List of works - Luca Oneto

A Deep Connection Between the Vapnik–Chervonenkis Entropy and the Rademacher Complexity

scientific article published on 01 December 2014

A local Vapnik-Chervonenkis complexity.

scientific article published on 18 July 2016

Advances in artificial neural networks, machine learning and computational intelligence

scientific article published in July 2018

Big Data Analytics in the Cloud: Spark on Hadoop vs MPI/OpenMP on Beowulf

Condition Based Maintenance in Railway Transportation Systems Based on Big Data Streaming Analysis

Condition-based maintenance of naval propulsion systems: Data analysis with minimal feedback

Eleven quick tips for data cleaning and feature engineering

scientific article published on 15 December 2022

Empirical Risk Minimization Under Fairness Constraints ⬇️

Human Activity Recognition on Smartphones Using a Multiclass Hardware-Friendly Support Vector Machine

scientific article published in 2012

Human Activity Recognition on Smartphones with Awareness of Basic Activities and Postural Transitions

Human Movement Datasets: An Interdisciplinary Scoping Review

scientific article published on 13 May 2022

Identifying the Determinants of Innovation Capability With Machine Learning and Patents

scientific article published in 2022

In-sample model selection for Support Vector Machines

article

Learning Hardware Friendly Classifiers Through Algorithmic Risk Minimization

Learning With Kernels: A Local Rademacher Complexity-Based Analysis With Application to Graph Kernels

scientific article published on 04 December 2017

Local Rademacher Complexity: sharper risk bounds with and without unlabeled samples

scientific article

Model selection for support vector machines: Advantages and disadvantages of the Machine Learning Theory

article

Performance assessment and uncertainty quantification of predictive models for smart manufacturing systems

Rademacher Complexity and Structural Risk Minimization: An Application to Human Gene Expression Datasets

article

SLT-Based ELM for Big Social Data Analysis

Selecting the hypothesis space for improving the generalization ability of Support Vector Machines

Semi-supervised Learning for Affective Common-Sense Reasoning

Statistical Learning Theory and ELM for Big Social Data Analysis

article

Train Delay Prediction Systems: A Big Data Analytics Perspective

Training Computationally Efficient Smartphone–Based Human Activity Recognition Models

scientific article published in 2013

Transition-Aware Human Activity Recognition Using Smartphones

scientific article published in January 2016

List of works by Luca Oneto

A Deep Connection Between the Vapnik–Chervonenkis Entropy and the Rademacher Complexity

A local Vapnik-Chervonenkis complexity.

Advances in artificial neural networks, machine learning and computational intelligence

Big Data Analytics in the Cloud: Spark on Hadoop vs MPI/OpenMP on Beowulf

Condition Based Maintenance in Railway Transportation Systems Based on Big Data Streaming Analysis

Condition-based maintenance of naval propulsion systems: Data analysis with minimal feedback

Eleven quick tips for data cleaning and feature engineering

Empirical Risk Minimization Under Fairness Constraints ⬇️

Human Activity Recognition on Smartphones Using a Multiclass Hardware-Friendly Support Vector Machine

Human Activity Recognition on Smartphones with Awareness of Basic Activities and Postural Transitions

Human Movement Datasets: An Interdisciplinary Scoping Review

Identifying the Determinants of Innovation Capability With Machine Learning and Patents

In-sample model selection for Support Vector Machines

Learning Hardware Friendly Classifiers Through Algorithmic Risk Minimization

Learning With Kernels: A Local Rademacher Complexity-Based Analysis With Application to Graph Kernels

Local Rademacher Complexity: sharper risk bounds with and without unlabeled samples

Model selection for support vector machines: Advantages and disadvantages of the Machine Learning Theory

Performance assessment and uncertainty quantification of predictive models for smart manufacturing systems

Rademacher Complexity and Structural Risk Minimization: An Application to Human Gene Expression Datasets

SLT-Based ELM for Big Social Data Analysis

Selecting the hypothesis space for improving the generalization ability of Support Vector Machines

Semi-supervised Learning for Affective Common-Sense Reasoning

Statistical Learning Theory and ELM for Big Social Data Analysis

Train Delay Prediction Systems: A Big Data Analytics Perspective

Training Computationally Efficient Smartphone–Based Human Activity Recognition Models

Transition-Aware Human Activity Recognition Using Smartphones