Processing Fuzzy SQL Queries with Flat, Context-Dependent and Multidimensional Membership Functions. - Bozena Malysiak; Dariusz Mrozek; Stanislaw Kozielski (Computational Intelligence, 2005)

Signal Cascades Analysis in Nanoprocesses with Distributed Database System. - Dariusz Mrozek; Bozena Malysiak; Jacek Fraczek; Pawel Kasprowski (International Conference on Computational Science (3), 2005)

EAST: Energy Alignment Search Tool. - Dariusz Mrozek; Bozena Malysiak; Stanislaw Kozielski (FSKD, 2006)

An Optimal Alignment of Proteins Energy Characteristics with Crisp and Fuzzy Similarity Awards. - Dariusz Mrozek; Bozena Malysiak; Stanislaw Kozielski (FUZZ-IEEE, 2007)

Agent-Supported Protein Structure Similarity Searching. - Dariusz Mrozek; Bozena Malysiak; Wojciech Augustyn (PRIMA, 2007)

On Using Energy Signatures in Protein Structure Similarity Searching. - Bozena Malysiak; Alina Momot; Stanislaw Kozielski; Dariusz Mrozek (ICAISC, 2008)

Protein Molecular Viewer for Visualizing Structures Stored in the PDBML Format. - Dariusz Mrozek; Andrzej Mastej; Bozena Malysiak (Information Technologies in Biomedicine, 2008)

The Energy Distribution Data Bank: Collecting Energy Features of Protein Molecular Structures. - Dariusz Mrozek; Bozena Malysiak-Mrozek; Stanislaw Kozielski; Andrzej Swierniak (BIBE, 2009)

The EDML Format to Exchange Energy Profiles of Protein Molecular Structures. - Dariusz Mrozek; Bozena Malysiak-Mrozek; Stanislaw Kozielski; Sylwia Górczynska-Kosiorz (ICIC (1), 2009)

Data Grouping Process in Extended SQL Language Containing Fuzzy Elements. - Bozena Malysiak-Mrozek; Dariusz Mrozek; Stanislaw Kozielski (ICMMI, 2009)

Energy Properties of Protein Structures in the Analysis of the Human RAB5A Cellular Activity. - Dariusz Mrozek; Bozena Malysiak-Mrozek; Stanislaw Kozielski; Sylwia Górczynska-Kosiorz (ICMMI, 2009)

Protein Comparison by the Alignment of Fuzzy Energy Signatures. - Dariusz Mrozek; Bozena Malysiak-Mrozek; Stanislaw Kozielski (RSKT, 2009)

Improving Performance of Protein Structure Similarity Searching by Distributing Computations in Hierarchical Multi-Agent System. - Alina Momot; Bozena Malysiak-Mrozek; Stanislaw Kozielski; Dariusz Mrozek; Lukasz Hera; Sylwia Górczynska-Kosiorz; Michal Momot (ICCCI (1), 2010)

Processing of Crisp and Fuzzy Measures in the Fuzzy Data Warehouse for Global Natural Resources. - Bozena Malysiak-Mrozek; Dariusz Mrozek; Stanislaw Kozielski (IEA/AIE (3), 2010)

Fast and Accurate Similarity Searching of Biopolymer Sequences with GPU and CUDA. - Robert Pawlowski; Bozena Malysiak-Mrozek; Stanislaw Kozielski; Dariusz Mrozek (ICA3PP (1), 2011)

Scalable System for Protein Structure Similarity Searching. - Bozena Malysiak-Mrozek; Alina Momot; Dariusz Mrozek; Lukasz Hera; Stanislaw Kozielski; Michal Momot (ICCCI (2), 2011)

An Improved Method for Protein Similarity Searching by Alignment of Fuzzy Energy Signatures. - Bozena Malysiak-Mrozek; Dariusz Mrozek (Int. J. Comput. Intell. Syst., 2011)

Some remarks on choosing video stream encoding for remote video verification on Android mobile devices. - Dariusz Mrozek; Bartlomiej Buk; Bozena Malysiak-Mrozek (AFRICON, 2013)

CASSERT: A Two-Phase Alignment Algorithm for Matching 3D Structures of Proteins. - Dariusz Mrozek; Bozena Malysiak-Mrozek (CN, 2013)

