## Book's Chapter

[B1] **M. Scarpiniti**, D. Vigliano, R. Parisi and
A. Uncini, "Flexible
Blind Signal Separation in the Complex Domain", in
*Complex-Valued Neural Networks: Utilizing High-Dimensional
Parameters*, (T. Nitta, Ed.), ISBN: 978-1-60566-214-5, pp.
284-323, IGI Global, February 2009.

[B2] **M. Scarpiniti**, D. Vigliano, R. Parisi and
A. Uncini, "A
Flexible Natural Gradient Approach to Blind Separation of
Complex Signals", in *New Directions in Neural Networks*, (B. Apolloni, S. Bassis and M. Marinaro, Eds.), ISBN:
978-1-58603-984-4, pp. 89-98, IOS Press, March 2009.

[B3] **M. Scarpiniti**, A. Picaro, R. Parisi and A.
Uncini, "A Partitioned Frequency Block Algorithm for Blind
Separation in Reverberant Environments", in *Neural
Nets WIRN09*, (B. Apolloni, S. Bassis and
F.C. Morabito,
Eds.), ISBN: 978-1-60750-072-8,
pp. 81-90, IOS Press, December 2009.

[B4] **M. Scarpiniti**, F. Di
Palma, R. Parisi and A. Uncini, "A Geometrically Constrained ICA
Algorithm for Blind Separation in Convolutive Environments", in *Neural Nets WIRN10*, (B. Apolloni, S. Bassis,
A. Esposito
and F.C. Morabito, Eds.), ISBN: 978-1-60750-691-1,
pp. 79-88, IOS Press, February 2011.

[B5] **M. Scarpiniti**, G.
Bunkheila, R. Parisi and A. Uncini, "A Pre-filtering and
Post-filtering Approach to Blind Source Separation",
in *Neural Nets WIRN10*, (B. Apolloni, S. Bassis, A.
Esposito and F.C.
Morabito, Eds.), ISBN: 978-1-60750-691-1,
pp. 89-98, IOS Press, February 2011.

[B6] **M. Scarpiniti**, D. Comminiello, R. Parisi
and A. Uncini, "A Collaborative Approach
to Time-Series Prediction",
in *Neural Nets WIRN11*,
(B. Apolloni, S. Bassis, A. Esposito and F.C. Morabito, Eds.),
ISBN: 978-1-60750-971-4, pp. 178-185,
IOS Press, December 2011.

[B7] S. Scardapane, D. Comminiello, **M. Scarpiniti**,
R. Parisi and A. Uncini, "PM10
Forecasting Using Kernel Adaptive Filtering: an Italian Case
Study", in *Neural Nets **and Surroundings*, (B. Apolloni, S. Bassis, A.
Esposito and F.C. Morabito, Eds.), ISBN:
978-3-642-35466-3, pp. 93-100, Springer, January
2013.

[B8] **M. Scarpiniti**, D. Comminiello, R. Parisi
and A. Uncini, "A Collaborative
Filter Approach
to Adaptive Noise Cancellation",
in *Neural Nets **and Surroundings*,
(B. Apolloni, S. Bassis, A. Esposito and F.C. Morabito, Eds.),
ISBN: 978-3-642-35466-3, pp.
101-109, Springer,
January 2013.

[B9] S. Scardapane, D. Comminiello, **M. Scarpiniti**
and A. Uncini, "A Preliminary Study on
Transductive Extreme Learning Machines",
in *Recent Advances of Neural Network Models and
Applications*, (S. Bassis, A. Esposito and F.C. Morabito,
Eds.), ISBN: 978-3-319-04128-5, pp. 25-32, Springer, January
2014.

[B10] **M. Scarpiniti**, D.
Comminiello, S. Scardapane, R. Parisi and A. Uncini,
"Proportionate Algorithms for Blind
Source Separation", in *Recent
Advances of Neural Network Models and Applications*, (S.
Bassis, A. Esposito and F.C. Morabito, Eds.), ISBN:
978-3-319-04128-5, pp. 99-106, Springer, January 2014.

