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Experiments with Domain Knowledge in Unsupervised Learning: U sing and Revising Theories
(Revista Computación y Sistemas; Vol. 1 No. 3, 1998-03-09)
Abstract. Using domain knowledge in unsupervised learning has
shown to be a useful strategy when the set of examples of
a given domain has not an evident structure or presents
some level of noise. This background knowledge ...
Time-Domain Electromechanical Impedance for Structural Health Monitoring
(European Assoc Structural Dynamics, 2011-01-01)
Electromechanical impedance (EMI) technique is a very simple method that can be usefulness in most of Non-Destructive Evaluation (NDE) and Structural Health Monitoring (SHM) systems. A common application of EMI methods is ...
Time-domain electromechanical impedance for Structural Health Monitoring
(2011-01-01)
Electromechanical impedance (EMI) technique is a very simple method that can be usefulness in most of Non-Destructive Evaluation (NDE) and Structural Health Monitoring (SHM) systems. A common application of EMI methods is ...
Novel Phases at Domain Walls
(Oxford University Press, 2020)
In addition to the distinct internal symmetry of domain walls discussed in Chapter 1, local stresses can induce new physical properties at domain walls. In this chapter, we discuss how the intense stress fields generated ...
Multiclass Classification of Malicious Domains Using Passive DNS with XGBoost: (Work in Progress)
(2020-11-24)
The Domain Name System (DNS) protocol provides the mapping between hostnames and Internet Protocol addresses and vice versa. However, attackers use the DNS structure to register malicious domains to engage in malicious ...
Multiclass Classification of Malicious Domains Using Passive DNS with XGBoost (Work in Progress)
(Ieee, 2020-01-01)
The Domain Name System (DNS) protocol provides the mapping between hostnames and Internet Protocol addresses and vice versa. However, attackers use the DNS structure to register malicious domains to engage in malicious ...
Damage Detection Based on Electromechanical Impedance Principle and Principal Components
(2014-01-01)
This paper presents a novel time domain approach for Structural Health Monitoring (SHM) systems based on Electromechanical Impedance (EMI) principle and Principal Component Coefficients (PCC), also known as loadings. ...
Damage Detection Based on Electromechanical Impedance Principle and Principal Components
(2014-01-01)
This paper presents a novel time domain approach for Structural Health Monitoring (SHM) systems based on Electromechanical Impedance (EMI) principle and Principal Component Coefficients (PCC), also known as loadings. ...