Rodolfo Zunino

Publication Activity (10 Years)

Years Active: 1989-2023
Publications (10 Years): 30

Top Venues

ICECS

Neurocomputing

ApplePies

Cogn. Comput.

Publications

Simone Lugani, Edoardo Ragusa, Rodolfo Zunino, Paolo Gastaldo
Lightweight Neural Networks for Affordance Segmentation: Enhancement of the Decoder Module. ApplePies (2023)
Edoardo Ragusa, Christian Gianoglio, Rodolfo Zunino, Paolo Gastaldo
An approximate randomization-based neural network with dedicated digital architecture for energy-constrained devices. Neural Comput. Appl. 35 (9) (2023)
Edoardo Ragusa, Tommaso Apicella, Christian Gianoglio, Rodolfo Zunino, Paolo Gastaldo
Design and Deployment of an Image Polarity Detector with Visual Attention. Cogn. Comput. 14 (1) (2022)
Edoardo Ragusa, Matteo Pastorino Ghezzi, Rodolfo Zunino, Paolo Gastaldo
Affordance Segmentation Using RGB-D Sensors for Application in Portable Embedded Systems. ApplePies (2022)
Edoardo Ragusa, Valentina Mastronardi, Deborah Pedone, Mauro Moglianetti, Pier Paolo Pompa, Rodolfo Zunino, Paolo Gastaldo
Random Weights Neural Network for Low-Cost Readout of Colorimetric Reactions: Accurate Detection of Antioxidant Levels. SYSINT (2022)
Edoardo Ragusa, Christian Gianoglio, Rodolfo Zunino, Maurizio Valle, Paolo Gastaldo
A Pipelined Implementation of the $n$-mode Tensor-Matrix Multiplication. ICECS 2022 (2022)
Alessio Canepa, Edoardo Ragusa, Rodolfo Zunino, Paolo Gastaldo
Detection-based video surveillance using Deep Neural Networks on STM32 microcontroller. ICECS 2022 (2022)
Alessio Canepa, Edoardo Ragusa, Rodolfo Zunino, Paolo Gastaldo
T-RexNet - A Hardware-Aware Neural Network for Real-Time Detection of Small Moving Objects. Sensors 21 (4) (2021)
Christian Gianoglio, Edoardo Ragusa, Rodolfo Zunino, Paolo Gastaldo
Efficient Digital Implementation of n-mode Tensor-Matrix Multiplication. AICAS (2021)
Christian Gianoglio, Edoardo Ragusa, Rodolfo Zunino, Maurizio Valle
1-D Convolutional Neural Networks for Touch Modalities Classification. ICECS (2021)
Alessio Canepa, Edoardo Ragusa, Christian Gianoglio, Paolo Gastaldo, Rodolfo Zunino
A pose-based hand image classification method retrainable on embedded target devices. ICECS (2021)
Edoardo Ragusa, Christian Gianoglio, Rodolfo Zunino, Paolo Gastaldo
Random-based networks with dropout for embedded systems. Neural Comput. Appl. 33 (12) (2021)
Edoardo Ragusa, Tommaso Apicella, Christian Gianoglio, Rodolfo Zunino, Paolo Gastaldo
An hardware-aware image polarity detector enhanced with visual attention. IJCNN (2020)
Edoardo Ragusa, Christian Gianoglio, Rodolfo Zunino, Paolo Gastaldo
Image Polarity Detection on Resource-Constrained Devices. IEEE Intell. Syst. 35 (6) (2020)
Edoardo Ragusa, Paolo Gastaldo, Rodolfo Zunino, Erik Cambria
Balancing computational complexity and generalization ability: A novel design for ELM. Neurocomputing 401 (2020)
Edoardo Ragusa, Christian Gianoglio, Rodolfo Zunino, Paolo Gastaldo
Improving the Robustness of Threshold-Based Single Hidden Layer Neural Networks via Regularization. AICAS (2020)
Edoardo Ragusa, Christian Gianoglio, Rodolfo Zunino, Paolo Gastaldo
A Design Strategy for the Efficient Implementation of Random Basis Neural Networks on Resource-Constrained Devices. Neural Process. Lett. 51 (2) (2020)
Edoardo Ragusa, Paolo Gastaldo, Rodolfo Zunino
Fast Transfer Learning for Image Polarity Detection. INNSBDDL (2019)
