Detailed program of BDAS
Tuesday, 18 September, 2018
Tuesday, 09:30 – 11:00, BDAS Session 1: Opening session
lecture hall: 122 BT
session chair: Stanisław Kozielski
BDAS Opening Ceremony Stanisław Kozielski, Dariusz Mrozek, Paweł Kasprowski
INVITED TALK: Why Models (NOT Data) are the 'gold of the information age'! Ralf-Detlef Kutsche
Tuesday, 11:00 – 11:30, Coffee break
Tuesday, 11:30 – 12:00, WCC 2018 Opening
Tuesday, 12:00 – 13:00, WCC 2018 KEYNOTE
Responsible Data Science in a Dynamic World Wil van der Aalst
Tuesday, 13:00 – 14:30, Lunch break
Tuesday, 14:30 – 16:00, BDAS Session 2: Architectures, structures and algorithms for efficient data processing I
lecture hall: 122 BT
session chair: Pedro Martins
SINGLE vs. MapReduce: Predicting Query Execution Time Maryam Abbasi, Pedro Martins, José Cecílio, João Costa, Pedro Furtado
EvOLAP Graph - Evolution and OLAP-aware Graph Data Model Ewa Gumińska, Teresa Zawadzka
Entropy Aware Adaptive Compression for SQL Column Stores K.T.Sridhar, Jimson Johnson
Impact of Storage Space Configuration on Transaction Processing Performance for Relational Database in PostgreSQL Mateusz Smoliński
Tuesday, 16:00 – 16:30, Coffee break
Tuesday, 16:30 – 17:30, BDAS Session 3: Architectures, structures and algorithms for efficient data processing II
lecture hall: 122 BT
session chair: Piotr Wiśniewski
SIMD Acceleration for Main-Memory Index Structures – A Survey Marten Wallewein-Eising, David Broneske, Gunter Saake
OpenMP as An Efficient Method to Parallelize Code With Dense Synchronization Rafał Bocian, Dominika Pawłowska, Krzysztof Stencel, Piotr Wisniewski
Memory Management Strategies in CPU/GPU Database Systems: A Survey Iya Arefyeva, David Broneske, Gabriel Campero, Marcus Pinnecke, Gunter Saake
Tuesday, 17:30 – 18:30, BDAS Poster Session
session chairs: Stanisław Kozielski, Paweł Kasprowski, Dariusz Mrozek
Improved data analysis, a step towards factory 4.0 - a preliminary study in a car assembly plant Mariusz Rodzen
How poor is the Poor Man Search Engine Marta J. Burzańska, Piotr Wiśniewski
A CANoe-based approach for receiving XML data over the Ethernet Marek Drewniak, Marcin Fojcik, Damian Grzechca, Michal Kruk
Experimental measurements of the packet burst ratio parameter Dominik Samociuk, Andrzej Chydzinski, Marek Barczyk
Formulation of Composite Discrete Measures for Estimating Uncertainties in Probabilistic Databases Susmit Bagchi
The Classification of Music by the Genre Using the KNN Classifier Daniel Kostrzewa, Robert Brzeski
EYE: Big Data system supporting preventive and predictive maintenance of robotic production lines Jarosław Kurpanik, Joanna Henzel, Marek Sikora, Łukasz Wróbel, Marek Drewniak
Covering approach to action rule learning Paweł Matyszok, Marek Sikora, Łukasz Wróbel
The diagnostic system with an artificial neural network for identifying states in multi-valued logic of a device wind power Dariusz Bernatowicz, Stanisław Duer, Paweł Wrzesień
The use of minimal geometries in automated building generalization Michał Lupa, Stanisław Szombara, Krystian Kozioł
Distributed long-term digital archives Tomasz Traczyk, Piotr Pałka
Wednesday, 19 September, 2018
Wednesday, 09:30 – 11:00, BDAS INDUSTRY TALK
lecture hall: 122 BT
INDUSTRY TALK: A Peek into the Evolution of Security Features at Intel. A Brief and Reflective Journey Dave Novick, Intel
Wednesday, 11:00 – 11:30, Coffee break
Wednesday, 11:30 – 12:30, WCC 2018 KEYNOTE
The Pros and Cons of Blockchain for Privacy Jan Camenisch
Wednesday, 12:30 – 14:00, Lunch break
Wednesday, 14:00 – 15:30, BDAS Session 4: Computational intelligence and data mining I
lecture hall: 122 BT
session chair: Ralf-Detlef Kutsche
