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Now showing items 1-11 of 11
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Analysis of CO 2 emissions and energy consumption by sources in MENA countries: evidence from quantile regressions
(Springer, 2021-03)The development of economies and energy usage can significantly impact the carbon dioxide (CO2) emissions in the Middle East and North Africa (MENA) countries. Therefore, this study aims to analyze the factors that determine ... -
Classification of organic and conventional olives using convolutional neural networks
(Springer, 2021)This paper presents a convolutional neural network (CNN) to classify between the conventionally and organically cultivated Memecik varieties of green olives. The image forming method called the rising paper chromatography ... -
Data analytics for quality management in Industry 4.0 from a MSME perspective
(Springer, 2021)Advances in smart technologies (Industry 4.0) assist managers of Micro Small and Medium Enterprises (MSME) to control quality in manufacturing using sophisticated data-driven techniques. This study presents a 3-stage model ... -
An Exploratory State-of-the-Art Review of Artificial Intelligence Applications in Circular Economy using Structural Topic Modeling
(Springer, 2021)The world is moving into a situation where resource scarcity leads to an increase in material cost. A possible way to deal with the above challenge is to adopt Circular Economy (CE) concepts to make a close loop of material ... -
Hybrid models for suspended sediment prediction: optimized random forest and multi-layer perceptron through genetic algorithm and stochastic gradient descent methods
(Springer, 2021)Owing to the nonlinear and non-stationary nature of the suspended sediment transport in rivers, suspended sediment concentration (SSC) modeling is a challenging task in environmental engineering. Investigation of SSC is ... -
Impact of agri-fresh food supply chain quality practices on organizational sustainability
(Springer, 2021)The aim of this paper is to present empirical evidence about the relationship between Agri-fresh Food Supply Chain Quality (AFSCQ) practices and Organizational Sustainability (OS) outcomes. Organizational Sustainability ... -
New CNN and hybrid CNN-LSTM models for learning object manipulation of humanoid robots from demonstration
(Springer, 2021)As the environments that human live are complex and uncontrolled, the object manipulation with humanoid robots is regarded as one of the most challenging tasks. Learning a manipulation skill from human Demonstration (LfD) ... -
Regression models for sediment transport in tropical rivers
(Springer, 2021-05)The investigation of sediment transport in tropical rivers is essential for planning effective integrated river basin management to predict the changes in rivers. The characteristics of rivers and sediment in the tropical ... -
The role of intentionality in perceiving terrorism as a more important problem than traffic accidents
(Springer, 2021)We hypothesized that perceived intentionality is one of the factors explaining why terrorism is perceived to be a more important problem than traffic accidents. In Study 1, we conducted an experiment on a large Turkish ... -
Urmia lake water depth modeling using extreme learning machine-improved grey wolf optimizer hybrid algorithm
(Springer, 2021)Lake water level changes are relatively sensitive to the climate-born events that rely on numerous phenomena, e.g., surface soil type, adjacent groundwater discharge, and hydrogeological situations. By incorporating the ... -
Workplace Aggression Profiles and Diverse Emotional Responses: Evidence from Pakistan
(Springer, 2021)Because of the lack of direct measurements, our understanding of different forms of aggression in organizations is still very limited. As such, there has been increasing calls for going beyond the existing theoretical ...
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