Rossella Cancelliere

Publication Activity (10 Years)

Years Active: 1996-2023
Publications (10 Years): 18

Top Topics

Projection Matrices

Heuristic Functions

Text Generation

Top Venues

Knowl. Inf. Syst.

J. Signal Process. Syst.

Publications

Giovanni Bonetta, Davide Zago, Rossella Cancelliere, Andrea Grosso
Job Shop Scheduling via Deep Reinforcement Learning: A Sequence to Sequence Approach. LION (2023)
Giovanni Bonetta, Matteo Ribero, Rossella Cancelliere
Regularization-based pruning of irrelevant weights in deep neural architectures. Appl. Intell. 53 (14) (2023)
Giovanni Bonetta, Davide Zago, Rossella Cancelliere, Andrea Grosso
Job Shop Scheduling via Deep Reinforcement Learning: a Sequence to Sequence approach. CoRR (2023)
Clément Rebuffel, Marco Roberti, Laure Soulier, Geoffrey Scoutheeten, Rossella Cancelliere, Patrick Gallinari
Controlling hallucinations at word level in data-to-text generation. Data Min. Knowl. Discov. 36 (1) (2022)
Giovanni Bonetta, Matteo Ribero, Rossella Cancelliere
Regularization-based Pruning of Irrelevant Weights in Deep Neural Architectures. CoRR (2022)
Giovanni Bonetta, Rossella Cancelliere
Lightening CNN architectures by regularization driven weights' pruning. ESANN (2022)
Clément Rebuffel, Marco Roberti, Laure Soulier, Geoffrey Scoutheeten, Rossella Cancelliere, Patrick Gallinari
Controlling Hallucinations at Word Level in Data-to-Text Generation. CoRR (2021)
Marco Roberti, Alessandro Druetto, Deborah Busonero, Rossella Cancelliere, Davide Cavagnino, Mario Gai
Anomaly Detection Techniques in the Gaia Space Mission Data. J. Signal Process. Syst. 93 (11) (2021)
Marco Roberti, Alessandro Druetto, Deborah Busonero, Rossella Cancelliere, Davide Cavagnino, Mario Gai
Correction to: Anomaly Detection Techniques in the Gaia Space Mission Data. J. Signal Process. Syst. 93 (11) (2021)
Giovanni Bonetta, Marco Roberti, Rossella Cancelliere, Patrick Gallinari
The Rare Word Issue in Natural Language Generation: A Character-Based Solution. Informatics 8 (1) (2021)
Giovanni Bonetta, Rossella Cancelliere, Ding Liu, Paul Vozila
Retrieval-Augmented Transformer-XL for Close-Domain Dialog Generation. CoRR (2021)
Giovanni Bonetta, Rossella Cancelliere, Ding Liu, Paul Vozila
Retrieval-Augmented Transformer-XL for Close-Domain Dialog Generation. FLAIRS Conference (2021)
Alessandro Druetto, Marco Roberti, Rossella Cancelliere, Davide Cavagnino, Mario Gai
A Deep Learning Approach to Anomaly Detection in the Gaia Space Mission Data. IWANN (2) (2019)
Marco Botta, Rossella Cancelliere, Leo Ghignone, Fabio Tango, Patrick Gallinari, Clara Luison
Real-time detection of driver distraction: random projections for pseudo-inversion-based neural training. Knowl. Inf. Syst. 60 (3) (2019)
Marco Roberti, Giovanni Bonetta, Rossella Cancelliere, Patrick Gallinari
Copy mechanism and tailored training for character-based data-to-text generation. CoRR (2019)
Marco Roberti, Giovanni Bonetta, Rossella Cancelliere, Patrick Gallinari
Copy Mechanism and Tailored Training for Character-Based Data-to-Text Generation. ECML/PKDD (2) (2019)
Leo Ghignone, Rossella Cancelliere
Neural Learning of Heuristic Functions for General Game Playing. MOD (2016)
Luca Rubini, Rossella Cancelliere, Patrick Gallinari, Andrea Grosso
Local search and pseudoinversion: an hybrid approach to neural network training. Knowl. Inf. Syst. 48 (2) (2016)
Rossella Cancelliere, R. Deluca, Mario Gai, Patrick Gallinari, Luca Rubini
An analysis of numerical issues in neural training by pseudoinversion. CoRR (2015)
Rossella Cancelliere, Mario Gai, Patrick Gallinari, Luca Rubini
OCReP: An Optimally Conditioned Regularization for Pseudoinversion Based Neural Training. CoRR (2015)
Rossella Cancelliere, Mario Gai, Patrick Gallinari, Luca Rubini
OCReP: An Optimally Conditioned Regularization for pseudoinversion based neural training. Neural Networks 71 (2015)
Luca Rubini, Rossella Cancelliere, Patrick Gallinari, Andrea Grosso, Antonino Raiti
Computational Experience with Pseudoinversion-Based Training of Neural Networks Using Random Projection Matrices. AIMSA (2014)
Rossella Cancelliere, Alberto Gosso, Andrea Grosso
Neural networks for wind power generation forecasting: A case study. ICNSC (2013)
Rossella Cancelliere, Mario Gai, Thierry Artières, Patrick Gallinari
Matrix Pseudoinversion for Image Neural Processing. ICONIP (5) (2012)
Rossella Cancelliere, Mario Gai
Efficient computation and neural processing of astrometric images. Comput. Informatics 28 (5) (2009)
Elena Roglia, Rossella Cancelliere, Rosa Meo
Classification of chestnuts with feature selection by noise resilient classifiers. ESANN (2008)
Rossella Cancelliere, Mario Gai
Neural network high precision processing for astronomical images. EUSIPCO (2007)
Rossella Cancelliere, Angela Slavova
Dynamics and stability of generalized cellular nonlinear network model. Appl. Math. Comput. 165 (1) (2005)
Rossella Cancelliere, Mario Gai
Neural Network Performances in Astronomical Image Processing. ESANN (2003)
Rossella Cancelliere
A High Parallel Procedure to Initialize the Output Weights of a Radial Basis Function or BP Neural Network. PARA (2000)
Rossella Cancelliere, Roberto Gemello
Efficient training of Time Delay Neural Networks for sequential patterns. Neurocomputing 10 (1) (1996)