Optimization of Approximate Decision Rules Relative to Length Beata Zielosko, Krzysztof Żabiński
Genetic Selection of Training Sets for (Not Only) Artificial Neural Networks Jakub Nalepa, Michal Myller, Szymon Piechaczek, Krzysztof Hrynczenko, Michal Kawulok
Decision Trees as Interpretable Bank Credit Scoring Models Andrzej Szwabe, Pawel Misiorek
Network Mining – how to use social network analysis in BigData world Łukasz Ryniewicz (Santander)
Wednesday, 15:30 – 16:00, Coffee break
Wednesday, 16:00 – 17:30, BDAS Parallel Session 5: Computational intelligence and data mining II
lecture hall: 122 BT
session chair: Paweł Kasprowski
Mini-expert platform for Pareto multi-objective optimization of geophysical problems Adrian Bogacz, Tomasz Danek, Katarzyna Miernik
ALMM Solver Idea of Algorithm Module Edyta Kucharska, Krzysztof Raczka
Expert system supporting the diagnosis of the wind farm equipments Dariusz Bernatowicz, Stanisław Duer, Paweł Wrzesień
Wednesday, 16:00 – 17:30, BDAS Parallel Session 6: Natural Language Processing, Ontologies and the Semantic Web
lecture hall: 13 CW
session chair: Luke Immes
An Interactive Knowledge Maintenance Algorithm for Recasting WordNet Synonym-Set Definitions into Lojbanic Primitives, then into Lojbanic English Luke Immes, Haim Levkowitz
Tensor-Based Ontology Data Processing for Semantic Service Matchmaking Andrzej Szwabe, Paweł Misiorek, Michał Ciesielczyk, Jarosław Bąk
Metadata Reconciliation for Improved Data Binding and Integration Hiba Khalid, Esteban Zimanyi, Robert Wrembel
Full-Text Search Extensions for JSON Documents: Design Goals and Implementations Dusan Petkovic
Wednesday, 19:00, Congress grill
Thursday, 20 September, 2018
Thursday, 09:30 – 11:00, BDAS Session 7: Big Data and scalable data processing
lecture hall: 122 BT
session chair: Dariusz Mrozek
Big Data migration in a bank - case study T. Sekman, IBM
Exploring Spark-SQL-Based Entity Resolution Using the Persistence Capability Xiao Chen, Roman Zoun, Eike Schallehn, Sravani Mantha, Gunter Saake
The Use of Distributed Data Storage and Processing Systems in Bioinformatic Data Analysis Michał Krzesiak, Kamil Folkert, Roman Jaksik, Michał Krzesiak, Marcin Michalak, Marek Sikora, Tomasz Stęclik, Łukasz Wróbel
Efficient 3D Protein Structure Alignment on Large Hadoop Clusters in Microsoft Azure Cloud Dariusz Mrozek, Paweł Daniłowicz, Bożena Małysiak-Mrozek
Thursday, 11:00 – 11:30, Coffee break
Thursday, 11:30 – 12:30, WCC 2018 KEYNOTE
What Needs to be Added to Machine Learning? Leslie Valiant
Thursday, 12:30 – 14:00, Lunch break
Thursday, 14:00 – 15:30, BDAS Session 8: Image Processing and biometrics I
lecture hall: 122 BT
chair: Michał Kawulok
Automatic Segmentation of Corneal Endothelium Images with Convolutional Neural Network Karolina Nurzynska
Optimal Parameter Search for Colour Normalization Aiding Cell Nuclei Segmentation Karolina Nurzynska
Computer software for selected plant species segmentation on airborne images Sebastian Iwaszenko, Marcin Kelm
A practical application of skipped steps DWT in JPEG 2000 part 2-compliant compressor Roman Starosolski
Thursday, 15:30 – 16:00, Coffee break
Thursday, 16:00 – 17:30, BDAS Session 9: Image Processing and biometrics II
lecture hall: 122 BT
chair: Roman Starosolski
Deep Learning Features for Face Age Estimation: Better than Human? Krzysztof Kotowski, Katarzyna Stąpor
B4MultiSR: A Benchmark for Multiple-Image Super-Resolution Reconstruction Daniel Kostrzewa, Łukasz Skonieczny, Paweł Benecki, Michał Kawulok
Biometric identification using gaze and mouse dynamics during game playing Pawel Kasprowski, Katarzyna Harężlak
Concluding remarks and future plans Pawel Kasprowski, Dariusz Mrozek