Program for stream Data science and Analytics (contributed)

MA-28: Data Science and Analytics Methods 1
Stream: Data science and Analytics (contributed)
Room: Y405 (building Main lobby)
Chair(s): Gerrit Liedtke

• 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

MB-28: Data Science and Analytics Methods 2
Stream: Data science and Analytics (contributed)
Room: Y405 (building Main lobby)
Chair(s): Paulito Palmes

• 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

MC-28: Data Science and Analytics Applications 1
Stream: Data science and Analytics (contributed)
Room: Y405 (building Main lobby)
Chair(s): Lukáš Veverka

• 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

MD-28: Data Science and Analytics Applications 2
Stream: Data science and Analytics (contributed)
Room: Y405 (building Main lobby)
Chair(s): Lotte van Hezewijk

• 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

TA-28: Data Science and Analytics Applications 3
Stream: Data science and Analytics (contributed)
Room: Y405 (building Main lobby)
Chair(s): Ragnar Eggertsson

• 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

TB-28: Data Science and Analytics Applications 4
Stream: Data science and Analytics (contributed)
Room: Y405 (building Main lobby)
Chair(s): Léon Sobrie

• 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