Dariusz Mrozek

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 62

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Protein Structure

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Publications

Pawel Benecki, Daniel Kostrzewa, Marek Drewniak, Bohdan Shubyn, Piotr Grzesik, Vaidy S. Sunderam, Boleslaw Pochopien, Andrzej Kwiecien, Bozena Malysiak-Mrozek, Dariusz Mrozek
Towards Detection of Anomalies in Automated Guided Vehicles Based on Telemetry Data. ICCS (7) (2024)
Bozena Malysiak-Mrozek, Bartlomiej Ryba, Marek Moleda, Che-Lun Hung, Witold Pedrycz, Weiping Ding, Dariusz Mrozek
Interpreting Industrial IoT Data Streams Through Fuzzy Querying With Hysteretic Fuzzy Sets on Apache Kafka. IEEE Trans. Fuzzy Syst. 32 (8) (2024)
Pawel Benecki, Daniel Kostrzewa, Piotr Grzesik, Bohdan Shubyn, Dariusz Mrozek
Enhancing Anomaly Detection in Automated Guided Vehicles through Feature Weight Optimization. GECCO Companion (2024)
Bohdan Shubyn, Daniel Kostrzewa, Piotr Grzesik, Pawel Benecki, Taras Maksymyuk, Vaidy S. Sunderam, Jia-Hao Syu, Jerry Chun-Wei Lin, Dariusz Mrozek
Federated Learning for improved prediction of failures in Autonomous Guided Vehicles. J. Comput. Sci. 68 (2023)
Weiping Ding, Jun Liu, Chin-Teng Lin, Dariusz Mrozek
Special issue on Recent Advances in Fuzzy Deep Learning for Uncertain Medicine Data. Inf. Sci. 642 (2023)
Pawel Benecki, Daniel Kostrzewa, Piotr Grzesik, Bohdan Shubyn, Jia-Hao Syu, Jerry Chun-Wei Lin, Vaidy S. Sunderam, Dariusz Mrozek
Effective Prediction of Energy Consumption in Automated Guided Vehicles with Recurrent and Convolutional Neural Networks. BigData (2023)
Sebastian Pokucinski, Dariusz Mrozek
Object Detection with YOLOv5 in Indoor Equirectangular Panoramas. KES (2023)
Bozena Malysiak-Mrozek, Mario Bas, Vaidy S. Sunderam, Stanislaw Kozielski, Dariusz Mrozek
Predicting Conflict Zones on Terrestrial Routes of Automated Guided Vehicles with Fuzzy Querying on Apache Kafka. DSAA (2023)
Bohdan Shubyn, Piotr Grzesik, Taras Maksymyuk, Daniel Kostrzewa, Pawel Benecki, Jia-Hao Syu, Jerry Chun-Wei Lin, Vaidy S. Sunderam, Dariusz Mrozek
Resource Consumption of Federated Learning Approach Applied on Edge IoT Devices in the AGV Environment. ICCS (5) (2023)
Sebastian Pokucinski, Dariusz Mrozek
YOLO-based Object Detection in Panoramic Images of Smart Buildings. DSAA (2023)
Pawel Benecki, Daniel Kostrzewa, Piotr Grzesik, Bohdan Shubyn, Dariusz Mrozek
Optimizing Telemetry Signal Influence for Power Consumption Prediction. GECCO Companion (2023)
Weiping Ding, Javier Andréu Pérez, Yiu-ming Cheung, Swagatam Das, Xiaodong Yue, Dariusz Mrozek
Special issue on fuzzy systems for biomedical science in healthcare. Appl. Soft Comput. 132 (2023)
Marek Moleda, Bozena Malysiak-Mrozek, Weiping Ding, Vaidy S. Sunderam, Dariusz Mrozek
From Corrective to Predictive Maintenance - A Review of Maintenance Approaches for the Power Industry. Sensors 23 (13) (2023)
Bozena Malysiak-Mrozek, Jadwiga Wieszok, Witold Pedrycz, Weiping Ding, Dariusz Mrozek
High-Efficient Fuzzy Querying With HiveQL for Big Data Warehousing. IEEE Trans. Fuzzy Syst. 30 (6) (2022)
Piotr Paczula, Robert Tutajewicz, Robert Brzeski, Hafed Zghidi, Alina Momot, Ewa Pluciennik, Adam Duszenko, Stanislaw Kozielski, Dariusz Mrozek
Cloud as a Platform for W-Machine Didactic Computer Simulator. ICCS (4) (2022)
Pawel Benecki, Daniel Kostrzewa, Piotr Grzesik, Bohdan Shubyn, Dariusz Mrozek
