The basic principle of Statistical Learning Theory (SLT) essentially coincides with the aims of machine learning in general in that an algorithm is defined which learns a relationship between two sets of data. The first is defined on a d-dimensional input space and denoted x̲, the second is...
Wolff, J. G. (1975). An Algorithm for the Segmentation of an Artificial Language Analogue. British Journal of Psychology 66 : 79–90. Copy: www.informatics.bangor.ac.uk/~gerry/lang_learn.html#wolff_1975.Wolff.J.G.: An Algorithm for the Segmentation of an Artificial Language analogue. ...
Peer-to-peer marketing has moved onto a number of digital platforms popular with teens. Google's YouTube, for example, introduced its new “buzz targeting” product, based on an algorithm that monitors viewing trends and predicts which videos are about to “go viral.” By examining several fa...
The biologically inspired metaheuristic algorithm obtains the optimal solution by simulating the living habits or behavior characteristics of creatures in nature. It has been widely used in many fields. A new bio-inspired algorithm, Aphids Optimization A
This paper presents a precise definition of qualitative structure and behavior descriptions as abstractions of differential equations and continuously differentiable functions. The authors present a new algorithm for qualitative simulation that generalizes the best features of existing algorithms, and allows ...
In this section, some computational experiments are presented. Initially, a set of instances with data from AEPPBE is solved using the Period-based heuristic. Then, simulated instances are constructed based on the real-world data to test the solution approach determined by Algorithm 1. This is ...
An algorithm was developed to assign GRADE levels of evidence to comparisons within systematic reviews. J Clin Epidemiol. 2016;70:106–10. Article PubMed PubMed Central Google Scholar Sallows GO, Graupner TD. Intensive behavioral treatment for children with autism: four-year outcome and ...
we can be involved at the stage of value definition but we engineers and developers should not be decision makers on what they should be. In addition, some values are now enshrined in legal requirements. This argues further that value definition should be disentangled from algorithm and model de...
A Quantum Algorithm refers to the use of quantum mechanical principles to carry out computational tasks or calculations. It includes algorithms such as Shor's algorithm, Grover's algorithm, Deutsch-Jozsa algorithm, Simon's algorithm, and Bernstein-Vazirani algorithm, which provide exponential or quadra...
DES: the designer, who is responsible for building the architecture and to realize the software design (component decomposition, predeveloped component reuse, algorithm descriptions, etc.); – IMP: the implementer, who is charged to go from the design (description of algorithms and structural compon...