A Distributed Denial of Service (DDoS) attack is a type cyber-attack that attempts to interrupt regular traffic on targeted server by overloading the target. The system under DDoS remains occupied with requests from bots rather than providing service legitimate users. These kinds attacks are complicated detect and increase day day. In this paper, machine learning algorithm employed classify nor...

The traffic surveillance system is a type of intelligent control. Traffic control provides solutions to most problems faced by people. It helps monitor, detect congestion and accidents. As science evolved, it became possible using video surveillance. Video the economical option that does not involve high costs or changes in infrastructure. Vehicle detection one main parts system. In this paper,...

Tuberculosis is one of the top reasons death all over planet. Mycobacterium tuberculosis, bacteria that infects lungs, what causes it. For professionals working in medical field, accurately identifying and timely predicting tuberculosis are major challenges. The course treatment also varies from patient to since occasionally a develops drug resistance. Doctors will be given algorithmic support ...

Text preprocessing is a common task in machine learning applications that involves hand-labeling sets. Although automatic and semi-automatic annotation of text data growing field, researchers need to develop models use resources as efficiently possible for task. The goal this work was learn faster with fewer resources. In paper, the combination active transfer examined purpose developing an eff...

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• So far we have seen supervised learning (of classification): – learning based on a training set where labelling of instances represents the target (categorisation) function – classifier implements an approximation of the target funtion – outcome: a classification decision • Unsupervised learning: – learning based on unannotated instances; – outcome: a grouping of objects (instances and groups...

Critical thinking is considered important in the field of education due to its possible effects on language learning. Therefore, the reasons behind the success and failure of language learners have provoked researchers to examine different aspects of the language learning process. Moreover, improving learners’ critical thinking ability in the course of learning will enable students to rely on t...