Jan Martinovic

Orcid: 0000-0001-7944-8956

According to our database1, Jan Martinovic authored at least 119 papers between 2004 and 2024.

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Bibliography

2024
A System Development Kit for Big Data Applications on FPGA-based Clusters: The EVEREST Approach.
CoRR, 2024

2023
Dynamics and Soliton Propagation in a Modified Oskolkov Equation: Phase Plot Insights.
Symmetry, December, 2023

pyCaverDock: Python implementation of the popular tool for analysis of ligand transport with advanced caching and batch calculation support.
Bioinform., August, 2023

rsdtlib: Remote sensing with deep-temporal data library.
SoftwareX, May, 2023


2022
Pegasus: Performance Engineering for Software Applications Targeting HPC Systems.
IEEE Trans. Software Eng., 2022

Leveraging High-Performance Computing and Cloud Computing with Unified Big-Data Workflows: The LEXIS Project.
Proceedings of the Technologies and Applications for Big Data Value, 2022

2021
An Efficient Monte Carlo-Based Probabilistic Time-Dependent Routing Calculation Targeting a Server-Side Car Navigation System.
IEEE Trans. Emerg. Top. Comput., 2021

Neural Network-Based Urban Change Monitoring with Deep-Temporal Multispectral and SAR Remote Sensing Data.
Remote. Sens., 2021

EVEREST: A design environment for extreme-scale big data analytics on heterogeneous platforms.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

The WRF-ERDS Workflow in the November 2020 Calabria Flood Event.
Proceedings of the Geomatics and Geospatial Technologies - 24th Italian Conference, 2021

2020
Displacements Monitoring over Czechia by IT4S1 System for Automatised Interferometric Measurements Using Sentinel-1 Data.
Remote. Sens., 2020

Industry-scale application and evaluation of deep learning for drug target prediction.
J. Cheminformatics, 2020


Real-Time Model of Computation over HPC/Cloud Orchestration - The LEXIS Approach.
Proceedings of the Complex, Intelligent and Software Intensive Systems, 2020

2019
The ANTAREX domain specific language for high performance computing.
Microprocess. Microsystems, 2019

The ANTAREX Domain Specific Language for High Performance Computing.
CoRR, 2019


Earthquake and Tsunami Workflow Leveraging the Modern HPC/Cloud Environment in the LEXIS Project.
Proceedings of the Advances in Networked-based Information Systems, 2019

Alternative Paths Reordering Using Probabilistic Time-Dependent Routing.
Proceedings of the Advances in Networked-based Information Systems, 2019

HPC-as-a-Service via HEAppE Platform.
Proceedings of the Complex, Intelligent, and Software Intensive Systems, 2019


A Distributed Environment for Traffic Navigation Systems.
Proceedings of the Complex, Intelligent, and Software Intensive Systems, 2019

Sequence Analysis for Relationship Pattern Extraction.
Proceedings of the Computer Information Systems and Industrial Management, 2019

2018
<i>KaraMIR</i>: A Project for Cover Song Identification and Singing Voice Analysis Using a Karaoke Songs Dataset.
Int. J. Semantic Comput., 2018

Inventory Optimization Model Parameter Search Speed-Up Through Similarity Reduction.
Proceedings of the Soft Computing Applications, 2018

HyperLoom: A Platform for Defining and Executing Scientific Pipelines in Distributed Environments.
Proceedings of the 9th Workshop on Parallel Programming and RunTime Management Techniques for Manycore Architectures and 7th Workshop on Design Tools and Architectures for Multicore Embedded Computing Platforms, 2018

ANTAREX: A DSL-Based Approach to Adaptively Optimizing and Enforcing Extra-Functional Properties in High Performance Computing.
Proceedings of the 21st Euromicro Conference on Digital System Design, 2018

Betweenness Propagation.
Proceedings of the Computer Information Systems and Industrial Management, 2018

Waste Collection Vehicle Routing Problem on HPC Infrastructure.
Proceedings of the Computer Information Systems and Industrial Management, 2018


Accuracy of Sentinel-1 Interferometry Monitoring System based on Topography-free Phase Images.
Proceedings of the CENTERIS 2018 - International Conference on ENTERprise Information Systems / ProjMAN 2018 - International Conference on Project MANagement / HCist 2018, 2018