[B11] S. Scardapane, D. Comminiello, **M. Scarpiniti**
and A. Uncini, "Significance-Based
Pruning for Reservoir's
Neurons in Echo State Networks",
in *Advances in Neural Networks: Computational and
Theoretical Issues*,
(S. Bassis, A. Esposito and F.C. Morabito, Eds.), ISBN:
978-3-319-18163-9, pp. 31-38, Springer, July 2015.

[B12] D. Comminiello, S. Scardapane, **M. Scarpiniti**,
R. Parisi, and A. Uncini, "Online
Selection of Functional Links for Nonlinear System
Identification", in *Advances
in Neural Networks: Computational and Theoretical Issues*, (S. Bassis, A. Esposito
and F.C. Morabito, Eds.), ISBN: 978-3-319-18163-9, pp.
39-47,
Springer, July 2015.

[B13] R. Parisi, D. Comminiello, **M. Scarpiniti**
and A. Uncini, "Integration of Audio and
Video Clues for Source Localization by a Robotic Head",
in *Advances in Neural Networks: Computational and
Theoretical Issues*,
(S. Bassis, A. Esposito and F.C. Morabito, Eds.), ISBN:
978-3-319-18163-9, pp. 149-157, Springer, July 2015.

[B14] D. Comminiello, **M. Scarpiniti**, S.
Scardapane, R. Parisi, and A. Uncini, "A
Nonlinear Acoustic Echo Canceller with Improved Tracking
Capabilities", in *Recent Advances in
Nonlinear Speech Processing*, (A. Esposito, M. Faundez-Zanuy,
A. M. Esposito, G. Cordasco, T. Drugman, J. Solé-Casals
and F. C. Morabito, Eds.), ISBN: 978-3-319-28107-0, pp.
235-243,
Springer, February
2016.

[B15] F. Ortolani, D. Comminiello, **M. Scarpiniti**,
and A. Uncini, "Frequency-Domain Adaptive
Filtering in Hypercomplex Systems", in
*Advances in Neural Networks** - *
*Computational Intelligence for ICT*, (S. Bassis,
A. Esposito, F. C. Morabito and E. Pasero, Eds.), ISBN:
978-3-319-33746-3, pp. 47-56, Springer, July 2016.

[B16] S. Scardapane, D. Comminiello, **M. Scarpiniti**,
R. Parisi, and A. Uncini, "Benchmarking
Functional Link Expansions for Audio Classification Tasks",
in *Advances in Neural Networks** -
**Computational Intelligence for ICT*, (S.
Bassis, A. Esposito, F. C. Morabito and E. Pasero, Eds.), ISBN:
978-3-319-33746-3, pp. 133-141, Springer, July 2016.

[B17] **M. Scarpiniti**, S. Scardapane, D.
Comminiello, R. Parisi and A. Uncini, "Effective
Blind Source Separation Based on the Adam Algorithm",
in *Multidisciplinary Approaches to Neural Computing*,
(A. Esposito, M. Faundez-Zanuy, F. C. Morabito and E. Pasero,
Eds.), ISBN: 978-3-319-56903-1, pp. 57-66, Springer, October 2017.

[B18] **M. Scarpiniti**, S. Scardapane, D.
Comminiello, R. Parisi and A. Uncini, "Spline
Adaptive Filters: Theory and Applications",
in *Adaptive Learning Methods for
Nonlinear System Modeling*, (D. Comminiello
and J. Principe, Eds.), ISBN: 9780128129760,
Butterworth-Heinemann,
June 2018.

## Journal

[J1] D. Vigliano, **M. Scarpiniti**, R. Parisi
and A. Uncini, "Flexible
nonlinear blind signal separation in the complex domain",
*International Journal of Neural System*, Vol. 18, No. 2, pp.
105-122, April 2008.

[J2] **M. Scarpiniti**, D. Vigliano, R. Parisi
and A. Uncini, "Generalized
Splitting Functions for Blind Separation of Complex Signals",
*Neurocomputing*, Vol. 71, No. 10-12, pp. 2245-2270, June 2008.

