Lista de obras - Kristian Kersting - Dominio Público Uruguay

A Machine Learning Pipeline for Three-Way Classification of Alzheimer Patients from Structural Magnetic Resonance Images of the Brain

scholarly article published December 2012

Agriculture's Technological Makeover

Analysis of respiratory pressure-volume curves in intensive care medicine using inductive machine learning

artículo científico publicado en 2002

Automated interpretation of 3D laserscanned point clouds for plant organ segmentation

artículo científico publicado en 2015

Boosting Relational Sequence Alignments

article published in 2008

Cell Phone Image-Based Plant Disease Classification

article

Collective Attention on the Web

artículo científico publicado en 2016

Convex Non-negative Matrix Factorization in the Wild

artículo científico publicado en 2009

Convex non-negative matrix factorization for massive datasets

artículo científico publicado en 2010

Descriptive matrix factorization for sustainability Adopting the principle of opposites

artículo científico publicado en 2011

Early drought stress detection in cereals: simplex volume maximisation for hyperspectral image analysis

artículo científico publicado en 2012

Efficient Learning for Hashing Proportional Data

artículo científico publicado en 2012

Erosion Band Features for Cell Phone Image Based Plant Disease Classification

artículo científico publicado en 2014

Explicit Versus Implicit Graph Feature Maps: A Computational Phase Transition for Walk Kernels

Fisher Kernels for Logical Sequences

article

Guest editorial to the special issue on inductive logic programming, mining and learning in graphs and statistical relational learning

Guest editor’s introduction: special issue of the ECML PKDD 2013 journal track

How players lose interest in playing a game: An empirical study based on distributions of total playing times

artículo científico publicado en 2012

Hyperspectral phenotyping on the microscopic scale: towards automated characterization of plant-pathogen interactions

artículo científico publicado en 2015

ILP, the Blind, and the Elephant: Euclidean Embedding of Co-proven Queries

Larger Residuals, Less Work: Active Document Scheduling for Latent Dirichlet Allocation

artículo científico publicado en 2011

Lifted Filtering via Exchangeable Decomposition

artículo científico publicado en 2018

Matrix Factorization as Search

artículo científico publicado en 2012

Metro maps of plant disease dynamics--automated mining of differences using hyperspectral images

artículo científico publicado en 2015

Monitoring wound healing in a 3D wound model by hyperspectral imaging and efficient clustering

artículo científico publicado en 2017

More influence means less work

artículo científico publicado en 2011

Non-negative factor analysis supporting the interpretation of elemental distribution images acquired by XRF

artículo científico publicado en 2014

Non-negative matrix factorization for the near real-time interpretation of absorption effects in elemental distribution images acquired by X-ray fluorescence imaging

artículo científico publicado en 2016

Plant Phenotyping using Probabilistic Topic Models: Uncovering the Hyperspectral Language of Plants

artículo científico publicado en 2016

Predicting player churn in the wild

artículo científico publicado en 2014

Propagation kernels: efficient graph kernels from propagated information

artículo científico publicado en 2015

Relational Sequence Alignments and Logos

Relational Sequence Learning

Relational learning helps in three-way classification of Alzheimer patients from structural magnetic resonance images of the brain

Reports of the AAAI 2014 Conference Workshops

Semantic Interpretation of Multi-Modal Human-Behaviour Data

Semantic and geometric reasoning for robotic grasping: a probabilistic logic approach

artículo científico publicado en 2018

Spectral patterns reveal early resistance reactions of barley against Blumeria graminis f. sp. hordei

artículo científico publicado en 2017

The AAAI-13 Conference Workshops

Topic Models Conditioned on Relations

artículo científico publicado en 2010

Where traffic meets DNA

scholarly article published 2011

Yes we can

artículo científico publicado en 2010

Lista de obras de Kristian Kersting

A Machine Learning Pipeline for Three-Way Classification of Alzheimer Patients from Structural Magnetic Resonance Images of the Brain

Agriculture's Technological Makeover

Analysis of respiratory pressure-volume curves in intensive care medicine using inductive machine learning

Automated interpretation of 3D laserscanned point clouds for plant organ segmentation

Boosting Relational Sequence Alignments

Cell Phone Image-Based Plant Disease Classification

Collective Attention on the Web

Convex Non-negative Matrix Factorization in the Wild

Convex non-negative matrix factorization for massive datasets

Descriptive matrix factorization for sustainability Adopting the principle of opposites

Early drought stress detection in cereals: simplex volume maximisation for hyperspectral image analysis

Efficient Learning for Hashing Proportional Data

Erosion Band Features for Cell Phone Image Based Plant Disease Classification

Explicit Versus Implicit Graph Feature Maps: A Computational Phase Transition for Walk Kernels

Fisher Kernels for Logical Sequences

Guest editorial to the special issue on inductive logic programming, mining and learning in graphs and statistical relational learning

Guest editor’s introduction: special issue of the ECML PKDD 2013 journal track

How players lose interest in playing a game: An empirical study based on distributions of total playing times

Hyperspectral phenotyping on the microscopic scale: towards automated characterization of plant-pathogen interactions

ILP, the Blind, and the Elephant: Euclidean Embedding of Co-proven Queries

Larger Residuals, Less Work: Active Document Scheduling for Latent Dirichlet Allocation

Lifted Filtering via Exchangeable Decomposition

Matrix Factorization as Search

Metro maps of plant disease dynamics--automated mining of differences using hyperspectral images

Monitoring wound healing in a 3D wound model by hyperspectral imaging and efficient clustering

More influence means less work

Non-negative factor analysis supporting the interpretation of elemental distribution images acquired by XRF

Non-negative matrix factorization for the near real-time interpretation of absorption effects in elemental distribution images acquired by X-ray fluorescence imaging

Plant Phenotyping using Probabilistic Topic Models: Uncovering the Hyperspectral Language of Plants

Predicting player churn in the wild

Propagation kernels: efficient graph kernels from propagated information

Relational Sequence Alignments and Logos

Relational Sequence Learning

Relational learning helps in three-way classification of Alzheimer patients from structural magnetic resonance images of the brain

Reports of the AAAI 2014 Conference Workshops

Semantic Interpretation of Multi-Modal Human-Behaviour Data

Semantic and geometric reasoning for robotic grasping: a probabilistic logic approach

Spectral patterns reveal early resistance reactions of barley against Blumeria graminis f. sp. hordei

The AAAI-13 Conference Workshops

Topic Models Conditioned on Relations

Where traffic meets DNA

Yes we can