Uncertainty Analysis for the Classification of Multispectral Satellite Images Using SVMs and SOMs.

Maria Marinaro

Ferdinando Giacco Christian Thiel 0002 Luca Pugliese Silvia Scarpetta Maria Marinaro Uncertainty Analysis for the Classification of Multispectral Satellite Images Using SVMs and SOMs. 3769-3779 2010 48 IEEE Trans. Geosci. Remote. Sens. 10 https://doi.org/10.1109/TGRS.2010.2047863 db/journals/tgrs/tgrs48.html#GiaccoTPSM10

Bruno Apolloni Maria Marinaro Roberto Tagliaferri Biological and Artificial Intelligence Environments - 15th Italian Workshop on Neural Nets, WIRN VIETRI 2004, Vietri sul Mare, Italy, 2004 Springer 2010 978-90-481-6863-7 https://doi.org/10.1007/1-4020-3432-6 WIRN db/conf/wirn/wirn2004.html Ferdinando Giacco Antonietta Maria Esposito Silvia Scarpetta Flora Giudicepietro Maria Marinaro Support Vector Machines and MLP for automatic classification of seismic signals at Stromboli volcano. 116-123 2009 WIRN https://doi.org/10.3233/978-1-60750-072-8-116 conf/wirn/2009 db/conf/wirn/wirn2009.html#GiaccoESGM09 Silvia Scarpetta Ferdinando Giacco Maria Marinaro Role of temporally asymmetric synaptic plasticity to memorize group-synchronous patterns of neural activity. 247-260 2009 WIRN https://doi.org/10.3233/978-1-60750-072-8-247 conf/wirn/2009 db/conf/wirn/wirn2009.html#ScarpettaGM09 Anna Esposito Amir Hussain 0001 Maria Marinaro Raffaele Martone Multimodal Signals: Cognitive and Algorithmic Issues, COST Action 2102 and euCognition International School Vietri sul Mare, Italy, April 21-26, 2008, Revised Selected and Invited Papers 5398 2009 https://doi.org/10.1007/978-3-642-00525-1 978-3-642-00524-4 COST 2102 School (Vietri) Lecture Notes in Computer Science Springer db/conf/cost/cost2008.html Bruno Apolloni Simone Bassis Maria Marinaro New Directions in Neural Networks - 18th Italian Workshop on Neural Networks: WIRN 2008, Vietri sul Mare, Italy, May 22-24, 2008, Revised Selected Papers 193 2009 978-1-58603-984-4 WIRN Frontiers in Artificial Intelligence and Applications IOS Press db/conf/wirn/wirn2008.html Ferdinando Giacco Silvia Scarpetta Luca Pugliese Maria Marinaro Christian Thiel 0002 Application of Self Organizing Maps to multi-resolution and multi-spectral remote sensed images. 245-253 2008 WIRN https://doi.org/10.3233/978-1-58603-984-4-245 conf/wirn/2008 db/conf/wirn/wirn2008.html#GiaccoSPMT08 Maria Marinaro Silvia Scarpetta Yoko Yamaguchi Dynamic Brain - from Neural Spikes to Behaviors, 12th International Summer School on Neural Networks, Erice, Italy, December 5-12, 2007, Revised Lectures 5286 2008 978-3-540-88852-9 Summer School on Neural Networks Lecture Notes in Computer Science Springer https://doi.org/10.1007/978-3-540-88853-6 db/conf/nn/nn2007.html Masahiko Yoshioka Silvia Scarpetta Maria Marinaro Spike-Timing-Dependent Synaptic Plasticity to Learn Spatiotemporal Patterns in Recurrent Neural Networks. 757-766 2007 conf/icann/2007-1 ICANN (1) https://doi.org/10.1007/978-3-540-74690-4_77 db/conf/icann/icann2007-1.html#YoshiokaSM07 Anna Esposito Antonietta Maria Esposito Flora Giudicepietro Maria Marinaro Silvia Scarpetta Models for Identifying Structures in the Data: A Performance Comparison. 275-283 2007 conf/kes/2007-3 KES (3) https://doi.org/10.1007/978-3-540-74829-8_34 db/conf/kes/kes2007-3.html#EspositoEGMS07 Silvia Scarpetta Masahiko Yoshioka Maria Marinaro Encoding and Replay of Dynamic Attractors with Multiple Frequencies: Analysis of a STDP Based Learning Rule. 38-60 2007 Summer School on Neural Networks https://doi.org/10.1007/978-3-540-88853-6_4 conf/nn/2007 db/conf/nn/nn2007.html#ScarpettaYM07 Maria Marinaro Pioneeristic Works on Neuronal Nets: A Short History. 123-130 2007 Summer School on Neural Networks https://doi.org/10.1007/978-3-540-88853-6_10 conf/nn/2007 db/conf/nn/nn2007.html#Marinaro07 Anna Esposito Marcos Faúndez-Zanuy Eric Keller Maria Marinaro Verbal and Nonverbal Communication Behaviours, COST Action 2102 International Workshop, Vietri sul Mare, Italy, March 29-31, 2007, Revised Selected and Invited Papers COST 2102 Workshop (Vietri) Lecture Notes in Computer Science 4775 Springer 2007 978-3-540-76441-0 https://doi.org/10.1007/978-3-540-76442-7 db/conf/cost/cost2007.html Bruno Apolloni Maria Marinaro Giuseppe Nicosia Roberto Tagliaferri Neural Nets, 16th Italian Workshop on Neural Nets, WIRN 2005, and International Workshop on Natural and Artificial Immune Systems, NAIS 2005, Vietri sul Mare, Italy, June 8-11, 2005, Revised Selected Papers 3931 2006 3-540-33183-2 WIRN/NAIS Lecture Notes in Computer Science Springer https://doi.org/10.1007/11731177 db/conf/wirn/wirn2005.html Luca Pugliese Silvia Scarpetta Anna Esposito Maria Marinaro An Application of Neural and Probabilistic Unsupervised Methods to Environmental Factor Analysis of Multi-spectral Images. 1190-1197 2005 conf/iciap/2005 ICIAP https://doi.org/10.1007/11553595_146 db/conf/iciap/iciap2005.html#PuglieseSEM05 Gérard Chollet Anna Esposito Marcos Faúndez-Zanuy Maria Marinaro Nonlinear Speech Modeling and Applications, Advanced Lectures and Revised Selected Papers, 9th International Summer School "Neural Nets E.R. Caianiello" on Nonlinear Speech Processing: Algorithms and Analysis, Vietri sul Mare, Salerno, Italy, September 13-18, 2004 3445 3-540-27441-3 2005 Summer School on Neural Networks Lecture Notes in Computer Science Springer https://doi.org/10.1007/b138975 db/conf/nn/nn2004.html

