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CORR
2010
Springer
134views Education» more  CORR 2010»
15 years 7 months ago
Large Margin Multiclass Gaussian Classification with Differential Privacy
As increasing amounts of sensitive personal information is aggregated into data repositories, it has become important to develop mechanisms for processing the data without revealin...
Manas A. Pathak, Bhiksha Raj
CORR
2008
Springer
94views Education» more  CORR 2008»
15 years 7 months ago
Minimum Dissatisfaction Personnel Scheduling
: In this paper we consider two problems regarding the scheduling of available personnel in order to perform a given quantity of work, which can be arbitrarily decomposed into a se...
Mugurel Ionut Andreica, Romulus Andreica, Angela A...
178
Voted
JMLR
2010
139views more  JMLR 2010»
15 years 1 months ago
On the Foundations of Noise-free Selective Classification
We consider selective classification, a term we adopt here to refer to `classification with a reject option.' The essence in selective classification is to trade-off classifi...
Ran El-Yaniv, Yair Wiener
205
Voted
MMS
2006
15 years 7 months ago
View-invariant motion trajectory-based activity classification and recognition
Motion trajectories provide rich spatio-temporal information about an object's activity. The trajectory information can be obtained using a tracking algorithm on data streams ...
Faisal I. Bashir, Ashfaq A. Khokhar, Dan Schonfeld
249
Voted
WSC
2008
15 years 9 months ago
Simulation-based optimization of a complex mail transportation network
The Swedish Postal Services receives and distributes over 22 million pieces of mail every day. Mail transportation takes place overnight by airplanes, trains, trucks, and cars in ...
Anna Syberfeldt, Henrik Grimm, Amos Ng, Martin And...