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KDD
2007
ACM
148views Data Mining» more  KDD 2007»
16 years 1 months ago
Scalable look-ahead linear regression trees
Most decision tree algorithms base their splitting decisions on a piecewise constant model. Often these splitting algorithms are extrapolated to trees with non-constant models at ...
David S. Vogel, Ognian Asparouhov, Tobias Scheffer
104
Voted
KDD
2002
ACM
186views Data Mining» more  KDD 2002»
16 years 1 months ago
Topic-conditioned novelty detection
Automated detection of the first document reporting each new event in temporally-sequenced streams of documents is an open challenge. In this paper we propose a new approach which...
Yiming Yang, Jian Zhang, Jaime G. Carbonell, Chun ...
108
Voted
EUROSYS
2007
ACM
15 years 10 months ago
STMBench7: a benchmark for software transactional memory
Software transactional memory (STM) is a promising technique for controlling concurrency in modern multi-processor architectures. STM aims to be more scalable than explicit coarse...
Rachid Guerraoui, Michal Kapalka, Jan Vitek
105
Voted
ICTIR
2009
Springer
15 years 7 months ago
Modeling Expected Utility of Multi-session Information Distillation
Abstract. An open challenge in information distillation is the evaluation and optimization of the utility of ranked lists with respect to flexible user interactions over multiple ...
Yiming Yang, Abhimanyu Lad
HASKELL
2009
ACM
15 years 7 months ago
Finding the needle: stack traces for GHC
Even Haskell programs can occasionally go wrong. Programs calling head on an empty list, and incomplete patterns in function definitions can cause program crashes, reporting littl...
Tristan O. R. Allwood, Simon Peyton Jones, Susan E...