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Program for stream Emerging Applications of Data Analysis
Sunday
Monday
Tuesday
Tuesday, 14:30-16:00
TD-58: Machine Learning and Data Analysis I
Stream: Emerging Applications of Data Analysis
Room: 4D UPV 2.4 (building 0)
Chair(s):
Alexander Aduenko
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LSTM network time series predicts high-risk tenants
Wolfgang Garn, Yin Hu, Paul Nicholson, Bevan Jones, Hongying Tang -
A novel training algorithm to build decision trees for anomaly detection
Sarah ITANI, Fabian Lecron, Philippe Fortemps -
Content-based image retrieval and analysis with use of scalable morphological models
Ivan Reyer, Ksenia Aminova -
Model generation for machine intelligence
Vadim Strijov, Oleg Bakhteev
Wednesday
Wednesday, 8:30-10:00
WA-58: Machine Learning and Data Analysis II
Stream: Emerging Applications of Data Analysis
Room: 4D UPV 2.4 (building 0)
Chair(s):
Vadim Strijov
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Cracking open the black box: a neural network based option valuation model
Yi Cao, Jia Zhai -
Narrow big data in streams: exact vs. approximate computing
Michal Cerny -
Temporal clustering of time series via threshold autoregressive models
Cem Iyigün, Sipan Aslan, Ceylan Yozgatligil -
Multimodel selection for classification problems
Alexander Aduenko, Vadim Strijov
Wednesday, 10:30-12:00
WB-58: Machine Learning and Data Analysis III
Stream: Emerging Applications of Data Analysis
Room: 4D UPV 2.4 (building 0)
Chair(s):
Ivan Reyer, Sureyya Ozogur-Akyuz
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Multivariate copulas in Bayesian classification
Jan Górecki -
Gaussian Bayesian networks and Gaussian mixture models applications of day-ahead forecast for the Spanish electricity market supply curves
Diego Gomez -
Real-time crash prediction in an urban expressway using disaggregated data
Franco Basso, Leonardo Basso, Francisco Bravo, Raul Pezoa -
Managing uncertainty using human centric analytics (HCA): a longitudinal case study
Christina Phillips
Wednesday, 12:30-14:00
WC-58: Data Analysis and Applications
Stream: Emerging Applications of Data Analysis
Room: 4D UPV 2.4 (building 0)
Chair(s):
Vadim Strijov, Mariusz Kaleta
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Optimal clustering of stations for the bike sharing system in Seoul
Kwanghun Chung -
Forecasting international migration based on a hybrid fuzzy and Bayesian method
Duygun Fatih Demirel, Melek BASAK -
Influence maximization with deactivation in social networks
Kübra Tanınmış, Necati Aras, I. Kuban Altinel -
Network market engineering - connecting the dots
Mariusz Kaleta