IRIS
ANGUITA, DAVIDE
 Distribuzione geografica
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Continente #
EU - Europa 19.333
Totale 19.333
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Nazione #
IT - Italia 19.333
Totale 19.333
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Città #
Genova 14.847
Rapallo 2.147
Genoa 1.684
Vado Ligure 595
Bordighera 60
Totale 19.333
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Nome #
Semi-supervised Learning for Affective Common-Sense Reasoning 625
Delay prediction system for large-scale railway networks based on big data analytics 169
An efficient implementation of BP on RISC-based workstations 167
Learning With Kernels: A Local Rademacher Complexity-Based Analysis With Application to Graph Kernels 160
Introduzione al Progetto di Sistemi Digitali 148
Machine learning approaches for improving condition-based maintenance of naval propulsion plants 147
Introduction to Digital Systems Design 145
Global Rademacher Complexity Bounds: From Slow to Fast Convergence Rates 138
Neural network learning for analog VLSI implementations of support vector machines: a survey 137
Big data analytics in the cloud: Spark on Hadoop vs MPI/OpenMP on Beowulf 137
Vessels fuel consumption: A data analytics perspective to sustainability 137
Condition-Based Maintenance of Naval Propulsion Systems with supervised Data Analysis 136
A support vector machine with integer parameters 134
A case study of a distributed high-performance computing system for neurocomputing 133
A Learning Machine for Resource Limited Adaptive Hardware 132
High performance neurocomputing: industrial and medical applications of the RAIN system 132
Theoretical and Practical Model Selection Methods for Support Vector Classifiers 131
Learning in large neural networks 131
Unintrusive Monitoring of Induction Motors Bearings via Deep Learning on Stator Currents 131
Block Distortion Assessment for Image Compression Through ANNs 130
K-Fold Generalization Capability Assessment for Support Vector Classifiers 130
Automatic Hyperparameter Tuning for Support Vector Machines 129
A Novel Procedure for Training L1-L2 Support Vector Machine Classifiers 128
A New Method for Multiclass Support Vector Machines 127
Statistical Learning Theory and ELM for Big Social Data Analysis 127
Train Delay Prediction Systems: A Big Data Analytics Perspective 127
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
Neural structures for visual motion tracking 125
Can machine learning explain human learning? 125
Nature inspired learning and adaptive systems 124
Transputer-based architectures for associative image classification 124
Vessels fuel consumption forecast and trim optimisation: A data analytics perspective 123
A FPGA Core Generator for Embedded Classification Systems 122
A VLSI friendly algorithm for support vector machines 122
Tikhonov, Ivanov and Morozov regularization for support vector machine learning 122
Condition-based maintenance of naval propulsion systems: Data analysis with minimal feedback 122
Transition-Aware Human Activity Recognition Using Smartphones 122
Improved Neural Network for SVM Learning 121
Unlabeled Patterns to Tighten Rademacher Complexity Error Bounds for Kernel Classifiers 121
Fast convergence of extended Rademacher Complexity bounds 121
Using Unsupervised Analysis to Constrain Generalization Bounds for Support Vector Classifiers 120
In-Sample and Out-of-Sample Model Selection and Error Estimation for Support Vector Machines 119
Smart Plankton: a nature inspired Underwater Wireless Sensor Network 118
An Improved Analysis of the Rademacher Data-dependent Bound Using Its Self-Bounding Property 117
Digital VLSI algorithms and architectures for Support Vector Machines 116
Support Vector Machines for Interval Discriminant Analysis 116
Maximal Discrepancy for Support Vector Machines 116
A heterogeneous and reconfigurable machine-vision system 115
Dynamic delay predictions for large-scale railway networks: Deep and shallow extreme learning machines tuned via thresholdout 114
Data-Driven Photovoltaic Power Production Nowcasting and Forecasting for Polygeneration Microgrids 114
A Hardware-friendly Support Vector Machine for Embedded Automotive Applications 114
Maximal Discrepancy for Support Vector Machines 113
