iDSC19 Conference Guide (pdf, 1 MB)
Day 1 - Wednesday, May 22nd
| Research Track Room HS012 |
Industry Track Room HS013 |
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| 08:00 am | Registration (Foyer) | |
| 09:00 am | Opening and Welcome Room HS110 |
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| 09:15 am | Keynote Josef Waltl (Amazon Web Services): From Data to Value in Industrial Use Cases Room HS110 |
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| 10:00 am | Keynote Bodo Hoppe (IBM Germany): What Lies Ahead of Us? IBM's View on Technology Trends Room HS110 |
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| 10:45 am | Break | |
| 11:00 am | Data Analytics | Complexity Chair: Lőrinc Thurnay 11:00 Jad Rayes (George Mason University): Exploring Insider Trading Within Hypernetworks 11:30 Abdel Aziz Taha (Research Studios Austria): Chance Influence in Datasets With Large Number of Features |
Data Analytics | Market & Trends Host: Michael Ruzicka 11:00 Guido Harucksteiner (Skidata): Innovation & Trends with Special Regard to a FRUGAL Approach and Emerging Markets 11:30 Robert Stubenrauch (Business Upper Austria): From Industry 4.0 to Industrial Data - Accompanying Corporate Networks Through the Digital Age |
| 12:00 am | Lunch | |
| 01:15 pm | Keynote Peter Parycek (Danube University Krems): Data-Driven Policy-Making Room HS110 |
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| 02:00 pm | Keynote Christian Blakely (PricewaterhouseCoopers Zurich): Real-Time Learning and Prediction in (Un)structured Data Room HS110 |
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| 02:45 pm | Coffee Break | |
| 03:30 pm | Data Analytics | NLP and Semantics Chair: Andreas Unterweger 03:30 Hakkı Yağız Erdinç (Donanim Haber): Combining Lexical and Semantic Similarity Methods for New Article Matching 04:00 Martin Schnöll (Fact AI GmbH): The Effectiveness of the Max Entropy Classifier for Feature Selection 04:30 Lőrinc Thurnay (Danube University Krems): Impact of Anonymization on Sentiment Analysis of Twitter Postings |
Data Analytics | Energy Host: Michael Ruzicka 03:30 David Steidl, Daniel Wagner (Verbund): EDA & Anomaly Detection 04:15 Norbert Walchhofer (Cognify KG), Stefanie Kritzer (Salzburg AG): No Space for Gaps - Forecasting Challenges in the Control Energy Market |
| 05:00 pm | Closing | |
| - | - | |
| 07:00 pm - 10:30 pm |
Conference Dinner: Mozart Dinner Concert (only if seperately booked in advance) |
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Day 2 - Thursday, May 23rd
| Research Track Room HS012 |
Industry Track Room HS013 |
Workshops Room 018 |
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| 08:30 am | Registration (Foyer) | ||
| 09:30 am | Keynote Stefan Wegenkittl (Salzburg University of Applied Sciences): Confronting the Small Data Challenge: Achieving successful Digital Transformation in SMEs Requires Transforming Processes, Roles and Technologies Room HS110 |
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| 10:15 am | Break | ||
| 10:30 am | Data Analytics | Modelling Chair: Werner Pomwenger 10:30 David Anastasiu (San José State University): A Data-Driven Approach for Detecting Autism Spectrum Disorder 11:00 Ionnanis Gkioulekas (University College London): Optimal Regression Tree Models Through Mixed Integer Programming 11:30 Lina Stanzel (AEE INTEC): A Spatial Data Analysis Approach for Public Policy Simulation in Thermal Energy Transistion Scenarios |
Data Analytics | Manufacturing Host: Thomas J. Lampoltshammer 10:30 Dubravko Dolic (Continental): Predictive Maintenance for Tires 11:00 Neha Segal (University of Huddersfield & Valuechain Ltd.): 'Champions' & 'Strugglers' of UK Manufacturing Sector - The Tale from Open Data 11:30 Sven Ahlinder (Volvo): Visualization of many variables, by projection onto two of them |
10:30 Steadforce: Candy Consumption Forecasting |
| 12:00 am | Lunch | ||
| 01:15 pm | Keynote David Anastasiu (San José State University): The AI Data Revolution: Doing More With Less Data Labeling Room HS110 |
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| 02:00 pm | Break | ||
| 02:15 pm | Data Analytics | Comprehensibility Chair: Johannes Scholz 02:15 Maxiej Skorski (Dell): Probabilistic Approach to Web Waterfall Charts 02:45 Shefali Virkar (Danube University Krems): Facilitating Public Access to Legal Information - A Conceptual Model for Developing an Agile Data-driven Decision Support System 03:15 Wolfgang Kremser (Salzburg Research): Do We Have a Data Culture? |
Data Analytics | Quality Assurance Host: Michael Ruzicka 02:15 Oskar Preinfalk, Rene Leikmoser (Spar ICS): HADES - Anomaly detection in retail processes 03:00 Bernhard Redl, Simon Stiebellehner (craftworks): CI/CD for Machine Learning |
02:15 Cognify: Profit from Prophet |
| 03:45 pm | Coffee Break | ||
| 04:30 pm | Short Papers Chair: Thomas J. Lampoltshammer 04:30 Dejan Radovanovic (Salzburg University of Applied Sciences): Neural Machine Translation from Natural Language into SQL with state-of-the-art Deep Learning Methods 05:00 Sebastian Malin (Fachhochschule Vorarlberg): Smart Recommendation System to Simplify Projecting for a HMI/SCADA Platform 05:30 Maximilian E. Tschuchnig (Salzburg University of Applied Sciences): Adversarial Networks - A Technology for Image Augmentation 06:00 Melanie Zumtobel (Fachhochschule Vorarlberg): Using Supervised Learning to Predict the Reliability of a Welding Process |
Data Analytics | Health & Sports Host: Michael Ruzicka 04:30 Jonathan Boidol, Stephan Schiffner (Steadforce): Discovering and Extracting Knowledge from large Text Collections - Introduction to Text mining on the example of clinical trials 05:15 Richard Mohr (Techedge): Big Data and Real Time Analytics in US Football Sports. Implementing the perfect match day with Arena Analytics for the San Francisco 49ers. 06:00 Konrad Linner, Phillip Lukas (Solvistas): Ice Hockey and Data Science - How the EHC Black Wings Linz wants to become a champion with the help of Data Science |
04:30 MathWorks: Predictive Maintenance with MATLAB |
| 06:30 pm | Networking Room 017 |
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| 08:00 pm | Closing | ||
Day 3 - Friday, May 24th
| Social Event | ||
| 09:00 am | Half-Day Panorama Tour | |
| 01:00 pm | Farewell | |