List of works - Michela Antonelli

A CAD System for Lung Nodule Detection based on an Anatomical Model and a Fuzzy Neural Network

scientific article

A Multi-Classifier System for Pulmonary Nodule Classification

scientific article

A Multi-Objective Genetic Approach to Concurrently Learn Partition Granularity and Rule Bases of Mamdani Fuzzy Systems

scientific article

A Novel Approach Based on Finite-State Machines with Fuzzy Transitions for Nonintrusive Home Appliance Monitoring

scientific article

A Three-Objective Evolutionary Approach to Generate Mamdani Fuzzy Rule-Based Systems

scientific article

A distributed approach to multi-objective evolutionary generation of fuzzy rule-based classifiers from big data

scientific article

A fast and efficient multi-objective evolutionary learning scheme for fuzzy rule-based classifiers

scientific article

A new approach to handle high dimensional and large datasets in multi-objective evolutionary fuzzy systems

scientific article

A novel associative classification model based on a fuzzy frequent pattern mining algorithm

scientific article

Accessible data curation and analytics for international-scale citizen science datasets

scientific article published on 22 November 2021

An efficient multi-objective evolutionary fuzzy system for regression problems

scientific article

An experimental study on evolutionary fuzzy classifiers designed for managing imbalanced datasets

scientific article

Anosmia and other SARS-CoV-2 positive test-associated symptoms, across three national, digital surveillance platforms as the COVID-19 pandemic and response unfolded: an observation study

scientific article published on 16 December 2020

Anosmia, ageusia, and other COVID-19-like symptoms in association with a positive SARS-CoV-2 test, across six national digital surveillance platforms: an observational study

scientific article

Anxiety and depression symptoms after COVID-19 infection: results from the COVID Symptom Study app

scientific article

Artificial Intelligence Compared to Radiologists for the Initial Diagnosis of Prostate Cancer on Magnetic Resonance Imaging: A Systematic Review and Recommendations for Future Studies

scientific article

Attributes and predictors of Long-COVID: analysis of COVID cases and their symptoms collected by the Covid Symptoms Study App ⬇️

report published in 2020

Attributes and predictors of Long-COVID: analysis of COVID cases and their symptoms collected by the Covid Symptoms Study App

scientific article

Attributes and predictors of long COVID

Author Correction: Attributes and predictors of long COVID

correction of a scholarly article

Changes in symptomatology, re-infection and transmissibility associated with SARS-CoV-2 variant B.1.1.7: an ecological study

Changes in symptomatology, reinfection, and transmissibility associated with the SARS-CoV-2 variant B.1.1.7: an ecological study

scientific article

Computer-aided detection of lung nodules based on decision fusion techniques

scientific article

Correction to: Machine learning classifiers can predict Gleason pattern 4 prostate cancer with greater accuracy than experienced radiologists

scientific article published on 01 February 2020

Disentangling post-vaccination symptoms from early COVID-19

scientific article

Evolutionary fuzzy classifiers for imbalanced datasets: An experimental comparison

scientific article

Exploiting a New Interpretability Index in the Multi-Objective Evolutionary Learning of Mamdani Fuzzy Rule-Based Systems

scientific article

Exploiting a coevolutionary approach to concurrently select training instances and learn rule bases of Mamdani fuzzy systems

scientific article

Exploiting a three-objective evolutionary algorithm for generating Mamdani fuzzy rule-based systems

scientific article

Feature Selection Based on Fuzzy Mutual Information

scientific article

GAS: A genetic atlas selection strategy in multi-atlas segmentation framework

scientific article published on 19 November 2018

Genetic Training Instance Selection in Multiobjective Evolutionary Fuzzy Systems: A Coevolutionary Approach

scientific article

Hemodynamic matrix factorization for functional magnetic resonance imaging

scientific article

Identification of optimal symptom combinations to trigger diagnostic work-up of suspected COVID-19 cases: analysis from a community-based, prospective, observational cohort

scientific article published on 01 December 2020

Illness duration and symptom profile in a large cohort of symptomatic UK school-aged children tested for SARS-CoV-2

scientific article

Knowledge barriers in the symptomatic-COVID-19 testing programme in the UK: an observational study

scientific article

Learning concurrently data and rule bases of Mamdani fuzzy rule-based systems by exploiting a novel interpretability index

scientific article

Learning concurrently partition granularities and rule bases of Mamdani fuzzy systems in a multi-objective evolutionary framework

scientific article

Learning knowledge bases of multi-objective evolutionary fuzzy systems by simultaneously optimizing accuracy, complexity and partition integrity

scientific article

Lung Nodule Detection using Eye-Tracking

scientific article

Machine learning classifiers can predict Gleason pattern 4 prostate cancer with greater accuracy than experienced radiologists

scientific article published on 11 June 2019

Multi-objective evolutionary generation of Mamdani fuzzy rule-based systems based on rule and condition selection

scientific article

Multi-objective evolutionary learning of granularity, membership function parameters and rules of Mamdani fuzzy systems

scientific article

Multi-objective evolutionary rule and condition selection for designing fuzzy rule-based classifiers

scientific article

Multiobjective Evolutionary Optimization of Type-2 Fuzzy Rule-Based Systems for Financial Data Classification

scientific article

On the influence of feature selection in fuzzy rule-based regression model generation

scientific article

Post-vaccination SARS-CoV-2 infection: risk factors and illness profile in a prospective, observational community-based case-control study

scientific article

Segmentation and reconstruction of the lung and the mediastinum volumes in CT images

scientific article

Segmentation and reconstruction of the lung volume in CT images

scientific article

Urban and social sensing for sustainable mobility in smart cities

article

Vaccine side-effects and SARS-CoV-2 infection after vaccination in users of the COVID Symptom Study app in the UK: a prospective observational study

scientific article

Whole-body MRI quantitative biomarkers are associated significantly with treatment response in patients with newly diagnosed symptomatic multiple myeloma following bortezomib induction

scientific article published on 27 June 2017

List of works by Michela Antonelli

A CAD System for Lung Nodule Detection based on an Anatomical Model and a Fuzzy Neural Network

