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KDD
2004
ACM
123views Data Mining» more  KDD 2004»
16 years 2 months ago
A DEA approach for model combination
This paper proposes a novel Data Envelopment Analysis (DEA) based approach for model combination. We first prove that for the 2-class classification problems DEA models identify t...
Zhiqiang Zheng, Balaji Padmanabhan, Haoqiang Zheng
PEWASUN
2008
ACM
15 years 3 months ago
Modular network trace analysis
In this paper we present EDAT, a tool designed for the analysis of trace files from network simulations and experiments. The EDAT framework encapsulates analysis steps in extensib...
Wolfgang Kieß, Nadine Chmill, Ulrich Wittels...
SIGCOMM
2003
ACM
15 years 7 months ago
A measurement-based analysis of multihoming
Multihoming has traditionally been employed by stub networks to enhance the reliability of their network connectivity. With the advent of commercial “intelligent route controlâ€...
Aditya Akella, Bruce M. Maggs, Srinivasan Seshan, ...
KBSE
2010
IEEE
15 years 7 days ago
An experience report on scaling tools for mining software repositories using MapReduce
The need for automated software engineering tools and techniques continues to grow as the size and complexity of studied systems and analysis techniques increase. Software enginee...
Weiyi Shang, Bram Adams, Ahmed E. Hassan
ACL
2011
14 years 6 months ago
Learning Word Vectors for Sentiment Analysis
Unsupervised vector-based approaches to semantics can model rich lexical meanings, but they largely fail to capture sentiment information that is central to many word meanings and...
Andrew L. Maas, Raymond E. Daly, Peter T. Pham, Da...