Edoardo Ragusa, Christian Gianoglio, Rodolfo Zunino, Paolo Gastaldo
A Computationally Light Pruning Strategy for Single Layer Neural Networks based on Threshold Function. ICECS (2019)
Edoardo Ragusa, Christian Gianoglio, Rodolfo Zunino, Paolo Gastaldo
Data-Driven Video Grasping Classification for Low-Power Embedded System. ICECS (2019)
Edoardo Ragusa, Paolo Gastaldo, Rodolfo Zunino, Marco Jacopo Ferrarotti, Walter Rocchia, Sergio Decherchi
Cognitive Insights into Sentic Spaces Using Principal Paths. Cogn. Comput. 11 (5) (2019)
Edoardo Ragusa, Paolo Gastaldo, Rodolfo Zunino, Erik Cambria
Learning with Similarity Functions: a Tensor-Based Framework. Cogn. Comput. 11 (1) (2019)
Hassan Mokalled, Rosario Catelli, Valentina Casola, Daniele Debertol, Ermete Meda, Rodolfo Zunino
The Applicability of a SIEM Solution: Requirements and Evaluation. WETICE (2019)
Qian Chen, Edoardo Ragusa, Iti Chaturvedi, Erik Cambria, Rodolfo Zunino
Text-Image Sentiment Analysis. CICLing (2) (2018)
Iti Chaturvedi, Edoardo Ragusa, Paolo Gastaldo, Rodolfo Zunino, Erik Cambria
Bayesian network based extreme learning machine for subjectivity detection. J. Frankl. Inst. 355 (4) (2018)
Edoardo Ragusa, Christian Gianoglio, Paolo Gastaldo, Rodolfo Zunino
A Digital Implementation of Extreme Learning Machines for Resource-Constrained Devices. IEEE Trans. Circuits Syst. II Express Briefs (8) (2018)
Paolo Gastaldo, Federica Bisio, Christian Gianoglio, Edoardo Ragusa, Rodolfo Zunino
Learning with similarity functions: A novel design for the extreme learning machine. Neurocomputing 261 (2017)
Paolo Gastaldo, Federica Bisio, Sergio Decherchi, Rodolfo Zunino
SIM-ELM: Connecting the ELM model with similarity-function learning. Neural Networks 74 (2016)
Federica Bisio, Sergio Decherchi, Paolo Gastaldo, Rodolfo Zunino
Inductive bias for semi-supervised extreme learning machine. Neurocomputing 174 (2016)
Claudia Meda, Edoardo Ragusa, Christian Gianoglio, Rodolfo Zunino, Augusto Ottaviano, Eugenio Scillia, Roberto Surlinelli
Spam detection of Twitter traffic: A framework based on random forests and non-uniform feature sampling. ASONAM (2016)
Federica Bisio, Claudia Meda, Rodolfo Zunino, Roberto Surlinelli, Eugenio Scillia, Augusto Ottaviano
Real-time monitoring of Twitter traffic by using semantic networks. ASONAM (2015)
Paolo Gastaldo, Luigi Pinna, Lucia Seminara, Maurizio Valle, Rodolfo Zunino
A tensor-based approach to touch modality classification by using machine learning. Robotics Auton. Syst. 63 (2015)
Erik Cambria, Paolo Gastaldo, Federica Bisio, Rodolfo Zunino
An ELM-based model for affective analogical reasoning. Neurocomputing 149 (2015)
Federica Bisio, Paolo Gastaldo, Rodolfo Zunino, Erik Cambria
A learning scheme based on similarity functions for affective common-sense reasoning. IJCNN (2015)
Federica Bisio, Paolo Gastaldo, Rodolfo Zunino, Sergio Decherchi
Semi-supervised machine learning approach for unknown malicious software detection. INISTA (2014)
Federica Bisio, Paolo Gastaldo, Claudia Meda, Stefano Nasta, Rodolfo Zunino
Machine Learning-Based System for Detecting Unseen Malicious Software. ApplePies (2014)
Claudia Meda, Federica Bisio, Paolo Gastaldo, Rodolfo Zunino
A machine learning approach for Twitter spammers detection. ICCST (2014)
Stefano Caviglia, Paolo Gastaldo, Rodolfo Zunino, Daniele D. Caviglia
A high-linearity design for rail-to-rail fully differential current conveyors. ICECS (2014)
