Lista de obras - Christian Igel - Dominio Público Uruguay

A Brief Overview of Unsupervised Neural Speech Representation Learning ⬇️

artículo científico publicado en 2022

A Loss Function for Generative Neural Networks Based on Watson's Perceptual Model ⬇️

artículo científico publicado en 2020

A dynamic neural field model of mesoscopic cortical activity captured with voltage-sensitive dye imaging

artículo científico publicado en 2010

Algorithms for estimating the partition function of restricted Boltzmann machines

artículo científico publicado en 2020

An unexpectedly large count of trees in the West African Sahara and Sahel

artículo científico publicado en 2020

Are Multilingual Sentiment Models Equally Right for the Right Reasons? ⬇️

Automatic FDG-PET-based tumor and metastatic lymph node segmentation in cervical cancer

artículo científico publicado en 2014

Big Universe, Big Data: Machine Learning and Image Analysis for Astronomy

scholarly article by Jan Kremer et al published March 2017 in IEEE Intelligent Systems

Bounding the bias of contrastive divergence learning

artículo científico publicado en 2010

CMA-ES with Optimal Covariance Update and Storage Complexity ⬇️

artículo científico publicado en 2016

Covariance matrix adaptation for multi-objective optimization

artículo científico publicado en 2007

Cross-reactive metal ion sensor array in a micro titer plate format

artículo científico publicado en 2003

Deep feature learning for knee cartilage segmentation using a triplanar convolutional neural network

artículo científico publicado en 2013

Deep learning enables image-based tree counting, crown segmentation, and height prediction at national scale

Deep point cloud regression for above-ground forest biomass estimation from airborne LiDAR

artículo científico publicado en 2024

Developing and validating COVID-19 adverse outcome risk prediction models from a bi-national European cohort of 5594 patients

artículo científico publicado en 2021

Differential diagnosis of mild cognitive impairment and Alzheimer's disease using structural MRI cortical thickness, hippocampal shape, hippocampal texture, and volumetry

scientific article published on 07 December 2016

Do End-to-End Speech Recognition Models Care About Context? ⬇️

artículo científico publicado en 2021

Do We Still Need Automatic Speech Recognition for Spoken Language Understanding? ⬇️

artículo científico publicado en 2021

Early detection of Alzheimer's disease using MRI hippocampal texture

artículo científico publicado en 2015

Evolutionary optimization of sequence kernels for detection of bacterial gene starts

artículo científico publicado en 2007

Femoral cartilage segmentation in knee MRI scans using two stage voxel classification

artículo científico publicado en 2013

Gradient-based adaptation of general gaussian kernels

artículo científico publicado en 2005

Gradient-based optimization of kernel-target alignment for sequence kernels applied to bacterial gene start detection

artículo científico publicado en 2007

Hippocampal MRI texture is related to hippocampal glucose metabolism

Hippocampal texture predicts conversion from MCI to Alzheimer's disease

scholarly article by Lauge Sørensen et al published July 2013 in Alzheimer's and Dementia

Hippocampal texture predicts conversion from MCI to Alzheimer’s disease

article published in 2013

Impact of device programming on the success of the first anti-tachycardia pacing therapy: An anonymized large-scale study

artículo científico publicado en 2019

MCI TRIAL ENRICHMENT USING MRI HIPPOCAMPUS TEXTURE

MMEarth: Exploring Multi-modal Pretext Tasks for Geospatial Representation Learning

Maximum likelihood model selection for 1-norm soft margin SVMs with multiple parameters

artículo científico publicado en 2010

Nation-wide mapping of tree-level aboveground carbon stocks in Rwanda

artículo científico publicado en 2022

Nearest neighbour regression outperforms model-based prediction of specific star formation rate

On Scaling Contrastive Representations for Low-Resource Speech Recognition ⬇️

artículo científico publicado en 2021

On classes of functions for which No Free Lunch results hold

Population-Contrastive-Divergence: Does consistency help with RBM training?

artículo científico publicado en 2018

Predicting electrical storms by remote monitoring of implantable cardioverter-defibrillator patients using machine learning

scientific article published on 01 February 2019

Predicting urban tree cover from incomplete point labels and limited background information

artículo científico publicado en 2023

Reducing the number of fitness evaluations in graph genetic programming using a canonical graph indexed database

artículo científico publicado en 2007

Robust Active Label Correction

artículo científico publicado en 2018

Second Order PAC-Bayesian Bounds for the Weighted Majority Vote ⬇️

artículo científico publicado en 2020

Second-order SMO improves SVM online and active learning

artículo científico publicado en 2008

Separating Timing, Movement Conditions and Individual Differences in the Analysis of Human Movement

artículo científico publicado en 2016

Shape Index Descriptors Applied to Texture-Based Galaxy Analysis

The overlooked contribution of trees outside forests to tree cover and woody biomass across Europe

artículo científico publicado en 2023

Toward registration of 3D ultrasound and CT images of the spine in clinical praxis: design and evaluation of a data acquisition protocol

artículo científico publicado en 2009

Towards exaggerated emphysema stereotypes

Towards exaggerated image stereotypes

artículo científico publicado en 2011

Towards more comprehensive nationwide familial aggregation studies in Denmark: The Danish Civil Registration System versus the lite Danish Multi-Generation Register

artículo científico publicado en 2023

Training restricted Boltzmann machines: An introduction

article

U-Time: A Fully Convolutional Network for Time Series Segmentation Applied to Sleep Staging ⬇️

scholarly article by Mathias Perslev et al published 2019 in Advances in Neural Information Processing Systems 32

