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M. Cococcioni · SciRah

Researcher profile · Semantic Scholar

M. Cococcioni

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M. Cococcioni — researcher profile on SciRah

h-index: 22
Works: 133
Citations: 1,703

Most-cited papers

Photonic Neural Networks: A Survey
L. de Marinis, M. Cococcioni, P. Castoldi, N. Andriolli
2019IEEE Access125 citations Open access
Semantic Scholar
The Big-M method with the numerical infinite M
M. Cococcioni, Lorenzo Fiaschi
2020Optimization Letters99 citations Open access
Semantic Scholar
Lexicographic multi-objective linear programming using grossone methodology: Theory and algorithm
M. Cococcioni, M. Pappalardo, Yaroslav D. Sergeyev
2018Applied Mathematics and Computation93 citations Open access
Semantic Scholar
24-hour-ahead forecasting of energy production in solar PV systems
M. Cococcioni, Eleonora D'Andrea, B. Lazzerini
2011International Conference on Intelligent Systems Design and Applications88 citations
Semantic Scholar
Robust Diagnosis of Rolling Element Bearings Based on Classification Techniques
M. Cococcioni, B. Lazzerini, Sara Lioba Volpi
2013IEEE Transactions on Industrial Informatics79 citations
Semantic Scholar
Solving the Lexicographic Multi-Objective Mixed-Integer Linear Programming Problem using branch-and-bound and grossone methodology
M. Cococcioni, Alessandro Cudazzo, M. Pappalardo, Yaroslav D. Sergeyev
2020Communications in nonlinear science & numerical simulation46 citations
Semantic Scholar
A Lightweight Posit Processing Unit for RISC-V Processors in Deep Neural Network Applications
M. Cococcioni, Federico Rossi, E. Ruffaldi, S. Saponara
2021IEEE Transactions on Emerging Topics in Computing39 citations Open access
Semantic Scholar
Novel Arithmetics in Deep Neural Networks Signal Processing for Autonomous Driving: Challenges and Opportunities
M. Cococcioni, Federico Rossi, E. Ruffaldi, S. Saponara +1 more
2021IEEE Signal Processing Magazine35 citations Open access
Semantic Scholar
Solving mixed Pareto-Lexicographic multi-objective optimization problems: The case of priority chains
Leonardo Lai, Lorenzo Fiaschi, M. Cococcioni
2020Swarm and Evolutionary Computation35 citations Open access
Semantic Scholar
On reducing computational overhead in multi-objective genetic Takagi-Sugeno fuzzy systems
M. Cococcioni, B. Lazzerini, F. Marcelloni
2011Applied Soft Computing35 citations
Semantic Scholar
Photonic Integrated Reconfigurable Linear Processors as Neural Network Accelerators
L. de Marinis, M. Cococcioni, O. Liboiron-Ladouceur, G. Contestabile +2 more
2021Applied Sciences34 citations Open access
Semantic Scholar
Photonic-aware neural networks
E. Paolini, L. de Marinis, M. Cococcioni, L. Valcarenghi +2 more
2022Neural computing & applications (Print)33 citations Open access
Semantic Scholar
Fast Approximations of Activation Functions in Deep Neural Networks when using Posit Arithmetic
M. Cococcioni, Federico Rossi, E. Ruffaldi, S. Saponara
2020Italian National Conference on Sensors33 citations Open access
Semantic Scholar
Mission Planning and Decision Support for Underwater Glider Networks: A Sampling on-Demand Approach
G. Ferri, M. Cococcioni, A. Alvarez
2015Italian National Conference on Sensors31 citations Open access
Semantic Scholar
SVME: an ensemble of support vector machines for detecting oil spills from full resolution MODIS images
M. Cococcioni, L. Corucci, A. Masini, Fabio Nardelli
2012Deutsche Hydrographische Zeitschrift30 citations
Semantic Scholar
Exploiting Posit Arithmetic for Deep Neural Networks in Autonomous Driving Applications
M. Cococcioni, E. Ruffaldi, S. Saponara
20182018 International Conference of Electrical and Electronic Technologies for Automotive26 citations Open access
Semantic Scholar
