IRIS
GHIO, ALESSANDRO
 Distribuzione geografica
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Continente #
EU - Europa 5.636
Totale 5.636
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Nazione #
IT - Italia 5.636
Totale 5.636
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Città #
Genova 4.270
Rapallo 511
Vado Ligure 422
Genoa 416
Bordighera 17
Totale 5.636
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Nome #
Machine learning approaches for improving condition-based maintenance of naval propulsion plants 152
Global Rademacher Complexity Bounds: From Slow to Fast Convergence Rates 143
A support vector machine with integer parameters 140
A Learning Machine for Resource Limited Adaptive Hardware 139
A Novel Procedure for Training L1-L2 Support Vector Machine Classifiers 137
Human Activity Recognition on Smartphones Using a Multiclass Hardware-Friendly Support Vector Machine 132
Selecting the hypothesis space for improving the generalization ability of support vector machines 131
A FPGA Core Generator for Embedded Classification Systems 129
Unlabeled Patterns to Tighten Rademacher Complexity Error Bounds for Kernel Classifiers 126
Fast convergence of extended Rademacher Complexity bounds 125
In-Sample and Out-of-Sample Model Selection and Error Estimation for Support Vector Machines 124
An Improved Analysis of the Rademacher Data-dependent Bound Using Its Self-Bounding Property 121
A Hardware-friendly Support Vector Machine for Embedded Automotive Applications 120
Maximal Discrepancy for Support Vector Machines 119
Maximal Discrepancy for Support Vector Machines 119
Learning Resource-Aware Classifiers for Mobile Devices: From Regularization to Energy Efficiency 117
Support vector machines and strictly positive definite kernel: The regularization hyperparameter is more important than the kernel hyperparameters 115
A Support Vector Machine Classifier from a Bit-Constrained, Sparse and Localized Hypothesis Space 114
Smart underwater wireless sensor networks 114
Energy Load Forecasting Using Empirical Mode Decomposition and Support Vector Regression 114
Machine learning for wear forecasting of naval assets for condition-based maintenance applications 114
Some Results About the Vapnik-Chervonenkis Entropy and the Rademacher Complexity 111
A Learning Analytics Methodology to Profile Students Behavior and Explore Interactions with a Digital Electronics Simulator 107
Model Selection for Support Vector Machines: Advantages and Disadvantages of the Machine Learning Theory 106
In-Sample Model Selection for Trimmed Hinge Loss Support Vector Machine 106
Human Activity Recognition on Smartphones with Awareness of Basic Activities and Postural Transitions 105
Advances in Learning Analytics and Educational Data Mining 105
Long-Term Energy Load Forecasting Using Auto-Regressive and Approximating Support Vector Regression 104
The ‘K’ in K-fold Cross Validation 103
Rademacher Complexity and Structural Risk Minimization: an Application to Human Gene Expression Datasets 103
Training Computationally Efficient Smartphone-based Human Activity Recognition Models 101
Test Error Bounds for Classifiers: A Survey of Old and New Results 101
Local Rademacher Complexity: Sharper risk bounds with and without unlabeled samples 101
A Heuristic Approach to Model Selection for Online Support Vector Machines 100
Smartphone battery saving by bit-based hypothesis spaces and local Rademacher Complexities 99
Using Variable Neighborhood Search to Improve the Support Vector Machine Performance in Embedded Automotive Applications 98
A Learning Machine with a Bit-Based Hypothesis Space 95
A deep connection between the vapnik-chervonenkis entropy and the rademacher complexity 95
Energy Efficient Smartphone-Based Activity Recognition Using Fixed-Point Arithmetic 94
Fully Empirical and Data-Dependent Stability-Based Bounds 91
Out-of-Sample Error Estimation: The Blessing of High Dimensionality 90
In-sample Model Selection for Support Vector Machines 89
K–Fold Cross Validation for Error Rate Estimate in Support Vector Machines 88
A Sustainability Analytics Matlab® Tool to Predict Ship Energy Consumption 84
Shrinkage learning to improve SVM with hints 83
Human algorithmic stability and Human Rademacher Complexity 81
Smart Plankton: a new generation of underwater wireless sensor networks 78
Model selection for Big Data: Algorithmic stability and Bag of Little Bootstraps on GPUs 76
Nested Sequential Minimal Optimization for Support Vector Machine 75
Byte The Bullet: Learning on Real-World Computing Architectures 73
The Impact of Unlabeled Patterns in Rademacher Complexity Theory for Kernel Classifiers. 67
Structural Risk Minimization and Rademacher Complexity for Regression 67
Learning with Few Bits on Small-Scale Devices: from Regularization to Energy Efficiency 59
Human Activity and Motion Disorder Recognition: Towards Smarter Interactive Cognitive Environments 58
Maximal Discrepancy vs. Rademacher Complexity for Error Estimation 56
A Public Domain Dataset for Human Activity Recognition using Smartphones 52
Totale 5.746
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Categoria #
all - tutte 15.930
article - articoli 5.078
book - libri 0
conference - conferenze 10.852
curatela - curatele 0
other - altro 0
patent - brevetti 0
selected - selezionate 0
volume - volumi 0
Totale 31.860
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Totale Lug Ago Sett Ott Nov Dic Gen Feb Mar Apr Mag Giu
2019/2020987 0 0 0 0 0 0 214 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
2024/2025454 33 88 15 57 159 100 2 0 0 0 0 0
Totale 5.746