Forecasting of Energy Consumption for Anomaly Detection in Automated Guided Vehicles: Models and Feature Selection. SMC (2022)
Bohdan Shubyn, Dariusz Mrozek, Taras Maksymyuk, Vaidy S. Sunderam, Daniel Kostrzewa, Piotr Grzesik, Pawel Benecki
Federated Learning for Anomaly Detection in Industrial IoT-enabled Production Environment Supported by Autonomous Guided Vehicles. ICCS (4) (2022)
Piotr Grzesik, Dariusz Mrozek
Accelerating Edge Metagenomic Analysis with Serverless-Based Cloud Offloading. ICCS (1) (2022)
Jia-Hao Syu, Jerry Chun-Wei Lin, Dariusz Mrozek
An Efficient and Secured Energy Management System for Automated Guided Vehicles. Big Data (2022)
Piotr Grzesik, Pawel Benecki, Daniel Kostrzewa, Bohdan Shubyn, Dariusz Mrozek
On-Edge Aggregation Strategies over Industrial Data Produced by Autonomous Guided Vehicles. ICCS (4) (2022)
Anna Wachowicz, Jakub Pytlik, Bozena Malysiak-Mrozek, Krzysztof Tokarz, Dariusz Mrozek
Edge Computing in IoT-Enabled Honeybee Monitoring for the Detection of Varroa Destructor. Int. J. Appl. Math. Comput. Sci. 32 (3) (2022)
Ramy Monir, Daniel Kostrzewa, Dariusz Mrozek
Singing Voice Detection: A Survey. Entropy 24 (1) (2022)
Piotr Grzesik, Dariusz Rafal Augustyn, Lukasz Wycislik, Dariusz Mrozek
Serverless computing in omics data analysis and integration. Briefings Bioinform. 23 (1) (2022)
Feifei Cui, Quan Zou, Qin Ma, Leyi Wei, Jijun Tang, Dariusz Mrozek
IEEE Access Special Section Editorial: Feature Representation and Learning Methods With Applications in Large-Scale Biological Sequence Analysis. IEEE Access 9 (2021)
Piotr Grzesik, Dariusz Mrozek
Metagenomic Analysis at the Edge with Jetson Xavier NX. ICCS (4) (2021)
Adam Ziebinski, Dariusz Mrozek, Rafal Cupek, Damian Grzechca, Marcin Fojcik, Marek Drewniak, Erik Kyrkjebø, Jerry Chun-Wei Lin, Knut Øvsthus, Piotr Biernacki
Challenges Associated with Sensors and Data Fusion for AGV-Driven Smart Manufacturing. ICCS (4) (2021)
Piotr Grzesik, Dariusz Mrozek
Serverless Nanopore Basecalling with AWS Lambda. ICCS (2) (2021)
Bozena Malysiak-Mrozek, Lukasz Bozek, Dariusz Mrozek
Fuzzy Filtering in Large-Scale Prediction of Intrinsically Disordered Regions of Proteins on Apache Spark. CEC (2021)
Dariusz Mrozek, Szymon Kwasnicki, Vaidy S. Sunderam, Bozena Malysiak-Mrozek, Krzysztof Tokarz, Stanislaw Kozielski
Comparison of Speech Recognition and Natural Language Understanding Frameworks for Detection of Dangers with Smart Wearables. ICCS (4) (2021)
Valentyn Faychuk, Dariusz Mrozek, Bohdan Strykhaliuk, Orest Lavriv, Olga Shpur
Efficient and Reliable Method of Time Distributed Media Access Control for IoT Devices. Int. J. Comput. 20 (1) (2021)
Dariusz Mrozek
A review of Cloud computing technologies for comprehensive microRNA analyses. Comput. Biol. Chem. 88 (2020)
Marek Moleda, Alina Momot, Dariusz Mrozek
Predictive Maintenance of Boiler Feed Water Pumps Using SCADA Data. Sensors 20 (2) (2020)
Aleksander Placzek, Alicja Pluciennik, Agnieszka Kotecka-Blicharz, Michal Jarzab, Dariusz Mrozek
Bayesian Assessment of Diagnostic Strategy for a Thyroid Nodule Involving a Combination of Clinical Synthetic Features and Molecular Data. IEEE Access 8 (2020)
Dariusz Mrozek, Anna Koczur, Bozena Malysiak-Mrozek
Fall detection in older adults with mobile IoT devices and machine learning in the cloud and on the edge. Inf. Sci. 537 (2020)
Rafal Cupek, Marek Drewniak, Marcin Fojcik, Erik Kyrkjebø, Jerry Chun-Wei Lin, Dariusz Mrozek, Knut Øvsthus, Adam Ziebinski
