Katerina Slaninová

Orcid: 0000-0002-2520-7054

According to our database1, Katerina Slaninová authored at least 70 papers between 2008 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

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

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

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.
CoRR, 2019


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

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


Multi-node Approach for Map Data Processing.
Proceedings of the Advanced Computing and Systems for Security, 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

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

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

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

User behavioural patterns and reduced user profiles extracted from log files.
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

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

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

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

Local Community Detection and Visualization: Experiment Based on Student Data.
Proceedings of the Third International Conference on Intelligent Human Computer Interaction (IHCI 2011), 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

Combined Method for Effective Clustering based on Parallel SOM and Spectral Clustering.
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

Visual investigation of similarities in Global Terrorism Database by means of synthetic social networks.
Proceedings of the International Conference on Computational Aspects of Social Networks, 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

Using Spectral Clustering for Finding Students' Patterns of Behavior in Social Networks.
Proceedings of the Dateso 2010 Annual International Workshop on DAtabases, 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
Creation of Students' Activities from Learning Management System and their Analysis.
Proceedings of the International Conference on Computational Aspects of Social Networks, 2009

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

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


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