Witold Dzwinel

Publication Activity (10 Years)

Years Active: 1991-2023
Publications (10 Years): 34

Top Topics

Dimensional Data

Top Venues

J. Comput. Sci.

Publications

Pawel Maczuga, Maciej Skoczen, Przemyslaw Roznawski, Filip Tluszcz, Marcin Szubert, Marcin Los, Witold Dzwinel, Keshav Pingali, Maciej Paszynski
Physics Informed Neural Network Code for 2D Transient Problems (PINN-2DT) Compatible with Google Colab. CoRR (2023)
Tomasz Sluzalec, Rafal Wojciech Grzeszczuk, Sergio Rojas, Witold Dzwinel, Maciej Paszynski
-finite element refinements towards singularities via deep neural network prediction. Comput. Math. Appl. 142 (2023)
Bartosz Minch, Radoslaw Lazarz, Witold Dzwinel
What Will Happen When We Radically Simplify t-SNE and UMAP Visualization Algorithms? Is It Worth Doing So? ICCS (2) (2023)
Tomasz Sluzalec, Rafal Wojciech Grzeszczuk, Sergio Rojas, Witold Dzwinel, Maciej Paszynski
Quasi-optimal hp-finite element refinements towards singularities via deep neural network prediction. CoRR (2022)
Maciej Paszynski, Leszek Siwik, Witold Dzwinel, Keshav Pingali
Supermodeling, a convergent data assimilation meta-procedure used in simulation of tumor progression. Comput. Math. Appl. 113 (2022)
Leszek Siwik, Marcin Los, Adrian Klusek, Anna Paszynska, Keshav Pingali, Witold Dzwinel, Maciej Paszynski
Tuning three-dimensional tumor progression simulations on a cluster of GPGPUs. J. Comput. Appl. Math. 412 (2022)
Konrad Zuchniak, Witold Dzwinel, Emilia Majerz, Aleksandra Pasternak, Krzysztof Dragan
Corrosion Detection on Aircraft Fuselage with Multi-teacher Knowledge Distillation. ICCS (6) (2021)
Jacek Dajda, Michal Idzik, Jakub Sroka, Mikolaj Sikora, Wiktor Pawlowski, Maciej Smolka, Przemyslaw Jablecki, Filip Slazyk, Maciej Malawski, Emilia Majerz, Aleksandra Pasternak, Witold Dzwinel, Wojciech Kania, Bogumila Hnatkowska, Wojciech Thomas, Joanna Swiebocka-Wiek, Andrzej Paszkiewicz
Current Trends in Software Engineering Bachelor Theses. Comput. Informatics 40 (4) (2021)
Witold Dzwinel, Adrian Klusek, Leszek Siwik
Supermodeling in predictive diagnostics of cancer under treatment. Comput. Biol. Medicine 137 (2021)
Leszek Siwik, Marcin Los, Witold Dzwinel
Supermodeling - A Meta-procedure for Data Assimilation and Parameters Estimation. ICCS (2) (2021)
Bartosz Minch, Mateusz Nowak, Rafal Wcislo, Witold Dzwinel
GPU-Embedding of kNN-Graph Representing Large and High-Dimensional Data. ICCS (2) (2020)
Ludwik Bukowski, Witold Dzwinel
SuperNet - An efficient method of neural networks ensembling. CoRR (2020)
Mikolaj Kromka, Wojciech W. Czech, Witold Dzwinel
Community Aware Models of Meme Spreading in Micro-blog Social Networks. ICCS (1) (2020)
Marcin Sendera, Gregory S. Duane, Witold Dzwinel
Supermodeling: The Next Level of Abstraction in the Use of Data Assimilation. ICCS (6) (2020)
Witold Dzwinel, Rafal Wcislo, Stan Matwin
2-D Embedding of Large and High-dimensional Data with Minimal Memory and Computational Time Requirements. CoRR (2019)
Leszek Siwik, Marcin Los, Adrian Klusek, Keshav Pingali, Witold Dzwinel, Maciej Paszynski
Supermodeling of tumor dynamics with parallel isogeometric analysis solver. CoRR (2019)
Adrian Klusek, Marcin Los, Maciej Paszynski, Witold Dzwinel
Efficient model of tumor dynamics simulated in multi-GPU environment. Int. J. High Perform. Comput. Appl. 33 (3) (2019)
Marta Panuszewska, Bartosz Minch, Rafal Wcislo, Witold Dzwinel
PAM: Discrete 3-D Model of Tumor Dynamics in the Presence of Anti-tumor Treatment. ACRI (2018)
Leszek Siwik, Marcin Los, Adrian Klusek, Witold Dzwinel, Maciej Paszynski
