STELLAEducation and Information Technologies - Cloud computing is the next generation of on-demand information technology services and products that deliver various applications over the Internet. Cloud...Badie, NasrinAzman Hashim International Business School, Universiti Teknologi Malaysia, Johor Bahru, ...
False alarms that are issued too frequently reduce the trust of decision-makers in the algorithm, and lead to avoidable negotiations that tie up the resources and decrease the credibility of the supplier. The AUC serves as a cutoff-independent metric to compare the quality of different models ...
Among the used models which are Prophet, Auto-Regressive Integrated Moving Average (ARIMA), Simple Linear Regression, Polynomial Regression, Support Vector Regression, Decision Tree Regression, and Random Forest Regression, the most precise model was the Prophet with the highest R-Squared score of ...
The algorithm uses a MLP, where the output of each neuron depends on the output of all neurons in the previous layer. This technique is frequently applied in classification and regression problems. Decision Tree (DT): It is a technique that is widely used because of its easy visualisation. ...
The outcomes of this research can be used by decision-makers to predict the operative and long-term impacts of epidemic outbreaks on the SCs and develop pandemic SC plans. The rest of this paper is organized as follows. In Section 2, we analyse literature on SC risks with a focus on ...
This ultimately may inform decision- makers about the actual effectiveness of the legislation in place, namely, the GB Invasive Non-Native Species Strategy and Regulation (EU) No 1143/2014, and in particular, the provisions of Art. 17 and Art. 24 on the effectiveness of early eradication ...
Worldwide, government leaders and decision makers are implementing policies to deliver health care services using technology and more so in response to the novel COVID-19 pandemic. It is now becoming increasingly important to understand how established and emerging IoT technologies can support health ...
Our approach and methodology can further be incorporated into a decision support system or integrated with a legacy system along with exploratory visual analytics tools62to be safely shared and used by various organizations including banks and financial institutions. Risk analysts and decision makers can...
Statistical analysis using experimental sensor data can aid in forecasting experiments and reduce maintenance costs, but predictive modeling alone may not offer actionable insights for decision-makers. While understanding that predictive models are crucial for prediction and decision-making, integrating them ...
Researchers and decision-makers can use a WQI to understand the overall quality of water resources. Predicting the WQI is necessary for the development of early warning systems, management of water resources, and protection of the environment (Rezaie-Balf et al., 2020). There are many factors ...