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Machine Learning, Volume 105
Volume 105, Number 1, October 2016
- Saso Dzeroski

, Dragi Kocev
, Pance Panov
:
Special issue on discovery science. 1-2 - Prem Raj Adhikari, Anze Vavpetic, Jan Kralj, Nada Lavrac, Jaakko Hollmén:

Explaining mixture models through semantic pattern mining and banded matrix visualization. 3-39 - Matthijs van Leeuwen, Tijl De Bie, Eirini Spyropoulou, Cédric Mesnage:

Subjective interestingness of subgraph patterns. 41-75 - Eneldo Loza Mencía, Frederik Janssen:

Learning rules for multi-label classification: a stacking and a separate-and-conquer approach. 77-126 - Rita P. Ribeiro

, Pedro Mota Pereira, João Gama
:
Sequential anomalies: a study in the Railway Industry. 127-153
Volume 105, Number 2, November 2016
- Xiu-Shen Wei, Zhi-Hua Zhou:

An empirical study on image bag generators for multi-instance learning. 155-198 - Young Woong Park

, Diego Klabjan:
An aggregate and iterative disaggregate algorithm with proven optimality in machine learning. 199-232 - Suleiman A. Khan, Eemeli Leppäaho

, Samuel Kaski:
Bayesian multi-tensor factorization. 233-253 - Hua Mao

, Yingke Chen, Manfred Jaeger
, Thomas D. Nielsen
, Kim G. Larsen
, Brian Nielsen
:
Learning deterministic probabilistic automata from a model checking perspective. 255-299 - Ye Zhu

, Kai Ming Ting:
Commentary: a decomposition of the outlier detection problem into a set of supervised learning problems. 301-304
Volume 105, Number 3, December 2016
- Markus Schneider, Wolfgang Ertel

, Fabio Ramos:
Expected similarity estimation for large-scale batch and streaming anomaly detection. 305-333 - Junichiro Hirayama, Aapo Hyvärinen

, Shin Ishii
:
Sparse and low-rank matrix regularization for learning time-varying Markov networks. 335-366 - Prashanth L. A.

, Mohammad Ghavamzadeh:
Variance-constrained actor-critic algorithms for discounted and average reward MDPs. 367-417 - Alex Foss, Marianthi Markatou, Bonnie Ray, Aliza Heching:

A semiparametric method for clustering mixed data. 419-458 - Erfan Soltanmohammadi, Mort Naraghi-Pour, Mihaela van der Schaar

:
Context-based unsupervised ensemble learning and feature ranking. 459-485

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