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Linear classifier
Known as:
Classifier
, Linear classification
In the field of machine learning, the goal of statistical classification is to use an object's characteristics to identify which class (or group) it…
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A Library for Support Vector Machines
Affective computing
Artificial neural network
Backpropagation
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Broader (1)
Statistical classification
Papers overview
Semantic Scholar uses AI to extract papers important to this topic.
2017
2017
Performance Assessment of Different Classification Techniques
K. Lekha
,
S. Prakasam
2017
Corpus ID: 63138203
In Data mining, Classification of data is very emblematic task. Given a vector of attributes, to predict the value of selected…
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2013
2013
On the hardness of evading combinations of linear classifiers
David Stevens
,
Daniel Lowd
Security and Artificial Intelligence
2013
Corpus ID: 6321967
An increasing number of machine learning applications involve detecting the malicious behavior of an attacker who wishes to avoid…
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2013
2013
EVALUATING THE EFFICIENCY OF RULE TECHNIQUES FOR FILE CLASSIFICATION
S. Vijayarani
,
M. Muthulakshmi
,
M. Phil
2013
Corpus ID: 17781835
Text mining refers to the process of deriving high quality information from text. It is also known as knowledge discovery from…
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2013
2013
Joint Dictionary and Classifier Learning for Categorization of Images Using a Max-margin Framework
Hans Lobel
,
R. Vidal
,
D. Mery
,
A. Soto
Pacific-Rim Symposium on Image and Video…
2013
Corpus ID: 12657837
The Bag-of-Visual-Words (BoVW) model is a popular approach for visual recognition. Used successfully in many different tasks…
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2009
2009
An L-infinity Norm Visual Classifier
Anushka Anand
,
Leland Wilkinson
,
T. Dang
Ninth IEEE International Conference on Data…
2009
Corpus ID: 14157242
We introduce a mathematical framework, based on the L-infinity norm distance metric, to describe human interactions in a visual…
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2008
2008
People and luggage recognition in airport surveillance under real-time constraints
V. Atienza-Vanacloig
,
J. Rosell-Ortega
,
G. Andreu-García
,
J. Valiente-González
International Conference on Pattern Recognition
2008
Corpus ID: 62659860
This paper describes an approach to classify people, groups of people and luggage in the halls of an airport. The algorithm is…
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2007
2007
Autonomous Non-Linear Classification of LPI Radar Signal Modulations
T. O. Gulum
2007
Corpus ID: 60447220
Abstract : In this thesis, an autonomous feature extraction algorithm for classification of Low Probability of Intercept (LPI…
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2004
2004
Semantic Lexicon Construction: Learning from Unlabeled Data via Spectral Analysis
R. Ando
Conference on Computational Natural Language…
2004
Corpus ID: 10880280
Abstract : This paper considers the task of automatically collecting words with their entity class labels, starting from a small…
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2003
2003
Joint evaluation of survival and fertility in dairy cattle with a linear model
V. Olori
,
M. H. Pool
,
M. Calus
,
A. R. Cromie
,
R. Veerkamp
2003
Corpus ID: 37818227
There is an intricate relationship between milk production, fertility and survival of cows, which is further confounded by…
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1996
1996
Linear classifiers in perceptron design
S. Raudys
Proceedings of 13th International Conference on…
1996
Corpus ID: 9504645
It is shown adaptive training of the nonlinear single layer perceptron can lead to seven different statistical classifiers: (1…
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