Model based decision support for underwater glider operation monitoring
R. Grasso, D. Cecchi, M. Cococcioni, C. Trees +3 more
2010OCEANS 2010 MTS/IEEE SEATTLE26 citations
Semantic Scholar
Approaching bathymetry estimation from high resolution multispectral satellite images using a neuro-fuzzy technique
L. Corucci, A. Masini, M. Cococcioni
201125 citations
Semantic Scholar
Solving Mixed Pareto-Lexicographic Multiobjective Optimization Problems: The Case of Priority Levels
Leonardo Lai, Lorenzo Fiaschi, M. Cococcioni, K. Deb
2021IEEE Transactions on Evolutionary Computation24 citations
Semantic Scholar
Pure and mixed lexicographic-paretian many-objective optimization: state of the art
Leonardo Lai, Lorenzo Fiaschi, M. Cococcioni, K. Deb
2022Natural Computing23 citations Open access
Semantic Scholar
Numerical Asymptotic Results in Game Theory Using Sergeyev's Infinity Computing
Lorenzo Fiaschi, M. Cococcioni
2018International Journal of Unconventional Computing23 citations
Semantic Scholar
A Fast Approximation of the Hyperbolic Tangent When Using Posit Numbers and Its Application to Deep Neural Networks
M. Cococcioni, Federico Rossi, E. Ruffaldi, S. Saponara
2019Applications in Electronics Pervading Industry, Environment and Society22 citations
Semantic Scholar
One day-ahead forecasting of energy production in solar photovoltaic installations: An empirical study
M. Cococcioni, Eleonora D'Andrea, B. Lazzerini
2012International Journal of Intelligent Decision Technologies22 citations
Semantic Scholar
Fast deep neural networks for image processing using posits and ARM scalable vector extension
M. Cococcioni, Federico Rossi, E. Ruffaldi, S. Saponara
2020Journal of Real-Time Image Processing17 citations
Semantic Scholar
A decision support system for optimal deployment of sonobuoy networks based on sea current forecasts and multi-objective evolutionary optimization
R. Grasso, M. Cococcioni, B. Mourre, J. Osler +1 more
2013Expert systems with applications17 citations
Semantic Scholar
Non-Archimedean game theory: A numerical approach
Lorenzo Fiaschi, M. Cococcioni
2020Applied Mathematics and Computation16 citations
Semantic Scholar
A Novel Posit-based Fast Approximation of ELU Activation Function for Deep Neural Networks
M. Cococcioni, Federico Rossi, E. Ruffaldi, S. Saponara
2020International Conference on Smart Computing15 citations
Semantic Scholar
Towards lexicographic multi-objective linear programming using grossone methodology
M. Cococcioni, M. Pappalardo, Yaroslav D. Sergeyev
201614 citations Open access
Semantic Scholar
Rapid prototyping of high performance fuzzy computing applications using high level GPU programming for maritime operations support
M. Cococcioni, R. Grasso, M. Rixen
2011IEEE Symposium on Computational Intelligence for Security and Defense Applications14 citations
Semantic Scholar
Computer-aided detection of lung nodules based on decision fusion techniques
M. Antonelli, M. Cococcioni, B. Lazzerini, F. Marcelloni
2011Pattern Analysis and Applications14 citations
Semantic Scholar
Intelligent Systems Design and Applications - 20th International Conference on Intelligent Systems Design and Applications (ISDA 2020) held December 12-15, 2020
Sebastián Ventura, Ajith Abraham, Cristóbal Romero, F. Marcelloni +192 more
2021International Conference on Intelligent Systems Design and Applications13 citations Open access
Semantic Scholar
Adaptive sampling using fleets of underwater gliders in the presence of fixed buoys using a constrained clustering algorithm
M. Cococcioni, B. Lazzerini, Pierre FJ Lermusiaux
2015Oceans13 citations Open access
Semantic Scholar
Vectorizing posit operations on RISC-V for faster deep neural networks: experiments and comparison with ARM SVE
M. Cococcioni, Federico Rossi, E. Ruffaldi, S. Saponara
