When DARPA formulated the XAI program, it envisioned three broad strategies to improve explainability, while maintaining a high level of learning performance, based on promising research at the time (figure 2): deep explanation, interpretable
models, and model induction.
Before that occurs however, and as costs of NGS technology continues to drop and ease of use increases, we may reach a situation where the most complete and interpretable
genomic picture is obtained by capturing both a WGS and a paired tissue-relevant WES.
The proposed approach from this paper analyses the possibility to use PCA dimensionality reduction technique that can produce a more interpretable
However, the learned representations of images are entangled and barely interpretable
because each dimension in distributed representations does not have a specific meaning.
Furthermore, MTRTs explain dependencies between different variables  and are more interpretable
than several STRTs .
Lango was passed in 2015 over the strong objections of NGOs, who felt that its provisions - including one stipulating that all organisations remain 'neutral' - were broadly interpretable
and could be used to curtail groups' activities and stifle legitimate criticisms.
His colorful artwork is abstract in nature and highly interpretable
, uniquely combining elements of western and eastern artwork to create a new contemporary experience.
subjunctive mood alteration, the acquisition of past forms, the acquisition of interpretable
and uninterpretable features, and the production of cleft sentences and restrictive relative clauses in children with dyslexia.
Helios, part of Instart Logic's AppShield family of end-to-end security solutions, uses artificial intelligence, interpretable
machine learning, and automation to discover subtle web breaches hidden in billions of applications logs that have been nearly impossible for humans to detect using traditional security technologies.
Guidelines from the European Association for the Study of Liver diseases (5) (EASL) have been updated September 2016; EASL panel state that if RAS testing is accessible, reliable and interpretable
, then testing for baseline RAS for HCV genotypes 1a, 4, 5 and 6 will help to decide on extending treatment duration and adding RBV for any of the SOF and ledipasvir (LDV), SOF and daclatasvir (DCV) combinations, and as AASLD for GZR/EBR for genotype la.
IntegraGen (Paris: LINT), a company specialising in the decoding of the human genome and performing interpretable
genomic analyses for academic and private laboratories and a developer of diagnostic tools in oncology, on Monday reported that unaudited sales revenues for 2016 were EUR6,022m.
Surface specific stories that would support the practice of corporate values and make them easily interpretable
and doable through real work life applications.