2017
Probabilistic time-dependent vehicle routing problem.
Central Eur. J. Oper. Res., 2017

The ANTAREX tool flow for monitoring and autotuning energy efficient HPC systems.
Proceedings of the 2017 International Conference on Embedded Computer Systems: Architectures, 2017

Kara1k: A Karaoke Dataset for Cover Song Identification and Singing Voice Analysis.
Proceedings of the 19th IEEE International Symposium on Multimedia, 2017

A Scalable and Low-Power FPGA-Aware Network-on-Chip Architecture.
Proceedings of the Complex, Intelligent, and Software Intensive Systems, 2017

HyperLoom Possibilities for Executing Scientific Workflows on the Cloud.
Proceedings of the Complex, Intelligent, and Software Intensive Systems, 2017

Evaluation of Chord and Chroma Features and Dynamic Time Warping Scores on Cover Song Identification Task.
Proceedings of the Computer Information Systems and Industrial Management, 2017

Expressing and Applying C++ Code Transformations for the HDF5 API Through a DSL.
Proceedings of the Computer Information Systems and Industrial Management, 2017

2016
Reduction of User Profiles for Behavioral Graphs.
Proceedings of the Agent and Multi-Agent Systems: Technology and Applications, 2016

Traffic Speed Prediction Using Hidden Markov Models for Czech Republic Highways.
Proceedings of the Agent and Multi-Agent Systems: Technology and Applications, 2016

Autotuning and adaptivity approach for energy efficient Exascale HPC systems: The ANTAREX approach.
Proceedings of the 2016 Design, Automation & Test in Europe Conference & Exhibition, 2016

Automated Application of Inventory Optimization.
Proceedings of the Computer Information Systems and Industrial Management, 2016

Flexible Global Constraint Extension for Dynamic Time Warping.
Proceedings of the Computer Information Systems and Industrial Management, 2016

Performance Evaluation of Probabilistic Time-Dependent Travel Time Computation.
Proceedings of the Computer Information Systems and Industrial Management, 2016

The ANTAREX approach to autotuning and adaptivity for energy efficient HPC systems.
Proceedings of the ACM International Conference on Computing Frontiers, CF'16, 2016

Graph Problems Performance Comparison Using Intel Xeon and Intel Xeon-Phi.
Proceedings of the Advanced Computing and Systems for Security, 2016

Comparison of K-means Clustering Initialization Approaches with Brute-Force Initialization.
Proceedings of the Advanced Computing and Systems for Security, 2016

2015
Probabilistic Time-Dependent Travel Time Computation Using Monte Carlo Simulation.
Proceedings of the High Performance Computing in Science and Engineering, 2015

ANTAREX - AutoTuning and Adaptivity appRoach for Energy Efficient eXascale HPC Systems.
Proceedings of the 18th IEEE International Conference on Computational Science and Engineering, 2015

Time-Dependent Route Planning for the Highways in the Czech Republic.
Proceedings of the Computer Information Systems and Industrial Management, 2015

Comparison of ASIM Traffic Profile Detectors and Floating Car Data During Traffic Incidents.
Proceedings of the Computer Information Systems and Industrial Management, 2015

2014
Analysis of Event Logs: Behavioral Graphs.
Proceedings of the Web Information Systems Engineering - WISE 2014 Workshops, 2014

Improving Strategy in Robot Soccer Game by Sequence Extraction.
Proceedings of the 18th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, 2014

An Application of Process Mining by Sequence Alignment Methods to the SAP Invoice Process Example.
Proceedings of the Dateso 2014 Annual International Workshop on DAtabases, 2014

Improving Rule Selection from Robot Soccer Strategy with Substrategies.
Proceedings of the Computer Information Systems and Industrial Management, 2014

An Impact of the User and Time Parameters to Sequence Alignment Methods for Process Mining.
Proceedings of the Computer Information Systems and Industrial Management, 2014

viaRODOS: Monitoring and Visualisation of Current Traffic Situation on Highways.
Proceedings of the Computer Information Systems and Industrial Management, 2014

Dynamic Centrality for Directed Co-author Network with Context.
Proceedings of the Computer Information Systems and Industrial Management, 2014

