Extreme learning machine (ELM) as a neural network algorithm has shown its good performance, such as fast speed, simple structure etc, but also, weak robustness is an unavoidable defect in original ELM for blended data. We present a new machine learning framework called “LARSEN-ELM” for overcoming this problem. In our paper, we would like to show two key steps in LARSEN-ELM. In the first step, ...

We modelled the flow of the Larsen C and northernmost Larsen D ice shelves, Antarctic Peninsula, using a model of continuum mechanics of ice flow, and applied a fracture criterion to the simulated velocities to investigate the ice shelf’s present-day stability. Constraints come from satellite data and geophysical measurements from the 2008/09 austral summer. Ice-shelf thickness was derived from...

Our interest is in the cumulative probabilities Pr(L(t) ≤ l) for the maximum length of increasing subsequences in Poissonized ensembles of random permutations, random fixed point free involutions and reversed random fixed point free involutions. It is shown that these probabilities are equal to the hard edge gap probability for matrix ensembles with unitary, orthogonal and symplectic symmetry r...

Larsen syndrome is a rare genetic disorder that affects the connective tissue within body. The present narrative review aims to examine basis of syndrome, clarify its symptoms, and define all existing therapeutic approaches. A comprehensive search was performed in PubMed database. Inclusion criteria considered molecular clinical studies, management surgical treatment related deformities, case r...

During the past few decades, social and behavioral sciences experienced a proliferation of vibrant research communities, leading to a rapid accumulation of theories, articles, and constructs (Lee et al. 2004; Straker 2008). Many efforts have been dedicated to exploration and integration of this large network of behavioral research data. For example, the inter-nomological network, a construct se...

The Seal Nunataks ice shelf (SNIS, ∼743 km in 2013) is an unofficial name for a remnant area between the former Larsen A and Larsen B ice shelves off the northeastern Antarctic Peninsula. Analyses using Landsat 7 ETM+ and Terra ASTER images from 2001 to 13 and ICESat altimetry from 2003 to 09 show it has retreated and thinned following the Larsen A (1995) and Larsen B (2002) disintegrations. De...