MoReBikeS Challenge 2015 Schedule (Friday, 11 September 2015, 10:00-13:00, Room: Arquivo)

LMCE 2015 Schedule (Friday, 11 September 2015, 15:00-18:00, Room: São João)




MoReBikeS Challenge 2015 Schedule

10:00-11:15 Challengers (session chair: Cesar Ferri)
Opening 10:00 Welcome and Introduction Nicolas Lachiche Slices
10:20 Bike sharing model reuse framework for tree-based ensembles Gergo Barta Slices
10:30 Gaussian Process Model Re-Use Tom Diethe, Niall Twomey and Peter Flach
10:40 Reusing Models Using K-Nearest Neighbors And Weighted Arithmetic Mean To Predict Future Use Of Bike Stations For The MoReBikeS Challenge 2015 and Autoritas participation at MoReBikeS: Model Reuse with Bike rental Station data (Valencia Students) Victor Nuñez Monsalvez, Andrés Ramos Pérez Slices
10:50 Selecting Training Data By Evaluating Existing Models Denis Moreira dos Reis
11:00 Reframing Bike Challenge Problem using Model Selection Chowdhury Farhan Ahmed Slices
Coffee break 11:15-11:30
11:30-13:00 Top 3 (session chair: Adolfo Martinez-Uso)
11:30 Model Reuse with Bike Rental Station Data Arun Bala Subramaniyan and Dr.Rong Pan Slices
11:45 SVR-based Modelling for the MoReBikeS Challenge: Analysis, Visualisation and Prediction Yu Chen and Peter Flach Slices
12:00 Model Reuse with Subgroup Discovery Hao Song (including the LMCE workshop paper presentation)
Closing 12:30-12:45 Summary Meelis Kull


13h - 14h Time for lunch

14h - 15h : ECML-PKDD keynote : Chen-Ching Liu




LMCE 2015 Schedule

Opening 15:00-16:15 Session 1 (session chair: Nicolas Lachiche) Nicolas Lachiche
Invited Talk 15:10 Metalearning for model management: beyond model reuse Carlos Soares
15:50 Analysis of instance hardness in machine learning using item response theory Ricardo Prudencio, Jose Hernandez-Orallo and Adolfo Martinez-Uso Slices
Coffee break 16:05-16:15
16:15-17:10 Session 2 (session chair: Adolfo Martinez-Uso)
16:15 Bayesian Active Learning with Evidence-Based Instance Selection Niall Twomey, Tom Diethe and Peter Flach
16:35 Reframing of Classification and Regression Tasks for Predicting the Effects of Compiler Settings on Multiple Embedded Systems Craig Blackmore, Oliver Ray, Meelis Kull, Md. Geaur Rahman, Peter Flach and Nicolas Lachiche
16:50 Cost-Sensitive Classification Meets Proper Scoring Rules Peter Flach Slices
17:10-18:05 Session 3 (session chair: Meelis Kull)
17:10 An adaptive probabilistic classification method for dynamic class hierarchies Cesar Ferri, María José Ramírez-Quintana, Meelis Kull, Adolfo Martínez-Usó and Peter Flach Slices
17:30 An Introductory Survey on Reframing in Clustering Md. Geaur Rahman Slices
17:45 Ordinal model reuse and selection for a varying number of categories Adolfo Martinez-Uso, Jose Hernandez-Orallo, Cesar Ferri Ramirez and Maria Jose Ramírez Slices
Closing 18:05