Alogrithms Research Papers - Academia.edu (original) (raw)

Bagging and Voting are both types of ensemble learning, which is a type of machine learning where multiple classifiers are combined to get better classification results. This paper presents an experimental comparison of Bagging and Voting... more

Bagging and Voting are both types of ensemble learning, which is a type of machine learning where multiple classifiers are combined to get better classification results. This paper presents an experimental comparison of Bagging and Voting ensemble machine learning algorithms. The iris dataset which has 150 data instances and 5 attributes was used to conduct the experiment. It was observed that bagging is a better ensemble learning algorithm than voting based on the experimental data used for classification.

The present essay aspires to constitute a theoretical contribution to the wider field of study of digital capitalism’s structures. Having the thesis that the most fruitful cataloguing of the cognitive object’s characteristics goes through... more

The present essay aspires to constitute a theoretical contribution to the wider field of study of digital capitalism’s structures. Having the thesis that the most fruitful cataloguing of the cognitive object’s characteristics goes through an attempt of holistic description as a starting point, what constitutes both a desideratum and a methodological choice is the examination of digital capitalism’s main pillars’ function; in this light, apart from a presentation of the historical development and function of the platform, the essay deals with the analysis of the concepts of algorithms and Big Data and – since this is a prerequisite for such a theoretical elaboration – enters the discussion regarding the role, semantic concept and social evaluation of technology. Simultaneously, it seeks to focus not exclusively on the practical function of the described structures, but also on the discourse that surrounds their usage and define their social reception. The analysis that this current project aspires to provide also flows into the discussion about the formation and behavior of the consumer subject; in relation to this discussion, the essay seeks to highlight the potentially formative role of the complex consisting of the effects of the technical structures, on the one hand, and the discourse that surrounds their function, on the other. Therefore, given the specific aim, we choose to examine the way in which the architecture of digital capitalism’s structures is set in motion in the example of the Netflix platform, as it is considered that the latter is suitable for drawing conclusions regarding the compositional effect of the above structures, not only due to its popularity but mainly because, in this example, it’s possible to highlight -in their interrelation- the structures analyzed throughout this essay.

Robots are widely used in various fields of production. These complex technical devices are able to facilitate the work of man. Among the varieties of robots, it is necessary to highlight mobile robots. The ability to move expands the... more

Robots are widely used in various fields of production. These complex technical devices are able to facilitate the work of man. Among the varieties of robots, it is necessary to highlight mobile robots. The ability to move expands the ability of robots to perform more complex tasks. The basis of mobile robots is their navigation system. Such a system consists of various algorithms that ensure the fulfillment of tasks. Among these algorithms, it is worth highlighting: robot control when avoiding obstacles, finding a directional path, general robot motion control. These issues are considered in this paper.