IRIS
GHIO, ALESSANDRO
 Distribuzione geografica
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Continente #
EU - Europa 5.340
Totale 5.340
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Nazione #
IT - Italia 5.340
Totale 5.340
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Città #
Genova 4.270
Rapallo 511
Genoa 401
Vado Ligure 141
Bordighera 17
Totale 5.340
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Nome #
Machine learning approaches for improving condition-based maintenance of naval propulsion plants 147
Global Rademacher Complexity Bounds: From Slow to Fast Convergence Rates 138
A support vector machine with integer parameters 134
A Learning Machine for Resource Limited Adaptive Hardware 132
A Novel Procedure for Training L1-L2 Support Vector Machine Classifiers 129
Selecting the hypothesis space for improving the generalization ability of support vector machines 126
Human Activity Recognition on Smartphones Using a Multiclass Hardware-Friendly Support Vector Machine 126
A FPGA Core Generator for Embedded Classification Systems 122
Unlabeled Patterns to Tighten Rademacher Complexity Error Bounds for Kernel Classifiers 121
Fast convergence of extended Rademacher Complexity bounds 121
In-Sample and Out-of-Sample Model Selection and Error Estimation for Support Vector Machines 119
An Improved Analysis of the Rademacher Data-dependent Bound Using Its Self-Bounding Property 117
Maximal Discrepancy for Support Vector Machines 116
A Hardware-friendly Support Vector Machine for Embedded Automotive Applications 114
Maximal Discrepancy for Support Vector Machines 113
Learning Resource-Aware Classifiers for Mobile Devices: From Regularization to Energy Efficiency 112
Energy Load Forecasting Using Empirical Mode Decomposition and Support Vector Regression 110
Machine learning for wear forecasting of naval assets for condition-based maintenance applications 110
Support vector machines and strictly positive definite kernel: The regularization hyperparameter is more important than the kernel hyperparameters 110
Smart underwater wireless sensor networks 109
Some Results About the Vapnik-Chervonenkis Entropy and the Rademacher Complexity 108
A Support Vector Machine Classifier from a Bit-Constrained, Sparse and Localized Hypothesis Space 107
Human Activity Recognition on Smartphones with Awareness of Basic Activities and Postural Transitions 102
Model Selection for Support Vector Machines: Advantages and Disadvantages of the Machine Learning Theory 102
In-Sample Model Selection for Trimmed Hinge Loss Support Vector Machine 102
Advances in Learning Analytics and Educational Data Mining 101
Rademacher Complexity and Structural Risk Minimization: an Application to Human Gene Expression Datasets 100
Local Rademacher Complexity: Sharper risk bounds with and without unlabeled samples 99
The ‘K’ in K-fold Cross Validation 98
Long-Term Energy Load Forecasting Using Auto-Regressive and Approximating Support Vector Regression 98
Training Computationally Efficient Smartphone-based Human Activity Recognition Models 97
Test Error Bounds for Classifiers: A Survey of Old and New Results 97
A Learning Analytics Methodology to Profile Students Behavior and Explore Interactions with a Digital Electronics Simulator 97
A Heuristic Approach to Model Selection for Online Support Vector Machines 95
Using Variable Neighborhood Search to Improve the Support Vector Machine Performance in Embedded Automotive Applications 92
A deep connection between the vapnik-chervonenkis entropy and the rademacher complexity 91
Energy Efficient Smartphone-Based Activity Recognition Using Fixed-Point Arithmetic 90
A Learning Machine with a Bit-Based Hypothesis Space 90
Smartphone battery saving by bit-based hypothesis spaces and local Rademacher Complexities 86
Out-of-Sample Error Estimation: The Blessing of High Dimensionality 86
Fully Empirical and Data-Dependent Stability-Based Bounds 86
In-sample Model Selection for Support Vector Machines 85
K–Fold Cross Validation for Error Rate Estimate in Support Vector Machines 84
A Sustainability Analytics Matlab® Tool to Predict Ship Energy Consumption 80
Shrinkage learning to improve SVM with hints 80
Human algorithmic stability and Human Rademacher Complexity 75
Smart Plankton: a new generation of underwater wireless sensor networks 72
Nested Sequential Minimal Optimization for Support Vector Machine 72
Byte The Bullet: Learning on Real-World Computing Architectures 68
The Impact of Unlabeled Patterns in Rademacher Complexity Theory for Kernel Classifiers. 64
Structural Risk Minimization and Rademacher Complexity for Regression 64
Learning with Few Bits on Small-Scale Devices: from Regularization to Energy Efficiency 56
Human Activity and Motion Disorder Recognition: Towards Smarter Interactive Cognitive Environments 55
Maximal Discrepancy vs. Rademacher Complexity for Error Estimation 50
Model selection for Big Data: Algorithmic stability and Bag of Little Bootstraps on GPUs 49
A Public Domain Dataset for Human Activity Recognition using Smartphones 46
Totale 5.450
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Categoria #
all - tutte 14.845
article - articoli 4.780
book - libri 0
conference - conferenze 10.065
curatela - curatele 0
other - altro 0
patent - brevetti 0
selected - selezionate 0
volume - volumi 0
Totale 29.690
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Totale Lug Ago Sett Ott Nov Dic Gen Feb Mar Apr Mag Giu
2019/20201.330 0 0 0 84 115 144 214 86 139 263 161 124
2020/2021339 24 36 32 19 23 54 5 33 35 40 19 19
2021/2022705 20 36 76 82 27 60 34 175 24 59 29 83
2022/2023614 60 55 5 119 63 115 5 31 79 0 73 9
2023/2024298 14 54 9 32 18 48 16 33 3 5 18 48
2024/2025158 33 88 15 22 0 0 0 0 0 0 0 0
Totale 5.450