Streaming Video Classification Using Machine Learning

Video Transcoding Using Machine Learning

Classification of Streaming Fuzzy DEA Using Self-Organizing Map

The classification of fuzzy data is considered as the most challenging areas of data analysis and the complexity of the procedures has been obstacle to the development of new methods for fuzzy data analysis. However, there are significant advances in modeling systems in which fuzzy data are available in the field of mathematical programming. In order to exploit the results of the researches on ...

ASML: Automatic Streaming Machine Learning

Beyond the well-studied problem of scale in Big Data systems, the high velocity at which new data is generated and moved around introduces new challenges. It becomes critical to build systems that can process high speed data efficiently in order to extract useful insights, having access to Big Data is not good unless you can turn it into value. As opposed to typical offline/batch machine learni...

Comparison of Machine Learning Algorithms for Broad Leaf Species Classification Using UAV-RGB Images

Abstract: Knowing the tree species combination of forests provides valuable information for studying the forest’s economic value, fire risk assessment, biodiversity monitoring, and wildlife habitat improvement. Fieldwork is often time-consuming and labor-required, free satellite data are available in coarse resolution and the use of manned aircraft is relatively costly. Recently, unmanned aeria...

Trust Classification in Social Networks Using Combined Machine Learning Algorithms and Fuzzy Logic

Social networks have become the main infrastructure of today’s daily activities of people during the last decade. In these networks, users interact with each other, share their interests on resources and present their opinions about these resources or spread their information. Since each user has a limited knowledge of other users and most of them are anonymous, the trust factor plays an import...