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Lithuanian Computer Society
Vilnius University Institute of Data Science and Digital
Technologies
Lithuanian Academy of Sciences
9th International Workshop on
DATA ANALYSIS METHODS FOR
SOFTWARE SYSTEMS
Druskininkai, Lithuania, Hotel “Europa Royale”
http://www.mii.lt/DAMSS
November 30 –December 2, 2017
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Co-Chairmen: Dr. Saulius Maskeliūnas (Lithuanian Computer
Society)
Prof. Gintautas Dzemyda (Vilnius University,
Lithuanian Academy of Sciences)
Programme Committee:
Prof. Robertas Damaševičius (Lithuania)
Prof. Janis Grundspenkis (Latvia)
Prof. Hele-Maja Haav (Estonia)
Prof. Albertas Čaplinskas (Lithuania)
Prof. Ignacy Kaliszewski (Poland)
Prof. Yuriy Kharin (Belarus)
Prof. Tomas Krilavičius (Lithuania)
Prof. Julius Žilinskas (Lithuania)
Organizing Committee:
Dr. Jolita Bernatavičienė
Dr. Olga Kurasova
Aidas Žandaris
Contacts:
Dr. Jolita Bernatavičienė
[email protected]
Dr. Olga Kurasova
[email protected]
Tel. (8~5) 2109 312
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Goals of the Workshop
1. Introduce computer science and IT business community with
research undertaken at Lithuanian and foreign universities in
the fields of software engineering and data mining.
2. Foster relations between business entities and research
community. Business representatives will have an opportunity
to introduce their problems that need scientific solutions.
3. Facilitate scientific networking that will lead to joint research
projects.
4. Initiate connections with foreign research institutions and
scientists.
Topics
Big data
Bioinformatics
Data Science
Deep Learning
Digital Technologies
High-Performance Computing
Visualization Methods for Multidimensional Data
Machine Learning
Medical Informatics
Ontological Engineering
Optimization in Data Science
Business Rules Software Engineering
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Supported by:
General sponsors
Research Council of Lithuania www.lmt.lt
Algoritmų sistemos www.algoritmusistemos.lt
Main sponsors
BAIP www.baip.lt
Sponsors
Baltic Amadeus www.baltic-amadeus.lt
NetCode www.netcode.lt
NRD CS www.nrdcs.lt
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Schedule of events
Thursday, November 30
1100–1300 – Registration/Info Desk Open
1300–1315 – Opening. Welcome and Introductory Remarks
Gintautas Dzemyda “Data Analysis Methods for Software
Systems” (Vilnius University, Institute of Mathematics
and Informatics)
1315–1415 – Plenary Session
Kaisa Miettinen “Data-driven Decision Support with
Multiobjective Optimization” (Jyväskylä University,
Finland)
Yaroslav D. Sergeyev “Lipschitz Global Optimization” (University
of Calabria, Italy)
1415–1500 – Coffee, Poster Session, and Discussions
1. R. Baušys, R. Semėnas “Heuristic Extension for Multi-
Criteria Decision Making in Autonomous Ground Robot
Navigation”
2. K. Bagdonas, A. Venčkauskas “IoT Mobile Network
Node's Velocity Estimation via Curve Fitting”
3. A. Daranda, G. Dzemyda “A Marine Traffic Prediction
Using Recurrent Neural Networks”
4. R. Karbauskaitė, G. Tamulevičius “Fractal Dimensions of
Speech Signals”
5. R. Kasperienė “Political Protest Groups and its Rhetoric’s
on Facebook”
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6. D. Mažeika, R. Butleris “Model-Based Systems
Engineering Approach for Creating Secure Complex
Systems”
7. K. Ryselis “Efficient Human Motion Matching Algorithm
for Depth Scanning Systems Based on Hausdorff Distance
Metric”
8. D. Rudzika, A. Venčkauskas “Securing Fog Network
using Blockchain”
9. A. Valatavičius, S.Gudas “Advanced Evaluation Methods
of Multiple Application Software Interoperability”
10. M. Sabaliauskas, G. Dzemyda “On the Local Geometric
Approach to Global Optimization for Multidimensional
Scaling”
