Currently, the support vector machine (SVM) regarded as one of supervised machine
learning algorithm that provides analysis of data for classification and regression. This …

The main pollinator commercially available, ie Apis mellifera, is now facing a severe
population decrease worldwide due to the so-called Colony Collapse Disorder. Measures to …

Classification of agricultural data such as soil data and crop data is significant as it allows
the stakeholders to make meaningful decisions for farming. Soil classification aids farmers in …

Pollinators play a key role in biodiversity conservation, since they provide vital services to
both natural ecosystems and agriculture. In particular, bees are excellent pollinators; …

Falling is one of the main causes of trauma, disability, and death among older people.
Inertial sensors‐based devices are able to detect falls in controlled environments. Often this …

In this paper we investigated and analyzed the concept of virtual district metered area (DMA)
as the core objective of the research to resolve the current gap and limitations of the actual …

Abstract Support Vector Machines (SVM) are advancing rapidly in the field of machine
learning due to their enhancing performance in categorization and prediction. But it is also …

Kucing merupakan hewan peliharaan yang sering ditemukan di masyarakat. Pemeliharaan
kucing memerlukan perhatian yang besar agar kucing tidak terserang penyakit yang dapat …

The aim of this work is the development of a computationally low-cost scheme for feature
extraction and the implementation of an One-class Support Vector Machine classifier for …

Over the past decade, the demand and research for indoor localization have burgeoned and
Wi-Fi fingerprinting approach has been widely considered because it is cheap and …