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Listar por palabra clave "Lifelong machine learning"

RiuNet: Repositorio Institucional de la Universidad Politécnica de Valencia

Listar por palabra clave "Lifelong machine learning"

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    A knowledge growth and consolidation framework for lifelong machine learning systems 
    Martínez-Plumed, Fernando; Ferri Ramírez, César; Hernández Orallo, José; Ramírez Quintana, María José (IEEE, 2014-12)
    A more effective vision of machine learning systems entails tools that are able to improve task after task and to reuse the patterns and knowledge that are acquired previously for future tasks. This incremental, long-life ...
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    Knowledge acquisition with forgetting: an incremental and developmental setting 
    Martínez Plumed, Fernando; Ferri Ramírez, César; Hernández Orallo, José; Ramírez Quintana, María José (SAGE Publications (UK and US), 2015-10)
    Identifying the balance between remembering and forgetting is the key to abstraction in the human brain and, therefore, the creation of memories and knowledge. We present an incremental, lifelong view of knowledge ...