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Supporting academic decision making at higher educational institutions using machine learning-based algorithms
(Soft Computing, 2018)
Decisions made by deans and university managers greatly impact the entire academic community as well as society as a whole. In this paper, we present survey results on which academic decisions they concern and the variables ...
Decentralized online simultaneous localization and mapping for multi-agent systems
(Sensors, 2018-08)
Planning tasks performed by a robotic agent require previous access to a map of the environment and the position where the agent is located. This creates a problem when the agent is placed in a new environment. To solve ...
Usage of machine learning for strategic decision making at Higher Educational Institutions
(IEEE Access, 2019)
Decisions made at the strategic level of Higher Educational Institutions (HEIs) affect policies, strategies, and actions that the institutions make as a whole. Decision's structures at HEIs are depicted in this paper and ...
A model-driven approach to generate and deploy videogames on multiple platforms
(Journal of Ambient Intelligence and Humanized Computing, 2017-06)
Currently, videogame development for mobile devices is a highly profitable and competitive industry worldwide. This profitability can be ascribed to the popularity that new technologies such as smartphones and tablets have ...
Adaptive contents for interactive TV guided by machine learning based on predictive sentiment analysis of data
(Soft Computing, 2017-03)
This paper describes a new proposal for interactive television which is an answer to a continuous change in the traditional television as consequence of the inclusion and evolution of the digital social networks, the ...
A personal knowledge management metamodel based on semantic analysis and social information
(Soft Computing, 2018-03)
This article describes the development of a functional architecture for personal knowledge management (PKM), defined from the lessons-learnt concept registered in a mass-use social network analyzed with an algorithm of ...
An artificial neural network approach for predicting hypertension using NHANES data
(Scientific Reports, 2020-12-01)
This paper focus on a neural network classification model to estimate the association among gender, race, BMI, age, smoking, kidney disease and diabetes in hypertensive patients. It also shows that artificial neural network ...
Replacing email protocols with blockchain-based smart contracts
(Cluster Computing, 2020-09)
Email services nowadays are flooded by spam and phishing attacks. Email service providers build their own email filters to protect the final users from such attacks resulting in an overall better experience. However, the ...
JGraphs: A Toolset to Work with Monte-Carlo Tree Search-Based Algorithms
(International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, 2020-12)
Monte-Carlo methods are the basis for solving many computational problems using repeated random sampling in scenarios that may have a deterministic but very complex solution from a computational point of view. In recent ...
Real‐time force doors detection system using distributed sensors and neural networks
(International Journal of Intelligent Systems, 2019-07-22)
Intelligent security systems have evolved enormously in the last few years. Most of these security systems use a group of physics sensors and algorithms for data analysis and communication systems to notify security alarms. ...