ngress@tec.mx
selected publications
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academic article in scopus
- Supervised machine learning predictive analytics for alumni income. Journal of Big Data. 9. 2022
- Metaheuristics in the humanitarian supply Chain. Algorithms. 14. 2021
- Estimating occupancy levels in enclosed spaces using environmental variables: A fitness gym and living room as evaluation scenarios. Sensors. 20:1-21. 2020
- Robust parking block segmentation from a surveillance camera perspective. Applied Sciences (Switzerland). 10. 2020
- Research collaboration recommendation for universities based on data science 2018
- Prediction Learning Model for Soccer Matches Outcomes 2018
- Review of the Principal Indicators and Data Science Techniques Used for the Detection of Financial Fraud and Money Laundering 2017
- Socio-Demographic Factors and Data Science Methodologies in Type 2 Diabetes Mellitus Analysis 2017
- Scalability of multiclass simulation of spiking neural networks on GPUs 2015
- Quadratic optimization fine tuning for the Support Vector Machines learning phase. Expert Systems with Applications. 41:886-892. 2014
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chapter
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chapter in scopus
- Early Anomalous Vehicular Traffic Detection Through Spectral Techniques and Unsupervised Learning Models. Lecture Notes in Computer Science. 162-175. 2019
- Predictive analytics with factor variance association. Lecture Notes in Computer Science. 346-359. 2019
- Molecular docking based on Ligand by complexity LMC. Lecture Notes in Computer Science. 425-436. 2017
- Pattern recognition with spiking neural networks. Lecture Notes in Computer Science. 279-288. 2013
- Generation and exploitation of semantic information using an epidemiological relational database as a primary source of information. Lecture Notes in Computer Science. 446-457. 2013