Search results for "Davide Anguita"

Hits ?▲	Authors	Title	Venue	Year	Link
1	Davide Anguita, Luca Carlino, Alessandro Ghio, Sandro Ridella	A FPGA Core Generator for Embedded Classification Systems.	Journal of Circuits, Systems, and Computers	2011	DBLP DOI BibTeX RDF
1	Davide Anguita, Alessandro Ghio, Sandro Ridella	Maximal Discrepancy for Support Vector Machines.	Neurocomputing	2011	DBLP DOI BibTeX RDF
1	Davide Anguita, Luca Ghelardoni, Alessandro Ghio, Sandro Ridella	Test error bounds for classifiers: A survey of old and new results.	FOCI	2011	DBLP DOI BibTeX RDF
1	Davide Anguita, Alessandro Ghio, Luca Oneto, Sandro Ridella	Maximal Discrepancy vs. Rademacher Complexity for error estimation.	ESANN	2011	DBLP BibTeX RDF
1	Davide Anguita, Alessandro Ghio, Luca Oneto, Sandro Ridella	Selecting the hypothesis space for improving the generalization ability of Support Vector Machines.	IJCNN	2011	DBLP DOI BibTeX RDF
1	Davide Anguita, Alessandro Ghio, Luca Oneto, Sandro Ridella	In-sample model selection for Support Vector Machines.	IJCNN	2011	DBLP DOI BibTeX RDF
1	Luca Oneto, Davide Anguita, Alessandro Ghio, Sandro Ridella	The Impact of Unlabeled Patterns in Rademacher Complexity Theory for Kernel Classifiers.	NIPS	2011	DBLP BibTeX RDF
1	Sergio Decherchi, Sandro Ridella, Rodolfo Zunino, Paolo Gastaldo, Davide Anguita	Using unsupervised analysis to constrain generalization bounds for support vector classifiers.	IEEE Transactions on Neural Networks	2010	DBLP DOI BibTeX RDF
1	Davide Anguita, Alessandro Ghio, Sandro Ridella	Maximal Discrepancy for Support Vector Machines.	ESANN	2010	DBLP BibTeX RDF
1	Davide Anguita, Alessandro Ghio, Noemi Greco, Luca Oneto, Sandro Ridella	Model selection for support vector machines: Advantages and disadvantages of the Machine Learning Theory.	IJCNN	2010	DBLP DOI BibTeX RDF
1	Bogdan Gabrys, Davide Anguita	Nature-inspired learning and adaptive systems.	Natural Computing	2009	DBLP DOI BibTeX RDF
1	Davide Anguita, Alessandro Ghio, Sandro Ridella, Dario Sterpi	K-Fold Cross Validation for Error Rate Estimate in Support Vector Machines.	DMIN	2009	DBLP BibTeX RDF
1	Cecilio Angulo, Davide Anguita, Luis González Abril, Juan Antonio Ortega	Support vector machines for interval discriminant analysis.	Neurocomputing	2008	DBLP DOI BibTeX RDF
1	Davide Anguita, Alessandro Ghio, Stefano Pischiutta, Sandro Ridella	A support vector machine with integer parameters.	Neurocomputing	2008	DBLP DOI BibTeX RDF
1	Enrique Alba, Davide Anguita, Alessandro Ghio, Sandro Ridella	Using Variable Neighborhood Search to improve the Support Vector Machine performance in embedded automotive applications.	IJCNN	2008	DBLP DOI BibTeX RDF
1	Davide Anguita, Alessandro Ghio, Stefano Pischiutta	A learning machine for resource-limited adaptive hardware.	AHS	2007	DBLP DOI BibTeX RDF
1	Cecilio Angulo, Davide Anguita, Luis González Abril	Interval discriminant analysis using support vector machines.	ESANN	2007	DBLP BibTeX RDF
1	Davide Anguita, Alessandro Ghio, Stefano Pischiutta, Sandro Ridella	A Hardware-friendly Support Vector Machine for Embedded Automotive Applications.	IJCNN	2007	DBLP DOI BibTeX RDF
1	Davide Anguita, Stefano Pischiutta, Sandro Ridella, Dario Sterpi	Feed-Forward Support Vector Machine Without Multipliers.	IEEE Transactions on Neural Networks	2006	DBLP DOI BibTeX RDF
1	Davide Anguita, Dario Sterpi	Nature Inspiration for Support Vector Machines.	KES	2006	DBLP DOI BibTeX RDF
1	Davide Anguita, Sandro Ridella, Dario Sterpi	Testing the Augmented Binary Multiclass SVM on Microarray Data.	IJCNN	2006	DBLP DOI BibTeX RDF
1	Davide Anguita, Arianna Poggi, Fabio Rivieccio, Anna Marina Scapolla	Data Mining Tools: From Web to Grid Architectures.	EGC	2005	DBLP DOI BibTeX RDF
1	Davide Anguita, Iluminada Baturone, Julian Francis Miller	Special issue on hardware implementations of soft computing techniques.	Appl. Soft Comput.	2004	DBLP DOI BibTeX RDF
1	Davide Anguita, Sandro Ridella, Fabio Rivieccio	An Algorithm for Reducing the Number of Support Vectors.	WIRN	2004	DBLP DOI BibTeX RDF
