This review paper provides an overview of data pre-processing in Machine learning,
focusing on all types of problems while building the machine learning problems. It deals with …

Photovoltaic (PV) fault detection and classification are essential in maintaining the reliability
of the PV system (PVS). Various faults may occur in either DC or AC side of the PVS. The …

The key elements that underpin food security require the adaptation of agricultural systems
to support productivity increases while minimizing inputs and the adverse effects of climate …

Abstract Sustainable Development Goals (SDG) are at the forefront of government initiatives
across the world. The SDGs are primarily concerned with promoting sustainable growth via …

In this paper we introduce the current thrust of development in machine learning and
artificial intelligence, fueled by advances in statistical learning theory over the last 20 years …

The age of big data is now coming. But the traditional data analytics may not be able to
handle such large quantities of data. The question that arises now is, how to develop a high …

One of the obstacles hindering the scaling-up of the initial successes of machine learning in
practical engineering applications is the dependence of the accuracy on the size and quality …

Traction batteries constitute a core technology for electric vehicles. The cells used in such
batteries are usually connected in a series-parallel structure. Significant degradation in …

In this study, it was aimed to compare different normalization methods employed in model
develo** process via artificial neural networks with different sample sizes. As part of …

This paper identifies and analyzes salient research frontiers, research hotspots and high-
frequency terms using aggregated and multiple-source literature records related to the topic …