IRIS
ANGUITA, DAVIDE
 Distribuzione geografica
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Continente #
EU - Europa 19.857
Totale 19.857
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Nazione #
IT - Italia 19.857
Totale 19.857
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Città #
Genova 14.847
Rapallo 2.147
Genoa 1.684
Vado Ligure 1.119
Bordighera 60
Totale 19.857
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Nome #
Semi-supervised Learning for Affective Common-Sense Reasoning 626
An efficient implementation of BP on RISC-based workstations 170
Delay prediction system for large-scale railway networks based on big data analytics 170
Learning With Kernels: A Local Rademacher Complexity-Based Analysis With Application to Graph Kernels 164
Introduzione al Progetto di Sistemi Digitali 158
Machine learning approaches for improving condition-based maintenance of naval propulsion plants 150
Introduction to Digital Systems Design 149
Condition-Based Maintenance of Naval Propulsion Systems with supervised Data Analysis 142
Vessels fuel consumption: A data analytics perspective to sustainability 140
Global Rademacher Complexity Bounds: From Slow to Fast Convergence Rates 140
Neural network learning for analog VLSI implementations of support vector machines: a survey 138
Big data analytics in the cloud: Spark on Hadoop vs MPI/OpenMP on Beowulf 138
A support vector machine with integer parameters 137
A case study of a distributed high-performance computing system for neurocomputing 137
A Learning Machine for Resource Limited Adaptive Hardware 135
Theoretical and Practical Model Selection Methods for Support Vector Classifiers 135
A Novel Procedure for Training L1-L2 Support Vector Machine Classifiers 135
High performance neurocomputing: industrial and medical applications of the RAIN system 135
Learning in large neural networks 133
Block Distortion Assessment for Image Compression Through ANNs 133
Unintrusive Monitoring of Induction Motors Bearings via Deep Learning on Stator Currents 133
Automatic Hyperparameter Tuning for Support Vector Machines 132
K-Fold Generalization Capability Assessment for Support Vector Classifiers 132
A New Method for Multiclass Support Vector Machines 131
Human Activity Recognition on Smartphones Using a Multiclass Hardware-Friendly Support Vector Machine 129
Train Delay Prediction Systems: A Big Data Analytics Perspective 129
Selecting the hypothesis space for improving the generalization ability of support vector machines 128
Statistical Learning Theory and ELM for Big Social Data Analysis 128
Neural structures for visual motion tracking 126
Can machine learning explain human learning? 126
Using Unsupervised Analysis to Constrain Generalization Bounds for Support Vector Classifiers 125
Nature inspired learning and adaptive systems 125
Transputer-based architectures for associative image classification 125
A FPGA Core Generator for Embedded Classification Systems 125
Unlabeled Patterns to Tighten Rademacher Complexity Error Bounds for Kernel Classifiers 124
A VLSI friendly algorithm for support vector machines 124
Tikhonov, Ivanov and Morozov regularization for support vector machine learning 124
Vessels fuel consumption forecast and trim optimisation: A data analytics perspective 124
Condition-based maintenance of naval propulsion systems: Data analysis with minimal feedback 124
Transition-Aware Human Activity Recognition Using Smartphones 124
Improved Neural Network for SVM Learning 123
Fast convergence of extended Rademacher Complexity bounds 122
In-Sample and Out-of-Sample Model Selection and Error Estimation for Support Vector Machines 121
Dynamic delay predictions for large-scale railway networks: Deep and shallow extreme learning machines tuned via thresholdout 121
Smart Plankton: a nature inspired Underwater Wireless Sensor Network 121
An Improved Analysis of the Rademacher Data-dependent Bound Using Its Self-Bounding Property 119
Support Vector Machines for Interval Discriminant Analysis 118
A heterogeneous and reconfigurable machine-vision system 118
Advanced analytics for train delay prediction systems by including exogenous weather data 118
Maximal Discrepancy for Support Vector Machines 117
A Hardware-friendly Support Vector Machine for Embedded Automotive Applications 117
Digital VLSI algorithms and architectures for Support Vector Machines 116