11. V. Šiaučiūnaitė, M. Landauskas, A. Vainoras, M.
Ragulskis “Evaluation and Analysis of the Power of Local
Geomagnetic Field”
12. L. Dovydaitis, V. Rudžionis “Speaker Identification Using
Deep Neural Networks”
13. A. Paulauskas, T. Valatkevičius, C. Canbulut
“Investigation of Interpolation Methods for Virtual
Rowing Simulator”
14. L. Stripinis, R. Paulavičius “Improved DIRECT-type
Algorithms for Generally Constrained Global
Optimization Problems”
15. J. Venskus, P. Treigys, J. Bernatavičienė, V. Medvedev
“Retraining Strategies of Modified SOM for Abnormal
Marine Traffic Detection”
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1500–1600 – Plenary Session
Bożena Kostek, G. Korvel “Rough Sets Applied to Music
Informatics” (Gdansk University of Technology, Poland)
Konstantinos Fokianos “Tests of Independence Based on
Multivariate Distance Correlation Matrix” (University of
Cyprus, Cyprus)
1600–1730 – Coffee, Poster Session, and Discussions
1. L. Ališauskas, V. Marcinkevičius “N Short Overview of
Machine Learning Methods Used in Network Intrusion
Detection Systems”
2. I. Bumbulienė, J. Mandravickaitė, T. Krilavičius “Application
of Machine Learning for MWE Identification”
3. J. Dainauskas, D. Vitkutė-Adžgauskienė “LitWordNet
Ontology Learning from Corpus Texts”
4. A. Cholomskis, D. Mažeika “Investigation of Self-managed
Mircroservice Architecture”
5. A. Jurgelevičius, L. Sakalauskas “BOINC Based Enterprise
Desktop GRID”
6. V. Kaminskas, E. Ščiglinskas “Identification and Control of
Human Response to 3D Face Stimuli Using Virtual Reality”
7. K. Lapin, T. Šturo “Evaluation of Online Banking
Acceptance”
8. J. Miliauskaitė, L. Paliulionienė “Evolution of the Notions of
Algorithm and Computation: a Systematic Mapping Study”
9. I. Mičiulytė, O. Vasilecas “Research of Context Influence on
Business Process Modelling and Simulation”
10. G. Ortega, F. Orts, E. M. Garzón, E. Filatovas, O. Kurasova
“CUDA and OpenMP Implementations for Solving SMACOF
Problems”
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11. N. Pozniak, L. Sakalauskas “Optimisation of Surface
Wastewater Treatment Filter Filler Effectiveness Using
Mathematical Modelling”
12. A. Rapečka, J. L. Jedzinskas, G. Dzemyda “Extended Analysis
of the Sapnai.net Dataset”
13. S.G. Samuvel “Classification of Motor Imagery Using PCA
Features for Brain-Computer Interfaces”
14. I. Timofejeva, A. Vainoras, M.Ragulskis “Visualization of
Relationships between ECG Parameters using Optimal
Lagrangian Difference Matrices”
15. V. Tiešis “Construction of Active and Semi-Active Schedules
for Job Shop with Fixed Post-Processing Periods”
1800–1930 – Welcome Party
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Friday, December 1
900–1000 – Plenary Session
Michael Emmerich “Bayesian Approaches to Multiobjective
Optimization and its Integration into Industry 4.0
Frameworks” (Leiden University, Netherlands)
Marjan Heričko “Challenges in Metric-based Identification of
Critical Software Components” (University of Maribor,
Slovenia)
1000–1100 – Parallel Plenary Sessions
Section 1
1. I. Kaliszewski “Pareto Suboptimal Solutions to Large-
Scale Multiobjective Multidimensional Knapsack
Problems with Assessments of Pareto Suboptimality
Gaps”
2. Y. Kharin “Analysis of Big Data Based on Conditionally
Nonlinear Autoregressive Model”
Section 2
1. S. Bonnini “Combined Permutation Tests and Finite
Sample Consistency”
2. A. Serackis, V. Abromavičius, V. V. Borutinskaitė,
D. Navakauskas “Predictive Novelty Discovery for Real-
Time Stereoscopic Image Analysis and Decision Support”
3. R. Kriauzienė, A. Bugajev, R. Čiegis “The New Parallel
Multilevel Tool for Implementation of Applied
Optimization Algorithms”
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1100–1120 – Coffee
1120–1220 – Parallel Plenary Sessions
Section 3
1. L. Zariņa, J. Šķilters, J. Borzovs “Impact of Different
