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145
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MCS
2007
Springer
15 years 9 months ago
Random Feature Subset Selection for Ensemble Based Classification of Data with Missing Features
Abstract. We report on our recent progress in developing an ensemble of classifiers based algorithm for addressing the missing feature problem. Inspired in part by the random subsp...
Joseph DePasquale, Robi Polikar
115
Voted
BIRTHDAY
2004
Springer
15 years 6 months ago
On Model Checking Data-Independent Systems with Arrays with Whole-Array Operations
Abstract. We consider programs which are data independent with respect to two type variables X and Y , and can in addition use arrays indexed by X and storing values from Y . We ar...
Ranko Lazic, Thomas Christopher Newcomb, A. W. Ros...
135
Voted
ICASSP
2011
IEEE
14 years 6 months ago
Sensing-aware classification with high-dimensional data
In many applications decisions must be made about the state of an object based on indirect noisy observation of highdimensional data. An example is the determination of the presen...
Burkay Orten, Prakash Ishwar, W. Clem Karl, Venkat...
132
Voted
CAV
1998
Springer
138views Hardware» more  CAV 1998»
15 years 7 months ago
Model Checking for a First-Order Temporal Logic Using Multiway Decision Graphs
bstract description of state machines (ASMs), in which data and data operations are d using abstract sort and uninterpreted function symbols. ASMs are suitable for describing Regis...
Ying Xu, Eduard Cerny, Xiaoyu Song, Francisco Core...
234
Voted
ICDE
2008
IEEE
182views Database» more  ICDE 2008»
16 years 4 months ago
A Generic Framework for Continuous Motion Pattern Query Evaluation
We introduce a novel query type defined over streaming moving object data, namely, the Continuous Motion Pattern (CMP) Queries. A motion pattern is defined as a sequence of distin...
Petko Bakalov, Vassilis J. Tsotras