[J3] J. F. Borsani, C. W. Clark, B. Nani and **M.
Scarpiniti**, "Fin
whales avoid loud rhythmic low-frequency sounds in the Ligurian
Sea", *Bioacoustics*, Vol. 17, No. 1-3, pp. 161-163, 2008.

[J4] M. Mecozzi, **M. Scarpiniti**, E. Ragosta,
M. Pietroletti and R. Di Mento, "Proposal
for a deconvolution procedure for the gas chromatographic
estimation of pristane and phytane in marine sediments",
*International Journal of Environment and Health*, Vol. 3, No. 1,
pp. 126-138, January 2009.

[J5] **M. Scarpiniti**, R. Parisi and A. Uncini,
"Flexible
estimation of probability and cumulative density functions",
*Electronics Letters*, Vol. 45, No. 21, pp. 1095-1096, October
2009.

[J6] **M. Scarpiniti**, R. Parisi and A. Uncini,
"Flexible
estimation of joint probability and
joint cumulative density functions",
*Electronics Letters*, Vol. 46, No. 15,
pp. 1084-1086, July 2010.

[J7] N. Calace, M. Pietroletti,
B. M. Petronio, **M. Scarpiniti** and M. Mecozzi,
"Fourier transform infrared spectroscopic investigation of humic
substance samples of different origin and typology supported by
chemometric tools",
*International Journal of Environment and Health,*
Vol. 5, No. 3, pp. 246-261, July 2011.

[J8] R. Parisi, F.
Camoes, **M. Scarpiniti** and A. Uncini,
"Cepstrum Prefiltering for Binaural
Source Localization in Reverberant Environments",
*IEEE Signal Processing
Letters*, Vol. 19, N.
2, pp. 99-102,
February 2012.

[J9] F. Garzia, N. Tirocchi,
**M. Scarpiniti** and R. Cusani, "Optimization
of Security Communication Wired Network by Means of Genetic
Algorithms", *Communications and Network*, Vol. 4, No. 3, pp.
196-204, August 2012.

[J10] M. Mecozzi, M.
Pietroletti, **M. Scarpiniti**, R. Acquistucci and
M. E. Conti, "Monitoring
of marine mucilage formation in Italian seas investigated by
infrared spectroscopy and independent component analysis",
*Environmental Monitoring and Assessment*,
Vol. 184, No. 10, pp.
6025-6036,
October 2012.

[J11] A. Maesa, F.
Garzia, **M. Scarpiniti** and R. Cusani,
"Text Independent Automatic Speaker
Recognition System Using Mel-Frequency Cepstrum Coefficients and
Gaussian Mixture Models", *Journal of Information Security*,
Vol. 3, No. 4, pp. 335-340, October 2012.

[J12] **M.
Scarpiniti**, D. Comminiello, R. Parisi and A. Uncini,
"Nonlinear Spline Adaptive Filtering",
*Signal Processing*, Vol.
93, No. 4, pp.
772-783, April
2013.

[J13] M. Mecozzi and
**M. Scarpiniti**, "An
Empirical and Semi Blind Algorithm for Resolving Overlapped
Peaks in Chromatography: Application to the Analysis of
Environmental Samples", *APCBEE
Procedia*, Vol. 5, N. 1,
pp. 145-151, June 2013.

[J14] D. Comminiello,
**M. Scarpiniti**, L. A. Azpicueta-Ruiz, J. Arenas-García,
and A. Uncini, "Functional
Link Adaptive Filters for Nonlinear Acoustic Echo Cancellation",
*IEEE Transactions on Audio, Speech, and Language Processing*,
Vol. 21, N. 7, pp. 1502-1512, July 2013.

[J15] D. Comminiello,
**M. Scarpiniti**, R. Parisi, and A. Uncini,
"Convergence Properties of Nonlinear
Functional Link Adaptive Filters", *
Electronics Letters*, Vol. 49, N.
14, pp. 873-875,
July 2013.

