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EPEW
2006
Springer
14 years 19 days ago
Precise Regression Benchmarking with Random Effects: Improving Mono Benchmark Results
Benchmarking as a method of assessing software performance is known to suffer from random fluctuations that distort the observed performance. In this paper, we focus on the fluctua...
Tomás Kalibera, Petr Tuma
KDD
2010
ACM
246views Data Mining» more  KDD 2010»
13 years 7 months ago
Latent aspect rating analysis on review text data: a rating regression approach
In this paper, we define and study a new opinionated text data analysis problem called Latent Aspect Rating Analysis (LARA), which aims at analyzing opinions expressed about an e...
Hongning Wang, Yue Lu, Chengxiang Zhai
AUSAI
2009
Springer
14 years 3 months ago
MML Invariant Linear Regression
Abstract. This paper derives two new information theoretic linear regression criteria based on the minimum message length principle. Both criteria are invariant to full rank affine...
Daniel F. Schmidt, Enes Makalic
SEMCO
2008
IEEE
14 years 3 months ago
Sentiment Regression: Using Real-Valued Scores to Summarize Overall Document Sentiment
In this paper, we consider a sentiment regression problem: summarizing the overall sentiment of a review with a real-valued score. Empirical results on a set of labeled reviews sh...
Adam Drake, Eric K. Ringger, Dan Ventura
ICCD
2005
IEEE
124views Hardware» more  ICCD 2005»
14 years 2 months ago
Model Checking C Programs Using F-SOFT
— With the success of formal verification techniques like equivalence checking and model checking for hardware designs, there has been growing interest in applying such techniqu...
Franjo Ivancic, Ilya Shlyakhter, Aarti Gupta, Mala...