Unsupervised Deep Learning Applied to Breast Density Segmentation and Mammographic Risk Scoring

artículo científico publicado en 2016

Using machine learning for predicting intensive care unit resource use during the COVID-19 pandemic in Denmark

artículo científico publicado en 2021

VALIDATION OF HIPPOCAMPAL TEXTURE FOR EARLY ALZHEIMER'S DISEASE DETECTION: GENERALIZATION TO INDEPENDENT COHORTS AND EXTRAPOLATION TO VERY EARLY SIGNS OF DEMENTIA

scholarly article by Lauge Sørensen et al published July 2014 in Alzheimer's and Dementia

bufferkdtree: A Python library for massive nearest neighbor queries on multi-many-core devices

artículo científico publicado en 2017

Lista de obras de Christian Igel

A Brief Overview of Unsupervised Neural Speech Representation Learning ⬇️

A Loss Function for Generative Neural Networks Based on Watson's Perceptual Model ⬇️

A dynamic neural field model of mesoscopic cortical activity captured with voltage-sensitive dye imaging

Algorithms for estimating the partition function of restricted Boltzmann machines

An unexpectedly large count of trees in the West African Sahara and Sahel

Are Multilingual Sentiment Models Equally Right for the Right Reasons? ⬇️

Automatic FDG-PET-based tumor and metastatic lymph node segmentation in cervical cancer

Big Universe, Big Data: Machine Learning and Image Analysis for Astronomy

Bounding the bias of contrastive divergence learning

CMA-ES with Optimal Covariance Update and Storage Complexity ⬇️

Covariance matrix adaptation for multi-objective optimization

Cross-reactive metal ion sensor array in a micro titer plate format

Deep feature learning for knee cartilage segmentation using a triplanar convolutional neural network

Deep learning enables image-based tree counting, crown segmentation, and height prediction at national scale

Deep point cloud regression for above-ground forest biomass estimation from airborne LiDAR

Developing and validating COVID-19 adverse outcome risk prediction models from a bi-national European cohort of 5594 patients

Differential diagnosis of mild cognitive impairment and Alzheimer's disease using structural MRI cortical thickness, hippocampal shape, hippocampal texture, and volumetry

Do End-to-End Speech Recognition Models Care About Context? ⬇️

Do We Still Need Automatic Speech Recognition for Spoken Language Understanding? ⬇️

Early detection of Alzheimer's disease using MRI hippocampal texture

Evolutionary optimization of sequence kernels for detection of bacterial gene starts

Femoral cartilage segmentation in knee MRI scans using two stage voxel classification

Gradient-based adaptation of general gaussian kernels

Gradient-based optimization of kernel-target alignment for sequence kernels applied to bacterial gene start detection

Hippocampal MRI texture is related to hippocampal glucose metabolism

Hippocampal MRI texture is related to hippocampal glucose metabolism

Hippocampal texture predicts conversion from MCI to Alzheimer's disease

Hippocampal texture predicts conversion from MCI to Alzheimer’s disease

Impact of device programming on the success of the first anti-tachycardia pacing therapy: An anonymized large-scale study

MCI TRIAL ENRICHMENT USING MRI HIPPOCAMPUS TEXTURE

MCI TRIAL ENRICHMENT USING MRI HIPPOCAMPUS TEXTURE

MMEarth: Exploring Multi-modal Pretext Tasks for Geospatial Representation Learning

Maximum likelihood model selection for 1-norm soft margin SVMs with multiple parameters

Nation-wide mapping of tree-level aboveground carbon stocks in Rwanda

Nearest neighbour regression outperforms model-based prediction of specific star formation rate

On Scaling Contrastive Representations for Low-Resource Speech Recognition ⬇️

On classes of functions for which No Free Lunch results hold

Population-Contrastive-Divergence: Does consistency help with RBM training?

Predicting electrical storms by remote monitoring of implantable cardioverter-defibrillator patients using machine learning

Predicting urban tree cover from incomplete point labels and limited background information

Reducing the number of fitness evaluations in graph genetic programming using a canonical graph indexed database

Robust Active Label Correction

Second Order PAC-Bayesian Bounds for the Weighted Majority Vote ⬇️

Second-order SMO improves SVM online and active learning

Separating Timing, Movement Conditions and Individual Differences in the Analysis of Human Movement

Shape Index Descriptors Applied to Texture-Based Galaxy Analysis

The overlooked contribution of trees outside forests to tree cover and woody biomass across Europe

Toward registration of 3D ultrasound and CT images of the spine in clinical praxis: design and evaluation of a data acquisition protocol

Towards exaggerated emphysema stereotypes

Towards exaggerated image stereotypes

Towards more comprehensive nationwide familial aggregation studies in Denmark: The Danish Civil Registration System versus the lite Danish Multi-Generation Register

Training restricted Boltzmann machines: An introduction

U-Time: A Fully Convolutional Network for Time Series Segmentation Applied to Sleep Staging ⬇️

Unsupervised Deep Learning Applied to Breast Density Segmentation and Mammographic Risk Scoring

Using machine learning for predicting intensive care unit resource use during the COVID-19 pandemic in Denmark

VALIDATION OF HIPPOCAMPAL TEXTURE FOR EARLY ALZHEIMER'S DISEASE DETECTION: GENERALIZATION TO INDEPENDENT COHORTS AND EXTRAPOLATION TO VERY EARLY SIGNS OF DEMENTIA

bufferkdtree: A Python library for massive nearest neighbor queries on multi-many-core devices