Maria Marinaro Silvia Scarpetta Noise induces synchronous and phase-locked oscillations in a cortical model. 279-284 2004 58-60 Neurocomputing https://doi.org/10.1016/j.neucom.2004.01.056 db/journals/ijon/ijon58.html#MarinaroS04

Anna Esposito Maria Marinaro Some Notes on Nonlinearities of Speech. 1-14 2004 conf/nn/2004 Summer School on Neural Networks https://doi.org/10.1007/11520153_1 db/conf/nn/nn2004.html#EspositoM04 Péter Érdi Anna Esposito Maria Marinaro Silvia Scarpetta Computational Neuroscience: Cortical Dynamics, 8th International Summer School on Neural Nets, Erice, Italy, October 31-November 6, 2003, Revised Lectures 3146 2004 3-540-22566-8 Summer School on Neural Networks Lecture Notes in Computer Science Springer https://doi.org/10.1007/b99370 db/conf/nn/nn2003.html

Maria Marinaro Silvia Scarpetta Modeling of spontaneous synchronized periodic activity observed in in vitro networks. 89-95 2003 52-54 Neurocomputing https://doi.org/10.1016/S0925-2312(02)00836-6 db/journals/ijon/ijon52.html#MarinaroS03

Anna Esposito Eugène C. Ezin Maria Marinaro Mathematical Modeling of Passage Dynamic Function. 33-38 2003 conf/wilf/2003 WILF https://doi.org/10.1007/10983652_5 db/conf/wilf/wilf2003.html#EspositoEM03 Cinzia Avossa Flora Giudicepietro Maria Marinaro Silvia Scarpetta Supervised and Unsupervised Analysis Applied to Strombolian E.Q.. 173-178 https://doi.org/10.1007/978-3-540-45216-4_19 2003 conf/wirn/2003 WIRN db/conf/wirn/wirn2003.html#AvossaGMS03 Bruno Apolloni Maria Marinaro Roberto Tagliaferri Neural Nets, 14th Italian Workshop on Neural Nets, WIRN VIETRI 2003, Vietri sul Mare, Italy, June 4-7, 2003, Revised Papers WIRN Lecture Notes in Computer Science 2859 Springer 2003 3-540-20227-7 https://doi.org/10.1007/b13826 https://www.wikidata.org/entity/Q59538780 db/conf/wirn/wirn2003.html

Maria Funaro Maria Marinaro Alfredo Petrosino Silvia Scarpetta Finding Hidden Events in Astrophysical Data using PCA and Mixture of Gaussians Clustering. 15-22 2002 5 Pattern Anal. Appl. 1 https://doi.org/10.1007/s100440200002 db/journals/paa/paa5.html#FunaroMPS02

