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a)
Libri e riviste
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S.Gaglio,
G. Pilato, F.Sorbello and G.Vassallo: “Using the Hermite Regression
Formula to Design a Neural Architecture with Automatic Learning of the 'Hidden'
Activation Functions” - AI*IA99:Advances in Artificial Intelligence -
Lecture Notes in Artificial Intelligence 1792 - Springer Verlag
- pp.226-237, 2000
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[r2]
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G.Pilato,
F.Sorbello and G.Vassallo: “An Innovative Way to Measure the Quality of
a Neural Network without the Use of the Test Set” - IJACI
International Journal of Advanced Computational Intelligence - Vol. 5 No
1, 2001, pp:31-36
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b)
Conferenze e Congressi
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S.Gaglio,
G.Pilato, F.Sorbello and G.Vassallo “aNet:
a Feed-Forward Neural Architecture with Automatic Learning of the Hidden
Units Activation Function” - Proc. of
the VI Congress of the AI*IA – 14-17 Sept 1999 – Bologna, Italy
– pp. 309-322
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[c2]
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S.Vitabile,
G.Pilato, F.Pullara and F.Sorbello “A Navigation System for
Vision-Guided Mobile Robots” Proc. of X Int. Conference on Image
Analysis and Processing – ICIAP’99 – 27-29 Sept 1999 – Venice,
Italy - pp. 566-571 – IEEE Computer Society Press
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[c3]
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A.Cirasa,
G.Pilato, F.Sorbello and G.Vassallo: “EaNet: A
Neural Solution for Web Pages Classification” - Proc. of 4th World
MultiConference on Systemics, Cybernetics and Informatics - SCI'2000 -
23-26 July 2000, Orlando - Florida U.S.A.
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[c4]
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G.Pilato,
F.Sorbello and G.Vassallo: “Ordering Web Pages through the Use of the
Sammon Formula and the CGRD Algorithm” - Proc. of AICA Congress, 27-30
Oct, 2000 Taormina (ME) -Italy - pp.495-503
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[c5]
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S.Vitabile,
G.Pollaccia, G.Pilato and F.Sorbello: “Road Signs Recognition Using a
Dynamic Pixel Aggregation Technique in the HSV Color Space” – XI Int.
Conference on Image Analysis and Processing - ICIAP'01, Sept 26-28, 2001,
Palermo, Italy pp 572-577
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[c6]
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V.
Conti, G. Pilato, S. Vitabile, F. Corbello: “A Robust System for
Fingerprints Identification”, Sixth International Conference on
Knowledge-Based Intelligent Information & Engineering Systems
(KES) 16-18 September 2002 - Podere d'Ombriano, Crema, Italy, pp:1162-1166
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[c7]
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V.Conti,
G.Pilato, S.Vitabile, F.Sorbello “Verification of Ink-on-paper
Fingerprints by Using Image Processing Techniques and a New Matching
Operator” VIII Convegno AI*IA, Siena 10-13 Sept. 2002, Italy, pp:594-601
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c)
Workshop
[w1]
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G.Pilato,
F.Sorbello and G.Vassallo – “Using the Hermite Regression Algorithm to
Improve the Generalization Capability of a Neural Network” - Proc. of XI
Italian Workshop on Neural Networks – WIRN’99 – 20-22 May 1999 –
Vietri sul Mare (SA), Italy, pp.296-301 - Springer-Verlag
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[w2]
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G.Pilato,
F.Sorbello and G.Vassallo – “An Innovative Way to Measure the Quality
of a Neural Network without the Use of the Test Set” – Proc. of the
IEEE Int. Workshop on Intelligent Signal Processing WISP’99 – 4-7 Sept
1999 – Budapest, Hungary – pp. 278-282
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[w3]
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A.Cirasa,
G.Pilato, F.Sorbello and G.Vassallo: “An Enhanced Version of the aNet
Architecture: Automatic Pruning of the Hermite Orthonormal Functions”
Atti del Workshop "Apprendimento e Percezione nei Sistemi Robotici"
- Parma, Italy - 29-30 November 1999
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[w4]
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G. Pilato:
“A Multi-Agent System for Automatic Web Pages Classification”, Proc.
of Workshop su L'ingegneria del Software e le tecnologie ad Agenti,
Palermo, 14 Marzo 2002, pp. 45-51
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