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Ignacio Rojas
Researcher at University of Granada
Publications - 334
Citations - 6315
Ignacio Rojas is an academic researcher from University of Granada. The author has contributed to research in topics: Fuzzy logic & Fuzzy control system. The author has an hindex of 36, co-authored 321 publications receiving 5459 citations. Previous affiliations of Ignacio Rojas include ETH Zurich & Helsinki University of Technology.
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Integration of RNA-Seq data with heterogeneous microarray data for breast cancer profiling.
Daniel Castillo,Juan Manuel Galvez,Luis Javier Herrera,Belén San Román,Fernando Rojas,Ignacio Rojas +5 more
TL;DR: A new model to find the gene signature of breast cancer cell lines through the integration of heterogeneous data from different breast cancer datasets, obtained from microarray and RNA-Seq technologies is proposed and its performance was validated using previously unseen samples.
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Serum cytokine profile in patients with pancreatic cancer.
Carolina Torres,Sonia Perales,M.J. Alejandre,J. Iglesias,Rogelio J. Palomino,Miguel Martín,Octavio Caba,Jose Prados,Antonia Aránega,Juan Ramón Delgado,Antonio Irigoyen,Francisco M. Ortuño,Ignacio Rojas,Ana Linares +13 more
TL;DR: A role is proposed for FGF-10/KGF-2, I-TAC/CXCL11, OSM, osteoactivin/glycoprotein nonmetastatic melanoma protein B, and SCF as novel diagnostic biomarkers for gemcitabine and erlotinib response of patients with pancreatic cancer.
Journal ArticleDOI
Blind source separation in post-nonlinear mixtures using competitive learning, Simulated annealing, and a genetic algorithm
Fernando Rojas,Carlos G. Puntonet,Manuel Rodríguez-Álvarez,Ignacio Rojas,Rubén Martín-Clemente +4 more
TL;DR: A new adaptive procedure for the linear and nonlinear separation of signals with nonuniform, symmetrical probability distributions, based on both simulated annealing and competitive learning methods by means of a neural network, and using a multiple linearization in the mixture space is presented.
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mDurance: A Novel Mobile Health System to Support Trunk Endurance Assessment
Oresti Banos,Jose A. Moral-Munoz,Ignacio Diaz-Reyes,Manuel Arroyo-Morales,Miguel Damas,Enrique Herrera-Viedma,Choong Seon Hong,Sungyong Lee,Héctor Pomares,Ignacio Rojas,Claudia Villalonga +10 more
TL;DR: This work presents mDurance, a novel mobile health system aimed at supporting specialists in the functional assessment of trunk endurance by using wearable and mobile devices, and proves the reliability of this system.
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Obtaining Fault Tolerant Multilayer Perceptrons Using an Explicit Regularization
TL;DR: The algorithm presented explicitly adds a new term to the backpropagation learning rule related to the mean square error degradation in the presence of weight deviations in order to minimize this degradation.