2013
Analysis of strategy in robot soccer game.
Neurocomputing, 2013

From Moodle Log File to the Students Network.
Proceedings of the International Joint Conference SOCO'13-CISIS'13-ICEUTE'13, 2013

Scalable parallel SOM learning for web user profiles.
Proceedings of the 13th International Conference on Intellient Systems Design and Applications, 2013

Searching Time Series Based On Pattern Extraction Using Dynamic Time Warping.
Proceedings of the Dateso 2013 Annual International Workshop on DAtabases, 2013

Using Retinex and SVD Algorithms for Detection of Frayed Edge in Steel Plate.
Proceedings of the Dateso 2013 Annual International Workshop on DAtabases, 2013

Evolution of Co-Authors Communities Formed by Terms on DBLP.
Proceedings of the Dateso 2013 Annual International Workshop on DAtabases, 2013

Extraction of Agent Groups with Similar Behaviour Based on Agent Profiles.
Proceedings of the Computer Information Systems and Industrial Management, 2013

Synthetic Social Network Based on Competency-Based Description of Human Resources.
Proceedings of the Computer Information Systems and Industrial Management, 2013

2012
Control Loop Model of Virtual Company in BPM Simulation.
Proceedings of the Soft Computing Models in Industrial and Environmental Applications, 2012

Human Resource Allocation in Process Simulations Based on Competency Vectors.
Proceedings of the Soft Computing Models in Industrial and Environmental Applications, 2012

Dynamic Time Warping in Analysis of Student Behavioral Patterns.
Proceedings of the Dateso 2012 Annual International Workshop on DAtabases, 2012

Developers' Cooperation based on Terms of Project Description.
Proceedings of the Dateso 2012 Annual International Workshop on DAtabases, 2012

Unsupervised Algorithm for Post-Processing of Roughly Segmented Categorical Time Series.
Proceedings of the Dateso 2012 Annual International Workshop on DAtabases, 2012

Using Extended Raster File for Real Time Traffic Information Mining.
Proceedings of the Computer Information Systems and Industrial Management, 2012

Left-Right Oscillate Algorithm for Community Detection Used in E-Learning System.
Proceedings of the Computer Information Systems and Industrial Management, 2012

Method for Identification of Suitable Persons in Collaborators' Networks.
Proceedings of the Computer Information Systems and Industrial Management, 2012

Spectral Clustering: Left-Right-Oscillate Algorithm for Detecting Communities.
Proceedings of the New Trends in Databases and Information Systems, 2012

2011
Loop Strategies and Application of Rough Set Theory in Robot Soccer Game.
Proceedings of the Soft Computing Models in Industrial and Environmental Applications, 2011

Improvement of hub strategy in robot soccer game.
Proceedings of the Third International Conference of Soft Computing and Pattern Recognition, 2011

Ant colony inspired algorithm for adaptive traffic routing.
Proceedings of the Third World Congress on Nature & Biologically Inspired Computing, 2011

Analysis of loop strategies in robot soccer game.
Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 2011

Generation of Offensive Strategies in Robot Soccer Game.
Proceedings of the 2011 Third International Conference on Intelligent Networking and Collaborative Systems (INCoS), Fukuoka, Japan, November 30, 2011

Author Cooperation Based on Terms of Article Titles from DBLP.
Proceedings of the Third International Conference on Intelligent Human Computer Interaction (IHCI 2011), 2011

Mobile Phone Positioning in GSM Networks Based on Information Retrieval Methods and Data Structures.
Proceedings of the Digital Information Processing and Communications, 2011

Web Site Community Analysis Based on Suffix Tree and Clustering Algorithm.
Proceedings of the 2011 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, 2011

Analysis of the DBLP Publication Classification Using Concept Lattices.
Proceedings of the Digital Enterprise and Information Systems - International Conference, 2011

Combined Method for Effective Clustering based on Parallel SOM and Spectral Clustering.
Proceedings of the Dateso 2011: Annual International Workshop on DAtabases, 2011

Using SVM and Clustering Algorithmsin IDS Systems.
Proceedings of the Dateso 2011: Annual International Workshop on DAtabases, 2011

Analysis of the DBLP Publication Classification Using Concept Lattices.
Proceedings of the Dateso 2011: Annual International Workshop on DAtabases, 2011

