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    Article

    Large-scale response-aware online ANN search in dynamic datasets

    Similarity search is a key operation in content-based multimedia retrieval (CBMR) applications. Online CBMR applications, which are the focus of this work, perform a large number of search operations on dynami...

    Guilherme Andrade, Willian Barreiros Jr., Leonardo Rocha in Cluster Computing (2024)

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    Chapter and Conference Paper

    Recognizing Emotions from Voice: A Prototype

    Over time, the interaction between humans and machines has become increasingly important for both personal and commercial use. As technology continues to permeate various aspects of our lives, it is essential ...

    Manuel Rodrigues, Guilherme Andrade in Distributed Computing and Artificial Intel… (2023)

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    Chapter and Conference Paper

    A Survey on the Semi Supervised Learning Paradigm in the Context of Speech Emotion Recognition

    The area of Automatic Speech Emotion Recognition has been a hot topic for researchers for quite some time now. The recent breakthroughs on technology in the field of Machine Learning open up doors for multiple...

    Guilherme Andrade, Manuel Rodrigues, Paulo Novais in Intelligent Systems and Applications (2022)

  4. Chapter and Conference Paper

    Evaluating Dynamic Scheduling of Tasks in Mobile Architectures Using ParallelME Framework

    Recently we observe that mobile phones stopped being just devices for basic communication to become providers of many applications that require increasing performance for good user experience. Inside today’s m...

    Rodrigo Carvalho, Guilherme Andrade, Diogo Santana in Computational Science – ICCS 2018 (2018)

  5. Chapter and Conference Paper

    ParallelME: A Parallel Mobile Engine to Explore Heterogeneity in Mobile Computing Architectures

    Following the evolution of desktops, mobile architectures are currently witnessing growth in processing power and complexity with the addition of different processing units like multi-core CPUs and GPUs. To fa...

    Guilherme Andrade, Wilson de Carvalho, Renato Utsch in Euro-Par 2016: Parallel Processing (2016)