The Cancer Genome Atlas (TCGA) has profiled over 10,000 tumors across 33 different cancer-types for many genomic features, including gene expression levels. Gene expression measurements capture substantial information about the state of each tumor. Certain classes of deep neural network models are capable of learning a meaningful latent space. Such a latent space could be used to explore and ge...

Introduction: According to statistics, 70% of reported rape cases had happened with the willingness female partner, where law enforcement authorities have charged as victim is below 16 years. This study evaluated sexual victimization such females by their partners in relation age gap between couple.Methodology: a descriptive 63 victims assault aged 12 years, presented National Hospital Kandy du...

This essay considers the uncannily persistent figure of the Mechanical Turk, a spectre that haunts medieval theology, early modern theatre and modern philosophy alike. In all three cases, it functions as the mechanical, inhuman antitype of a futurity figured as meaningful and human. These attributes are materialized also in the Renaissance ‘mammet’ or mechanical puppet, an object whose name bea...

This article focuses on a specific moment in recent British theatre history: the late spring of 2021 when theatres reopened after prolonged period closure that had been enforced during first waves Coronavirus pandemic. It considers The HandleBards’ production Romeo and Juliet (performed at York’s Theatre Royal) Shakespeare’s Globe Theatre’s A Midsummer Night’s Dream context unusual time. produc...

We propose using deep learning as the “workhorse” of a cognitive architecture. We show how deep learning can be leveraged to learn representations, such as a hierarchy of analogical schemas, from relational data. This approach to higher cognition drives some desiderata of deep learning, particularly modality independence and the ability to make top-down predictions. Finally, we consider the pro...

The global petroleum system is undergoing an “oil transition,” shifting from conventionally produced petroleum to a suite of substitutes for conventional petroleum (SCPs). This paper describes the Regional Optimization Model for Emissions from Oil Substitutes, or ROMEO, which models this oil transition. ROMEO models the dynamics of the transition to substitutes for oil and the environmental imp...