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DMIN
2009
132views Data Mining» more  DMIN 2009»
15 years 4 months ago
Understanding Support Vector Machine Classifications via a Recommender System-Like Approach
Support vector machines are a valuable tool for making classifications, but their black-box nature means that they lack the natural explanatory value that many other classifiers po...
David Barbella, Sami Benzaid, Janara M. Christense...
PERCOM
2009
ACM
16 years 1 months ago
QoS Enabled Mobility Support for Mesh Networks
Abstract—Existing solutions for building wireless mesh networks suffer from reduced efficiency. This is due to lack of reliable self-configuration procedures that can dynamical...
Dario Gallucci, Silvia Giordano
KDD
2004
ACM
124views Data Mining» more  KDD 2004»
15 years 11 months ago
Incorporating prior knowledge with weighted margin support vector machines
Like many purely data-driven machine learning methods, Support Vector Machine (SVM) classifiers are learned exclusively from the evidence presented in the training dataset; thus ...
Xiaoyun Wu, Rohini K. Srihari
WORDS
2003
IEEE
15 years 11 months ago
Middleware Support for Embedded Software with Multiple QoS Properties for Ubiquitous Computing Environments
Ubiquitous application software usually has multiple QoS requirements, such as situationawareness, real-time, and security, which make the application software development complic...
Stephen S. Yau, Yu Wang, Dazhi Huang
CHI
2000
ACM
15 years 10 months ago
Providing integrated toolkit-level support for ambiguity in recognition-based interfaces
Interfaces based on recognition technologies are used extensively in both the commercial and research worlds. But recognizers are still error-prone, and this results in human perf...
Jennifer Mankoff, Scott E. Hudson, Gregory D. Abow...