MViewer: Visualization of Protein Molecular Structures Stored in the PDB, mmCIF and PDBML Data Formats. - Dawid Stanek; Dariusz Mrozek; Bozena Malysiak-Mrozek (CN, 2013)

Remote Video Verification and Video Surveillance on Android-Based Mobile Devices. - Bartlomiej Buk; Dariusz Mrozek; Bozena Malysiak-Mrozek (ICMMI, 2013)

Database Under Pressure - Testing Performance of Database Systems Using Universal Multi-Agent Platform. - Dariusz Mrozek; Bozena Malysiak-Mrozek; Jakub Mikolajczyk; Stanislaw Kozielski (ICMMI, 2013)

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. - Dariusz Mrozek; Bozena Malysiak-Mrozek; Artur Siaznik (BMC Bioinform., 2013)

UMAP - A Universal Multi-Agent Platform for .NET Developers. - Dariusz Mrozek; Bozena Malysiak-Mrozek; Igor Waligóra (BDAS, 2014)

Cloud4Psi: cloud computing for 3D protein structure similarity searching. - Dariusz Mrozek; Bozena Malysiak-Mrozek; Artur Klapcinski (Bioinform., 2014)

High-Performance Computational Solutions in Protein Bioinformatics - Dariusz Mrozek (Springer, 2014)

Database Under Pressure - Scaling Database Performance Tests in Microsoft Azure Public Cloud. - Dariusz Mrozek; Anna Paliga; Bozena Malysiak-Mrozek; Stanislaw Kozielski (BDAS, 2015)

E-LT Concept in a Light of New Features of Oracle Data Integrator 12c Based on Data Migration within a Hospital Information System. - Lukasz Wycislik; Dariusz Rafal Augustyn; Dariusz Mrozek; Ewa Pluciennik; Hafed Zghidi; Robert Brzeski (BDAS, 2015)

P3D-SQL: Extending Oracle PL/SQL Capabilities Towards 3D Protein Structure Similarity Searching. - Dariusz Mrozek; Bozena Malysiak-Mrozek; Radomir Adamek (IWBBIO (1), 2015)

Accelerating 3D Protein Structure Similarity Searching on Microsoft Azure Cloud with Local Replicas of Macromolecular Data. - Dariusz Mrozek; Tomasz Kutyla; Bozena Malysiak-Mrozek (PPAM (2), 2015)

Selection of a Consensus Area Size for Multithreaded Wavefront-Based Alignment Procedure for Compressed Sequences of Protein Secondary Structures. - Dariusz Mrozek; Bozena Malysiak-Mrozek; Bartek Socha; Stanislaw Kozielski (PReMI, 2015)

Scaling Ab Initio Predictions of 3D Protein Structures in Microsoft Azure Cloud. - Dariusz Mrozek; Pawel Gosk; Bozena Malysiak-Mrozek (J. Grid Comput., 2015)

A Holistic Approach to Testing Biomedical Hypotheses and Analysis of Biomedical Data. - Krzysztof Psiuk-Maksymowicz; Aleksander Placzek; Roman Jaksik; Sebastian Student; Damian Borys; Dariusz Mrozek; Krzysztof Fujarewicz; Andrzej Swierniak (BDAS, 2016)

HDInsight4PSi: Boosting performance of 3D protein structure similarity searching with HDInsight clusters in Microsoft Azure cloud. - Dariusz Mrozek; Pawel Danilowicz; Bozena Malysiak-Mrozek (Inf. Sci., 2016)

An efficient and flexible scanning of databases of protein secondary structures - with the segment index and multithreaded alignment. - Dariusz Mrozek; Bartek Socha; Stanislaw Kozielski; Bozena Malysiak-Mrozek (J. Intell. Inf. Syst., 2016)

Orchestrating Task Execution in Cloud4PSi for Scalable Processing of Macromolecular Data of 3D Protein Structures. - Dariusz Mrozek; Artur Klapcinski; Bozena Malysiak-Mrozek (ACIIDS (2), 2017)