Tuning two-dimensional tumor growth simulations. SummerSim (2018)
Witold Dzwinel, Adrian Klusek, Maciej Paszynski
A concept of a prognostic system for personalized anti-tumor therapy based on supermodeling. ICCS (2017)
Wojciech W. Czech, Wojciech Mielczarek, Witold Dzwinel
Distributed computing of distance-based graph invariants for analysis and visualization of complex networks. Concurr. Comput. Pract. Exp. 29 (9) (2017)
Witold Dzwinel, Rafal Wcislo, Wojciech W. Czech
ivga: A fast force-directed method for interactive visualization of complex networks. J. Comput. Sci. 21 (2017)
Witold Dzwinel, Rafal Wcislo
ivhd: A Robust Linear-Time and Memory Efficient Method for Visual Exploratory Data Analysis. MLDM (2017)
Adrian Klusek, Witold Dzwinel
Multi-GPU k-Nearest Neighbor Search in the Context of Data Embedding. PARCO (2017)
Witold Dzwinel, Rafal Wcislo, Magdalena Strzoda
ivga: visualization of the network of historical events. IML (2017)
Witold Dzwinel, Adrian Klusek, Rafal Wcislo, Marta Panuszewska, Pawel Topa
Continuous and Discrete Models of Melanoma Progression Simulated in Multi-GPU Environment. PPAM (1) (2017)
Witold Dzwinel, Rafal Wcislo, David A. Yuen, Shea Miller
PAM: Particle Automata in Modeling of Multiscale Biological Systems. ACM Trans. Model. Comput. Simul. 26 (3) (2016)
Witold Dzwinel, Adrian Klusek, Oleg V. Vasilyev
Supermodeling in Simulation of Melanoma Progression. ICCS (2016)
Adrian Klusek, Witold Dzwinel, Arkadiusz Z. Dudek
Simulation of tumor necrosis in primary melanoma. SummerSim (2016)
Wojciech W. Czech, Wojciech Mielczarek, Witold Dzwinel
Comparison of Large Graphs Using Distance Information. PPAM (1) (2015)
Witold Dzwinel, Rafal Wcislo
Very Fast Interactive Visualization of Large Sets of High-dimensional Data. ICCS (2015)
Piotr Pawliczek, Witold Dzwinel, David A. Yuen
Visual Exploration of Data with Multithread MIC Computer Architectures. ICAISC (2015)
Witold Dzwinel, Krzysztof Magiera
Irreducible elementary cellular automata found. J. Comput. Sci. 11 (2015)
Piotr Iwo Wójcik, Thérèse Ouellet, Margaret Balcerzak, Witold Dzwinel
Identification of biomarker genes for resistance to a pathogen by a novel method for meta-analysis of single-channel microarray datasets. J. Bioinform. Comput. Biol. 13 (4) (2015)
Piotr Pawliczek, Witold Dzwinel, David A. Yuen
Visual exploration of data by using multidimensional scaling on multicore CPU, GPU, and MPI cluster. Concurr. Comput. Pract. Exp. 26 (3) (2014)
Krzysztof Magiera, Witold Dzwinel
A Novel Algorithm for Coarse-Graining of Cellular Automata. ACRI (2014)
Tomir Kryza, Witold Dzwinel
Coupling Lattice Boltzmann Gas and Level Set Method for Simulating Free Surface Flow in GPU/CUDA Environment. PPAM (2) (2013)
Piotr Pawliczek, Witold Dzwinel
Interactive Data Mining by Using Multidimensional Scaling. ICCS (2013)
Rafal Wcislo, Witold Dzwinel
A Metaphor of Complex Automata in Modeling Biological Phenomena. ACRI (2012)
Wojciech W. Czech, Witold Dzwinel, Slawomir Goryczka, Tomasz Arodz, Arkadiusz Z. Dudek
Exploring Complex Networks with Graph Investigator Research Application. Comput. Informatics 30 (2) (2011)
Dat T. Nguyen, Witold Dzwinel, Krzysztof J. Cios
Visualization of highly-dimensional data in 3D space. ISDA (2011)
Pawel Topa, Maciej Kuzniar, Witold Dzwinel
Graph of Cellular Automata as a Metaphor of Fusarium Graminearum Growth Implemented in GPGPU CUDA Computational Environment. PPAM (2) (2011)
Rafal Wcislo, Pawel Gosztyla, Witold Dzwinel
N-body parallel model of tumor proliferation. SummerSim (2010)