Paolo Gastaldo, Luigi Pinna, Lucia Seminara, Maurizio Valle, Rodolfo Zunino
Computational Intelligence Techniques for Tactile Sensing Systems. Sensors 14 (6) (2014)
Rodolfo Zunino, Federica Bisio, Chiara Peretti, Roberto Surlinelli, Eugenio Scillia, Augusto Ottaviano, Fabio Sangiacomo
An analyst-adaptive approach to focused crawlers. ASONAM (2013)
Federica Bisio, Paolo Gastaldo, Chiara Peretti, Rodolfo Zunino, Erik Cambria
Data intensive review mining for sentiment classification across heterogeneous domains. ASONAM (2013)
Erik Cambria, Guang-Bin Huang, Liyanaarachchi Lekamalage Chamara Kasun, Hongming Zhou, Chi-Man Vong, Jiarun Lin, Jianping Yin, Zhiping Cai, Qiang Liu, Kuan Li, Victor C. M. Leung, Liang Feng, Yew-Soon Ong, Meng-Hiot Lim, Anton Akusok, Amaury Lendasse, Francesco Corona, Rui Nian, Yoan Miche, Paolo Gastaldo, Rodolfo Zunino, Sergio Decherchi, Xuefeng Yang, Kezhi Mao, Beom-Seok Oh, Je-Hyoung Jeon, Kar-Ann Toh, Andrew Beng Jin Teoh, Jaihie Kim, Hanchao Yu, Yiqiang Chen, Junfa Liu
Extreme Learning Machines. IEEE Intell. Syst. 28 (6) (2013)
Sergio Decherchi, Paolo Gastaldo, Rodolfo Zunino, Erik Cambria, Judith Redi
Circular-ELM for the reduced-reference assessment of perceived image quality. Neurocomputing 102 (2013)
Paolo Gastaldo, Rodolfo Zunino, Judith Redi
Supporting visual quality assessment with machine learning. EURASIP J. Image Video Process. 2013 (2013)
Chiara Peretti, Paolo Gastaldo, Marco Stramezzi, Rodolfo Zunino
Embedded implementation of Edwards curve- and extended Jacobi quartic curve-based cryptosystems. ICITST (2013)
Sergio Decherchi, Paolo Gastaldo, Alessio Leoncini, Rodolfo Zunino
Efficient Digital Implementation of Extreme Learning Machines for Classification. IEEE Trans. Circuits Syst. II Express Briefs (8) (2012)
Alessio Leoncini, Fabio Sangiacomo, Sergio Decherchi, Paolo Gastaldo, Rodolfo Zunino
Semantic Oriented Clustering of Documents. ISNN (3) (2011)
Sergio Decherchi, Paolo Gastaldo, Ravinder S. Dahiya, Maurizio Valle, Rodolfo Zunino
Tactile-Data Classification of Contact Materials Using Computational Intelligence. IEEE Trans. Robotics 27 (3) (2011)
Sergio Decherchi, Davide Leoncini, Paolo Gastaldo, Rodolfo Zunino, Osvaldo Faggioni, Maurizio Soldani
Computational intelligence methods for underwater magnetic-based protection systems. IJCNN (2011)
Hantao Liu, Judith Redi, Hani Alers, Rodolfo Zunino, Ingrid Heynderickx
Efficient neural-network-based no-reference approach to an overall quality metric for JPEG and JPEG2000 compressed images. J. Electronic Imaging 20 (4) (2011)
Sergio Decherchi, Paolo Gastaldo, Fabio Sangiacomo, Alessio Leoncini, Rodolfo Zunino
Operative assessment of predicted generalization errors on non-stationary distributions in data-intensive applications. Intell. Data Anal. 15 (2) (2011)
Judith Redi, Hantao Liu, Rodolfo Zunino, Ingrid Heynderickx
Interactions of visual attention and quality perception. Human Vision and Electronic Imaging (2011)
Alessio Leoncini, Fabio Sangiacomo, Chiara Peretti, Sonia Argentesi, Rodolfo Zunino, Erik Cambria
Semantic Models for Style-Based Text Clustering. ICSC (2011)
Sergio Decherchi, Paolo Gastaldo, Rodolfo Zunino
Efficient approximate Regularized Least Squares by Toeplitz matrix. Pattern Recognit. Lett. 32 (3) (2011)
Judith Redi, Paolo Gastaldo, Ingrid Heynderickx, Rodolfo Zunino
Color Distribution Information for the Reduced-Reference Assessment of Perceived Image Quality. IEEE Trans. Circuits Syst. Video Technol. 20 (12) (2010)
