This paper discusses an experience with programming courses using identification and formal representation of programming schemas and their potential for automatic analysis. A relation with Bloom’s taxonomy has been used to support the classification of these schemas. We intend to use these tools for classification as well as feedback routing with respect to source code produced by programming ...

To make the problem of multi-label classification with many classes more tractable, in recent years academia has seen efforts devoted to performing label space dimension reduction (LSDR). Specifically, LSDR encodes high-dimensional label vectors into low-dimensional code vectors lying in a latent space, so as to train predictive models at much lower costs. With respect to the prediction, it per...

In recent years, the number of papers on Alzheimer’s disease classification has increased dramatically, generating interesting methodological ideas on the use machine learning and feature extraction methods. However, practical impact is much more limited and, eventually, one could not tell which of these approaches are the most efficient. While over 90% of these works make use of ADNI an object...

Objective: Systematic software defect documentation is an essential part of software development process models as a means of early identification of patterns in defect inflow. Such documentation, however, may often be a tedious task requiring analysis work in addition to what is necessary to resolve the issue. Furthermore, generic defect documentation approaches often have a strong focus on so...

PURPOSE To assess whether the asymmetry in the peripapillary retinal nerve fiber layer (pRNFL) thickness between superior and inferior hemispheres on optical coherence tomography (OCT) is useful for early detection of glaucoma. MATERIALS AND METHODS The patient population consisted of Training set (a total of 60 subjects with early glaucoma and 59 normal subjects) and Validation set (30 subje...

‎‎a natural generalization of two dimensional cyclic code ($t{tdc}$) is two dimensional skew cyclic code‎. ‎it is well-known that there is a correspondence between two dimensional skew cyclic codes and left ideals of the quotient ring $r_n:=f[x,y;rho,theta]/_l$‎. ‎in this paper we characterize the left ideals of the ring $r_n$ with two methods and find the generator matrix for two dimensional s...

In this note, we report the classification of all symmetric 2-(36, 15, 6) designs that admit an automorphism order 2 and their incidence matrices generate extremal ternary self-dual code. It is shown up to isomorphism, there exists only one such design, having a full group 24, code spanned by its matrix equivalent Pless symmetry