Piotr Pawliczek, Witold Dzwinel
Parallel Implementation of Multidimensional Scaling Algorithm Based on Particle Dynamics. PPAM (1) (2009)
Rafal Wcislo, Witold Dzwinel
Particle Model of Tumor Growth and Its Parallel Implementation. PPAM (1) (2009)
Rafal Wcislo, Witold Dzwinel
Particle Based Model of Tumor Progression Stimulated by the Process of Angiogenesis. ICCS (2) (2008)
Witold Dzwinel
In Search of Cellular Automata Reproducing Chaotic Dynamics Described by Logistic Formula. ACRI (2006)
Witold Dzwinel, Krzysztof Boryczko, Tomasz Arodz, Marcin Kurdziel
Computer-based methods for breast cancer detection in mammograms. Bio Algorithms Med Syst. 1 (1-2) (2006)
Tomasz Arodz, Krzysztof Boryczko, Witold Dzwinel, Marcin Kurdziel, David A. Yuen
Visual Exploration of Multidimensional Feature Space of Biological Data. IEEE Visualization (2005)
Krzysztof Boryczko, Witold Dzwinel, David A. Yuen
Modeling fibrin aggregation in blood flow with discrete-particles. Comput. Methods Programs Biomed. 75 (3) (2004)
Witold Dzwinel
A Cellular Automata Model of Population Infected by Periodic Plague. ACRI (2004)
Krzysztof Boryczko, Witold Dzwinel, David A. Yuen
Clustering revealed in high-resolution simulations and visualization of multi-resolution features in fluid-particle models. Concurr. Comput. Pract. Exp. 15 (2) (2003)
Pawel Topa, Witold Dzwinel
Consuming Environment with Transportation Network Modelled Using Graph of Cellular Automata. PPAM (2003)
Krzysztof Boryczko, Witold Dzwinel, David A. Yuen
Parallel implementation of the fluid particle model for simulating complex fluids in the mesoscale. Concurr. Comput. Pract. Exp. 14 (2) (2002)
Witold Dzwinel, Jan Blasiak
Method of particles in visual clustering of multi-dimensional and large data sets. Future Gener. Comput. Syst. 15 (3) (1999)
Witold Dzwinel, Witold Alda, Jacek Kitowski, Jacek Moscinski, Marek Pogoda, David A. Yuen
Large-Scale Molecular Dynamics Experiments on Cray T3E System. HPCN Europe (1998)
Jan Blasiak, Witold Dzwinel
Visual Clustering of Multidimensional and Large Data Sets Using Parallel Environments. HPCN Europe (1998)
Witold Dzwinel, Jan Dzwinel, Krzysztof Dzwinel
Development of Parallel Applications for MEGA-D - System for Oil and Gas Prospecting. HPCN Europe (1997)
Witold Alda, Witold Dzwinel, Jacek Kitowski, Jacek Moscinski, David A. Yuen
High Performance Simulation of Thermal Convection Using Quasi-particle Approach. HPCN Europe (1997)
Witold Dzwinel
Virtual particles and search for global minimum. Future Gener. Comput. Syst. 12 (5) (1997)
Andrzej Broda, Witold Dzwinel
Spatial Genetic Algorithm and Its Parallel Implementation. PARA (1996)
Witold Dzwinel
Particles Paradigm and Optimization Problems. HPCN Europe (1996)
Witold Alda, Witold Dzwinel, Jacek Kitowski, Jacek Moscinski, David A. Yuen
Molecular Simulation of Mixing Fluids and Microhydrodynamic Instabilities. HPCN Europe (1996)
Witold Alda, Witold Dzwinel, Jacek Kitowski, Jacek Moscinski, David A. Yuen
Convection driven by sedimentation using molecular dynamics approach. HPCN Europe (1995)
Witold Dzwinel, Jan Blasiak
Pattern recognition via molecular dynamics on vector supercomputers and networked workstations. HPCN Europe (1995)
Witold Dzwinel
Mapping on Patterns - The Way of Insight into Multi-Dimensional Data Structures. HPCN (1994)
Witold Dzwinel
How to make sammon's mapping useful for multidimensional data structures analysis. Pattern Recognit. 27 (7) (1994)
Witold Dzwinel
The search for an optimal multiprocessor interconnection network. Parallel Comput. 17 (1) (1991)