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ICML
2004
IEEE
15 years 3 months ago
Optimising area under the ROC curve using gradient descent
This paper introduces RankOpt, a linear binary classifier which optimises the area under the ROC curve (the AUC). Unlike standard binary classifiers, RankOpt adopts the AUC stat...
Alan Herschtal, Bhavani Raskutti
JCDL
2004
ACM
99views Education» more  JCDL 2004»
15 years 3 months ago
Toward information retrieval web services for digital libraries
Information retrieval (IR) functions serve a critical role in many digital library systems. There are numerous mature IR algorithms that have been implemented and it will be a was...
Yueyu Fu, Javed Mostafa
PADS
2004
ACM
15 years 3 months ago
The Effect of Detail on Ethernet Simulation
An important question for network simulation is what level of detail is required to obtain a desired level of accuracy. While in some networks, the level of detail is an open rese...
Alefiya Hussain, Aman Kapoor, John S. Heidemann
SIGMETRICS
2004
ACM
15 years 3 months ago
Storage device performance prediction with CART models
d Abstract] Mengzhi Wang, Kinman Au, Anastassia Ailamaki, Anthony Brockwell, Christos Faloutsos, and Gregory R. Ganger Carnegie Mellon University This work explores the applicatio...
Mengzhi Wang, Kinman Au, Anastassia Ailamaki, Anth...
SLIP
2004
ACM
15 years 3 months ago
Interconnect-power dissipation in a microprocessor
Interconnect power is dynamic power dissipation due to switching of interconnection capacitances. This paper describes the characterization of interconnect power in a state-of-the...
Nir Magen, Avinoam Kolodny, Uri C. Weiser, Nachum ...