The software process is the way we produce software. It incorporates the methodology with its underlying software life-cycle model and techniques, the tools we use, and most important of all, the individuals building the software. Different organizations have different software processes. Regardless of...
A task has five major features: A)meaning is primary; B)learners are not given other people’s meaning to regurgitate; C)there is some sort of relationship to comparable real- world activities; D)task completion has some priority; E)the assessment of the task is in terms of outcome. Thes...
If you know statistics, you probably have heard of linear regression before. Least squares is a method for performing linear regression. You can think of linear regression as the task of fitting a straight line through a set of points. There are multiple possible strategies to do this, and ...
As machine learning (ML) continues to advance in the field of materials science, the variation in strategies for the same steps of the ML workflow becomes increasingly significant. These details can have a substantial impact on results, yet they have not
Vlachokostas23 confirmed the regression model by using multiple stepwise regression analysis to find a significant statistical relationship between C6H6 and CO. Gunasekar et al.24 developed a new hybrid model for air quality prediction, optimizing the residual error of ARIMA by the LSTM algorithm. ...
Interpreting the results of high-throughput experiments, such as those obtained from DNA-microarrays, is an often time-consuming task due to the high number of data-points that need to be analyzed in parallel. It is usually a matter of extensive testing and unknown beforehand, which of the po...
task, there are often few or no slot annotation corpus. How to use the annotated corpus of one or more existing tasks (source task) to train the slot filling model in the new task (target task), which is very important for the task The rapid expansion of the application of the type ...
A service composition is a coordinated aggregate of services that have been assembled to provide the functionality required to automate a specific business task or process [2]. SOA advocates that any service is expected to be capable of participating as an effective composition member. This is show...
of QED at higher orders of perturbation theory at the turn of the 1960s and 1970s. Moreover, they brought about significant changes in the practices associated with Feynman diagram computations. This last point is then examined through an analysis of the critical assessment made at this time ...
Reservoir Computing has emerged as a practical approach for solving temporal pattern recognition problems. The procedure of preparing the system for pattern recognition is simple, provided that the dynamical system (reservoir) used for computation is com