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A deep learning approach for sentiment analysis in Spanish Tweets
(Springer Verlag, 2018)
Sentiment Analysis at Document Level is a well-known problem in Natural Language Processing (NLP), being considered as a reference in NLP, over which new architectures and models are tested in order to compare metrics that ...
Spectral analysis and the dynamic response of complex networks
(American Physical SocCollege PkEUA, 2005)
Automatic Identification of Interictal Epileptiform Discharges with the Use of Complex Networks
(Springer, 2019-01-01)
The identification of Interictal Epileptiform Discharges (IEDs), which are characterized by spikes and waves in electroencephalographic (EEG) data, is highly beneficial to the automated detection and prediction of epileptic ...
Inferring modes of transportation using mobile phone data
(2018)
Cities are growing at a fast rate, and transportation networks need to adapt
accordingly. To design, plan, and manage transportation networks, domain experts
need data that reflect how people move from one place to ...
A heuristic for the OD matrix adjustment problem in a congested transport network
(Elsevier Science, 2015-05)
We study the Demand Adjustment Problem (DAP) associated to the urban traffic planning. The framework for the formulation of the DAP is mathematical programming with equilibrium constraints. In particular, if we consider ...
ACTIVE NETWORKS THAT MAXIMIZE THE AMOUNT OF INFORMATION TRANSMISSION
(WORLD SCIENTIFIC PUBL CO PTE LTDSINGAPORE, 2012)
This work clarifies the relationship between network circuit (topology) and behavior (information transmission and synchronization) in active networks, e. g. neural networks. As an application, we show how to determine a ...
Mathematical modeling in genetic networks: Relationships between the genetic expression and both chromosomic breakage and positive circuits
(2003)
The genome has evolved since a primitive genome until the present state of the human genome dispatched along the 23 pairs of chromosomes. This evolution has been ruled by the mutation process and also by the physiological ...