Data-Driven Photovoltaic Power Production Nowcasting and Forecasting for Polygeneration Microgrids 116
Optical Wireless Communication for Underwater Wireless Sensor Networks: Hardware Modules and Circuits Design and Implementation 116
Maximal Discrepancy for Support Vector Machines 115
Compact, digital pseudorandom number generator 114
Learning Resource-Aware Classifiers for Mobile Devices: From Regularization to Energy Efficiency 114
Circuital implementation of support vector machines 113
Object Oriented Design of a Simulator for Large BP Neural Networks 113
Performance assessment and uncertainty quantification of predictive models for smart manufacturing systems 113
Crack random forest for arbitrary large datasets 113
Learning Algorithm for Nonlinear Support Vector Machines Suited for Digital VLSI 112
Training support vector machines: a quantum-computing perspective. 112
Machine learning for wear forecasting of naval assets for condition-based maintenance applications 112
Support vector machines and strictly positive definite kernel: The regularization hyperparameter is more important than the kernel hyperparameters 112
Mapping LSSVM on Digital Hardware 111
Energy Load Forecasting Using Empirical Mode Decomposition and Support Vector Regression 111
Multilayer Graph Node Kernels: Stacking While Maintaining Convexity 111
A digital architecture for support vector machines: theory, algorithm and FPGA implementation 110
Hyperparameter design criteria for support vector classifiers 110
A Support Vector Machine Classifier from a Bit-Constrained, Sparse and Localized Hypothesis Space 110
Smart underwater wireless sensor networks 110
Marine safety and data analytics: Vessel crash stop maneuvering performance prediction 110
Nature Inspiration for Support Vector Machines 109
Some Results About the Vapnik-Chervonenkis Entropy and the Rademacher Complexity 109
Learning Hardware-Friendly Classifiers through Algorithmic Stability 109
Condition based maintenance in railway transportation systems based on big data streaming analysis 109
Towards analog and digital hardware for support vector machines 109
Incorporating a-priori knowledge into neural networks 109
Shared-memory architecture to implement a high-connectivity processing node 108
SVM Performance Assessment for the Control of Injection Moulding Processes and Plasticating Extrusion 106
Ship efficiency forecast based on sensors data collection: Improving numerical models through data analytics 106
Digital Kernel Perceptron 104
A prediction of ship motions with a Support Vector Machine 104
Special Issue on Hardware Implementations of SoftComputing Techniques 104
Associative structures for vision 104
A Learning Analytics Methodology to Profile Students Behavior and Explore Interactions with a Digital Electronics Simulator 104
A local Vapnik-Chervonenkis complexity 104
Model Selection for Support Vector Machines: Advantages and Disadvantages of the Machine Learning Theory 104
Worst case analysis of weight inaccuracy effects in multilayer perceptrons 104
Randomized learning: Generalization performance of old and new theoretically grounded algorithms 104
Feed-forward Support Vector Machine without Multipliers 103
On the Distributed Implementation of the Back-Propagation 103
Human Activity Recognition on Smartphones with Awareness of Basic Activities and Postural Transitions 103
In-Sample Model Selection for Trimmed Hinge Loss Support Vector Machine 103
A Learning-Machine Based Method for the Simulation of Combustion Process in Automotive I.C. Engines 102
Long-Term Energy Load Forecasting Using Auto-Regressive and Approximating Support Vector Regression 102
Advances in Learning Analytics and Educational Data Mining 102
Smart Data Re-sampling for Bus Fleet Management 101
Rademacher Complexity and Structural Risk Minimization: an Application to Human Gene Expression Datasets 101
Totale 12.522
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Categoria #
all - tutte 60.468
article - articoli 23.884
book - libri 819
conference - conferenze 33.192
curatela - curatele 0
other - altro 0
patent - brevetti 353
selected - selezionate 0
volume - volumi 2.220
Totale 120.936
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Totale Lug Ago Sett Ott Nov Dic Gen Feb Mar Apr Mag Giu
2019/20204.268 0 0 0 0 439 521 747 352 494 876 585 254
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
2024/20251.194 147 362 130 231 324 0 0 0 0 0 0 0
Totale 20.268