Platform independent plug-in methods and systems for data mining and analytics

T Bruckhaus, R Kamalakannan - US Patent 8,417,715, 2013 - Google Patents
G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY
ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR …

Improving the classification accuracy of streaming data using sax similarity features

P Siirtola, H Koskimäki, V Huikari, P Laurinen… - Pattern Recognition …, 2011 - Elsevier
The classification accuracy of time series is highly dependent on the quality of used features.
In this study, features of new type, called SAX (Symbolic Aggregate appro**mation) similarity …

Fuzzy clustering algorithms and validity indices for distributed data

L Vendramin, MC Naldi, RJGB Campello - Partitional clustering algorithms, 2015 - Springer
This chapter presents a unified framework to generalize a number of fuzzy clustering
algorithms to handle distributed data in an exact way, ie, with no approximation of results …

Learning semantic attributes via a common latent space

Z Al-Halah, T Gehrig… - … Conference on Computer …, 2014 - ieeexplore.ieee.org
Semantic attributes represent an adequate knowledge that can be easily transferred to other
domains where lack of information and training samples exist. However, in the classical …

Communication-efficient distributed multiple reference pattern matching for m2m systems

JP Wang, YC Lu, MY Yeh, SD Lin… - 2013 IEEE 13th …, 2013 - ieeexplore.ieee.org
In M2M applications, it is very common to encounter the ad hoc snapshot query that requires
fast responses from many local machines in which all the data are distributed. In the …