Deep Patterns LLC specializes in development and promotion of Big Data analytics software implementing the innovative SRMD (Structural Resonance in Multidimensional Data) technology. We use proprietary concept of context-sensitive local metrics and effect of structural resonance in multi-dimensional data. Proven by a number of successful implementations, our approach is very effective in analytics in areas characterized by high complexity in internal relations where traditional data mining methods normally tend to fail.
The scope of technology:
- context-dependent clustering of multidimensional data,
- building interpretable models for classification and prediction tasks,
- searching for associative relations in the data.
SRMD technology works in all areas where traditional data mining methodology is used today . Tremendous data volumes generated in banking, finance, insurance, CRM, manufacturing, telecommunications, e-business, marketing, stock market, require more and more comprehensive algorithms to extract valuable information .
Advantages and unique abilities of SRMD are most noticeable when applied in scientific domains, such as bioinformatics and chemometrics (genome annotation, QSAR discovery), dealing with complex systemic relations in data .
One of the key strengths of the SRMD technology is high degree of parallelism that determines it's scalability and effectiveness in Big Data analysis.