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AI
1998
Springer
15 years 1 months ago
A Hybrid Convergent Method for Learning Probabilistic Networks
During past few years, a variety of methods have been developed for learning probabilistic networks from data, among which the heuristic single link forward or backward searches ar...
Jun Liu, Kuo-Chu Chang, Jing Zhou
TKDE
2008
128views more  TKDE 2008»
14 years 9 months ago
A Virtual Ring Method for Building Small-World Structured P2P Overlays
This paper presents a general virtual ring method to design and analyze small-world structured P2P networks on the base es embedded in ID spaces with distance metric. Its basic ide...
Hai Zhuge, Xiaoping Sun
ICMCS
2009
IEEE
205views Multimedia» more  ICMCS 2009»
14 years 7 months ago
Bregman vantage point trees for efficient nearest Neighbor Queries
Nearest Neighbor (NN) retrieval is a crucial tool of many computer vision tasks. Since the brute-force naive search is too time consuming for most applications, several tailored d...
Frank Nielsen, Paolo Piro, Michel Barlaud
TASLP
2011
14 years 4 months ago
On the Information Geometry of Audio Streams With Applications to Similarity Computing
Abstract—This paper proposes methods for information processing of audio streams using methods of information geometry. We lay the theoretical groundwork for a framework allowing...
Arshia Cont, Shlomo Dubnov, Gérard Assayag
AGI
2011
14 years 1 months ago
Three Hypotheses about the Geometry of Mind
What set of concepts and formalizations might one use to make a practically useful, theoretically rigorous theory of generally intelligent systems? We present a novel perspective m...
Ben Goertzel, Matthew Iklé