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ICML
2007
IEEE
16 years 7 months ago
On the relation between multi-instance learning and semi-supervised learning
Multi-instance learning and semi-supervised learning are different branches of machine learning. The former attempts to learn from a training set consists of labeled bags each con...
Zhi-Hua Zhou, Jun-Ming Xu
ICML
2001
IEEE
16 years 7 months ago
Estimating a Kernel Fisher Discriminant in the Presence of Label Noise
Data noise is present in many machine learning problems domains, some of these are well studied but others have received less attention. In this paper we propose an algorithm for ...
Bernhard Schölkopf, Neil D. Lawrence
ICSE
2003
IEEE-ACM
16 years 6 months ago
Fragment Class Analysis for Testing of Polymorphism in Java Software
Testing of polymorphism in object-oriented software may require coverage of all possible bindings of receiver classes and target methods at call sites. Tools that measure this cove...
Atanas Rountev, Ana Milanova, Barbara G. Ryder
PERCOM
2006
ACM
16 years 6 months ago
Omero: Ubiquitous User Interfaces in the Plan B Operating System
It is difficult to build user interfaces that must be distributed over a set of dynamic and heterogeneous I/O devices. This difficulty increases when we want to split, merge, repl...
Francisco J. Ballesteros, Gorka Guardiola Muzquiz,...
PERCOM
2006
ACM
16 years 6 months ago
SmartContacts: A Large Scale Social Context Service Discovery System
The proliferation of cell phones has led to an ever increasing number of inappropriate interruptions. SmartContacts provides a solution to this problem by empowering the caller to...
Yong Liu, Kay Connelly