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    PKDD
    2015
    Springer
    17views Data Mining» more  PKDD 2015»
    Metalearning for Multiple-Domain Transfer Learning
    8 years 8 months ago
    Metalearning for Multiple-Domain Transfer Learning
    Download  ceur-ws.org
    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...
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    PKDD
    2015
    Springer
    12views Data Mining» more  PKDD 2015»
    Study on Meta-Learning Approach Application in Rank Aggregation Algorithm Selection
    8 years 8 months ago
    Study on Meta-Learning Approach Application in Rank Aggregation Algorithm Selection
    Download  ceur-ws.org
    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...
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    PKDD
    2015
    Springer
    16views Data Mining» more  PKDD 2015»
    Markov Blanket Discovery in Positive-Unlabelled and Semi-supervised Data
    8 years 8 months ago
    Markov Blanket Discovery in Positive-Unlabelled and Semi-supervised Data
    Download  www.cs.man.ac.uk
    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
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    PKDD
    2015
    Springer
    15views Data Mining» more  PKDD 2015»
    Visualization Support to Interactive Cluster Analysis
    8 years 8 months ago
    Visualization Support to Interactive Cluster Analysis
    Download  geoanalytics.net
    Gennady L. Andrienko, Natalia V. Andrienko
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    PKDD
    2015
    Springer
    14views Data Mining» more  PKDD 2015»
    Interactively Exploring Supply and Demand in the UK Independent Music Scene
    8 years 8 months ago
    Interactively Exploring Supply and Demand in the UK Independent Music Scene
    Download  www.mattmcvicar.com
    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...
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    PKDD
    2015
    Springer
    17views Data Mining» more  PKDD 2015»
    Concurrent Inference of Topic Models and Distributed Vector Representations
    8 years 8 months ago
    Concurrent Inference of Topic Models and Distributed Vector Representations
    Download  people.cs.vt.edu
    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...
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    PKDD
    2015
    Springer
    13views Data Mining» more  PKDD 2015»
    Listener-Aware Music Recommendation from Sensor and Social Media Data
    8 years 8 months ago
    Listener-Aware Music Recommendation from Sensor and Social Media Data
    Download  www.cp.jku.at
    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
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    PKDD
    2015
    Springer
    13views Data Mining» more  PKDD 2015»
    Performance Analysis of Data Mining Techniques for Improving the Accuracy of Wind Power Forecast Combination
    8 years 8 months ago
    Performance Analysis of Data Mining Techniques for Improving the Accuracy of Wind Power Forecast Combination
    Download  dare.dnagroup.org
    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&...
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    PKDD
    2015
    Springer
    8views Data Mining» more  PKDD 2015»
    Will This Paper Increase Your h-index?
    8 years 8 months ago
    Will This Paper Increase Your h-index?
    Download  www3.nd.edu
    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
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    PKDD
    2015
    Springer
    25views Data Mining» more  PKDD 2015»
    Regression with Linear Factored Functions
    8 years 8 months ago
    Regression with Linear Factored Functions
    Download  ipvs.informatik.uni-stuttgart.de
    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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