2021Neural computing & applications (Print)12 citations Open access
Semantic Scholar
A Decision Support Architecture for Maritime Operations Exploiting Multiple METOC Centres and Uncertainty
R. Grasso, M. Cococcioni, M. Rixen, A. Baldacci
2011International Journal of Strategic Decision Sciences12 citations
Semantic Scholar
Game Theory for Unmanned Vehicle Path Planning in the Marine Domain: State of the Art and New Possibilities
M. Cococcioni, Lorenzo Fiaschi, Pierre FJ Lermusiaux
2021Journal of Marine Science and Engineering11 citations Open access
Semantic Scholar
Non-Archimedean zero-sum games
M. Cococcioni, Lorenzo Fiaschi, L. Lambertini
2021Journal of Computational and Applied Mathematics11 citations Open access
Semantic Scholar
A maritime decision support system to assess risk in the presence of environmental uncertainties: the REP10 experiment
R. Grasso, M. Cococcioni, B. Mourre, J. Chiggiato +1 more
2012Deutsche Hydrographische Zeitschrift11 citations Open access
Semantic Scholar
Towards Efficient Multi-objective Genetic Takagi-Sugeno Fuzzy Systems for High Dimensional Problems
M. Cococcioni, B. Lazzerini, F. Marcelloni
201010 citations
Semantic Scholar
Novel Arithmetics to Accelerate Machine Learning Classifiers in Autonomous Driving Applications
M. Cococcioni, Federico Rossi, E. Ruffaldi, S. Saponara
2019International Conference on Electronics, Circuits, and Systems9 citations Open access
Semantic Scholar
A generic decision support architecture for maritime operations
R. Grasso, M. Cococcioni, M. Rixen, C. Trees +1 more
2010International Journal of Intelligent Defence Support Systems9 citations
Semantic Scholar
Oil spill classification from multi-spectral satellite images: exploring different machine learning techniques
L. Corucci, Fabio Nardelli, M. Cococcioni
2010Remote Sensing9 citations
Semantic Scholar
Small Reals Representations for Deep Learning at the Edge: A Comparison
M. Cococcioni, Federico Rossi, E. Ruffaldi, S. Saponara
2022Conference for Next Generation Arithmetic8 citations Open access
Semantic Scholar
The algorithmic numbers in non-archimedean numerical computing environments
V. Benci, M. Cococcioni
2021Discrete and Continuous Dynamical Systems. Series A8 citations Open access
Semantic Scholar
Handling Priority Levels in Mixed Pareto-Lexicographic Many-Objective Optimization Problems
Leonardo Lai, Lorenzo Fiaschi, M. Cococcioni, K. Deb
2021International Conference on Evolutionary Multi-Criterion Optimization8 citations
Semantic Scholar
Sampling on-demand with fleets of underwater gliders
G. Ferri, M. Cococcioni, A. Alvarez
20132013 MTS/IEEE OCEANS - Bergen8 citations
Semantic Scholar
Neural networks in closed-loop systems: Verification using interval arithmetic and formal prover
Federico Rossi, C. Bernardeschi, M. Cococcioni
2024Engineering applications of artificial intelligence7 citations Open access
Semantic Scholar
A semi-supervised learning-aided evolutionary approach to occupational safety improvement
M. Cococcioni, B. Lazzerini, F. Pistolesi
2016IEEE Congress on Evolutionary Computation7 citations Open access
Semantic Scholar
A Non-Archimedean Interior Point Method and Its Application to the Lexicographic Multi-Objective Quadratic Programming
Lorenzo Fiaschi, M. Cococcioni
2021Mathematics6 citations Open access
Semantic Scholar
Generalizing Pure and Impure Iterated Prisoner's Dilemmas to the Case of Infinite and Infinitesimal Quantities
Lorenzo Fiaschi, M. Cococcioni
2019Numerical Computations: Theory and Algorithms6 citations
Semantic Scholar
Towards Formal Verification of Neural Networks in Cyber-Physical Systems
Federico Rossi, C. Bernardeschi, M. Cococcioni, Maurizio Palmieri
2024NASA Formal Methods5 citations Open access
Semantic Scholar

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