Paolo Buschiazzo, Davide Leoncini, Rodolfo Zunino, Anna Marina Scapolla
A Web-Based Laboratory for Digital Signal Processing. Int. J. Online Eng. 6 (S1) (2010)
Fabio Sangiacomo, Alessio Leoncini, Sergio Decherchi, Paolo Gastaldo, Rodolfo Zunino
SeaLab Advanced Information Retrieval. ICSC (2010)
Sergio Decherchi, Sandro Ridella, Rodolfo Zunino, Paolo Gastaldo, Davide Anguita
Using unsupervised analysis to constrain generalization bounds for support vector classifiers. IEEE Trans. Neural Networks 21 (3) (2010)
Hantao Liu, Judith Redi, Hani Alers, Rodolfo Zunino, Ingrid Heynderickx
No-reference image quality assessment based on localized gradient statistics: application to JPEG and JPEG2000. Human Vision and Electronic Imaging (2010)
Álvaro Herrero, Emilio Corchado, Paolo Gastaldo, Rodolfo Zunino
Neural projection techniques for the visual inspection of network traffic. Neurocomputing 72 (16-18) (2009)
Davide Leoncini, Sergio Decherchi, Osvaldo Faggioni, Paolo Gastaldo, Maurizio Soldani, Rodolfo Zunino
A Preliminary Study on SVM Based Analysis of Underwater Magnetic Signals for Port Protection. CISIS (2009)
Sergio Decherchi, Simone Tacconi, Judith Redi, Alessio Leoncini, Fabio Sangiacomo, Rodolfo Zunino
Text Clustering for Digital Forensics Analysis. CISIS (2009)
Judith Redi, Paolo Gastaldo, Rodolfo Zunino
Hybrid Neural Systems for Reduced-Reference Image Quality Assessment. ICANN (2) (2009)
Judith Redi, Hantao Liu, Paolo Gastaldo, Rodolfo Zunino, Ingrid Heynderickx
How to apply spatial saliency into objective metrics for JPEG compressed images? ICIP (2009)
Sergio Decherchi, Paolo Gastaldo, Judith Redi, Rodolfo Zunino
Maximal-discrepancy bounds for regularized classifiers. IJCNN (2009)
Sergio Decherchi, Paolo Gastaldo, Mauro Parodi, Rodolfo Zunino
Circuit implementation of SVM training. IJCNN (2009)
Judith Redi, Paolo Gastaldo, Rodolfo Zunino, Ingrid Heynderickx
Co-occurrence Matrixes for the Quality Assessment of Coded Images. ICANN (1) (2008)
Paolo Gastaldo, Giovanni Parodi, Rodolfo Zunino
Enhanced Montgomery Multiplication on DSP Architectures for Embedded Public-Key Cryptosystems. EURASIP J. Embed. Syst. 2008 (2008)
Sergio Decherchi, Paolo Gastaldo, Judith Redi, Rodolfo Zunino
Non-stationary Data Mining: The Network Security Issue. ICANN (2) (2008)
Sergio Decherchi, Paolo Gastaldo, Judith Redi, Rodolfo Zunino
Hypermetric k-Means Clustering for Content-Based Document Management. CISIS (2008)
Paolo Gastaldo, Giovanni Parodi, Sergio Decherchi, Rodolfo Zunino
Efficient Implementation of SVM Training on Embedded Electronic Systems. WILF (2007)
Paolo Gastaldo, Giovanni Parodi, Judith Redi, Rodolfo Zunino
No-Reference Quality Assessment of JPEG Images by Using CBP Neural Networks. ICANN (2) (2007)
Álvaro Herrero, Emilio Corchado, Paolo Gastaldo, Davide Leoncini, Francesco Picasso, Rodolfo Zunino
Intrusion Detection at Packet Level by Unsupervised Architectures. IDEAL (2007)
Paolo Gastaldo, Francesco Picasso, Rodolfo Zunino, Álvaro Herrero, Emilio Corchado, José Manuel Sáiz
IDS Based on Bio-inspired Models. KES (2) (2007)
Álvaro Herrero, Emilio Corchado, Paolo Gastaldo, Rodolfo Zunino
A Comparison of Neural Projection Techniques Applied to Intrusion Detection Systems. IWANN (2007)
Sergio Decherchi, Giovanni Parodi, Paolo Gastaldo, Rodolfo Zunino
Embedded Electronics Systems for Training Support Vector Machines. IJCNN (2006)