Compact, digital pseudorandom number generator 112
Training support vector machines: a quantum-computing perspective. 111
Learning Resource-Aware Classifiers for Mobile Devices: From Regularization to Energy Efficiency 111
Advanced analytics for train delay prediction systems by including exogenous weather data 111
Circuital implementation of support vector machines 110
Mapping LSSVM on Digital Hardware 110
Learning Algorithm for Nonlinear Support Vector Machines Suited for Digital VLSI 110
Energy Load Forecasting Using Empirical Mode Decomposition and Support Vector Regression 110
Performance assessment and uncertainty quantification of predictive models for smart manufacturing systems 110
Optical Wireless Communication for Underwater Wireless Sensor Networks: Hardware Modules and Circuits Design and Implementation 110
Support vector machines and strictly positive definite kernel: The regularization hyperparameter is more important than the kernel hyperparameters 110
Hyperparameter design criteria for support vector classifiers 109
Object Oriented Design of a Simulator for Large BP Neural Networks 109
Smart underwater wireless sensor networks 109
Machine learning for wear forecasting of naval assets for condition-based maintenance applications 109
Crack random forest for arbitrary large datasets 109
Marine safety and data analytics: Vessel crash stop maneuvering performance prediction 109
Some Results About the Vapnik-Chervonenkis Entropy and the Rademacher Complexity 108
Condition based maintenance in railway transportation systems based on big data streaming analysis 108
Shared-memory architecture to implement a high-connectivity processing node 107
A digital architecture for support vector machines: theory, algorithm and FPGA implementation 107
Learning Hardware-Friendly Classifiers through Algorithmic Stability 107
Multilayer Graph Node Kernels: Stacking While Maintaining Convexity 107
A Support Vector Machine Classifier from a Bit-Constrained, Sparse and Localized Hypothesis Space 106
Towards analog and digital hardware for support vector machines 106
Incorporating a-priori knowledge into neural networks 106
Ship efficiency forecast based on sensors data collection: Improving numerical models through data analytics 105
SVM Performance Assessment for the Control of Injection Moulding Processes and Plasticating Extrusion 104
Nature Inspiration for Support Vector Machines 104
Digital Kernel Perceptron 103
Feed-forward Support Vector Machine without Multipliers 102
Associative structures for vision 102
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
Worst case analysis of weight inaccuracy effects in multilayer perceptrons 102
In-Sample Model Selection for Trimmed Hinge Loss Support Vector Machine 102
A prediction of ship motions with a Support Vector Machine 101
Special Issue on Hardware Implementations of SoftComputing Techniques 101
A local Vapnik-Chervonenkis complexity 101
Advances in Learning Analytics and Educational Data Mining 101
On the Distributed Implementation of the Back-Propagation 100
Rademacher Complexity and Structural Risk Minimization: an Application to Human Gene Expression Datasets 100
Smart Data Re-sampling for Bus Fleet Management 99
A Learning-Machine Based Method for the Simulation of Combustion Process in Automotive I.C. Engines 99
Fast training of Support Vector Machines for Regression 99
Long-Term Energy Load Forecasting Using Auto-Regressive and Approximating Support Vector Regression 98
Local Rademacher Complexity: Sharper risk bounds with and without unlabeled samples 98
Totale 12.262
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Categoria #
all - tutte 57.678
article - articoli 22.908
book - libri 764
conference - conferenze 31.561
curatela - curatele 0
other - altro 0
patent - brevetti 335
selected - selezionate 0
volume - volumi 2.110
Totale 115.356
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Totale Lug Ago Sett Ott Nov Dic Gen Feb Mar Apr Mag Giu
2019/20204.587 0 0 0 319 439 521 747 352 494 876 585 254
2020/20211.497 97 161 169 96 93 165 69 131 127 172 105 112
2021/20222.422 58 147 183 317 69 196 141 551 130 193 133 304
2022/20232.611 234 174 22 337 372 481 24 171 406 20 313 57
2023/20241.259 59 189 47 133 85 200 95 99 67 34 83 168
2024/2025670 147 362 130 31 0 0 0 0 0 0 0 0
Totale 19.744