[J16] D. Comminiello,
**M. Scarpiniti**, R. Parisi, and A. Uncini,
"Combined
Adaptive Beamforming Schemes for Nonstationary Interfering Noise
Reduction",
*Signal Processing*, Vol. 93, N.
12, pp. 3306-3318,
December 2013.

[J17] **M. Scarpiniti**, D.
Comminiello, R. Parisi and A. Uncini, "Hammerstein
Uniform Cubic Spline Adaptive Filters: Learning and Convergence
Properties", *Signal Processing*,
Vol. 100, pp. 112-123,
July 2014.

[J18] D. Comminiello, **M. Scarpiniti**,
L. A. Azpicueta-Ruiz, J. Arenas-García and A. Uncini,
"Nonlinear
Acoustic Echo Cancellation Based on Sparse Functional Link
Representations", *IEEE/ACM
Transactions on Audio, Speech, and Language Processing*,
Vol. 22, N. 7, pp. 1172-1183, July
2014.

[J19] **M.
Scarpiniti**, D. Comminiello, R. Parisi and A. Uncini,
"Nonlinear
System Identification using IIR Spline Adaptive Filters",
*Signal Processing*, Vol. 108, pp. 30-35,
March 2015.

[J20] **M. Scarpiniti**, D.
Comminiello, R. Parisi and A. Uncini, "Novel
Cascade Spline Architectures for the Identification of Nonlinear
Systems", *IEEE Transactions on
Circuits and Systems I: Regular Papers*,
Vol. 62, N. 7, pp. 1825-1835, July 2015.

[J21] D. Comminiello, S. Cecchi, **M.
Scarpiniti**, M. Gasparini, L. Romoli, F. Piazza and A.
Uncini, "Intelligent Acoustic Interfaces
with Multisensor Acquisition for Immersive Reproduction",
*IEEE Transactions on Multimedia*,
Vol. 17, N. 8, pp. 1262-1272, August 2015.

[J22] D. Comminiello,
S. Scardapane, **M. Scarpiniti**, R. Parisi and A.
Uncini, "Improving
Nonlinear Modeling Capabilities of Functional Link Adaptive
Filters", *Neural Networks*,
Vol. 69, pp. 51-59, September 2015.

[J23] S. Scardapane, D. Comminiello, **
M. Scarpiniti** and A. Uncini, "Online
Sequential Extreme Learning Machine with Kernels",
*IEEE Transactions on Neural Networks and Learning Systems*,
Vol. 26, N. 9, pp. 2214-2220, September 2015.

[J24] S. Scardapane, **M. Scarpiniti**,
M. Bucciarelli, F. Colone, M. V. Mansueto and R. Parisi,
"Microphone
Array Based Classification for Security Monitoring in
Unstructured Environments", *AEÜ
– International Journal of Electronics and Communications*,
Vol. 69, N. 11, pp.
1715-1723, November 2015.

[J25] **M. Scarpiniti**, D.
Comminiello, G. Scarano, R. Parisi and A. Uncini,
"Steady-State Performance of Spline
Adaptive Filters", *IEEE Transactions
on Signal Processing*, Vol. 64, N.
4, pp. 816-828,
February
2016.

[J26] S. Scardapane, D. Comminiello, **
M. Scarpiniti** and A. Uncini, "A
Semi-Supervised Random Vector Functional-Link Network Based on
the Transductive Framework", *
Information Sciences*, Vol. 364-365, pp.
156-166, October 2016.

[J27] E. Baccarelli, P. G. Vinueza Naranjo, M.
Shojafar and **M. Scarpiniti**, "Q*:
Energy and Delay-efficient Dynamic Queue Management in TCP/IP
Virtualized Data Centers", *
Computer Communications*, Vol. 102, pp.
89-106, April 2017.

[J28] D. Comminiello, **M. Scarpiniti**,
L. A. Azpicueta-Ruiz, J. Arenas-García and A. Uncini,
"Combined Nonlinear Filtering
Architectures Involving Sparse Functional Link Adaptive Filters",
*Signal Processing*, Vol. 135,
pp. 168-178, June 2017.