A Multi-Classifier System for Pulmonary Nodule Classification

A Multi-Objective Genetic Approach to Concurrently Learn Partition Granularity and Rule Bases of Mamdani Fuzzy Systems

A Novel Approach Based on Finite-State Machines with Fuzzy Transitions for Nonintrusive Home Appliance Monitoring

A Three-Objective Evolutionary Approach to Generate Mamdani Fuzzy Rule-Based Systems

A distributed approach to multi-objective evolutionary generation of fuzzy rule-based classifiers from big data

A fast and efficient multi-objective evolutionary learning scheme for fuzzy rule-based classifiers

A new approach to handle high dimensional and large datasets in multi-objective evolutionary fuzzy systems

A novel associative classification model based on a fuzzy frequent pattern mining algorithm

Accessible data curation and analytics for international-scale citizen science datasets

An efficient multi-objective evolutionary fuzzy system for regression problems

An experimental study on evolutionary fuzzy classifiers designed for managing imbalanced datasets

Anosmia and other SARS-CoV-2 positive test-associated symptoms, across three national, digital surveillance platforms as the COVID-19 pandemic and response unfolded: an observation study

Anosmia, ageusia, and other COVID-19-like symptoms in association with a positive SARS-CoV-2 test, across six national digital surveillance platforms: an observational study

Anxiety and depression symptoms after COVID-19 infection: results from the COVID Symptom Study app

Artificial Intelligence Compared to Radiologists for the Initial Diagnosis of Prostate Cancer on Magnetic Resonance Imaging: A Systematic Review and Recommendations for Future Studies

Attributes and predictors of Long-COVID: analysis of COVID cases and their symptoms collected by the Covid Symptoms Study App ⬇️

Attributes and predictors of Long-COVID: analysis of COVID cases and their symptoms collected by the Covid Symptoms Study App

Attributes and predictors of long COVID

Author Correction: Attributes and predictors of long COVID

Changes in symptomatology, re-infection and transmissibility associated with SARS-CoV-2 variant B.1.1.7: an ecological study

Changes in symptomatology, reinfection, and transmissibility associated with the SARS-CoV-2 variant B.1.1.7: an ecological study

Computer-aided detection of lung nodules based on decision fusion techniques

Correction to: Machine learning classifiers can predict Gleason pattern 4 prostate cancer with greater accuracy than experienced radiologists

Disentangling post-vaccination symptoms from early COVID-19

Evolutionary fuzzy classifiers for imbalanced datasets: An experimental comparison

Exploiting a New Interpretability Index in the Multi-Objective Evolutionary Learning of Mamdani Fuzzy Rule-Based Systems

Exploiting a coevolutionary approach to concurrently select training instances and learn rule bases of Mamdani fuzzy systems

Exploiting a three-objective evolutionary algorithm for generating Mamdani fuzzy rule-based systems

Feature Selection Based on Fuzzy Mutual Information

GAS: A genetic atlas selection strategy in multi-atlas segmentation framework

Genetic Training Instance Selection in Multiobjective Evolutionary Fuzzy Systems: A Coevolutionary Approach

Hemodynamic matrix factorization for functional magnetic resonance imaging

Identification of optimal symptom combinations to trigger diagnostic work-up of suspected COVID-19 cases: analysis from a community-based, prospective, observational cohort

Illness duration and symptom profile in a large cohort of symptomatic UK school-aged children tested for SARS-CoV-2

Knowledge barriers in the symptomatic-COVID-19 testing programme in the UK: an observational study

Learning concurrently data and rule bases of Mamdani fuzzy rule-based systems by exploiting a novel interpretability index

Learning concurrently partition granularities and rule bases of Mamdani fuzzy systems in a multi-objective evolutionary framework

Learning knowledge bases of multi-objective evolutionary fuzzy systems by simultaneously optimizing accuracy, complexity and partition integrity

Lung Nodule Detection using Eye-Tracking

Machine learning classifiers can predict Gleason pattern 4 prostate cancer with greater accuracy than experienced radiologists

Multi-objective evolutionary generation of Mamdani fuzzy rule-based systems based on rule and condition selection

Multi-objective evolutionary learning of granularity, membership function parameters and rules of Mamdani fuzzy systems

Multi-objective evolutionary rule and condition selection for designing fuzzy rule-based classifiers

Multiobjective Evolutionary Optimization of Type-2 Fuzzy Rule-Based Systems for Financial Data Classification

On the influence of feature selection in fuzzy rule-based regression model generation

Post-vaccination SARS-CoV-2 infection: risk factors and illness profile in a prospective, observational community-based case-control study

Segmentation and reconstruction of the lung and the mediastinum volumes in CT images

Segmentation and reconstruction of the lung volume in CT images

Urban and social sensing for sustainable mobility in smart cities

Vaccine side-effects and SARS-CoV-2 infection after vaccination in users of the COVID Symptom Study app in the UK: a prospective observational study

Whole-body MRI quantitative biomarkers are associated significantly with treatment response in patients with newly diagnosed symptomatic multiple myeloma following bortezomib induction