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Ponencia
P Systems based Computing Polynomials with Integer Coefficients: Design and Formal Verification
(Xihua University, 2017)
Automatic design of membrane computing models is an im- portant and useful research topic in the area of membrane computing. Following the previous work that a polynomial P system with natural number coefficients, this ...
Ponencia
Combining reservoir computing and variational inference for efficient one-class learning on dynamical systems
(IEEE Computer Society, 2017)
Usually, time series acquired from some measurement in a dynamical system are the main source of information about its internal structure and complex behavior. In this situation, trying to predict a future state or to ...
Ponencia
Semantic Preserving Embeddings for Multi-Relational Graphs
(IEEE Computer Society, 2017)
In this paper a new machine learning approach to the study of Multi-Relational Graphs as semantic data structures is presented. It shows how vector representations that maintain semantic and topological features of the ...