Scalability of a Genomic Data Analysis in the BioTest Platform. - Krzysztof Psiuk-Maksymowicz; Dariusz Mrozek; Roman Jaksik; Damian Borys; Krzysztof Fujarewicz; Andrzej Swierniak (ACIIDS (2), 2017)

Extending the Doctrine ORM Framework Towards Fuzzy Processing of Data - Exemplified by Ambulatory Data Analysis. - Bozena Malysiak-Mrozek; Hanna Mazurkiewicz; Dariusz Mrozek (BDAS, 2017)

Life Sciences Data Analysis. - Dariusz Mrozek; Pawel Kasprowski; Bozena Malysiak-Mrozek; Stanislaw Kozielski (Inf. Sci., 2017)

Efficient 3D Protein Structure Alignment on Large Hadoop Clusters in Microsoft Azure Cloud. - Bozena Malysiak-Mrozek; Pawel Danilowicz; Dariusz Mrozek (BDAS, 2018)

Fuzzy Join for Flexible Combining Big Data Lakes in Cyber-Physical Systems. - Bozena Malysiak-Mrozek; Anna Lipinska; Dariusz Mrozek (IEEE Access, 2018)

Soft and Declarative Fishing of Information in Big Data Lake. - Bozena Malysiak-Mrozek; Marek Stabla; Dariusz Mrozek (IEEE Trans. Fuzzy Syst., 2018)

Scalable Big Data Analytics for Protein Bioinformatics - Efficient Computational Solutions for Protein Structures - Dariusz Mrozek (Springer, 2018)

SUT-Lips-DB - A database of lips traces. - Dariusz Mrozek; Ewa Ostalowska; Bozena Malysiak-Mrozek (IEEE DataPort, 2018)

Incorporating Fuzzy Logic in Object-Relational Mapping Layer for Flexible Medical Screenings. - Bozena Malysiak-Mrozek; Hanna Mazurkiewicz; Dariusz Mrozek (Intelligent Methods and Big Data in Industrial Applications, 2019)

Detection of Dangers in Human Health with IoT Devices in the Cloud and on the Edge. - Mateusz Golosz; Dariusz Mrozek (BDAS, 2019)

Evaluation of Key-Value Stores for Distributed Locking Purposes. - Piotr Grzesik; Dariusz Mrozek (BDAS, 2019)

Big Data in Power Generation. - Marek Moleda; Dariusz Mrozek (BDAS, 2019)

The Role of Feature Selection in Text Mining in the Process of Discovering Missing Clinical Annotations - Case Study. - Aleksander Placzek; Alicja Pluciennik; Miroslaw Pach; Michal Jarzab; Dariusz Mrozek (BDAS, 2019)

Fuzzy Join as a Preparation Step for the Analysis of Training Data. - Anna Wachowicz; Dariusz Mrozek (BDAS, 2019)

Exploration of Data from Smart Bands in the Cloud and on the Edge - The Impact on the Data Storage Space. - Mateusz Golosz; Dariusz Mrozek (ICCS (3), 2019)

Combining Data from Fitness Trackers with Meteorological Sensor Measurements for Enhanced Monitoring of Sports Performance. - Anna Wachowicz; Bozena Malysiak-Mrozek; Dariusz Mrozek (ICCS (3), 2019)

Monitoring of Chronic Arthritis Patients with Wearables - A Report from the Concept Phase. - Pawel Mielnik; Krzysztof Tokarz; Dariusz Mrozek; Piotr Czekalski; Marcin Fojcik; Anja Myhre Hjelle; Mateusz Milik (ICCCI (2), 2019)

BioTest - Remote Platform for Hypothesis Testing and Analysis of Biomedical Data. - Krzysztof Psiuk-Maksymowicz; Roman Jaksik; Aleksander Placzek; Aleksandra Gruca; Sebastian Student; Damian Borys; Dariusz Mrozek; Krzysztof Fujarewicz; Andrzej Swierniak (PCBBE, 2019)

Spark-IDPP: high-throughput and scalable prediction of intrinsically disordered protein regions with Spark clusters on the Cloud. - Bozena Malysiak-Mrozek; Tomasz Baron; Dariusz Mrozek (Clust. Comput., 2019)

