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Program for stream Data science and Analytics (contributed)
Sunday
Monday
Monday, 8:30-10:00
MA-28: Data Science and Analytics Methods 1
Stream: Data science and Analytics (contributed)
Room: Y405 (building Main lobby)
Chair(s):
Gerrit Liedtke
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A New Mixed Integer Programming Approach for Inverse Correspondence Analysis
Rick Willemsen, Wilco van den Heuvel, Michel van de Velden -
Playing with Thresholds on the Forward Linear Threshold Rank
Maria J. Blesa, Maria Serna -
Analyzing count data using a time series model with an exponentially decaying covariance structure
Soudeep Deb -
Recurrent Double-Conditional Factor Model
Gerrit Liedtke
Monday, 10:30-12:00
MB-28: Data Science and Analytics Methods 2
Stream: Data science and Analytics (contributed)
Room: Y405 (building Main lobby)
Chair(s):
Paulito Palmes
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Instance Density-based Adaptive Hybrid Oversampling to Imbalanced Classification Problems
You-Jin Park -
Exploring the Possibilities of Geometric Multidimensional Scaling for Large-Scale Data
Viktor Medvedev, Martynas Sabaliauskas, Gintautas Dzemyda -
Scaling-out AutoML Pipeline Search with K8s Cluster
Paulito Palmes, Akihiro Kishimoto, Radu Marinescu, Elizabeth Daly, Parikshit Ram
Monday, 12:30-14:00
MC-28: Data Science and Analytics Applications 1
Stream: Data science and Analytics (contributed)
Room: Y405 (building Main lobby)
Chair(s):
Lukáš Veverka
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Econometric Analysis of the Impact of TV Advertising on Organic Webpage Traffic
Lukáš Veverka, Vladimír Holý -
Eliciting sentiment on information security policies using deep learning affective computing
Tiny Du Toit, Hennie Kruger, Lynette Drevin -
Optimal Soccer Squad Selection
Shubhabrata Das, Soudeep Deb
Monday, 14:30-16:00
MD-28: Data Science and Analytics Applications 2
Stream: Data science and Analytics (contributed)
Room: Y405 (building Main lobby)
Chair(s):
Lotte van Hezewijk
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Multi-Echelon Inventory Optimization using Deep Reinforcement Learning
Lotte van Hezewijk, Kevin Geevers, Martijn Mes -
Bayesian Learning in Maintenance Optimization for Multiple Single-Component Systems under Population Heterogeneity
Ipek Dursun, Alp Akcay, Geert-Jan van Houtum -
Prescriptive Supply Stability Optimization in Production Planning in a Case Study of the Semiconductor Industry
Tim Lauer -
On Peer Group Situations and Related Games under Fuzzy Uncertainty
İsmail Özcan, Sırma Zeynep Alparslan Gök, Gerhard-Wilhelm Weber
Tuesday
Tuesday, 8:30-10:00
TA-28: Data Science and Analytics Applications 3
Stream: Data science and Analytics (contributed)
Room: Y405 (building Main lobby)
Chair(s):
Ragnar Eggertsson
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Anomaly Detection for Cash Operations in Retail Stores
Buse MERT, Ilknur Bektas, Defne İdil Eskiocak, Birol Yüceoglu, Basak Ayfer ERDEM, Karin ÇAKAN, Işıl Öztürk -
Portfolio Optimization across Financial Market States: An application of Clustering Algorithm
Salah AYARI, Hayette Gatfaoui -
Maintaining capital goods under incomplete information and constrained maintenance capacity
Ragnar Eggertsson, Rob Basten, Geert-Jan van Houtum
Tuesday, 10:30-12:00
TB-28: Data Science and Analytics Applications 4
Stream: Data science and Analytics (contributed)
Room: Y405 (building Main lobby)
Chair(s):
Léon Sobrie
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Major ML-based password guessing techniques analysis
Andrius Chazevskas -
Meta-ranking of technology and innovation management journals in a global landscape
Grigory Pishchulov, Rudolf R. Sinkovics, Heinz Tüselmann -
Deep Learning-Based Prevention of Insider Threats Using User Behavioral Keystroke Biometrics
Arnoldas Budžys, Olga Kurasova, Viktor Medvedev -
Real-time employee workload analytics in digital control rooms
Léon Sobrie, Marijn Verschelde, Bart Roets