[J29] F. Ortolani, D. Comminiello, **M.
Scarpiniti** and A. Uncini, "Frequency
Domain Quaternion Adaptive Filters: Algorithms and Convergence
Performance", *Signal Processing*,
Vol. 136, pp. 69-80,
July 2017.

[J30] E. Baccarelli, P. G. Vinueza Naranjo,
**M. Scarpiniti**, M. Shojafar and J. H. Abawajy,
"Fog
of Everything: Energy-efficient Networked Computing
Architectures, Research Challenges, and a Case Study",
*IEEE Access*, Vol.
5, pp. 9882-9910, 2017.

[J31]
**M. Scarpiniti**, E. Baccarelli, P. G. Vinueza Naranjo, and
A. Uncini,
"Energy performance of heuristics and meta-heuristics for real-time joint resource scaling and consolidation in virtualized networked data centers",
*The Journal of Supercomputing*, Vol.
, pp. , 2018.

[J32]
P. G. Vinueza Naranjo, E. Baccarelli
and
**M. Scarpiniti**,
"Design and energy-efficient resource management of virtualized networked Fog architectures for the real-time support of IoT applications",
*The Journal of Supercomputing*, Vol.
, pp. , 2018.

## International Conference Proceedings

[C1] D. Vigliano, **M. Scarpiniti**, R. Parisi
and A. Uncini, "Flexible
ICA Approach to the Nonlinear Blind Source Separation in the
Complex Domain", *Proc. of European Signal Processing
Conference (EUSIPCO'06)*, Florence, Italy, pp. 2261-2265,
September 4-8, 2006.

[C2] D. Vigliano, **M. Scarpiniti**, R. Parisi
and A. Uncini, "Flexible
ICA in Complex and Nonlinear Environment by Mutual Information
Minimization", *Proc. of IEEE International Workshop on
Machine Learning for Signal Processing (MLSP'06)*, Maynooth,
Ireland, pp. 59-64, September 6-8, 2006.

[C3] D. Vigliano, **M. Scarpiniti**, R. Parisi
and A. Uncini, "A
Flexible Blind Source Recovery in Complex Nonlinear Environment",
*Proc. of International Symposium on Intelligent Control (Joint
CCA/CACSD/ISIC'06)*, Munich, Germany, pp. 3059-3063, October 4-6,
2006.

[C4] **M. Scarpiniti**, D. Vigliano, R. Parisi
and A. Uncini, "Generalized
Flexible Splitting Function Outperforms Classical Approaches in
Blind Signal Separation of Complex Environment", *Proc. of
15-th International Conference on Digital Signal Processing (DSP
2007)*, Cardiff, UK, pp. 215-218, July 1-4, 2007.

[C5] J. F. Borsani, C. W. Clark, B. Nani and **M.
Scarpiniti**, "Fin
whales avoid loud rhythmic low-frequency sounds in the Ligurian
Sea", *Proc. of **
International Conference on the Effects of Noise on Aquatic Life*,
Nyborg, Denmark, Vol. 17, No. 1-3, pp. 161-163,
August 13-17, 2007.

[C6] M. Mecozzi, **M. Scarpiniti**, F. Moscato,
M. Pietroletti and R. Di Mento, "Estimation of Pristane and
Phytane for Assessing Biogenic and Petrogenic Contributions in
the Analysis of Hydrocarbons from Marine Sediments by
Gaschromatography", *Proc. of International Symposium on Green
Chemistry for Environment and Health*, Munich, Germany, October
13-16, 2008.

[C7] G. Bunkheila, **M. Scarpiniti**, R. Parisi
and A. uncini, "Stereo
Acoustical Echo Cancellation Based on Common Poles",
*Proc. of 16-th International Conference on Digital Signal
Processing (DSP 2009)*, Santorini, Greece, pp. 1-6, July 5-7,
2009.