Geometric and Functional Principles on Perception of
Acceptability Areas: Differences in Computing and
Humanities’Students” (University of Latvia, Latvia)
2. V. Čyras, F. Lachmayer “Formalisation of Taboo
Concept as a Prohibition to Speak”
3. D. Stumbrienė, A. S. Camanho, A.Jakaitienė “Data
Envelopment Analyses: from Education Systems
Performance Assessment (Control) to Performance
Management (Improvement)”
Section 4
1. A. Krisciukaitis, R. Ramonaite, R. Petrolis,
J. Skieceviciene, L. Kupcinskas “Mathematical
Morphology Based Method for Cultured Cell Motility
Imaging”
2. M. Morkūnas, P. Treigys, J. Bernatavičienė,
A. Laurinavičius “Impact of Color on Colorectal Cancer
Tissue Classification in Hematoxylin and Eosin Stained
Histological Images”
3. R. Paulavičius, Claire S. Adjiman “General-purpose
Bilevel Solver BASBL: implementation and
computational study using BASBLib library”
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1230–1400 – Lunch
1400–1530 – Plenary Session
Mario Cannataro “High-Performance Management and Analysis
of Omics Data: Experiences at University Magna Graecia of
Catanzaro” (University "Magna Graecia" of Catanzaro,
Italy)
Radim Kolar “Retinal Imaging and Image Processing for
Glaucoma Diagnosis” (Brno University of Technology,
Czech Republic)
Massimiliano Zanin “How can statistical physics help in data
mining tasks?” (Universidad Politécnica de Madrid, Spain)
1530–1730– Coffee, Poster Session, and Discussions
1. V. Abromavičius, A. Serackis, D. Navakauskas
“Automatic Adjustment of Disparity in Stereo View by
Eye Activity based Markers”
2. R. Baronas, Ž. Ledas, R. Šimkus “Computational
Modeling of Active Suspensions of Growing Bacteria”
3. V. Bulavas, G.Dzemyda, V. Marcinkevičius “An
investigation of Early Cyber Threat Detection Using
Ensembles of Machine Learning Methods”
4. D. Golubickas, A. Jankauskas, R. Slapikas, A. Basevičius,
K. Morkunaite, V. Veikutis “Image Quality and Radiation
Dose of Low Dose Cardiac Cta in Obese Patients”
5. S. Gudas “Knowledge Granularity in the Enterprise
Information Systems”
6. P. Gudžius, O. Kurasova, E. Filatovas “Satellite Imagery
Application to Financial Markets via Machine Learning”
7. Š. Grigaliūnas, E. Toldinas “Digital Evidence Object
Model for Cybercrime Investigation”
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8. G. Korvel, P. Treigys, G. Tamulevičius “An Initial
Investigation of Keyword Spotting using Convolutional
Neural Network”
9. J. Mandravickaitė, T. Krilavičius “Statistical Analysis of
Word Frequency Distribution in Texts of Different Genres:
Comparison of Lithuanian And English”
10. S. Minkevičius, E. Greičius “On the Law of the Iterated
Logarithm For Extremal Queue Length in an Open
Queueing Network”
11. M. Ramanauskas, D. Šešok “Genetic Algorithm
Optimization of Foundations Using Boinc Framework”
12. R. Savukynas, V. Marcinkevičius, D. Dzemydienė “A
Research on Safety Methods of Communication Protocols
of Internet of Things”
13. G. Stabingis, J. Bernatavičienė, G. Dzemyda,
A. Paunksnis, R. Vaičaitienė, L. Stabingienė “Automatic
Artery Vein Ratio Measurements in Eye Fundus Images”
14. R. Užupytė, T. Krilavičius “Analysis of Public
Procurement Data Using Social Network Techniques”
15. M. Vaitonis, S. Masteika “Research in High Frequency
Statistical Arbitrage Strategies Applied to Microsecond
and Nanosecond Information”
16. I. Veitaitė, A. Lopata “Knowledge-Based UML Models
Generation Transformation Algorithms from Enterprise
Model”
17. K. Ząbkiewicz “Using Lempel-Ziv Jaccard Distance
Measure in Data Stream Classification”
1900–2100 – Dinner
Saturday, December 2
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930 –1130 – General Discussion
1130–1200 – Coffee, Poster Session, and Discussions
1215–1400 – General Discussion, Concluding Remarks
1400–1430 – Closing
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General Sponsors
Main Sponsor
Sponsors