List of works - Edoardo Pasolli

A Framework for Land Cover Classification Using Discrete Return LiDAR Data: Adopting Pseudo-Waveform and Hierarchical Segmentation

A pattern recognition system for extracting buried object characteristics in GPR images

scholarly article published 2009

Accessible, curated metagenomic data through ExperimentHub.

scientific article

Active Learning Methods for Biophysical Parameter Estimation

Active learning for spectroscopic data regression

scholarly article by Fouzi Douak et al published 19 April 2012 in Journal of Chemometrics

Active learning methods for electrocardiographic signal classification.

scientific article published in November 2010

Active-Metric Learning for Classification of Remotely Sensed Hyperspectral Images

An Active Learning Framework for Hyperspectral Image Classification Using Hierarchical Segmentation

An approach for classifying large scale images

Automatic Analysis of GPR Images: A Pattern-Recognition Approach

Automatic Detection and Classification of Buried Objects in GPR Images Using Genetic Algorithms and Support Vector Machines

Clustering of Hyperspectral Images Based on Multiobjective Particle Swarm Optimization

Combining active and metric learning for hyperspectral image classification

Correction for Pinto et al., "Draft Genome Sequences of Novel Pseudomonas, Flavobacterium, and Sediminibacterium Strains from a Freshwater Ecosystem".

scientific article published on 8 March 2018

Cross-reactivity between tumor MHC class I-restricted antigens and an enterococcal bacteriophage

scientific article published on 01 August 2020

Dataset shift adaptation with active queries

article

Draft Genome Sequence of the Planktic Cyanobacterium Tychonema bourrellyi, Isolated from Alpine Lentic Freshwater

scientific article published on 22 November 2017

Draft Genome Sequences of Novel Pseudomonas, Flavobacterium, and Sediminibacterium Species Strains from a Freshwater Ecosystem

scientific article published in February 2018

Ensemble Multiple Kernel Active Learning For Classification of Multisource Remote Sensing Data

article published in 2015

Erratum: MetaPhlAn2 for enhanced metagenomic taxonomic profiling

scholarly article published in Nature Methods

Establishment of a non-Westernized gut microbiota in men who have sex with men is associated with sexual practices

scientific article published in March 2024

Extending and improving metagenomic taxonomic profiling with uncharacterized species using MetaPhlAn 4

Extension of the Segatella copri complex to 13 species with distinct large extrachromosomal elements and associations with host conditions

scientific article published in November 2023

Gaussian Process Approach to Buried Object Size Estimation in GPR Images

Gaussian process regression within an active learning scheme

Genetic algorithm-based method for mitigating label noise issue in ECG signal classification

scholarly article by Edoardo Pasolli & Farid Melgani published May 2015 in Biomedical Signal Processing and Control

Ground-truth assisted design for remote sensing image classification

Host phenotype classification from human microbiome data is mainly driven by the presence of microbial taxa

scientific article published on 21 April 2022

Improving active learning methods using spatial information

Incorporating edge information into best merge region-growing segmentation

Large-Scale Image Classification Using Active Learning

Large-Scale Phylogenomics of the Lactobacillus casei Group Highlights Taxonomic Inconsistencies and Reveals Novel Clade-Associated Features

scientific article published on July 2017

Large-scale comparative metagenomics of Blastocystis, a common member of the human gut microbiome

scientific article published on 22 August 2017

Local SVM approaches for fast and accurate classification of remote-sensing images

Machine Learning Meta-analysis of Large Metagenomic Datasets: Tools and Biological Insights

scientific article

Maternal inheritance of bifidobacterial communities and bifidophages in infants through vertical transmission

scientific article

MetaPhlAn 4 profiling of unknown species-level genome bins improves the characterization of diet-associated microbiome changes in mice

scientific article published on 30 May 2023

MetaPhlAn2 for enhanced metagenomic taxonomic profiling

article published in 2015

Microbial strain-level population structure and genetic diversity from metagenomes

scientific article published on 06 February 2017

Model-based active learning for SVM classification of remote sensing images

Multimetric Active Learning for Classification of Remote Sensing Data

Multiobjective PSO for Hyperspectral Image Clustering

Optical Image Classification: A Ground-Truth Design Framework

Post-Disaster Building Database Updating Using Automated Deep Learning: An Integration of Pre-Disaster OpenStreetMap and Multi-Temporal Satellite Data

scientific article published on 19 October 2019

Precise phylogenetic analysis of microbial isolates and genomes from metagenomes using PhyloPhlAn 3.0.

scientific article published on 19 May 2020

Profiling microbial strains in urban environments using metagenomic sequencing data.