[C8] **M. Scarpiniti**, A. Picaro, R. Parisi and
A. Uncini, "A
Partitioned Frequency Domain Algorithm for Convolutive Blind
Source Separation", *Proc. of IEEE International Workshop
on Machine Learning for Signal Processing (MLSP'09)*, Grenoble,
France, pp. 1-6, September 2-4, 2009.

[C9] R. Parisi, R. Russo,
**M. Scarpiniti** and A. Uncini, "Performance of
Acoustic Nonlinear Echo Cancellation in the Presence of
Reverberation", in *Proc. of International Symposium on *
*Frontiers of Research Speech and Music *
*(FRSM2009)*, Gwalior, India, pp.
106-111, December
15-16, 2009.

[C10] D. Comminiello, **
M. Scarpiniti**, R. Parisi and A. Uncini, "A Novel Affine
Projection Algorithm for Superdirective Microphone Array
Beamforming", in *Proc. of **IEEE
International Symposium on Circuits and Systems (ISCAS**2010*),
Paris, France, pp. 2127-2130, May 30 - June 2, 2010.

[C11] A. Cirillo, R.
Parisi, **M. Scarpiniti** and A. Uncini,
"Simplified Optimal Line Selection for Acoustic Localization in
the Presence of Reverberation", in *Proc. of
European Signal Processing Conference (EUSIPCO2010)*,
Aalborg, Denmark, August 23-27, 2010.

[C12] D. Comminiello,
**M. Scarpiniti**, R. Parisi and A. Uncini,
"A
Functional Link Based Nonlinear Echo Canceller Exploiting Sparsity", in *Proc. of International Workshop on
Acoustic Echo and Noise Control (IWAENC2010)*, Tel Aviv,
Israel, August 30 - September 2, 2010.

[C13] D. Comminiello,
L. A. Azpicueta-Ruiz, **M. Scarpiniti**, A. Uncini
and J. Arenas-García, "Functional Link
Based Architectures for Nonlinear Acoustic Echo Cancellation",
in *Proc. of Hands-free
Speech Communication and Microphone Arrays (HSCMA2011)*,
Edinburgh, UK, pp. 180-184, May 30 – June 1, 2011.

[C14] **M.
Scarpiniti**, D. Comminiello, R. Parisi and A. Uncini,
"Comparison of Hammerstein and Wiener
Systems for Nonlinear Acoustic Echo Cancelers
in Reverberant Environments",
in *Proc. of 17th International Conference
on Digital Signal Processing (DSP2011)*, Corfù, Greece,
pp. 1-6, July
6-8, 2011.

[C15] D. Comminiello,
**M. Scarpiniti**, R. Parisi, A. Cirillo, M.
Falcone and A. Uncini, "Multi-stage
Collaborative Microphone Array Beamforming in Presence of
Nonstationary Interfering Signals",
in *Proc. of International Workshop on Machine Listening in
Multisource Environments (CHiME2011)*, Florence, Italy, pp.
64-67, 1st September, 2011.

[C16] F. Albu,
D. Coltuc, D. Comminiello
and **M. Scarpiniti**, "The Variable Step Size Regularized Block
Exact Affine Projection Algorithm",
in *Proc. of 10th
International
Symposium on Electronics and Telecommunications (ISETC2012)*,
Timisoara, Romania, pp. 283-286, 15-16 November, 2012.

[C17] D. Comminiello,
S. Scardapane, **M. Scarpiniti** and A. Uncini,
"User-Driven Quality Enhancement for
Audio Signal Processing", in *134-th AES
Convention*, Rome, Italy, 4-7 May, 2013.

[C18] D. Comminiello,
**M. Scarpiniti**, R. Parisi and A. Uncini, "Intelligent
Acoustic Interfaces for Immersive Audio",
in *134-th AES Convention*, Rome, Italy, 4-7 May, 2013.

[C19] R. Parisi, R.
Russo, **M. Scarpiniti** and A. Uncini,
"Localization of Audio Sources by
Multiple Binaural Sensors", in *Proc.
of 18th International Conference on Digital Signal Processing
(DSP2013)*, Santorini, Greece, July 1-3, 2013.