Maria Marinaro Silvia Scarpetta Noise Induces Spontaneous Synchronous Aperiodic Activity in EI Neural Networks. 39-44 2002 conf/icann/2002 ICANN https://doi.org/10.1007/3-540-46084-5_7 db/conf/icann/icann2002.html#MarinaroS02 Roberto Tagliaferri Maria Marinaro Proceedings of the 12th Italian Workshop on Neural Nets, WIRN VIETRI 2001, Vietri sul Mare, Salerno, Italy, May 17-19, 2001 WIRN Springer 2002 Perspectives in Neural Computing 978-1-85233-505-2 https://doi.org/10.1007/978-1-4471-0219-9 db/conf/wirn/wirn2001.html Maria Marinaro Roberto Tagliaferri Neural Nets, 13th Italian Workshop on Neural Nets, WIRN VIETRI 2002, Vietri sul Mare, Italy, May 30-June 1, 2002, Revised Papers WIRN Lecture Notes in Computer Science 2486 Springer 2002 3-540-44265-0 https://doi.org/10.1007/3-540-45808-5 db/conf/wirn/wirn2002.html Anna Esposito Mariarosaria Falanga Maria Funaro Maria Marinaro Silvia Scarpetta Signal classification using Neural Networks. 187-192 2001 WIRN https://doi.org/10.1007/978-1-4471-0219-9_19 conf/wirn/2001 db/conf/wirn/wirn2001.html#EspositoFFMS01

Anna Esposito Maria Marinaro Domenico Oricchio Silvia Scarpetta Approximation of continuous and discontinuous mappings by a growing neural RBF-based algorithm. 651-665 2000 13 Neural Networks 6 https://doi.org/10.1016/S0893-6080(00)00035-6 https://www.wikidata.org/entity/Q52074108 db/journals/nn/nn13.html#EspositoMOS00

Maria Marinaro Silvia Scarpetta On-line learning in RBF neural networks: a stochastic approach. 719-729 2000 13 Neural Networks 7 https://doi.org/10.1016/S0893-6080(00)00052-6 https://www.wikidata.org/entity/Q52069225 db/journals/nn/nn13.html#MarinaroS00

Anna Esposito Maria Marinaro Silvia Scarpetta An incremental local radial basis function network. 21-26 1998 conf/esann/1998 ESANN https://www.esann.org/sites/default/files/proceedings/legacy/es1998-304-S.pdf db/conf/esann/esann1998.html#EspositoMS98

Maria Marinaro Salvatore Rampone Roberto Tagliaferri Response to the letter by Li and Cao. 1731-1732 1997 10 Neural Networks 9 https://doi.org/10.1016/S0893-6080(97)00093-2 db/journals/nn/nn10.html#MarinaroRT97

Eduardo R. Caianiello Maria Marinaro Salvatore Rampone Roberto Tagliaferri Outline of a linear neural network. 187-201 1996 12 Neurocomputing 2-3 https://doi.org/10.1016/0925-2312(95)00123-9 db/journals/ijon/ijon12.html#CaianielloMRT96

Eduardo R. Caianiello Michele Ceccarelli Maria Marinaro Can Spurious States Be Useful? 1992 6 Complex Syst. 1 http://www.complex-systems.com/abstracts/v06_i01_a01.html db/journals/compsys/compsys6.html#CaianielloCM92

Eduardo R. Caianiello Anna Esposito Maria Marinaro Roberto Tagliaferri The Behavior and Learning of a Deterministic Neural Net. 1992 6 Complex Syst. 6 http://www.complex-systems.com/abstracts/v06_i06_a03.html db/journals/compsys/compsys6.html#CaianielloEMT92

Eduardo R. Caianiello Maria Marinaro Neural Nets and Cellular Automata. 198-205 1986 conf/wopplot/1986 WOPPLOT db/conf/wopplot/wopplot1986.html#CaianielloM86 https://doi.org/10.1007/3-540-18022-2_14 Bruno Apolloni Cinzia Avossa Simone Bassis Eduardo R. Caianiello Michele Ceccarelli Gérard Chollet Péter Érdi Anna Esposito Antonietta Maria Esposito Eugène C. Ezin Mariarosaria Falanga Marcos Faúndez-Zanuy Maria Funaro Ferdinando Giacco Flora Giudicepietro Amir Hussain 0001 Eric Keller Raffaele Martone Giuseppe Nicosia Domenico Oricchio Alfredo Petrosino Luca Pugliese Salvatore Rampone Silvia Scarpetta Roberto Tagliaferri Christian Thiel 0002 Yoko Yamaguchi Masahiko Yoshioka