Parallel Hybrid SOM Learning on High Dimensional Sparse Data.
Proceedings of the Computer Information Systems - Analysis and Technologies, 2011

Czech Text Segmentation Using Voting Experts and Its Comparison with Menzerath-Altmann law.
Proceedings of the Computer Information Systems - Analysis and Technologies, 2011

2010
Computational Intelligence Methods for Data Analysis and Mining of eLearning Activities.
Proceedings of the Computational Intelligence for Technology Enhanced Learning, 2010

Analysis and Visualization of Relations in eLearning.
Proceedings of the Computational Social Network Analysis, 2010

Analysis of Social Networks Extracted from Log Files.
Proceedings of the Handbook of Social Network Technologies and Applications, 2010

User Segmentation Based on Finding Communities with Similar Behavior on the Web Site.
Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology - Workshops, Toronto, Canada, August 31, 2010

A Tolerance Rough Set Based Overlapping Clustering for the DBLP Data.
Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology - Workshops, Toronto, Canada, August 31, 2010

Robot Soccer - Strategy Description And Game Analysis.
Proceedings of the European Conference on Modelling and Simulation, 2010

Multiple Scenarios Computing In The Flood Prediction System FLOREON.
Proceedings of the European Conference on Modelling and Simulation, 2010

Hydrometeorologic Social Network With CBR Prediction.
Proceedings of the European Conference on Modelling and Simulation, 2010

Using Spectral Clustering for Finding Students' Patterns of Behavior in Social Networks.
Proceedings of the Dateso 2010 Annual International Workshop on DAtabases, 2010

XML compression improvements based on the clustering of elements.
Proceedings of the 2010 International Conference on Computer Information Systems and Industrial Management Applications, 2010

Language Identification Using Wavelet Transform and Artificial Neural Network.
Proceedings of the International Conference on Computational Aspects of Social Networks, 2010

Finding Patterns of Students' Behavior in Synthetic Social Networks.
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2010

2009
Analysis of biosignal with information retrieval methods.
Proceedings of the 9th IFAC Workshop on Programmable Devices and Embedded Systems, 2009

Creation of Students' Activities from Learning Management System and their Analysis.
Proceedings of the International Conference on Computational Aspects of Social Networks, 2009

2008
Guardian - Personal Biotelemetric System.
Proceedings of the Third International Conference on Systems, 2008

Analysis of Relations in eLearning.
Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2008

A Description of a Highly Modular System for the Emergent Flood Prediction.
Proceedings of the 7th International Conference on Computer Information Systems and Industrial Management Applications, 2008

Strategy Description and Modelling for Multi-Agent Systems.
Proceedings of the 7th International Conference on Computer Information Systems and Industrial Management Applications, 2008

Similarity in Information Retrieval.
Proceedings of the 7th International Conference on Computer Information Systems and Industrial Management Applications, 2008

Relation Analysis in eLearning.
Proceedings of the 7th International Conference on Computer Information Systems and Industrial Management Applications, 2008

Personal Telemetric System - Guardian.
Proceedings of the First International Conference on Biomedical Electronics and Devices, 2008

2007
Vector model improvement using suffix trees.
Proceedings of the Second IEEE International Conference on Digital Information Management (ICDIM), 2007

Strategy Description for Mobile Embedded Control Systems Exploiting the Multi-agent Technology.
Proceedings of the Computational Science - ICCS 2007, 7th International Conference, Beijing, China, May 27, 2007

Document Classification Based on the Topic Evaluation and Its Usage in Data Compression.
Proceedings of the 2007 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2007

Improvement of Text Compression Parameters Using Cluster Analysis.
Proceedings of the Dateso 2007 Annual International Workshop on DAtabases, 2007

2005
Vector model improvement by FCA and Topic Evolution.
Proceedings of the Dateso 2005 Annual International Workshop on DAtabases, 2005

Creating of Conceptual Lattices using Multilayer Perceptron.
Proceedings of the CLA 2005 International Workshop on Concept Lattices and their Applications Olomouc, 2005

Social Network Problem in Enron Corpus.
Proceedings of the ADBIS 2005, 2005

2004
Query Expansion and Evolution of Topic in Information Retrieval Systems.
Proceedings of the Dateso 2004 Annual International Workshop on DAtabases, 2004


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