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 ...
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 ...