Rossella Cancelliere - researchr alias

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Viewing Publication 1 - 24 from 24

2023

Regularization-based pruning of irrelevant weights in deep neural architecturesGiovanni Bonetta, Matteo Ribero, Rossella Cancelliere. apin, 53(14):17429-17443, July 2023. [doi]

Job Shop Scheduling via Deep Reinforcement Learning: A Sequence to Sequence ApproachGiovanni Bonetta, Davide Zago, Rossella Cancelliere, Andrea Grosso. lion 2023: 475-490 [doi]

2022

Lightening CNN architectures by regularization driven weights' pruningGiovanni Bonetta, Rossella Cancelliere. esann 2022: [doi]

Controlling hallucinations at word level in data-to-text generationClément Rebuffel, Marco Roberti, Laure Soulier, Geoffrey Scoutheeten, Rossella Cancelliere, Patrick Gallinari. datamine, 36(1):318-354, 2022. [doi]

2021

2019

2016

Neural Learning of Heuristic Functions for General Game PlayingLeo Ghignone, Rossella Cancelliere. mod 2016: 82-93 [doi]

Local search and pseudoinversion: an hybrid approach to neural network trainingLuca Rubini, Rossella Cancelliere, Patrick Gallinari, Andrea Grosso. kais, 48(2):493-503, 2016. [doi]

2015

OCReP: An Optimally Conditioned Regularization for pseudoinversion based neural trainingRossella Cancelliere, Mario Gai, Patrick Gallinari, Luca Rubini. NN, 71:76-87, 2015. [doi]

2014

Computational Experience with Pseudoinversion-Based Training of Neural Networks Using Random Projection MatricesLuca Rubini, Rossella Cancelliere, Patrick Gallinari, Andrea Grosso, Antonino Raiti. aimsa 2014: 236-245 [doi]

2013

Neural networks for wind power generation forecasting: A case studyRossella Cancelliere, Alberto Gosso, Andrea Grosso. icnsc 2013: 666-671 [doi]

2012

Matrix Pseudoinversion for Image Neural ProcessingRossella Cancelliere, Mario Gai, Thierry Artières, Patrick Gallinari. iconip 2012: 116-125 [doi]

2009

Efficient computation and neural processing of astrometric imagesRossella Cancelliere, Mario Gai. cai, 28(5):711-727, 2009. [doi]

2008

Classification of chestnuts with feature selection by noise resilient classifiersElena Roglia, Rossella Cancelliere, Rosa Meo. esann 2008: 271-276 [doi]

2007

Neural network high precision processing for astronomical imagesRossella Cancelliere, Mario Gai. eusipco 2007: 1774-1778 [doi]

2005

Dynamics and stability of generalized cellular nonlinear network modelRossella Cancelliere, Angela Slavova. amc, 165(1):127-136, 2005. [doi]

2003

Neural Network Performances in Astronomical Image ProcessingRossella Cancelliere, Mario Gai. esann 2003: 515-520 [doi]

2000

A High Parallel Procedure to Initialize the Output Weights of a Radial Basis Function or BP Neural NetworkRossella Cancelliere. para 2001: 384-390 [doi]

1996

Efficient training of Time Delay Neural Networks for sequential patternsRossella Cancelliere, Roberto Gemello. ijon, 10(1):33-42, 1996. [doi]

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