Bruno Limon's repositories
yolo-traffic-mobility
Research project focused on the use of computer vision to model traffic flow and urban mobility
air-quality-analysis
Overview of data analysis, machine learning and visualization techniques for air quality data of a particular geographic area
EPR-model-comparison
EPR (exploration and preferential return) a generative human mobility model used to mimic natural human mobility
patent-analysis
Using data analysis together with NLP techniques to uncover underlying patterns in patent documents to come up with a competitive intelligence strategy
risk-of-business-failure
Statistical analysis of the factors that determine the risk of failure for businesses
short-haul-distribution-problem
Solving a Capacitated Vehicle Routing Problem (CVRP) using Gurobi
distributed-fakenews-detection
Fake News detection using distributed computing with PySpark
human-activity-recognition
A comprehensive overview of data mining and machine learning algorithms on captured motion data
nlp-fake-news
A combination of Natural Language Processing techniques on fake news data regarding the COVID-19 pandemic
linguistic-norm-analysis
Data Mining project on the Glasgow Norms
business-intelligence-project
Business Intelligence Process, starting from cleaning and transforming the raw data, uploading it to a datawarehouse, then with this data, use SSIS to apply ETL and then SSAS to build a MOLAP cube on which MDX querying can be made, as well as connecting Power BI for reporting
ILP-storage-problem
Integer Linear Programming formulation to load a tanker and its compartments with different fuels in the optimal way to satisfy necessary deliveries
logistics-transportation-problem
Using Integer Linear Programming to solve a Network Flow Transportation problem with AMPL modeling language