Paolo Gastaldo, Sandro Ridella, Rodolfo Zunino
Prospects of quantum-classical optimization for digital design. Appl. Math. Comput. 179 (2) (2006)
Paolo Gastaldo, Rodolfo Zunino
Neural networks for the no-reference assessment of perceived quality. J. Electronic Imaging 14 (3) (2005)
Paolo Gastaldo, Rodolfo Zunino, Ingrid Heynderickx, Elena Vicario
Objective quality assessment of displayed images by using neural networks. Signal Process. Image Commun. 20 (7) (2005)
Paolo Gastaldo, Rodolfo Zunino
No-reference quality assessment of JPEG images by using CBP neural networks. ISCAS (5) (2004)
Sandro Ridella, Rodolfo Zunino
Using K-Winner Machines for domain analysis. Neurocomputing 62 (2004)
Davide Anguita, Sandro Ridella, Fabio Rivieccio, Rodolfo Zunino
Hyperparameter design criteria for support vector classifiers. Neurocomputing 55 (1-2) (2003)
Davide Anguita, Sandro Ridella, Fabio Rivieccio, Rodolfo Zunino
Quantum optimization for training support vector machines. Neural Networks 16 (5-6) (2003)
Massimiliano Bracco, Sandro Ridella, Rodolfo Zunino
Digital implementation of hierarchical vector quantization. IEEE Trans. Neural Networks 14 (5) (2003)
Paolo Gastaldo, Rodolfo Zunino, Ingrid Heynderickx, Elena Vicario
Circular Back-Propagation Networks for Measuring Displayed Image Quality. ICANN (2002)
P. Carrai, Ingrid Heynderickx, Paolo Gastaldo, Rodolfo Zunino
Image quality assessment by using neural networks. ISCAS (5) (2002)
Paolo Gastaldo, Stefano Rovetta, Rodolfo Zunino
Objective quality assessment of MPEG-2 video streams by using CBP neural networks. IEEE Trans. Neural Networks 13 (4) (2002)
Paolo Gastaldo, Rodolfo Zunino, Stefano Rovetta
Objective assessment of MPEG-2 video quality. J. Electronic Imaging 11 (3) (2002)
Paolo Gastaldo, Rodolfo Zunino
Hausdorff distance for target detection. ISCAS (5) (2002)
Davide Anguita, Sandro Ridella, Fabio Rivieccio, Rodolfo Zunino
Automatic Hyperparameter Tuning for Support Vector Machines. ICANN (2002)
Sandro Ridella, Stefano Rovetta, Rodolfo Zunino
K-winner machines for pattern classification. IEEE Trans. Neural Networks 12 (2) (2001)
Sandro Ridella, Rodolfo Zunino
Empirical measure of multiclass generalization performance: the K-winner machine case. IEEE Trans. Neural Networks 12 (6) (2001)
Sandro Ridella, Stefano Rovetta, Rodolfo Zunino
The K-Winner Machine Model. IJCNN (1) (2000)
Sandro Ridella, Stefano Rovetta, Rodolfo Zunino
Augmenting vector quantization with interval arithmetics for image-coding applications. ISCAS (2000)
Rodolfo Zunino, Stefano Rovetta
Vector quantization for license-plate location and image coding. IEEE Trans. Ind. Electron. 47 (1) (2000)
Sandro Ridella, Stefano Rovetta, Rodolfo Zunino
Representation and generalization properties of class-entropy networks. IEEE Trans. Neural Networks 10 (1) (1999)
Stefano Rovetta, Rodolfo Zunino
Analog vector quantization chip for flexible video compression systems. ISCAS (4) (1999)
Stefano Rovetta, Rodolfo Zunino
Flexible video compression systems using an analog vector quantization chip. ICASSP (1999)
Stefano Rovetta, Rodolfo Zunino
License-plate localization by using vector quantization. ICASSP (1999)
Rodolfo Zunino, Stefano Rovetta
Visual location of license plates by vector quantization. ISCAS (4) (1999)

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Publication Activity (10 Years)

Top Topics

Top Venues

Rodolfo Zunino