Dariusz Mrozek
Orcid: 0000-0001-6764-6656
According to our database1,
Dariusz Mrozek
authored at least 93 papers
between 2005 and 2023.
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Bibliography
2023
From Corrective to Predictive Maintenance - A Review of Maintenance Approaches for the Power Industry.
Sensors, July, 2023
Federated Learning for improved prediction of failures in Autonomous Guided Vehicles.
J. Comput. Sci., April, 2023
Inf. Sci., 2023
Appl. Soft Comput., 2023
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023
Resource Consumption of Federated Learning Approach Applied on Edge IoT Devices in the AGV Environment.
Proceedings of the Computational Science - ICCS 2023, 2023
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023
Proceedings of the 10th IEEE International Conference on Data Science and Advanced Analytics, 2023
Predicting Conflict Zones on Terrestrial Routes of Automated Guided Vehicles with Fuzzy Querying on Apache Kafka.
Proceedings of the 10th IEEE International Conference on Data Science and Advanced Analytics, 2023
Effective Prediction of Energy Consumption in Automated Guided Vehicles with Recurrent and Convolutional Neural Networks.
Proceedings of the IEEE International Conference on Big Data, 2023
2022
IEEE Trans. Fuzzy Syst., 2022
Briefings Bioinform., 2022
Edge Computing in IoT-Enabled Honeybee Monitoring for the Detection of Varroa Destructor.
Int. J. Appl. Math. Comput. Sci., 2022
Forecasting of Energy Consumption for Anomaly Detection in Automated Guided Vehicles: Models and Feature Selection.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022
Federated Learning for Anomaly Detection in Industrial IoT-enabled Production Environment Supported by Autonomous Guided Vehicles.
Proceedings of the Computational Science - ICCS 2022, 2022
Proceedings of the Computational Science - ICCS 2022, 2022
Proceedings of the Computational Science - ICCS 2022, 2022
On-Edge Aggregation Strategies over Industrial Data Produced by Autonomous Guided Vehicles.
Proceedings of the Computational Science - ICCS 2022, 2022
Proceedings of the IEEE International Conference on Big Data, 2022
2021
IEEE Access Special Section Editorial: Feature Representation and Learning Methods With Applications in Large-Scale Biological Sequence Analysis.
IEEE Access, 2021
Challenges Associated with Sensors and Data Fusion for AGV-Driven Smart Manufacturing.
Proceedings of the Computational Science - ICCS 2021, 2021
Comparison of Speech Recognition and Natural Language Understanding Frameworks for Detection of Dangers with Smart Wearables.
Proceedings of the Computational Science - ICCS 2021, 2021
Proceedings of the Computational Science - ICCS 2021, 2021
Proceedings of the Computational Science - ICCS 2021, 2021
Fuzzy Filtering in Large-Scale Prediction of Intrinsically Disordered Regions of Proteins on Apache Spark.
Proceedings of the IEEE Congress on Evolutionary Computation, 2021
2020
A Hopping Umbrella for Fuzzy Joining Data Streams From IoT Devices in the Cloud and on the Edge.
IEEE Trans. Fuzzy Syst., 2020
Fall detection in older adults with mobile IoT devices and machine learning in the cloud and on the edge.
Inf. Sci., 2020
Comput. Biol. Chem., 2020
Bayesian Assessment of Diagnostic Strategy for a Thyroid Nodule Involving a Combination of Clinical Synthetic Features and Molecular Data.
IEEE Access, 2020
Concept Drift and Avoiding its Negative Effects in Predictive Modeling of Failures of Electricity Production Units in Power Plants.
Proceedings of the 28th International Symposium on Modeling, 2020
Proceedings of the Computational Science - ICCS 2020, 2020
Regression Methods for Detecting Anomalies in Flue Gas Desulphurization Installations in Coal-Fired Power Plants Based on Sensor Data.
Proceedings of the Computational Science - ICCS 2020, 2020
Comparative Analysis of Time Series Databases in the Context of Edge Computing for Low Power Sensor Networks.
Proceedings of the Computational Science - ICCS 2020, 2020
Autonomous Guided Vehicles for Smart Industries - The State-of-the-Art and Research Challenges.
Proceedings of the Computational Science - ICCS 2020, 2020
Proceedings of the Computer Networks - 27th International Conference, 2020
2019
High-throughput and scalable protein function identification with Hadoop and Map-only pattern of the MapReduce processing model.
Knowl. Inf. Syst., 2019
Spark-IDPP: high-throughput and scalable prediction of intrinsically disordered protein regions with Spark clusters on the Cloud.
Clust. Comput., 2019
Proceedings of the Current Trends in Biomedical Engineering and Bioimages Analysis, 2019
Monitoring of Chronic Arthritis Patients with Wearables - A Report from the Concept Phase.
Proceedings of the Computational Collective Intelligence - 11th International Conference, 2019
Combining Data from Fitness Trackers with Meteorological Sensor Measurements for Enhanced Monitoring of Sports Performance.
Proceedings of the Computational Science - ICCS 2019, 2019
Exploration of Data from Smart Bands in the Cloud and on the Edge - The Impact on the Data Storage Space.
Proceedings of the Computational Science - ICCS 2019, 2019
Proceedings of the Beyond Databases, Architectures and Structures. Paving the Road to Smart Data Processing and Analysis, 2019
The Role of Feature Selection in Text Mining in the Process of Discovering Missing Clinical Annotations - Case Study.
Proceedings of the Beyond Databases, Architectures and Structures. Paving the Road to Smart Data Processing and Analysis, 2019
Proceedings of the Beyond Databases, Architectures and Structures. Paving the Road to Smart Data Processing and Analysis, 2019
Proceedings of the Beyond Databases, Architectures and Structures. Paving the Road to Smart Data Processing and Analysis, 2019
Proceedings of the Beyond Databases, Architectures and Structures. Paving the Road to Smart Data Processing and Analysis, 2019
Incorporating Fuzzy Logic in Object-Relational Mapping Layer for Flexible Medical Screenings.
