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ECML
2007
Springer
15 years 3 months ago
Spectral Clustering and Embedding with Hidden Markov Models
Abstract. Clustering has recently enjoyed progress via spectral methods which group data using only pairwise affinities and avoid parametric assumptions. While spectral clustering ...
Tony Jebara, Yingbo Song, Kapil Thadani
CHI
2011
ACM
14 years 1 months ago
MemTable: an integrated system for capture and recall of shared histories in group workspaces
This paper presents the design, implementation, and evaluation of an interactive tabletop system that supports co-located meeting capture and asynchronous search and review of pas...
Seth E. Hunter, Pattie Maes, Stacey D. Scott, Henr...
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ASWEC
2007
IEEE
15 years 3 months ago
Formal Validation of Hierarchical State Machines against Expectations
This paper explains some analyses that can be performed on a hierarchical finite state machine to validate that it performs as intended. Such a hierarchical state machine has tra...
Ian Toyn, Andy Galloway
ISNN
2007
Springer
15 years 3 months ago
A Hierarchical Self-organizing Associative Memory for Machine Learning
This paper proposes novel hierarchical self-organizing associative memory architecture for machine learning. This memory architecture is characterized with sparse and local interco...
Janusz A. Starzyk, Haibo He, Yue Li
NIPS
2000
14 years 10 months ago
Active Support Vector Machine Classification
An active set strategy is applied to the dual of a simple reformulation of the standard quadratic program of a linear support vector machine. This application generates a fast new...
Olvi L. Mangasarian, David R. Musicant