Autonomous Guided Vehicles for Smart Industries - The State-of-the-Art and Research Challenges. ICCS (5) (2020)
Marek Moleda, Alina Momot, Dariusz Mrozek
Regression Methods for Detecting Anomalies in Flue Gas Desulphurization Installations in Coal-Fired Power Plants Based on Sensor Data. ICCS (5) (2020)
Stanislaw Kozielski, Dariusz Mrozek
Development of High Performance Computing Systems. CN (2020)
Dariusz Mrozek, Mateusz Milik, Bozena Malysiak-Mrozek, Krzysztof Tokarz, Adam Duszenko, Stanislaw Kozielski
Fuzzy Intelligence in Monitoring Older Adults with Wearables. ICCS (5) (2020)
Marek Moleda, Alina Momot, Dariusz Mrozek
Concept Drift and Avoiding its Negative Effects in Predictive Modeling of Failures of Electricity Production Units in Power Plants. MASCOTS (2020)
Piotr Grzesik, Dariusz Mrozek
Comparative Analysis of Time Series Databases in the Context of Edge Computing for Low Power Sensor Networks. ICCS (5) (2020)
Dariusz Mrozek, Krzysztof Tokarz, Daniel Pankowski, Bozena Malysiak-Mrozek
A Hopping Umbrella for Fuzzy Joining Data Streams From IoT Devices in the Cloud and on the Edge. IEEE Trans. Fuzzy Syst. 28 (5) (2020)
Anna Wachowicz, Bozena Malysiak-Mrozek, Dariusz Mrozek
Combining Data from Fitness Trackers with Meteorological Sensor Measurements for Enhanced Monitoring of Sports Performance. ICCS (3) (2019)
Krzysztof Psiuk-Maksymowicz, Roman Jaksik, Aleksander Placzek, Aleksandra Gruca, Sebastian Student, Damian Borys, Dariusz Mrozek, Krzysztof Fujarewicz, Andrzej Swierniak
BioTest - Remote Platform for Hypothesis Testing and Analysis of Biomedical Data. PCBBE (2019)
Dariusz Mrozek, Marek Suwala, Bozena Malysiak-Mrozek
High-throughput and scalable protein function identification with Hadoop and Map-only pattern of the MapReduce processing model. Knowl. Inf. Syst. 60 (1) (2019)
Marek Moleda, Dariusz Mrozek
Big Data in Power Generation. BDAS (2019)
Pawel Mielnik, Krzysztof Tokarz, Dariusz Mrozek, Piotr Czekalski, Marcin Fojcik, Anja Myhre Hjelle, Mateusz Milik
Monitoring of Chronic Arthritis Patients with Wearables - A Report from the Concept Phase. ICCCI (2) (2019)
Anna Wachowicz, Dariusz Mrozek
Fuzzy Join as a Preparation Step for the Analysis of Training Data. BDAS (2019)
Aleksander Placzek, Alicja Pluciennik, Miroslaw Pach, Michal Jarzab, Dariusz Mrozek
The Role of Feature Selection in Text Mining in the Process of Discovering Missing Clinical Annotations - Case Study. BDAS (2019)
Bozena Malysiak-Mrozek, Tomasz Baron, Dariusz Mrozek
Spark-IDPP: high-throughput and scalable prediction of intrinsically disordered protein regions with Spark clusters on the Cloud. Clust. Comput. 22 (2) (2019)
Mateusz Golosz, Dariusz Mrozek
Exploration of Data from Smart Bands in the Cloud and on the Edge - The Impact on the Data Storage Space. ICCS (3) (2019)
Mateusz Golosz, Dariusz Mrozek
Detection of Dangers in Human Health with IoT Devices in the Cloud and on the Edge. BDAS (2019)
Piotr Grzesik, Dariusz Mrozek
Evaluation of Key-Value Stores for Distributed Locking Purposes. BDAS (2019)
Bozena Malysiak-Mrozek, Anna Lipinska, Dariusz Mrozek
Fuzzy Join for Flexible Combining Big Data Lakes in Cyber-Physical Systems. IEEE Access 6 (2018)
Bozena Malysiak-Mrozek, Marek Stabla, Dariusz Mrozek
Soft and Declarative Fishing of Information in Big Data Lake. IEEE Trans. Fuzzy Syst. 26 (5) (2018)
