Davide Anguita

	2011
48		Davide Anguita, Alessandro Ghio, Luca Oneto, Sandro Ridella: Maximal Discrepancy vs. Rademacher Complexity for error estimation. ESANN 2011
47		Davide Anguita, Luca Ghelardoni, Alessandro Ghio, Sandro Ridella: Test error bounds for classifiers: A survey of old and new results. FOCI 2011: 80-87
46		Davide Anguita, Alessandro Ghio, Luca Oneto, Sandro Ridella: In-sample model selection for Support Vector Machines. IJCNN 2011: 1154-1161
45		Davide Anguita, Alessandro Ghio, Luca Oneto, Sandro Ridella: Selecting the hypothesis space for improving the generalization ability of Support Vector Machines. IJCNN 2011: 1169-1176
44		Luca Oneto, Davide Anguita, Alessandro Ghio, Sandro Ridella: The Impact of Unlabeled Patterns in Rademacher Complexity Theory for Kernel Classifiers. NIPS 2011: 585-593
43		Davide Anguita, Luca Carlino, Alessandro Ghio, Sandro Ridella: A FPGA Core Generator for Embedded Classification Systems. Journal of Circuits, Systems, and Computers 20(2): 263-282 (2011)
42		Davide Anguita, Alessandro Ghio, Sandro Ridella: Maximal Discrepancy for Support Vector Machines. Neurocomputing 74(9): 1436-1443 (2011)
	2010
41		Davide Anguita, Alessandro Ghio, Sandro Ridella: Maximal Discrepancy for Support Vector Machines. ESANN 2010
40		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: 1-8
39		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 21(3): 424-438 (2010)
	2009
38		Davide Anguita, Alessandro Ghio, Sandro Ridella, Dario Sterpi: K-Fold Cross Validation for Error Rate Estimate in Support Vector Machines. DMIN 2009: 291-297
37		Bogdan Gabrys, Davide Anguita: Nature-inspired learning and adaptive systems. Natural Computing 8(2): 197-198 (2009)
	2008
36		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: 984-988
35		Cecilio Angulo, Davide Anguita, Luis González Abril, Juan Antonio Ortega: Support vector machines for interval discriminant analysis. Neurocomputing 71(7-9): 1220-1229 (2008)
34		Davide Anguita, Alessandro Ghio, Stefano Pischiutta, Sandro Ridella: A support vector machine with integer parameters. Neurocomputing 72(1-3): 480-489 (2008)
	2007
33		Davide Anguita, Alessandro Ghio, Stefano Pischiutta: A learning machine for resource-limited adaptive hardware. AHS 2007: 571-576
32		Cecilio Angulo, Davide Anguita, Luis González Abril: Interval discriminant analysis using support vector machines. ESANN 2007: 223-228
31		Davide Anguita, Alessandro Ghio, Stefano Pischiutta, Sandro Ridella: A Hardware-friendly Support Vector Machine for Embedded Automotive Applications. IJCNN 2007: 1360-1364
	2006
30		Davide Anguita, Sandro Ridella, Dario Sterpi: Testing the Augmented Binary Multiclass SVM on Microarray Data. IJCNN 2006: 1966-1968
29		Davide Anguita, Dario Sterpi: Nature Inspiration for Support Vector Machines. KES (2) 2006: 442-449
28		Davide Anguita, Stefano Pischiutta, Sandro Ridella, Dario Sterpi: Feed-Forward Support Vector Machine Without Multipliers. IEEE Transactions on Neural Networks 17(5): 1328-1331 (2006)
	2005
27		Davide Anguita, Arianna Poggi, Fabio Rivieccio, Anna Marina Scapolla: Data Mining Tools: From Web to Grid Architectures. EGC 2005: 620-629
	2004
26		Davide Anguita, Sandro Ridella, Fabio Rivieccio: An Algorithm for Reducing the Number of Support Vectors. WIRN 2004: 99-105
25		Davide Anguita, Iluminada Baturone, Julian Francis Miller: Special issue on hardware implementations of soft computing techniques. Appl. Soft Comput. 4(3): 204-205 (2004)
	2003
24		Davide Anguita, Andrea Boni, Sandro Ridella: A digital architecture for support vector machines: theory, algorithm, and FPGA implementation. IEEE Transactions on Neural Networks 14(5): 993-1009 (2003)
23		Davide Anguita, Sandro Ridella, Fabio Rivieccio, Rodolfo Zunino: Quantum optimization for training support vector machines. Neural Networks 16(5-6): 763-770 (2003)
22		Davide Anguita, Andrea Boni: Digital Least Squares Support Vector Machines. Neural Processing Letters 18(1): 65-72 (2003)
21		Davide Anguita, Sandro Ridella, Fabio Rivieccio, Rodolfo Zunino: Hyperparameter design criteria for support vector classifiers. Neurocomputing 55(1-2): 109-134 (2003)
20		Davide Anguita, Andrea Boni: Neural network learning for analog VLSI implementations of support vector machines: a survey. Neurocomputing 55(1-2): 265-283 (2003)
	2002
19		Davide Anguita, Sandro Ridella, Fabio Rivieccio, Rodolfo Zunino: Automatic Hyperparameter Tuning for Support Vector Machines. ICANN 2002: 1345-1350
18		Davide Anguita, Matteo Gagliolo: MDL Based Model Selection for Relevance Vector Regression. ICANN 2002: 468-473
17		Davide Anguita, Andrea Boni: Improved neural network for SVM learning. IEEE Transactions on Neural Networks 13(5): 1243-1244 (2002)
	2001
16		Davide Anguita, Maurizio Valle: Perspectives on dedicated hardware implementations. ESANN 2001: 45-56
	2000
15		Davide Anguita, Andrea Boni, Stefano Pace: Fast Training of Support Vector Machines for Regression. IJCNN (5) 2000: 210-216
14		Davide Anguita, Andrea Boni, Sandro Ridella: Digital VLSI Algorithms and Architectures for Support Vector Machines. Int. J. Neural Syst. 10(3): 159-170 (2000)
13		Davide Anguita, Andrea Boni, Giancarlo Parodi: A case study of a distributed high-performance computing system for neurocomputing. Journal of Systems Architecture 46(5): 429-438 (2000)
12		Davide Anguita, Andrea Boni, Sandro Ridella: Evaluating the Generalization Ability of Support Vector Machines through the Bootstrap. Neural Processing Letters 11(1): 51-58 (2000)
	1999
11		Davide Anguita, Andrea Boni, Sandro Ridella: Support Vector Machines: A Comparison of Some Kernel Functions. IIA/SOCO 1999
10		Davide Anguita, Sandro Ridella, Stefano Rovetta: Worst case analysis of weight inaccuracy effects in multilayer perceptrons. IEEE Transactions on Neural Networks 10(2): 415-418 (1999)
	1998
9		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 Europe 1998: 34-43
	1997
8		Davide Anguita, Marco Chirico, Anna Marina Scapolla, Giancarlo Parodi: RAIN: Redundant Array of Inexpensive workstations for Neurocomputing. Euro-Par 1997: 1340-1345
	1996
7		Davide Anguita, Benedict A. Gomes: Mixing floating- and fixed-point formats for neural network learning on neuroprocessors. Microprocessing and Microprogramming 41(10): 757-769 (1996)
	1995
6		Davide Anguita, Filippo Passaggio, Rodolfo Zunino: Learning in large neural networks. HPCN Europe 1995: 269-274
5		Jean-Marc Adamo, Davide Anguita: Object Oriented Design of a Simulator for Large BP Neural Networks. IWANN 1995: 642-649
4		Davide Anguita, Giancarlo Parodi, Rodolfo Zunino: Neural structures for visual motion tracking. Mach. Vis. Appl. 8(5): 275-288 (1995)
3		Davide Anguita, Vito Di Gesù, Gaetano Gerardi, Biagio Lenzitti, Domenico Tegolo: A heterogeneous and reconfigurable machine-vision system. Mach. Vis. Appl. 8(5): 343-350 (1995)
	1994
2		Davide Anguita, Giancarlo Parodi, Rodolfo Zunino: An efficient implementation of BP on RISC-based workstations. Neurocomputing 6(1): 57-65 (1994)
	1991
1		Davide Anguita, Giancarlo Parodi, Domenico Ponta, Rodolfo Zunino: Transputer-based architectures for associative image classification. SPDP 1991: 241-248

