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» An Integer Linear Programming Approach to Database Design
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KDD
2004
ACM
196views Data Mining» more  KDD 2004»
15 years 11 months ago
Adversarial classification
Essentially all data mining algorithms assume that the datagenerating process is independent of the data miner's activities. However, in many domains, including spam detectio...
Nilesh N. Dalvi, Pedro Domingos, Mausam, Sumit K. ...
CPAIOR
2010
Springer
15 years 3 months ago
A Constraint Programming Approach for the Service Consolidation Problem
In this paper, we present a constraint programming approach for the service consolidation problem that is being currently tackled by Neptuny, Milan. The problem is defined as: Giv...
Kanika Dhyani, Stefano Gualandi, Paolo Cremonesi
ETS
2009
IEEE
117views Hardware» more  ETS 2009»
14 years 8 months ago
A Two Phase Approach for Minimal Diagnostic Test Set Generation
We optimize the full-response diagnostic fault dictionary from a given test set. The smallest set of vectors is selected without loss of diagnostic resolution of the given test se...
Mohammed Ashfaq Shukoor, Vishwani D. Agrawal
DIS
2004
Springer
15 years 4 months ago
Privacy Problems with Anonymized Transaction Databases
In this paper we consider privacy problems with anonymized transaction databases, i.e., transaction databases where the items are renamed in order to hide sensitive information. In...
Taneli Mielikäinen
SAT
2007
Springer
126views Hardware» more  SAT 2007»
15 years 5 months ago
Sensor Deployment for Failure Diagnosis in Networked Aerial Robots: A Satisfiability-Based Approach
Unmanned aerial vehicles (UAVs) represent an important class of networked robotic applications that must be both highly dependable and autonomous. This paper addresses sensor deplo...
Fadi A. Aloul, Nagarajan Kandasamy