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» Derivatives of Logical Formulas
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ML
2002
ACM
140views Machine Learning» more  ML 2002»
15 years 3 months ago
A Probabilistic Framework for SVM Regression and Error Bar Estimation
In this paper, we elaborate on the well-known relationship between Gaussian Processes (GP) and Support Vector Machines (SVM) under some convex assumptions for the loss functions. ...
Junbin Gao, Steve R. Gunn, Chris J. Harris, Martin...
VL
2007
IEEE
125views Visual Languages» more  VL 2007»
15 years 10 months ago
Visual Reasoning by Generalized Interval-values and Interval Temporal Logic
Interval-valued computation is an unconventional computing paradigm. It is an idealization of classical 16-, 32-, 64- etc. bit based computations. It represents data as specific ...
Benedek Nagy, Sándor Vályi
FSS
2008
124views more  FSS 2008»
15 years 3 months ago
Exact calculations of extended logical operations on fuzzy truth values
In this paper we propose computationally simple, pointwise formulas for extended t-norms and t-conorms on fuzzy truth values. The complex convolutions of the extended operations a...
Zsolt Gera, József Dombi
APAL
2002
101views more  APAL 2002»
15 years 3 months ago
The logic of tasks
The paper introduces a semantics for the language of classical first order logic supplemented with the additional operators and . This semantics understands formulas as tasks. An ...
Giorgi Japaridze
PVLDB
2008
111views more  PVLDB 2008»
15 years 3 months ago
Approximate lineage for probabilistic databases
In probabilistic databases, lineage is fundamental to both query processing and understanding the data. Current systems s.a. Trio or Mystiq use a complete approach in which the li...
Christopher Ré, Dan Suciu