QUEL

5 years, 10 months ago

The Bioingine.com :- “HDN = Semantic Knowledge + General Graph + Probability = Best Decision Making”

by

METHODS USED IN The BioIngine APPROACH: ROOTS OF THE HYPERBOLIC DIRAC NETWORK (HDN). – Dr. Barry Robson General Approach : Solving the Representation and Use of Knowledge for the Real World. Blending Systematically Produced and Unsystematically Existing Information and Synthesizing the Knowledge. The area of our efforts in the support of healthcare and biomedicine is […]

5 years, 10 months ago

2004 to 2017 Convergence of Big Data, Machine Learning, Semantic Web, Graph Analytics, High Performance Computing – All These and Yet Big Data Analytics Sucks

by

2004 – Tim Lee Berner   Semantic Web OWL and RDF introduced to address Semantic Web and also Knowledge Representation. This really calls for BigData technology that was still not ready. https://www.w3.org/2004/01/sws-pressrelease   2006 – Hadoop Apache Hadoop is an open source software framework for storage and large scale processing of data-sets on clusters of commodity […]

6 years, 5 months ago

The BioIngine.com – Deep Learning Comprehensive Statistical Framework – Descriptive to Probabilistic Inference

by

  Given the challenge of analyzing against the large data sets both structured (EHR data) and unstructured data; the emerging Healthcare analytics are around below discussed methods d (multivariate regression), e (neural-net) and f (multivariate probabilistic inference); Ingine is unique in the Hyperbolic Dirac Net proposition for probabilistic inference. The basic premise in engineering The BioIngine.com™ is in acknowledging the […]