High-throughput and scalable protein function identification with Hadoop and Map-only pattern of the MapReduce processing model. - Dariusz Mrozek; Marek Suwala; Bozena Malysiak-Mrozek (Knowl. Inf. Syst., 2019)

Development of High Performance Computing Systems. - Stanislaw Kozielski; Dariusz Mrozek (CN, 2020)

Autonomous Guided Vehicles for Smart Industries - The State-of-the-Art and Research Challenges. - Rafal Cupek; Marek Drewniak; Marcin Fojcik; Erik Kyrkjebø; Jerry Chun-Wei Lin; Dariusz Mrozek; Knut Øvsthus; Adam Ziebinski (ICCS (5), 2020)

Comparative Analysis of Time Series Databases in the Context of Edge Computing for Low Power Sensor Networks. - Piotr Grzesik; Dariusz Mrozek (ICCS (5), 2020)

Regression Methods for Detecting Anomalies in Flue Gas Desulphurization Installations in Coal-Fired Power Plants Based on Sensor Data. - Marek Moleda; Alina Momot; Dariusz Mrozek (ICCS (5), 2020)

Fuzzy Intelligence in Monitoring Older Adults with Wearables. - Dariusz Mrozek; Mateusz Milik; Bozena Malysiak-Mrozek; Krzysztof Tokarz; Adam Duszenko; Stanislaw Kozielski (ICCS (5), 2020)

Concept Drift and Avoiding its Negative Effects in Predictive Modeling of Failures of Electricity Production Units in Power Plants. - Marek Moleda; Alina Momot; Dariusz Mrozek (MASCOTS, 2020)

Bayesian Assessment of Diagnostic Strategy for a Thyroid Nodule Involving a Combination of Clinical Synthetic Features and Molecular Data. - Aleksander Placzek; Alicja Pluciennik; Agnieszka Kotecka-Blicharz; Michal Jarzab; Dariusz Mrozek (IEEE Access, 2020)

A review of Cloud computing technologies for comprehensive microRNA analyses. - Dariusz Mrozek (Comput. Biol. Chem., 2020)

Fall detection in older adults with mobile IoT devices and machine learning in the cloud and on the edge. - Dariusz Mrozek; Anna Koczur; Bozena Malysiak-Mrozek (Inf. Sci., 2020)

Predictive Maintenance of Boiler Feed Water Pumps Using SCADA Data. - Marek Moleda; Alina Momot; Dariusz Mrozek (Sensors, 2020)

A Hopping Umbrella for Fuzzy Joining Data Streams From IoT Devices in the Cloud and on the Edge. - Dariusz Mrozek; Krzysztof Tokarz; Daniel Pankowski; Bozena Malysiak-Mrozek (IEEE Trans. Fuzzy Syst., 2020)

Fuzzy Filtering in Large-Scale Prediction of Intrinsically Disordered Regions of Proteins on Apache Spark. - Bozena Malysiak-Mrozek; Lukasz Bozek; Dariusz Mrozek (CEC, 2021)

Metagenomic Analysis at the Edge with Jetson Xavier NX. - Piotr Grzesik; Dariusz Mrozek (ICCS (4), 2021)

Serverless Nanopore Basecalling with AWS Lambda. - Piotr Grzesik; Dariusz Mrozek (ICCS (2), 2021)

Comparison of Speech Recognition and Natural Language Understanding Frameworks for Detection of Dangers with Smart Wearables. - Dariusz Mrozek; Szymon Kwasnicki; Vaidy S. Sunderam; Bozena Malysiak-Mrozek; Krzysztof Tokarz; Stanislaw Kozielski (ICCS (4), 2021)

Challenges Associated with Sensors and Data Fusion for AGV-Driven Smart Manufacturing. - Adam Ziebinski; Dariusz Mrozek; Rafal Cupek; Damian Grzechca; Marcin Fojcik; Marek Drewniak; Erik Kyrkjebø; Jerry Chun-Wei Lin; Knut Øvsthus; Piotr Biernacki (ICCS (4), 2021)

IEEE Access Special Section Editorial: Feature Representation and Learning Methods With Applications in Large-Scale Biological Sequence Analysis. - Feifei Cui; Quan Zou 001; Qin Ma 003; Leyi Wei; Jijun Tang; Dariusz Mrozek (IEEE Access, 2021)

