Research & Publications (Google Scholar)
1 – Predicting Popularity of Video Streaming Services with Representation Learning: A Survey and a Real-World Case Study
Summary: It presents a literature review on popularity prediction and a case study applied to video prediction of a streaming service using word embeddings.
2 – Extracting Textual Features from Video Streaming Services Publications to Predict their Popularity
Summary: It presents a methodology for extracting textual features and evaluates their application to predict the popularity of videos from a streaming service.
3 – Metrologia na era do Aprendizado de Máquina
Summary: The short course presented at SBRC 2022 addresses how we can use objective quality service parameters such as latency, throughput, packet loss, and jitter to estimate and predict the quality of user experience using Machine Learning.