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» Generality Is Predictive of Prediction Accuracy
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IDA
2009
Springer
16 years 1 months ago
Two-Way Grouping by One-Way Topic Models
Abstract. We tackle the problem of new users or documents in collaborative filtering. Generalization over users by grouping them into user groups is beneficial when a rating is t...
Eerika Savia, Kai Puolamäki, Samuel Kaski
CCS
2003
ACM
16 years 18 hour ago
Incentive-based modeling and inference of attacker intent, objectives, and strategies
Although the ability to model and infer Attacker Intent, Objectives and Strategies (AIOS) may dramatically advance the literature of risk assessment, harm prediction, and predicti...
Peng Liu, Wanyu Zang
CAI
2006
Springer
15 years 6 months ago
Symbolic Explanation of Similarities in Case-based Reasoning
CBR systems solve problems by assessing their similarity with already solved problems (cases). Explanation of a CBR system prediction usually consists of showing the user the set o...
Eva Armengol, Enric Plaza
IEEECIT
2010
IEEE
15 years 5 months ago
Understanding Resource Provisioning for ClimatePrediction.net
—Peer-to-peer computing, involving the participation of thousands of general purpose, public computers, has established itself as a viable paradigm for executing looselycoupled, ...
Malik Shahzad Kaleem Awan, Stephen A. Jarvis
CIDM
2009
IEEE
16 years 1 months ago
Evolving decision trees using oracle guides
—Some data mining problems require predictive models to be not only accurate but also comprehensible. Comprehensibility enables human inspection and understanding of the model, m...
Ulf Johansson, Lars Niklasson