Efficient and Reliable Method of Time Distributed Media Access Control for IoT Devices. - Valentyn Faychuk; Dariusz Mrozek; Bohdan Strykhaliuk; Orest Lavriv; Olga Shpur (Int. J. Comput., 2021)

An Efficient and Secured Energy Management System for Automated Guided Vehicles. - Jia-Hao Syu; Jerry Chun-Wei Lin; Dariusz Mrozek (IEEE Big Data, 2022)

On-Edge Aggregation Strategies over Industrial Data Produced by Autonomous Guided Vehicles. - Piotr Grzesik; Pawel Benecki; Daniel Kostrzewa; Bohdan Shubyn; Dariusz Mrozek (ICCS (4), 2022)

Accelerating Edge Metagenomic Analysis with Serverless-Based Cloud Offloading. - Piotr Grzesik; Dariusz Mrozek (ICCS (1), 2022)

Cloud as a Platform for W-Machine Didactic Computer Simulator. - Piotr Paczula; Robert Tutajewicz; Robert Brzeski; Hafed Zghidi; Alina Momot; Ewa Pluciennik; Adam Duszenko; Stanislaw Kozielski; Dariusz Mrozek (ICCS (4), 2022)

Federated Learning for Anomaly Detection in Industrial IoT-enabled Production Environment Supported by Autonomous Guided Vehicles. - Bohdan Shubyn; Dariusz Mrozek; Taras Maksymyuk; Vaidy S. Sunderam; Daniel Kostrzewa; Piotr Grzesik; Pawel Benecki (ICCS (4), 2022)

Forecasting of Energy Consumption for Anomaly Detection in Automated Guided Vehicles: Models and Feature Selection. - Pawel Benecki; Daniel Kostrzewa; Piotr Grzesik; Bohdan Shubyn; Dariusz Mrozek (SMC, 2022)

Edge Computing in IoT-Enabled Honeybee Monitoring for the Detection of Varroa Destructor. - Anna Wachowicz; Jakub Pytlik; Bozena Malysiak-Mrozek; Krzysztof Tokarz; Dariusz Mrozek (Int. J. Appl. Math. Comput. Sci., 2022)

Serverless computing in omics data analysis and integration. - Piotr Grzesik; Dariusz Rafal Augustyn; Lukasz Wycislik; Dariusz Mrozek (Briefings Bioinform., 2022)

Singing Voice Detection: A Survey. - Ramy Monir; Daniel Kostrzewa; Dariusz Mrozek (Entropy, 2022)

High-Efficient Fuzzy Querying With HiveQL for Big Data Warehousing. - Bozena Malysiak-Mrozek; Jadwiga Wieszok; Witold Pedrycz; Weiping Ding 001; Dariusz Mrozek (IEEE Trans. Fuzzy Syst., 2022)

Effective Prediction of Energy Consumption in Automated Guided Vehicles with Recurrent and Convolutional Neural Networks. - Pawel Benecki; Daniel Kostrzewa; Piotr Grzesik; Bohdan Shubyn; Jia-Hao Syu; Jerry Chun-Wei Lin; Vaidy S. Sunderam; Dariusz Mrozek (IEEE Big Data, 2023)

Predicting Conflict Zones on Terrestrial Routes of Automated Guided Vehicles with Fuzzy Querying on Apache Kafka. - Bozena Malysiak-Mrozek; Mario Bas; Vaidy S. Sunderam; Stanislaw Kozielski; Dariusz Mrozek (DSAA, 2023)

YOLO-based Object Detection in Panoramic Images of Smart Buildings. - Sebastian Pokucinski; Dariusz Mrozek (DSAA, 2023)

Optimizing Telemetry Signal Influence for Power Consumption Prediction. - Pawel Benecki; Daniel Kostrzewa; Piotr Grzesik; Bohdan Shubyn; Dariusz Mrozek (GECCO Companion, 2023)

Resource Consumption of Federated Learning Approach Applied on Edge IoT Devices in the AGV Environment. - Bohdan Shubyn; Piotr Grzesik; Taras Maksymyuk; Daniel Kostrzewa; Pawel Benecki; Jia-Hao Syu; Jerry Chun-Wei Lin; Vaidy S. Sunderam; Dariusz Mrozek (ICCS (5), 2023)