[C20] D. Comminiello,
S. Scardapane, **M. Scarpiniti** and A. Uncini,
"Interactive Quality Enhancement in
Acoustic Echo Cancellation", in *Proc.
of 36th International Conference on Telecommunications and
Signal Processing (TSP2013)*, Rome, Italy,
pp. 488-492, July 2-4, 2013.

[C21] D. Comminiello,
**M. Scarpiniti**, R. Parisi and A. Uncini,
"Combined Adaptive Beamforming Techniques
for Noise Reduction in Changing Environments",
in *Proc. of 36th International Conference on
Telecommunications and Signal Processing (TSP2013)*,
Rome, Italy, pp. 690-694, July 2-4, 2013.

[C22] S. Scardapane, D.
Comminiello, **M. Scarpiniti** and A. Uncini,
"Music Classification Using Extreme
Learning Machines", in *Proc. of 8-th
International Symposium on Image and Signal Processing and
Analysis (ISPA2013)*, Trieste, Italy, pp.
370-374, September 4-6, 2013.

[C23] D. Comminiello,
S. Scardapane, **M. Scarpiniti**, R. Parisi and A.
Uncini, "Convex Combination of MIMO
Filters for Multichannel Acoustic Echo Cancellation",
in *Proc. of 8-th International Symposium on Image and Signal
Processing and Analysis (ISPA2013)*, Trieste, Italy,
pp. 771-775, September 4-6,
2013.

[C24] D. Comminiello, S. Cecchi, M. Gasparini,
**M. Scarpiniti**, A. Uncini and F. Piazza,
"Advanced Intelligent Acoustic Interfaces
for Multichannel Audio Reproduction", in
*Proc. of 2014 International Joint Conference on Neural
Networks (IJCNN2014)*, Beijing,
China, pp. 3577-3584, July 6-11, 2014.

[C25] S. Scardapane, G. Nocco, D. Comminiello,
**M. Scarpiniti** and A. Uncini, "An
Effective Criterion for Pruning Reservoir’s Connections in Echo
State Networks", in *Proc. of 2014
International Joint Conference on Neural Networks (IJCNN2014)*,
Beijing, China, pp. 1205-1212, July 6-11, 2014.

[C26] S. Scardapane, D. Comminiello, **
M. Scarpiniti** and A. Uncini, "GP-Based
Kernel Evolution for L2-Regularization Networks",
in *Proc. of 2014 IEEE Congress on Evolutionary Computation (IEEE
CEC 2014)*, Beijing, China, pp. 1674-1681,
July 6-11, 2014.

[C27] **M. Scarpiniti** and F.
Garzia, "Security Monitoring Based on
Joint Automatic Speaker Recognition and Blind Source Separation",
in *Proc. of 48-th International Carnahan Conference
on Security Technology (ICCST2014)*, Rome, Italy, pp.
140-145, October 13-16, 2014.

[C28] D. Comminiello, S. Scardapane, **
M. Scarpiniti**, R. Parisi and A. Uncini,
"Functional Link Expansions for Nonlinear Modeling of
Audio and Speech Signals",
in *Proc. of 2015
International Joint Conference on Neural Networks (IJCNN2015)*,
Killarney, Ireland, pp. 1-8, July 12-17, 2015.

[C29] L. Romoli, S. Cecchi, F. Piazza, D.
Comminiello, **M. Scarpiniti** and A. Uncini,
"An Interactive Optimization Procedure
for Stereophonic Acoustic Echo Cancellation Systems",
in *Proc. of 2015
International Joint Conference on Neural Networks (IJCNN2015)*,
Killarney, Ireland, pp. 1-7, July 12-17, 2015.

[C30] D. Comminiello, **M. Scarpiniti**,
L. A. Azpicueta-Ruiz, J. Arenas-García and A. Uncini,
"A Nonlinear Architecture Involving a
Combination of Proportionate Functional Link Adaptive Filters",
in *Proc. of European
Signal Processing conference (EUSIPCO2015)*, Nice, France,
pp. 2919-2923, August 31 – September 4, 2015.

