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PKDD
2015
Springer
17views Data Mining» more  PKDD 2015»
4 years 10 months ago
Metalearning for Multiple-Domain Transfer Learning
Abstract. Machine learning processes consist in collecting data, obtaining a model and applying it to a given task. Given a new task, the standard approach is to restart the learni...
Catarina Félix, Carlos Soares, Alípi...
PKDD
2015
Springer
12views Data Mining» more  PKDD 2015»
4 years 10 months ago
Study on Meta-Learning Approach Application in Rank Aggregation Algorithm Selection
Rank aggregation is an important task in many areas, nevertheless, none of rank aggregation algorithms is best for all cases. The main goal of this work is to develop a method, whi...
Alexey Zabashta, Ivan Smetannikov, Andrey Filchenk...
PKDD
2015
Springer
16views Data Mining» more  PKDD 2015»
4 years 10 months ago
Markov Blanket Discovery in Positive-Unlabelled and Semi-supervised Data
The importance of Markov blanket discovery algorithms is twofold: as the main building block in constraint-based structure learning of Bayesian network algorithms and as a techniqu...
Konstantinos Sechidis, Gavin Brown
PKDD
2015
Springer
15views Data Mining» more  PKDD 2015»
4 years 10 months ago
Visualization Support to Interactive Cluster Analysis
Gennady L. Andrienko, Natalia V. Andrienko
PKDD
2015
Springer
14views Data Mining» more  PKDD 2015»
4 years 10 months ago
Interactively Exploring Supply and Demand in the UK Independent Music Scene
Abstract. We present an exploratory data mining tool useful for finding patterns in the geographic distribution of independent UK-based music artists. Our system is interactive, h...
Matt McVicar, Cédric Mesnage, Jefrey Lijffi...
PKDD
2015
Springer
17views Data Mining» more  PKDD 2015»
4 years 10 months ago
Concurrent Inference of Topic Models and Distributed Vector Representations
Topic modeling techniques have been widely used to uncover dominant themes hidden inside an unstructured document collection. Though these techniques first originated in the proba...
Debakar Shamanta, Sheikh Motahar Naim, Parang Sara...
PKDD
2015
Springer
13views Data Mining» more  PKDD 2015»
4 years 10 months ago
Listener-Aware Music Recommendation from Sensor and Social Media Data
Abstract. Music recommender systems are lately seeing a sharp increase in popularity due to many novel commercial music streaming services. Most systems, however, do not decently t...
Markus Schedl
PKDD
2015
Springer
13views Data Mining» more  PKDD 2015»
4 years 10 months ago
Performance Analysis of Data Mining Techniques for Improving the Accuracy of Wind Power Forecast Combination
Efficient integration of renewable energy sources into the electricity grid has become one of the challenging problems in recent years. This issue is more critical especially for u...
Ceyda Er Koksoy, Mehmet Baris Özkan, Dilek K&...
PKDD
2015
Springer
8views Data Mining» more  PKDD 2015»
4 years 10 months ago
Will This Paper Increase Your h-index?
Scientific impact plays a central role in the evaluation of the output of scholars, departments, and institutions. A widely used measure of scientific impact is citations, with ...
Yuxiao Dong, Reid A. Johnson, Nitesh V. Chawla
PKDD
2015
Springer
25views Data Mining» more  PKDD 2015»
4 years 10 months ago
Regression with Linear Factored Functions
Many applications that use empirically estimated functions face a curse of dimensionality, because integrals over most function classes must be approximated by sampling. This paper...
Wendelin Böhmer, Klaus Obermayer
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