List of works - Kristian Kersting

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

scientific article published on September 2002

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

scientific article published on 8 August 2015

Boosting Relational Sequence Alignments

article published in 2008

Cell Phone Image-Based Plant Disease Classification

article

Collective Attention on the Web

scientific article published in 2016

Convex Non-negative Matrix Factorization in the Wild

scientific article published in December 2009

Convex non-negative matrix factorization for massive datasets

scientific article published on 26 October 2010

Descriptive matrix factorization for sustainability Adopting the principle of opposites

scientific article published on 2 March 2011

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

scientific article published in 2012

Efficient Learning for Hashing Proportional Data

scientific article published in December 2012

Erosion Band Features for Cell Phone Image Based Plant Disease Classification

scientific article published in August 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

scientific article published in September 2012

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

scientific article published on 15 April 2015

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

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

scientific article published on 18 August 2011

Lifted Filtering via Exchangeable Decomposition

scientific article published in July 2018

Matrix Factorization as Search

scientific article published in 2012

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

scientific article

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

scientific article published on 7 December 2017

More influence means less work

scientific article published in 2011

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

scientific article published on 3 April 2014

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

scientific article published on 11 February 2016

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

scientific article published on 9 March 2016

Predicting player churn in the wild