Object Detection with YOLOv5 in Indoor Equirectangular Panoramas. - Sebastian Pokucinski; Dariusz Mrozek (KES, 2023)

Special issue on fuzzy systems for biomedical science in healthcare. - Weiping Ding 001; Javier Andréu Pérez; Yiu-ming Cheung; Swagatam Das; Xiaodong Yue; Dariusz Mrozek (Appl. Soft Comput., 2023)

Special issue on Recent Advances in Fuzzy Deep Learning for Uncertain Medicine Data. - Weiping Ding 001; Jun Liu 001; Chin-Teng Lin; Dariusz Mrozek (Inf. Sci., 2023)

Federated Learning for improved prediction of failures in Autonomous Guided Vehicles. - Bohdan Shubyn; Daniel Kostrzewa; Piotr Grzesik; Pawel Benecki; Taras Maksymyuk; Vaidy S. Sunderam; Jia-Hao Syu; Jerry Chun-Wei Lin; Dariusz Mrozek (J. Comput. Sci., 2023)

From Corrective to Predictive Maintenance - A Review of Maintenance Approaches for the Power Industry. - Marek Moleda; Bozena Malysiak-Mrozek; Weiping Ding 001; Vaidy S. Sunderam; Dariusz Mrozek (Sensors, 2023)

Fuzzy Querying in the Cloud-based Environment for Data Stream-driven Predictive Maintenance in AGV-enabled Smart Factories. - Bozena Malysiak-Mrozek; Dominik Romanów; Piotr Grzesik; Pawel Benecki; Alexandre Niyomugaba; Theodore Habimana; Daniel Kostrzewa; Krzysztof Tokarz; Che-Lun Hung; Dariusz Mrozek (IEEE Big Data, 2024)

Decoding the Granular Puzzle of Macromolecules: Efficient 3D Protein Structure Alignment in the Age of Big Data with Apache Spark. - Bozena Malysiak-Mrozek; Paulina Pawlowicz; Vaidy S. Sunderam; Che-Lun Hung; Andrzej Kwiecien; Dariusz Mrozek (IEEE Big Data, 2024)

Enhancing Anomaly Detection in Automated Guided Vehicles through Feature Weight Optimization. - Pawel Benecki; Daniel Kostrzewa; Piotr Grzesik; Bohdan Shubyn; Dariusz Mrozek (GECCO Companion, 2024)

Towards Detection of Anomalies in Automated Guided Vehicles Based on Telemetry Data. - Pawel Benecki; Daniel Kostrzewa; Marek Drewniak; Bohdan Shubyn; Piotr Grzesik; Vaidy S. Sunderam; Boleslaw Pochopien; Andrzej Kwiecien; Bozena Malysiak-Mrozek; Dariusz Mrozek (ICCS (7), 2024)

Finding the Perfect Cut: Selection of the Best Cutting Point in Equirectangular Panoramas for Object Detection. - Sebastian Pokucinski; Katarzyna Filus; Dariusz Mrozek (KES, 2024)

Interpreting Industrial IoT Data Streams Through Fuzzy Querying With Hysteretic Fuzzy Sets on Apache Kafka. - Bozena Malysiak-Mrozek; Bartlomiej Ryba; Marek Moleda; Che-Lun Hung; Witold Pedrycz; Weiping Ding 001; Dariusz Mrozek (IEEE Trans. Fuzzy Syst., 2024)

Automatic Help Summoning Through Speech Analysis on Mobile Devices. - Bozena Malysiak-Mrozek; Pawel Wojaczek; Krzysztof Tokarz; Vaidy S. Sunderam; Dariusz Mrozek; Jean-Charles Lamirel (ICCS (Workshops 6), 2025)

Promoting Accurate Image Reconstruction via Synthetic Noise for Unsupervised Screw Anomaly Detection and Location. - Jianwen Chen; Wan-Ju Lin; Kuan-Ming Li; Dariusz Mrozek; Che-Lun Hung (IEEE Trans. Instrum. Meas., 2025)