[C31] V. Patel, D.
Comminiello, **M. Scarpiniti**, N. George and A.
Uncini, "Design of Hybrid Nonlinear
Spline Adaptive Filters for Active Noise Control",
in *Proc. of 2016 International Joint Conference on Neural
Networks (IJCNN2016)*, Vancouver, Canada, pp.
3420-3425, July 24-29,
2016.

[C32]
S. Scardapane, **M. Scarpiniti**, D.
Comminiello and A. Uncini, "Diffusion
Spline Adaptive Filtering", in *Proc.
of European Signal Processing Conference (EUSIPCO2016)*,
Budapest, Hungary, pp. 1498-1502, August 29 – September 2, 2016.

[C33] D. Comminiello, **M. Scarpiniti**,
L. A. Azpicueta-Ruiz, J. Arenas-García and A. Uncini,
"A Block-Based Combined Scheme Exploiting
Sparsity in Nonlinear Acoustic Echo Cancellation",
in *Proc. of IEEE International Workshop on Machine Learning
for Signal Processing (MLSP2016)*, Vietri sul Mare, Italy,
pp. 1-6, September 13-16, 2016.

[C34] F. Ortolani, **M. Scarpiniti**,
D. Comminiello and A. Uncini, "Advances
in Hypercomplex Adaptive Filtering for 3D Audio Processing",
in *Proc. of 2017 IEEE First Ukraine Conference on Electrical
and Computer Engineering (UKRCON 2017)*, Kyiv, Ukraine, pp.
1125-1130, May 29 – 02 June, 2017.

[C35] D. Comminiello, **M. Scarpiniti**,
L. A. Azpicueta-Ruiz, J. Arenas-García and A. Uncini,
"Full
Proportionate Functional Link Adaptive Filters for Nonlinear
Acoustic Echo Cancellation", in *
Proc. of European Signal Processing Conference (EUSIPCO2017)*,
Kos island, Greece, pp. 1185-1189, August 28 – September 2,
2017.

[C36] F. Ortolani, **M. Scarpiniti**,
D. Comminiello and A. Uncini, "On
the Influence of Microphone Array Geometry on the Behavior of
Hypercomplex Adaptive Filters", in
*Proc. of 2017 IEEE Microwaves, Radar and Remote Sensing
Symposium (MRRS 2017)*, Kiev, Ukraine, pp. 37-42, August
29-31, 2017.

## National Conference

[N1] G. Bunkheila, A. Cirillo, **M. Scarpiniti**,
R. Parisi and A. Uncini, "Interfacce
Acustiche Intelligenti in Ambienti Confinati", *Proc. of AES
Italian Section, Annual Meeting*, Parma, Italy, November 23-25,
2007.

[N2] M. Mecozzi, M.
Pietroletti, **M. Scarpiniti**, R. Acquistucci, M.
E. Conti, "Studio Spettroscopico dei
Meccanismi di Formazione e Sviluppo Colore in Macroaggregati di
Sostanza Organica Marina", *Giornata
della Geochimica Ambientale (So.Ge.I.)*, Roma, Italia, 22
Novembre, 2010.

[N3] D. Comminiello, R.
Parisi, **M. Scarpiniti**, A. Uncini,
"Algoritmi per l'Inversione
Acustica Multicanale in Ambienti Reali",
*38-esimo Convegno Nazionale AIA*,
Rimini, Italia, 9 Giugno, 2011.

[N4] D. Comminiello, **M. Scarpiniti**,
A. Cirillo, R. Parisi, M. Falcone, A. Uncini, "Un’
Interfaccia acustica intelligente per comunicazioni immersive in
ambienti non stazionari",
*VIII Convegno Nazionale dell**'**Associazione
Italiana di Scienze della Voce (AISV2012)*,
pp. 237-252, Roma, Italia,
25-27 Gennaio, 2012.