and forward compatibility

Michał Breiter, Robert Nowak

Proceedings Volume 11176, 111761P (2019) https://doi.org/10.1117/12.2536387

KEYWORDS: C++, Binary data, Computer programming, Data storage

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Proceedings Article | 1 October 2018 Paper

Scaffolding algorithm using second- and third-generation reads

Wiktor Franus, Wiktor Kuśmirek, Robert Nowak

Proceedings Volume 10808, 108083A (2018) https://doi.org/10.1117/12.2501505

KEYWORDS: Associative arrays, Computer science, Algorithm development, C++, Computer programming, Bioinformatics

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Proceedings Article | 1 October 2018 Paper

De Novo DNA assembler for third generation sequencers’ reads based on BLASR algorithm

Michał Winiarski, Wiktor Kuśmirek, Robert Nowak

Proceedings Volume 10808, 108083C (2018) https://doi.org/10.1117/12.2501542

KEYWORDS: Computer science, Software, Bioinformatics, Algorithms

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Proceedings Article | 1 October 2018 Paper

De Novo genome assembly for third generation sequencing data

Mateusz Forc, Wiktor Kuśmirek, Robert Nowak

Proceedings Volume 10808, 108083D (2018) https://doi.org/10.1117/12.2501543

KEYWORDS: Computer programming, Computer science, C++, Bioinformatics, Algorithms

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Proceedings Article | 1 October 2018 Paper

Heuristic hyperparameter optimization for multilayer perceptron with one hidden layer

Łukasz Neumann, Robert Nowak

Proceedings Volume 10808, 108082A (2018) https://doi.org/10.1117/12.2501569

KEYWORDS: Optimization (mathematics), Evolutionary algorithms, Neural networks, Visualization, Computer science, Process modeling, Stochastic processes, Data modeling, Performance modeling

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Proceedings Article | 7 August 2017 Paper

DNASynth: a software application to optimization of artificial gene synthesis

Jan Muczyński, Robert Nowak

Proceedings Volume 10445, 104452X (2017) https://doi.org/10.1117/12.2280134

KEYWORDS: Optimization (mathematics), Evolutionary algorithms, Biology, Genetic engineering, Molecules, Proteins, Computer programming, Detection and tracking algorithms, Human-machine interfaces, Databases, Polymers, Principal component analysis, Algorithm development

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Proceedings Article | 7 August 2017 Paper

Genomecmp: computer software to detect genomic rearrangements using markers

Maciej Kulawik, Robert Nowak

Proceedings Volume 10445, 1044531 (2017) https://doi.org/10.1117/12.2280483

KEYWORDS: Bioinformatics, Genetics, Software development, Detection and tracking algorithms, Algorithm development, Fourier transforms, Neodymium, Organisms, Resistance, Data processing, C++, Computer science, Computer programming

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Proceedings Article | 7 August 2017 Paper

Detection of genomic rearrangements in cucumber using genomecmp software

Maciej Kulawik, Magdalena Ewa Pawełkowicz, Michał Wojcieszek, Wojciech Pląder, Robert Nowak

Proceedings Volume 10445, 1044535 (2017) https://doi.org/10.1117/12.2280631

KEYWORDS: Organisms, Databases, Tissues, Computer science, Life sciences, Mode conditioning cables, Electroluminescent displays, Information science, Human-machine interfaces, Distance measurement

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Proceedings Article | 7 August 2017 Paper

Assembly of cucumber (Cucumis sativus L.) somaclones

Agnieszka Skarzyńska, Wiktor Kuśmirek, Magdalena Pawełkowicz, Wojciech Pląder, Robert Nowak

Proceedings Volume 10445, 1044534 (2017) https://doi.org/10.1117/12.2280630

KEYWORDS: In vitro testing, Genetics, Software development, Error analysis, Biotechnology, Life sciences, Computer science, Tissues, Cadmium sulfide, Analytical research

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Proceedings Article | 7 August 2017 Paper

New tool to assemble repetitive regions using next-generation sequencing data

Wiktor Kuśmirek, Robert Nowak, Łukasz Neumann

Proceedings Volume 10445, 104452V (2017) https://doi.org/10.1117/12.2280030

KEYWORDS: Data storage, Organisms, Data processing, Computer architecture, Human-machine interfaces, C++, Computer science, Reconstruction algorithms, Software development, Computer programming languages

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Proceedings Article | 7 August 2017 Paper

Comparison of de novo assembly statistics of Cucumis sativus L.

Michał Wojcieszek, Wiktor Kuśmirek, Magdalena Pawełkowicz, Wojciech Pląder, Robert Nowak

Proceedings Volume 10445, 1044533 (2017) https://doi.org/10.1117/12.2280629

KEYWORDS: Algorithm development, Life sciences, Computer science, Software development, Databases, Reconstruction algorithms, Statistical analysis, Genetics, Biotechnology, Tissues

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Proceedings Article | 7 August 2017 Paper

Katome: de novo DNA assembler implemented in rust

Łukasz Neumann, Robert Nowak, Wiktor Kuśmirek

Proceedings Volume 10445, 104451D (2017) https://doi.org/10.1117/12.2280206

KEYWORDS: Detection and tracking algorithms, Computer programming languages, Computer programming, Standards development, Safety, Data modeling, Binary data, Bacteria, Yeast, Computer science

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Proceedings Article | 7 August 2017 Paper

CuGene as a tool to view and explore genomic data

Michał Haponiuk, Magdalena Pawełkowicz, Zbigniew Przybecki, Robert Nowak

Proceedings Volume 10445, 1044532 (2017) https://doi.org/10.1117/12.2280533

KEYWORDS: Databases, Visualization, Electroluminescent displays, Human-machine interfaces, Neodymium, Internet, Software, Data storage, Data modeling, Organisms

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