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» A Case Study for Learning from Imbalanced Data Sets
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NIPS
2007
15 years 7 months ago
Hippocampal Contributions to Control: The Third Way
Recent experimental studies have focused on the specialization of different neural structures for different types of instrumental behavior. Recent theoretical work has provided no...
Máté Lengyel, Peter Dayan
164
Voted
ICML
1998
IEEE
16 years 6 months ago
An Efficient Boosting Algorithm for Combining Preferences
We study the problem of learning to accurately rank a set of objects by combining a given collection of ranking or preference functions. This problem of combining preferences aris...
Yoav Freund, Raj D. Iyer, Robert E. Schapire, Yora...
ICECCS
2002
IEEE
85views Hardware» more  ICECCS 2002»
15 years 11 months ago
Fault Detection Effectiveness of Spathic Test Data
This paper presents an approach for generating test data for unit-level, and possibly integration-level, testing based on sampling over intervals of the input probability distribu...
Jane Huffman Hayes, Pifu Zhang
HICSS
2009
IEEE
155views Biometrics» more  HICSS 2009»
16 years 24 days ago
Multidimensional Analysis of RFID Data in Logistics
In the domain of logistics, Radio Frequency Identification (RFID) promises a plethora of benefits due to an enhanced efficiency, accuracy, and preciseness of object identification...
Henning Baars, Xuanpu Sun
JMS
2010
90views more  JMS 2010»
15 years 4 months ago
Prediction of Clinical Conditions after Coronary Bypass Surgery using Dynamic Data Analysis
This work studies the impact of using dynamic information as features in a machine learning algorithm for the prediction task of classifying critically ill patients in two classes ...
Kristien Van Loon, Fabián Güiza, Geert...