Proceedings of the Intelligent Methods and Big Data in Industrial Applications., 2019
2018
Scalable Big Data Analytics for Protein Bioinformatics - Efficient Computational Solutions for Protein Structures
Computational Biology 28, Springer, ISBN: 978-3-319-98838-2, 2018
IEEE Trans. Fuzzy Syst., 2018
IEEE Access, 2018
Efficient 3D Protein Structure Alignment on Large Hadoop Clusters in Microsoft Azure Cloud.
Proceedings of the Beyond Databases, Architectures and Structures. Facing the Challenges of Data Proliferation and Growing Variety, 2018
2017
Extending the Doctrine ORM Framework Towards Fuzzy Processing of Data - Exemplified by Ambulatory Data Analysis.
Proceedings of the Beyond Databases, Architectures and Structures. Towards Efficient Solutions for Data Analysis and Knowledge Representation, 2017
Proceedings of the Intelligent Information and Database Systems - 9th Asian Conference, 2017
Orchestrating Task Execution in Cloud4PSi for Scalable Processing of Macromolecular Data of 3D Protein Structures.
Proceedings of the Intelligent Information and Database Systems - 9th Asian Conference, 2017
2016
An efficient and flexible scanning of databases of protein secondary structures - with the segment index and multithreaded alignment.
J. Intell. Inf. Syst., 2016
HDInsight4PSi: Boosting performance of 3D protein structure similarity searching with HDInsight clusters in Microsoft Azure cloud.
Inf. Sci., 2016
A Holistic Approach to Testing Biomedical Hypotheses and Analysis of Biomedical Data.
Proceedings of the Beyond Databases, Architectures and Structures. Advanced Technologies for Data Mining and Knowledge Discovery, 2016
2015
J. Grid Comput., 2015
Selection of a Consensus Area Size for Multithreaded Wavefront-Based Alignment Procedure for Compressed Sequences of Protein Secondary Structures.
Proceedings of the Pattern Recognition and Machine Intelligence, 2015
Accelerating 3D Protein Structure Similarity Searching on Microsoft Azure Cloud with Local Replicas of Macromolecular Data.
Proceedings of the Parallel Processing and Applied Mathematics, 2015
P3D-SQL: Extending Oracle PL/SQL Capabilities Towards 3D Protein Structure Similarity Searching.
Proceedings of the Bioinformatics and Biomedical Engineering, 2015
E-LT Concept in a Light of New Features of Oracle Data Integrator 12c Based on Data Migration within a Hospital Information System.
Proceedings of the Beyond Databases, Architectures and Structures, 2015
Database Under Pressure - Scaling Database Performance Tests in Microsoft Azure Public Cloud.
Proceedings of the Beyond Databases, Architectures and Structures, 2015
2014
Springer Briefs in Computer Science, Springer, ISBN: 978-3-319-06971-5, 2014
Bioinform., 2014
Proceedings of the Beyond Databases, Architectures, and Structures, 2014
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.
BMC Bioinform., 2013
Database Under Pressure - Testing Performance of Database Systems Using Universal Multi-Agent Platform.
Proceedings of the Man-Machine Interactions 3, 2013
Proceedings of the Man-Machine Interactions 3, 2013
MViewer: Visualization of Protein Molecular Structures Stored in the PDB, mmCIF and PDBML Data Formats.
Proceedings of the Computer Networks, 20th International Conference, 2013
Proceedings of the Computer Networks, 20th International Conference, 2013
Some remarks on choosing video stream encoding for remote video verification on Android mobile devices.
Proceedings of the AFRICON 2013, Pointe aux Piments, Mauritius, September 9-12, 2013, 2013
2011
An Improved Method for Protein Similarity Searching by Alignment of Fuzzy Energy Signatures.
Int. J. Comput. Intell. Syst., 2011
Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2011
Proceedings of the Algorithms and Architectures for Parallel Processing, 2011
2010
Processing of Crisp and Fuzzy Measures in the Fuzzy Data Warehouse for Global Natural Resources.
Proceedings of the Trends in Applied Intelligent Systems, 2010
Improving Performance of Protein Structure Similarity Searching by Distributing Computations in Hierarchical Multi-Agent System.
Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2010
2009
Proceedings of the Rough Sets and Knowledge Technology, 4th International Conference, 2009
Energy Properties of Protein Structures in the Analysis of the Human RAB5A Cellular Activity.
Proceedings of the Man-Machine Interactions, 2009
Proceedings of the Man-Machine Interactions, 2009
Proceedings of the Emerging Intelligent Computing Technology and Applications, 2009
The Energy Distribution Data Bank: Collecting Energy Features of Protein Molecular Structures.
Proceedings of the Ninth IEEE International Conference on Bioinformatics and Bioengineering, 2009
2008
Proceedings of the Information Technologies in Biomedicine, 2008
Proceedings of the Artificial Intelligence and Soft Computing, 2008
2007
Proceedings of the Agent Computing and Multi-Agent Systems, 2007
An Optimal Alignment of Proteins Energy Characteristics with Crisp and Fuzzy Similarity Awards.
Proceedings of the FUZZ-IEEE 2007, 2007
2006
Proceedings of the Fuzzy Systems and Knowledge Discovery, Third International Conference, 2006
2005
Proceedings of the Computational Science, 2005
Processing Fuzzy SQL Queries with Flat, Context-Dependent and Multidimensional Membership Functions.
Proceedings of the IASTED International Conference on Computational Intelligence, 2005