Coauthor Index

1	Luis González Abril	[32] [35]
2	Jean-Marc Adamo	[5]
3	Enrique Alba (Enrique Alba Torres)	[36]
4	Cecilio Angulo (Cecilio Angulo Bahón)	[32] [35]
5	Iluminada Baturone	[25]
6	Andrea Boni	[9] [11] [12] [13] [14] [15] [17] [20] [22] [24]
7	Luca Carlino	[43]
8	Marco Chirico	[8] [9]
9	Sergio Decherchi	[39]
10	Bogdan Gabrys	[37]
11	Matteo Gagliolo	[18]
12	Paolo Gastaldo	[39]
13	Gaetano Gerardi	[3]
14	Vito Di Gesù	[3]
15	Luca Ghelardoni	[47]
16	Alessandro Ghio	[31] [33] [34] [36] [38] [40] [41] [42] [43] [44] [45] [46] [47] [48]
17	Fabrizio Giudici	[9]
18	Benedict A. Gomes	[7]
19	Noemi Greco	[40]
20	Biagio Lenzitti	[3]
21	Julian Francis Miller (Julian F. Miller)	[25]
22	Luca Oneto	[40] [44] [45] [46] [48]
23	Juan Antonio Ortega	[35]
24	Stefano Pace	[15]
25	Giancarlo Parodi	[1] [2] [4] [8] [9] [13]
26	Filippo Passaggio	[6]
27	Stefano Pischiutta	[28] [31] [33] [34]
28	Arianna Poggi	[27]
29	Domenico Ponta	[1]
30	Sandro Ridella	[10] [11] [12] [14] [19] [21] [23] [24] [26] [28] [30] [31] [34] [36] [38] [39] [40] [41] [42] [43] [44] [45] [46] [47] [48]
31	Fabio Rivieccio	[19] [21] [23] [26] [27]
32	Stefano Rovetta	[10]
33	Anna Marina Scapolla	[8] [9] [27]
34	Dario Sterpi	[28] [29] [30] [38]
35	Domenico Tegolo	[3]
36	Maurizio Valle	[16]
37	Rodolfo Zunino	[1] [2] [4] [6] [19] [21] [23] [39]

Colors in the list of coauthors

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