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Tensor-based anomaly detection: An interdisciplinary survey
2016
Knowledge-Based Systems
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However, if data includes tensor (multiway) structure (e.g. space-time-measurements), some meaningful anomalies may remain invisible with these methods. ...
Traditional spectral-based methods such as PCA are popular for anomaly detection in a variety of problems and domains. ...
(KL) divergence instead of common ALS fitting algorithm in PARAFAC. ...
doi:10.1016/j.knosys.2016.01.027
fatcat:lejxxae63jcutfx2ncahownt7e
Applications of Chemometrics‐Assisted Voltammetric Analysis
[chapter]
2017
Applications of the Voltammetry
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chemometrical points of view with the aim of providing useful information for the electrochemists to promote the use of chemometrics in electroanalytical chemistry. ...
The electroanalytical methods will be improved with the application of chemometrics for simultaneous quantitative prediction of analytes or qualitative resolution of complex overlapping responses. ...
Acknowledgements ARJ wishes this chapter to be useful for the electrochemists to promote the use of chemometrics in electrochemistry. ...
doi:10.5772/67310
fatcat:o7alfokfdnd3roft6r33evcbay
Theta phase coding in a network model of the entorhinal cortex layer II with entorhinal-hippocampal loop connections
2006
Cognitive Neurodynamics
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One approach for reducing number of support vectors is to formulate SVM with a non-convex loss function. ...
The symmetric STDP rule that has LTD windows on both sides of the central LTP window prevented irrelevant enhancement of loop connections caused by noise in cooperation with loop connections having a larger ...
Conclusion: We proposed a pixel-parallel anisotropic diffusion algorithm(DDA) for subjective contour generation. ...
doi:10.1007/s11571-006-9003-8
pmid:19003510
pmcid:PMC2267667
fatcat:avihqfr6a5e7tm43lythi27n3a
Tensor Completion Algorithms in Big Data Analytics
[article]
2018
arXiv
pre-print
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We conclude with a discussion of key challenges and promising research directions in this community for future exploration. ...
We characterize these advances from four perspectives: general tensor completion algorithms, tensor completion with auxiliary information (variety), scalable tensor completion algorithms (volume), and ...
How to combine domain knowledge with tensor completion problems could be another promising future direction for exploitation and exploration. ...
arXiv:1711.10105v2
fatcat:onu2bket3na3dmfsmzhc7byqku
A cross-linguistic study on the phonetics of dorsal obstruents
unpublished
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Such designs can for example be helpful to test whether the phoneme inventory of a language leaves its traces in patterns of velar coarticulation. ...
study of the three major -labial, alveolar and velar -places of articulation, the present dissertation aims at the addition of the palatal place of articulation in obstruent production and perception, with ...
This less restricted algorithm, PARAFAC2, offers an attractive alternative, especially in difficult situations. ...
fatcat:lw2gqw4dubhajp2i4mlrh2afsa