In this paper we address the problem of introducing semantics into Deep Web. Our main contribution is an annotation-based model for semantic, unified access to heterogeneous Deep Web sources. We discuss the problem of source navigation and semantics modeling, introduce personalized views on the ontology and demonstrate their use for navigation and extraction of Deep Web data.

The role of auditory features in deep learning approaches Angel Mario Castro Martinez, Niko Moritz , Bernd T. Meyer 1 Department für medizinische Physik und Akustik, Exzellenzcluster Hearing4all, Carl von Ossietzky Universität Oldenburg, Germany 2 Fraunhofer IDMT Hearing, Speech and Audio Technology, Oldenburg, Germany [email protected], [email protected], bernd.meyer@u...

The studied area includes Sulaimani, Erbil and Dohuk Governorates where Cretaceous rocks are well exposed in the High Folded Zone of North and Northeastern Iraq. This area is part of the northwestern boundary of Arabian platform near to Iranian border. In these governorates, the study tries to clarify the relations between deep and shallow stratigraphic units (formation or facies) during Cretac...

Since the advent of deep learning, it has been used to solve various problems using many different architectures. The application of such deep architectures to auditory data is also not uncommon. However, these architectures do not always adequately consider the temporal dependencies in data. We thus propose a new generic architecture called the Deep Belief Network Bidirectional Long ShortTerm ...

introduction: parkinson’s disease is one of the most disabling diseases which by electrode implantation and stimulation of subthalamic nucleus (stn), much progress has been made in the treatment of drug resistant patient. this new method of neurosurgery may have some neuropsychological side effects on the patients. the main aim of this study is to evaluate the effects of this kind of treatment ...

purpose: to assess parameters that had a capability of influencing the rate of big bubble formation during deep anterior lamellar keratoplasty (dalk) in keratoconus. methods: a total of 290 consecutive eyes from 257 patients with keratoconus that underwent dalk using the big-bubble technique were enrolled. the influence of patient age and sex, family history of keratoconus, history of contact l...

purpose: to compare the clinical outcomes following deep anterior lamellar keratoplasty (dalk) for keratoconic patients with vernal keratoconjunctivitis (vkc) and without vkc. methods: in this retrospective comparative study, the records for 262 eyes with keratoconus only (group 1) and 28 keratoconic eyes with vkc (group 2) that underwent dalk were complied. the parameters reviewed included the...