Technical Program
WORKSHOP PROCEEDINGS available here
9:00-9:05 OPENING
9:05-10:00 INVITED TALK: J. Stefanowski. Adaptive ensembles for evolving data streams - combining block-based and on-line solutions
10:00-10:40 SESSION I
-Data
Stream Mining I -
10:00-10:20 A. Osojnik, P. Panov, S. Dzeroski
Tree-based Approaches for Multi-target
Regression on Data Streams
10:20-10:40 L. Bustio, R. Hernandez Leon, J. Bande Serrano
A Hardware-Based Approach for Frequent
Itemset Mining in Data Streams
10:40-11:00 COFFEE BREAK
11:00-13:00 SESSION II
-Data Stream
Mining II -
11:00-11:20 A. Appice, M. Di Pietro, C. Greco, D. Malerba
Discovering and
Tracking Organizational
Structures in Event Logs
11:20-11:40 M. Olorunnimbe, H. Viktor, E. Paquet
Intelligent
Adaptation of Ensemble Size
in Data Streams Using Online Learning
11:40-12:00 C. Loglisci, D. Malerba
Mining Periodic
Changes in Complex
Dynamic Data by Relational Pattern Discovery
-Classification -
12:00-12:20 J. Stefanowski, M. Lango
Applicability of Roughly Balanced
Bagging for Complex Imbalanced Data
12:20-12:40 B. Fazzinga, S. Flesca, F. Furfaro, L. Pontieri
Classifying traces of event logs
on the
basis of security risks
12:40-13:00 M. Mihelčić, S. Džeroski, N. Lavrač, T. Šmuc
Redescription mining with multi-label
Predictive Clustering Trees
13:00-14:00 LUNCH
14:00-15:20 SESSION III
-Mining complex data-
14:00-14:20 F. Leuzzi, S. Ferilli
Cross-domain Generalization by Analogy
14:20-14:40 A. Wieczorkowska, E. Kubera, T. Slowik, K. Skrzypiec
Spectral Features for Audio Based
Vehicle Identification
14:40-15:00 P. Welke, T. Horvath, S. Wrobel
Probabilistic Frequent Subtree Kernels
15:20-15:40 J. Kralj, M. Robnik-Šikonja, N. Lavrač
Heterogeneous networks decomposition
and weighting with text mining heuristics
15:40-16:00 COFFEE BREAK
16:00-17:20 SESSION IV
-Sequences-
16:00-16:20 M. Mazuran, M. Simoni, L. Tanca
AIDA: an application of sequential
pattern mining
16:20-16:40 Z. Xu, K. Funaya
Multivariate Sequence Analysis with
Transductive Classification
16:40-17:00 B. Zlicar, S. Cousins
Evaluating a simple string
representation for intra-day foreign exchange prediction
17:00-17:20 T. Michael, S. Spiegel, S. Albayrak
Time Series Classification using Compressed
Recurrence Plots
17:20-17:30 CLOSING