1	Davide Anguita, Andrea Boni, Sandro Ridella	A digital architecture for support vector machines: theory, algorithm, and FPGA implementation.	IEEE Transactions on Neural Networks	2003	DBLP DOI BibTeX RDF
1	Davide Anguita, Sandro Ridella, Fabio Rivieccio, Rodolfo Zunino	Quantum optimization for training support vector machines.	Neural Networks	2003	DBLP DOI BibTeX RDF
1	Davide Anguita, Sandro Ridella, Fabio Rivieccio, Rodolfo Zunino	Hyperparameter design criteria for support vector classifiers.	Neurocomputing	2003	DBLP DOI BibTeX RDF
1	Davide Anguita, Andrea Boni	Neural network learning for analog VLSI implementations of support vector machines: a survey.	Neurocomputing	2003	DBLP DOI BibTeX RDF
1	Davide Anguita, Andrea Boni	Digital Least Squares Support Vector Machines.	Neural Processing Letters	2003	DBLP DOI BibTeX RDF
1	Davide Anguita, Andrea Boni	Improved neural network for SVM learning.	IEEE Transactions on Neural Networks	2002	DBLP DOI BibTeX RDF
1	Davide Anguita, Matteo Gagliolo	MDL Based Model Selection for Relevance Vector Regression.	ICANN	2002	DBLP DOI BibTeX RDF
1	Davide Anguita, Sandro Ridella, Fabio Rivieccio, Rodolfo Zunino	Automatic Hyperparameter Tuning for Support Vector Machines.	ICANN	2002	DBLP DOI BibTeX RDF
1	Davide Anguita, Maurizio Valle	Perspectives on dedicated hardware implementations.	ESANN	2001	DBLP BibTeX RDF
1	Davide Anguita, Andrea Boni, Sandro Ridella	Digital VLSI Algorithms and Architectures for Support Vector Machines.	Int. J. Neural Syst.	2000	DBLP DOI BibTeX RDF
1	Davide Anguita, Andrea Boni, Giancarlo Parodi	A case study of a distributed high-performance computing system for neurocomputing.	Journal of Systems Architecture	2000	DBLP DOI BibTeX RDF
1	Davide Anguita, Andrea Boni, Sandro Ridella	Evaluating the Generalization Ability of Support Vector Machines through the Bootstrap.	Neural Processing Letters	2000	DBLP DOI BibTeX RDF
1	Davide Anguita, Andrea Boni, Stefano Pace	Fast Training of Support Vector Machines for Regression.	IJCNN	2000	DBLP DOI BibTeX RDF
1	Davide Anguita, Sandro Ridella, Stefano Rovetta	Worst case analysis of weight inaccuracy effects in multilayer perceptrons.	IEEE Transactions on Neural Networks	1999	DBLP DOI BibTeX RDF
1	Davide Anguita, Andrea Boni, Sandro Ridella	Support Vector Machines: A Comparison of Some Kernel Functions.	IIA/SOCO	1999	DBLP BibTeX RDF
1	Davide Anguita, Andrea Boni, Marco Chirico, Fabrizio Giudici, Anna Marina Scapolla, Giancarlo Parodi	High Performance Neurocomputing: Industrial and Medical Applications of the RAIN System.	HPCN	1998	DBLP DOI BibTeX RDF
1	Davide Anguita, Marco Chirico, Anna Marina Scapolla, Giancarlo Parodi	RAIN: Redundant Array of Inexpensive workstations for Neurocomputing.	Euro-Par	1997	DBLP DOI BibTeX RDF
1	Davide Anguita, Benedict A. Gomes	Mixing floating- and fixed-point formats for neural network learning on neuroprocessors.	Microprocessing and Microprogramming	1996	DBLP DOI BibTeX RDF
1	Davide Anguita, Giancarlo Parodi, Rodolfo Zunino	Neural structures for visual motion tracking.	Mach. Vis. Appl.	1995	DBLP DOI BibTeX RDF
1	Davide Anguita, Vito Di Gesù, Gaetano Gerardi, Biagio Lenzitti, Domenico Tegolo	A heterogeneous and reconfigurable machine-vision system.	Mach. Vis. Appl.	1995	DBLP DOI BibTeX RDF
1	Davide Anguita, Filippo Passaggio, Rodolfo Zunino	Learning in large neural networks.	HPCN	1995	DBLP BibTeX RDF
1	Jean-Marc Adamo, Davide Anguita	Object Oriented Design of a Simulator for Large BP Neural Networks.	IWANN	1995	DBLP DOI BibTeX RDF
1	Davide Anguita, Giancarlo Parodi, Rodolfo Zunino	An efficient implementation of BP on RISC-based workstations.	Neurocomputing	1994	DBLP DOI BibTeX RDF
1	Davide Anguita, Giancarlo Parodi, Domenico Ponta, Rodolfo Zunino	Transputer-based architectures for associative image classification.	SPDP	1991	DBLP DOI BibTeX RDF

Publications of "Davide Anguita" ( http://dblp.L3S.de/Authors/Davide_Anguita )