Bozena Malysiak-Mrozek, Pawel Danilowicz, Dariusz Mrozek
Efficient 3D Protein Structure Alignment on Large Hadoop Clusters in Microsoft Azure Cloud. BDAS (2018)
Dariusz Mrozek, Artur Klapcinski, Bozena Malysiak-Mrozek
Orchestrating Task Execution in Cloud4PSi for Scalable Processing of Macromolecular Data of 3D Protein Structures. ACIIDS (2) (2017)
Krzysztof Psiuk-Maksymowicz, Dariusz Mrozek, Roman Jaksik, Damian Borys, Krzysztof Fujarewicz, Andrzej Swierniak
Scalability of a Genomic Data Analysis in the BioTest Platform. ACIIDS (2) (2017)
Dariusz Mrozek, Pawel Kasprowski, Bozena Malysiak-Mrozek, Stanislaw Kozielski
Life Sciences Data Analysis. Inf. Sci. 384 (2017)
Bozena Malysiak-Mrozek, Hanna Mazurkiewicz, Dariusz Mrozek
Extending the Doctrine ORM Framework Towards Fuzzy Processing of Data - Exemplified by Ambulatory Data Analysis. BDAS (2017)
Dariusz Mrozek, Bartek Socha, Stanislaw Kozielski, Bozena Malysiak-Mrozek
An efficient and flexible scanning of databases of protein secondary structures - with the segment index and multithreaded alignment. J. Intell. Inf. Syst. 46 (1) (2016)
Dariusz Mrozek, Pawel Danilowicz, Bozena Malysiak-Mrozek
HDInsight4PSi: Boosting performance of 3D protein structure similarity searching with HDInsight clusters in Microsoft Azure cloud. Inf. Sci. (2016)
Krzysztof Psiuk-Maksymowicz, Aleksander Placzek, Roman Jaksik, Sebastian Student, Damian Borys, Dariusz Mrozek, Krzysztof Fujarewicz, Andrzej Swierniak
A Holistic Approach to Testing Biomedical Hypotheses and Analysis of Biomedical Data. BDAS (2016)
Dariusz Mrozek, Bozena Malysiak-Mrozek, Bartek Socha, Stanislaw Kozielski
Selection of a Consensus Area Size for Multithreaded Wavefront-Based Alignment Procedure for Compressed Sequences of Protein Secondary Structures. PReMI (2015)
Dariusz Mrozek, Pawel Gosk, Bozena Malysiak-Mrozek
Scaling Ab Initio Predictions of 3D Protein Structures in Microsoft Azure Cloud. J. Grid Comput. 13 (4) (2015)
Lukasz Wycislik, Dariusz Rafal Augustyn, Dariusz Mrozek, Ewa Pluciennik, Hafed Zghidi, Robert Brzeski
E-LT Concept in a Light of New Features of Oracle Data Integrator 12c Based on Data Migration within a Hospital Information System. BDAS (2015)
Dariusz Mrozek, Anna Paliga, Bozena Malysiak-Mrozek, Stanislaw Kozielski
Database Under Pressure - Scaling Database Performance Tests in Microsoft Azure Public Cloud. BDAS (2015)
Dariusz Mrozek, Tomasz Kutyla, Bozena Malysiak-Mrozek
Accelerating 3D Protein Structure Similarity Searching on Microsoft Azure Cloud with Local Replicas of Macromolecular Data. PPAM (2) (2015)
Dariusz Mrozek, Bozena Malysiak-Mrozek, Radomir Adamek
P3D-SQL: Extending Oracle PL/SQL Capabilities Towards 3D Protein Structure Similarity Searching. IWBBIO (1) (2015)
Dariusz Mrozek, Bozena Malysiak-Mrozek, Artur Klapcinski
Cloud4Psi: cloud computing for 3D protein structure similarity searching. Bioinform. 30 (19) (2014)
Dariusz Mrozek, Bozena Malysiak-Mrozek, Igor Waligóra
UMAP - A Universal Multi-Agent Platform for .NET Developers. BDAS (2014)
Dariusz Mrozek, Bozena Malysiak-Mrozek, Jakub Mikolajczyk, Stanislaw Kozielski
Database Under Pressure - Testing Performance of Database Systems Using Universal Multi-Agent Platform. ICMMI (2013)
Dariusz Mrozek, Bozena Malysiak-Mrozek
CASSERT: A Two-Phase Alignment Algorithm for Matching 3D Structures of Proteins. CN (2013)
Dariusz Mrozek, Bartlomiej Buk, Bozena Malysiak-Mrozek
