To power the specific recognition and binding of protein partners into functional complexes, a wealth information about structure function is necessarily encoded global shape protein–protein interfaces their local topological features. identify whether this case, study uses convolutional deep learning methods (typically leveraged for 2D image recognition) on 3D voxel representations colored by ...

Let m(r, k) denote the minimum number of edges in an r-uniform hypergraph that is not k-colorable. We give a new lower bound on m(r, k) for fixed k and large r. Namely, we prove that if k 2, then m(r, k) (k)k(r/ln r) . © 2003 Wiley Periodicals, Inc. Random Struct. Alg., 24: 1–10, 2004

We introduce a class of pseudodifferential operators in the anisotropic setting induced by an expansive dilation A which generalizes the classical isotropic class S γ,δ of inhomogeneous symbols. We extend a well-known L -boundedness result to the anisotropic class S δ,δ(A), 0 ≤ δ < 1. As a consequence, we deduce that operators with symbols in the anisotropic class S 1,0(A) are bounded on L p sp...

Some universities may not have enough resources to provide each student with a separate device in the laboratory. When the number of students in the experiment exceeds the number of devices, then the experiment is carried out by some of the students only while the rest remains indifferent to the experiment. Therefore, not all the students can benefit from the experiment. Nowadays remote laborat...

The aim of this paper is twofold: (i) give a large-scale description in realized word-final schwas of French lexical words for different regions (North vs. South) and different speaking styles (read vs. spontaneous speech); (ii) highlight differences in prosodic features and test these differences via automatic classification techniques. The proposed study relies on a subset of 12.5 hours of th...

We study n × n symmetric random matrices H, possibly discrete, with iid abovediagonal entries. We show that H is singular with probability at most exp(−nc), and ‖H−1‖ = O(√n). Furthermore, the spectrum of H is delocalized on the optimal scale o(n−1/2). These results improve upon a polynomial singularity bound due to Costello, Tao and Vu, and they generalize, up to constant factors, results of T...

We demonstrate a dialogue system and the accompanying authoring tools that are designed to allow authors with little or no experience in building dialogue systems to rapidly build advanced question-answering characters. To date seven such virtual characters have been built by non-experts using this architecture and tools. Here we demonstrate one such character, PFC Sean Avery, which was develop...

The research of imbalance data classification is the hot point in the field of data mining. Conventional classifiers are not suitable to the imbalanced learning tasks since they tend to classify the instances to the majority class which is the less important class. This paper pays close attention to the uniqueness of uneven data distribution in imbalance classification problems. Without change ...

In this paper, the implementation of Building Information Modelling (BIM) systems in various selected countries is reviewed to highlight the successful practices in this field. In several situations, BIM was implemented in conjunction with Industry Foundation Classes (IFC) for better integration and interoperability of various components of BIM system. The roles of the public and private sector...

Multidimensional classification has become one of the most relevant topics in view of the many domains that require a vector of class values to be assigned to a vector of given features. The popularity of multidimensional Bayesian network classifiers has increased in the last few years due to their expressive power and the existence of methods for learning different families of these models. Th...