scientific article published on 9 May 2018

SVM Active Learning Approach for Image Classification Using Spatial Information

article

SVR active learning for product quality control

Strain-level microbial epidemiology and population genomics from shotgun metagenomics

scientific article

Support Vector Machine Active Learning Through Significance Space Construction

Swarm intelligence for unsupervised classification of hyperspectral images

Unexplored diversity and strain-level structure of the skin microbiome associated with psoriasis

scientific article

Using active learning to adapt remote sensing image classifiers

scientific article published in 2011

List of works by Edoardo Pasolli

A Framework for Land Cover Classification Using Discrete Return LiDAR Data: Adopting Pseudo-Waveform and Hierarchical Segmentation

A pattern recognition system for extracting buried object characteristics in GPR images

Accessible, curated metagenomic data through ExperimentHub.

Active Learning Methods for Biophysical Parameter Estimation

Active learning for spectroscopic data regression

Active learning methods for electrocardiographic signal classification.

Active-Metric Learning for Classification of Remotely Sensed Hyperspectral Images

An Active Learning Framework for Hyperspectral Image Classification Using Hierarchical Segmentation

An approach for classifying large scale images

Automatic Analysis of GPR Images: A Pattern-Recognition Approach

Automatic Detection and Classification of Buried Objects in GPR Images Using Genetic Algorithms and Support Vector Machines

Clustering of Hyperspectral Images Based on Multiobjective Particle Swarm Optimization

Combining active and metric learning for hyperspectral image classification

Correction for Pinto et al., "Draft Genome Sequences of Novel Pseudomonas, Flavobacterium, and Sediminibacterium Strains from a Freshwater Ecosystem".

Cross-reactivity between tumor MHC class I-restricted antigens and an enterococcal bacteriophage

Dataset shift adaptation with active queries

Draft Genome Sequence of the Planktic Cyanobacterium Tychonema bourrellyi, Isolated from Alpine Lentic Freshwater

Draft Genome Sequences of Novel Pseudomonas, Flavobacterium, and Sediminibacterium Species Strains from a Freshwater Ecosystem

Ensemble Multiple Kernel Active Learning For Classification of Multisource Remote Sensing Data

Erratum: MetaPhlAn2 for enhanced metagenomic taxonomic profiling

Establishment of a non-Westernized gut microbiota in men who have sex with men is associated with sexual practices

Extending and improving metagenomic taxonomic profiling with uncharacterized species using MetaPhlAn 4

Extension of the Segatella copri complex to 13 species with distinct large extrachromosomal elements and associations with host conditions

Gaussian Process Approach to Buried Object Size Estimation in GPR Images

Gaussian process regression within an active learning scheme

Genetic algorithm-based method for mitigating label noise issue in ECG signal classification

Ground-truth assisted design for remote sensing image classification

Host phenotype classification from human microbiome data is mainly driven by the presence of microbial taxa

Improving active learning methods using spatial information

Incorporating edge information into best merge region-growing segmentation

Large-Scale Image Classification Using Active Learning

Large-Scale Phylogenomics of the Lactobacillus casei Group Highlights Taxonomic Inconsistencies and Reveals Novel Clade-Associated Features

Large-scale comparative metagenomics of Blastocystis, a common member of the human gut microbiome

Local SVM approaches for fast and accurate classification of remote-sensing images

Machine Learning Meta-analysis of Large Metagenomic Datasets: Tools and Biological Insights

Maternal inheritance of bifidobacterial communities and bifidophages in infants through vertical transmission

MetaPhlAn 4 profiling of unknown species-level genome bins improves the characterization of diet-associated microbiome changes in mice

MetaPhlAn2 for enhanced metagenomic taxonomic profiling

Microbial strain-level population structure and genetic diversity from metagenomes

Model-based active learning for SVM classification of remote sensing images

Multimetric Active Learning for Classification of Remote Sensing Data

Multiobjective PSO for Hyperspectral Image Clustering

Optical Image Classification: A Ground-Truth Design Framework

Post-Disaster Building Database Updating Using Automated Deep Learning: An Integration of Pre-Disaster OpenStreetMap and Multi-Temporal Satellite Data

Precise phylogenetic analysis of microbial isolates and genomes from metagenomes using PhyloPhlAn 3.0.

Profiling microbial strains in urban environments using metagenomic sequencing data.

SVM Active Learning Approach for Image Classification Using Spatial Information

SVR active learning for product quality control

Strain-level microbial epidemiology and population genomics from shotgun metagenomics

Support Vector Machine Active Learning Through Significance Space Construction

Swarm intelligence for unsupervised classification of hyperspectral images

Unexplored diversity and strain-level structure of the skin microbiome associated with psoriasis

Using active learning to adapt remote sensing image classifiers