Marlon Piñeres Melo

Orcid: 0000-0002-1858-2083

According to our database1, Marlon Piñeres Melo authored at least 33 papers between 2017 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Bibliography

2024
Machine Learning Applied to the Analysis of Prolonged COVID Symptoms: An Analytical Review.
Informatics, 2024

Machine Learning and AI Approaches for Analyzing Diabetic and Hypertensive Retinopathy in Ocular Images: A Literature Review.
IEEE Access, 2024

Comparative Evaluation of Classification Techniques for Predicting Risk and Recurrene of Thyroid Disorders.
Proceedings of the Advances in Swarm Intelligence, 2024

Heart Failure Mortality Prediction: A Comparative Study of Predictive Modeling Approaches.
Proceedings of the Advances in Swarm Intelligence, 2024

Improving the Accuracy of Predictive Models in Imbalanced Lung Cancer Data.
Proceedings of the Advances in Swarm Intelligence, 2024

2023
Prediction based cost estimation technique in agile development.
Adv. Eng. Softw., 2023

Evaluating Techniques Based on Supervised Learning Methods in Casas Kyoto Dataset for Human Activity Recognition.
Proceedings of the Computer Information Systems and Industrial Management, 2023

2022
Human Activity Recognition Data Analysis: History, Evolutions, and New Trends.
Sensors, 2022

A software-based cost estimation technique in scrum using a developer's expertise.
Adv. Eng. Softw., 2022

Intelligent Multi-tariff Payment Collection System for Inter-Municipal Buses in the Department of Atlántico - Colombia.
Proceedings of the Intelligent Human Computer Interaction, 2022

2021
SISME, Estuarine Monitoring System Based on IOT and Machine Learning for the Detection of Salt Wedge in Aquifers: Case Study of the Magdalena River Estuary.
Sensors, 2021

Machine Learning approach applied to Human Activity Recognition - An application to the VanKasteren dataset.
Proceedings of the 18th International Conference on Mobile Systems and Pervasive Computing (MobiSPC 2021) / The 16th International Conference on Future Networks and Communications (FNC-2021) / The 11th International Conference on Sustainable Energy Information Technology, 2021

GlyphReader App: A support game for the application of the Orton- Gillingham Method with DataMining Techniques.
Proceedings of the 18th International Conference on Mobile Systems and Pervasive Computing (MobiSPC 2021) / The 16th International Conference on Future Networks and Communications (FNC-2021) / The 11th International Conference on Sustainable Energy Information Technology, 2021

Strengthening the teaching of the narrative genre: story and fable in primary school children in the Department of Magdalena - Colombia. A commitment to the use of ICT Games and BayesianLogisticRegression.
Proceedings of the 18th International Conference on Mobile Systems and Pervasive Computing (MobiSPC 2021) / The 16th International Conference on Future Networks and Communications (FNC-2021) / The 11th International Conference on Sustainable Energy Information Technology, 2021

Real-time monitoring system for the detection of saline wedge in the Magdalena River- Colombia.
Proceedings of the 18th International Conference on Mobile Systems and Pervasive Computing (MobiSPC 2021) / The 16th International Conference on Future Networks and Communications (FNC-2021) / The 11th International Conference on Sustainable Energy Information Technology, 2021

Multilayer Perceptron Applied to the IOT Systems for Identification of Saline Wedge in the Magdalena Estuary - Colombia.
Proceedings of the Computer Information Systems and Industrial Management, 2021

2020
Unsupervised Human Activity Recognition Using the Clustering Approach: A Review.
Sensors, 2020

Method Based on Data Mining Techniques for Breast Cancer Recurrence Analysis.
Proceedings of the Advances in Swarm Intelligence - 11th International Conference, 2020

Aula Touch Game: Digital Tablets and Their Incidence in the Development of Citizen Competences of Middle Education Students in the District of Barranquilla-Colombia.
Proceedings of the Advances in Swarm Intelligence - 11th International Conference, 2020

Machine Learning Approach Applied to the Prevalence Analysis of ADHD Symptoms in Young Adults of Barranquilla, Colombia.
Proceedings of the Computer Information Systems and Industrial Management, 2020

Implementation of a wireless system architecture of conductivity temperature and pressure sensors for support the identification of the salt wedge and its impact on safety Maritime in estuary of the Magdalena River - A case study.
Proceedings of the 11th International Conference on Ambient Systems, 2020

Monitoring system of environmental variables for a strawberry crop using IoT tools.
Proceedings of the 11th International Conference on Ambient Systems, 2020

Internet of Things applied to Aquifer Monitoring Systems: A survey.
Proceedings of the 11th International Conference on Ambient Systems, 2020

Teleagro's Telecommunications Architecture - Georeferencing and Detection of Bovine Cattle Zeal.
Proceedings of the 11th International Conference on Ambient Systems, 2020

2019
Teleagro: Software Architecture of Georeferencing and Detection of Heat of Cattle.
Proceedings of the Applied Computer Sciences in Engineering, 2019

SSwWS: Structural Model of Information Architecture.
Proceedings of the Advances in Swarm Intelligence - 10th International Conference, 2019

Parkinson Disease Analysis Using Supervised and Unsupervised Techniques.
Proceedings of the Advances in Swarm Intelligence - 10th International Conference, 2019

Enkephalon - Technological Platform to Support the Diagnosis of Alzheimer's Disease Through the Analysis of Resonance Images Using Data Mining Techniques.
Proceedings of the Advances in Swarm Intelligence - 10th International Conference, 2019

WSIA: Web Ontological Search Engine Based on Smart Agents Applied to Scientific Articles.
Proceedings of the Advances in Swarm Intelligence - 10th International Conference, 2019

Glyph Reader App: Multisensory Stimulation Through ICT to Intervene Literacy Disorders in the Classroom.
Proceedings of the Intelligent Human Computer Interaction - 11th International Conference, 2019

Cyclon Language First Grade App: Technological Platform to Support the Construction of Citizen and Democratic Culture of Science, Technology and Innovation in Children and Youth Groups.
Proceedings of the Intelligent Human Computer Interaction - 11th International Conference, 2019

Teleagro: IOT Applications for the Georeferencing and Detection of Zeal in Cattle.
Proceedings of the Computer Information Systems and Industrial Management, 2019

2017
Cardiovascular Disease Analysis Using Supervised and Unsupervised Data Mining Techniques.
J. Softw., 2017


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