Some remarks on choosing video stream encoding for remote video verification on Android mobile devices. AFRICON (2013)
Bartlomiej Buk, Dariusz Mrozek, Bozena Malysiak-Mrozek
Remote Video Verification and Video Surveillance on Android-Based Mobile Devices. ICMMI (2013)
Dawid Stanek, Dariusz Mrozek, Bozena Malysiak-Mrozek
MViewer: Visualization of Protein Molecular Structures Stored in the PDB, mmCIF and PDBML Data Formats. CN (2013)
Dariusz Mrozek, Bozena Malysiak-Mrozek, Artur Siaznik
search GenBank: interactive orchestration and ad-hoc choreography of Web services in the exploration of the biomedical resources of the National Center For Biotechnology Information. BMC Bioinform. 14 (2013)
Robert Pawlowski, Bozena Malysiak-Mrozek, Stanislaw Kozielski, Dariusz Mrozek
Fast and Accurate Similarity Searching of Biopolymer Sequences with GPU and CUDA. ICA3PP (1) (2011)
Bozena Malysiak-Mrozek, Alina Momot, Dariusz Mrozek, Lukasz Hera, Stanislaw Kozielski, Michal Momot
Scalable System for Protein Structure Similarity Searching. ICCCI (2) (2011)
Bozena Malysiak-Mrozek, Dariusz Mrozek
An Improved Method for Protein Similarity Searching by Alignment of Fuzzy Energy Signatures. Int. J. Comput. Intell. Syst. 4 (1) (2011)
Alina Momot, Bozena Malysiak-Mrozek, Stanislaw Kozielski, Dariusz Mrozek, Lukasz Hera, Sylwia Górczynska-Kosiorz, Michal Momot
Improving Performance of Protein Structure Similarity Searching by Distributing Computations in Hierarchical Multi-Agent System. ICCCI (1) (2010)
Bozena Malysiak-Mrozek, Dariusz Mrozek, Stanislaw Kozielski
Processing of Crisp and Fuzzy Measures in the Fuzzy Data Warehouse for Global Natural Resources. IEA/AIE (3) (2010)
Dariusz Mrozek, Bozena Malysiak-Mrozek, Stanislaw Kozielski, Andrzej Swierniak
The Energy Distribution Data Bank: Collecting Energy Features of Protein Molecular Structures. BIBE (2009)
Dariusz Mrozek, Bozena Malysiak-Mrozek, Stanislaw Kozielski
Protein Comparison by the Alignment of Fuzzy Energy Signatures. RSKT (2009)
Dariusz Mrozek, Bozena Malysiak-Mrozek, Stanislaw Kozielski, Sylwia Górczynska-Kosiorz
Energy Properties of Protein Structures in the Analysis of the Human RAB5A Cellular Activity. ICMMI (2009)
Bozena Malysiak-Mrozek, Dariusz Mrozek, Stanislaw Kozielski
Data Grouping Process in Extended SQL Language Containing Fuzzy Elements. ICMMI (2009)
Dariusz Mrozek, Bozena Malysiak-Mrozek, Stanislaw Kozielski, Sylwia Górczynska-Kosiorz
The EDML Format to Exchange Energy Profiles of Protein Molecular Structures. ICIC (1) (2009)
Bozena Malysiak, Alina Momot, Stanislaw Kozielski, Dariusz Mrozek
On Using Energy Signatures in Protein Structure Similarity Searching. ICAISC (2008)
Dariusz Mrozek, Bozena Malysiak, Stanislaw Kozielski
An Optimal Alignment of Proteins Energy Characteristics with Crisp and Fuzzy Similarity Awards. FUZZ-IEEE (2007)
Dariusz Mrozek, Bozena Malysiak, Wojciech Augustyn
Agent-Supported Protein Structure Similarity Searching. PRIMA (2007)
Dariusz Mrozek, Bozena Malysiak, Stanislaw Kozielski
EAST: Energy Alignment Search Tool. FSKD (2006)
Bozena Malysiak, Dariusz Mrozek, Stanislaw Kozielski
Processing Fuzzy SQL Queries with Flat, Context-Dependent and Multidimensional Membership Functions. Computational Intelligence (2005)
Dariusz Mrozek, Bozena Malysiak, Jacek Fraczek, Pawel Kasprowski
Signal Cascades Analysis in Nanoprocesses with Distributed Database System. International Conference on Computational Science (3) (2005)