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05. Research_Papers

Academic publications and research contributions to the scientific community.

A Smart System for Detecting High-Risk Areas of Epidemic Spread

2025 12th IFIP International Conference on New Technologies, Mobility and Security (NTMS)

2025

Published in IEEE, pp. 292-299. A smart geospatial system for detecting and mapping high-risk areas of epidemic spread using real-time data analysis.

IEEEResearchGeospatialEpidemiologyRecommender System

Development of a therapeutic recommendation system for osteoarthritis of the knee

Master's Degree Final Project

2024

Development of a decision support system for the management of osteoarthritis of the knee in order to reduce unnecessary hospitalizations, performed in collaboration with a team of rheumatologists and physiotherapists.

Master's ThesisResearchAcademicRecommender SystemMachine LearningData Science

Solving the LCS Problem Using the Genetic Algorithm

Academic Project

2024

Solving the Longest Common Subsequence problem using the approximation genetic algorithm and benchmarking the results to evaluate the performance.

OptimizationPythonResearchAlgorithmLCSGenetic Algorithm

Sequence Alignment: Parallelizing Smith-Waterman Algorithm

Research Project

2024

Implementation and optimization of the Smith-Waterman algorithm for local sequence alignment using parallel computing techniques to improve performance.

Parallel ComputingBioinformaticsAlgorithmsOptimization

Big Data Analysis and Processing with Apache Spark

Academic Project

2024

A comprehensive project focused on large-scale data processing and analysis using Apache Spark, exploring distributed computing patterns and performance tuning.

Apache SparkBig DataDistributed SystemsScala/Python

Advanced Data Mining Techniques and Applications

Technical Report

2024

Analysis and implementation of various data mining algorithms for pattern recognition, clustering, and predictive modeling on diverse datasets.

Data MiningMachine LearningData AnalysisPython