1. Entity-level stream classification: exploiting entity similarity to label the future observations referring to an entity

   • Vishnu Unnikrishnan
   • Christian Beyer
   • Myra Spiliopoulou

   Regular Paper 22 February 2019 Pages: 1 - 15

   

2. Large-scale predictive modeling and analytics through regression queries in data management systems

   • Christos Anagnostopoulos
   • Peter Triantafillou

   Regular Paper Open access 27 December 2018 Pages: 17 - 55

   

3. Spectral ranking and unsupervised feature selection for point, collective, and contextual anomaly detection

   • Haofan Zhang
   • Ke Nian
   • Yuying Li

   Regular Paper 04 December 2018 Pages: 57 - 75

   

4. Forecasting hotel reservations with long short-term memory-based recurrent neural networks

   • Jian Wang
   • Amar Duggasani

   Applications 04 December 2018 Pages: 77 - 94

   

5. A dynamic, interpretable, and robust hybrid data analytics system for train movements in large-scale railway networks

   • Luca Oneto
   • Irene Buselli
   • Davide Anguita

   Regular Paper 17 January 2019 Pages: 95 - 111

   

6. Compressing unstructured mesh data from simulations using machine learning

   • Chandrika Kamath

   Applications 01 April 2019 Pages: 113 - 130