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125
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ICIG
2009
IEEE
15 years 7 months ago
Discriminative Maximum Margin Image Object Categorization with Exact Inference
Categorizing multiple objects in images is essentially a structured prediction problem: the label of an object is in general dependent on the labels of other objects in the image....
Qinfeng Shi, Luping Zhou, Li Cheng, Dale Schuurman...
112
Voted
IDA
2009
Springer
15 years 7 months ago
Improving Time Series Forecasting by Discovering Frequent Episodes in Sequences
Abstract. This work aims to improve an existing time series forecasting algorithm –LBF– by the application of frequent episodes techniques as a complementary step to the model....
Francisco Martínez-Álvarez, Alicia T...
93
Voted
ICPR
2008
IEEE
15 years 7 months ago
Embedding HMM's-based models in a Euclidean space: The topological hidden Markov models
One of the major limitations of HMM-based models is the inability to cope with topology: When applied to a visible observation (VO) sequence, HMM-based techniques have difficulty ...
Djamel Bouchaffra
ICTAI
2007
IEEE
15 years 7 months ago
ExOpaque: A Framework to Explain Opaque Machine Learning Models Using Inductive Logic Programming
In this paper we developed an Inductive Logic Programming (ILP) based framework ExOpaque that is able to extract a set of Horn clauses from an arbitrary opaque machine learning mo...
Yunsong Guo, Bart Selman
89
Voted
SMC
2007
IEEE
109views Control Systems» more  SMC 2007»
15 years 7 months ago
Relationship between image gaze location and fractal dimension
— This paper predicts that gaze and fractal dimension of images may offer some of measurability to when humans look at still or moving images expanding before one’s eyes such a...
Masayushi Nagai, Mayumi Oyana-Higa, Teijun Miao