List of works - Bruna Alberton

Applying machine learning based on multiscale classifiers to detect remote phenology patterns in Cerrado savanna trees

scholarly article by Jurandy Almeida et al published September 2014 in Ecological Informatics

Deriving vegetation indices for phenology analysis using genetic programming

scientific article published in 2015

Evaluation of Time Series Distance Functions in the Task of Detecting Remote Phenology Patterns

Fusion of time series representations for plant recognition in phenology studies

article

Guidelines for Evaluating Mobile Applications: A Semiotic-Informed Approach

Introducing digital cameras to monitor plant phenology in the tropics: applications for conservation

article

Leafing Patterns and Drivers across Seasonally Dry Tropical Communities

scientific article published in 2019

Leafing patterns and leaf exchange strategies of a cerrado woody community

scientific article published in 2018

Linking plant phenology to conservation biology

article

Modeling plant phenology database: Blending near-surface remote phenology with on-the-ground observations

article

PhenoVis – A tool for visual phenological analysis of digital camera images using chronological percentage maps

Phenological Event Detection by Visual Rhythms Dissimilarity Analysis

Phenological visual rhythms: Compact representations for fine-grained plant species identification

article

Plant Species Identification with Phenological Visual Rhythms

article

RadialPheno: A tool for near-surface phenology analysis through radial layouts.

scientific article

Remote phenology: Applying machine learning to detect phenological patterns in a cerrado savanna

scholarly article published October 2012

Shape-based time series analysis for remote phenology studies

Time series-based classifier fusion for fine-grained plant species recognition

article

Unsupervised Distance Learning for Plant Species Identification

article

Using phenological cameras to track the green up in a cerrado savanna and its on-the-ground validation

scholarly article by Bruna Alberton et al published January 2014 in Ecological Informatics

List of works by Bruna Alberton

Applying machine learning based on multiscale classifiers to detect remote phenology patterns in Cerrado savanna trees

Deriving vegetation indices for phenology analysis using genetic programming

Evaluation of Time Series Distance Functions in the Task of Detecting Remote Phenology Patterns

Fusion of time series representations for plant recognition in phenology studies

Guidelines for Evaluating Mobile Applications: A Semiotic-Informed Approach

Introducing digital cameras to monitor plant phenology in the tropics: applications for conservation

Leafing Patterns and Drivers across Seasonally Dry Tropical Communities

Leafing patterns and leaf exchange strategies of a cerrado woody community

Linking plant phenology to conservation biology

Modeling plant phenology database: Blending near-surface remote phenology with on-the-ground observations

PhenoVis – A tool for visual phenological analysis of digital camera images using chronological percentage maps

Phenological Event Detection by Visual Rhythms Dissimilarity Analysis

Phenological visual rhythms: Compact representations for fine-grained plant species identification

Plant Species Identification with Phenological Visual Rhythms

RadialPheno: A tool for near-surface phenology analysis through radial layouts.

Remote phenology: Applying machine learning to detect phenological patterns in a cerrado savanna

Shape-based time series analysis for remote phenology studies

Time series-based classifier fusion for fine-grained plant species recognition

Unsupervised Distance Learning for Plant Species Identification

Using phenological cameras to track the green up in a cerrado savanna and its on-the-ground validation

Visual rhythm-based time series analysis for phenology studies