List of works by Jan Larsen

A generalization error estimate for nonlinear systems

article

A neural architecture for nonlinear adaptive filtering of time series

A predictive model of music preference using pairwise comparisons

A pseudo-Voigt component model for high-resolution recovery of constituent spectra in Raman spectroscopy

Adaptive metric kernel regression

Adaptive regularization

Adaptive regularization of neural classifiers

scholarly article by Lars Nonboe Andersen et al published 1997 in Neural Networks for Signal Processing VII. Proceedings of the 1997 IEEE Signal Processing Society Workshop

Adaptive regularization of neural networks using conjugate gradient

scholarly article published May 1998

An Electronic Patch for wearable health monitoring by reflectance pulse oximetry

scientific article published in February 2012

Analysis of Pregerminated Barley Using Hyperspectral Image Analysis

scientific article (publication date: 9 November 2011)

Antenna characteristics and air-ground interface de-embedding methods for stepped-frequency ground-penetrating radar measurements

Bayesian nonnegative Matrix Factorization with volume prior for unmixing of hyperspectral images

Blind detection of independent dynamic components

Bounded Gaussian process regression

CRIM-TRACK: sensor system for detection of criminal chemical substances

Clustering of Sun exposure measurements

Clustering via Kernel Decomposition

Co-Occurrence Models in Music Genre Classification

Combining semantic and acoustic features for valence and arousal recognition in speech

Comments for: Rivals, I., & Personnaz, L. (2000). Construction of confidence intervals for neural networks based on least squares estimation. Neural Networks, 13, 463-484.

scientific article published in January 2002

Comparison of PCA and ICA based clutter reduction in GPR systems for anti-personal landmine detection

Data representation and feature selection for colorimetric sensor arrays used as explosives detectors

Deep Learning and Music Adversaries

scholarly article by Corey Kereliuk et al published November 2015 in IEEE Transactions on Multimedia

Deep learning, audio adversaries, and music content analysis

scholarly article published October 2015

Design and evaluation of neural classifiers

scholarly article by L. Hintz-Madsen et al published 1996 in Neural Networks for Signal Processing VI. Proceedings of the 1996 IEEE Signal Processing Society Workshop

Design and evaluation of neural classifiers application to skin lesion classification

scholarly article by Mads Hintz-Madsen et al published 1995 in Proceedings of 1995 IEEE Workshop on Neural Networks for Signal Processing

Design and regularization of neural networks: the optimal use of a validation set

scholarly article by Jan Larsen et al published 1996 in Neural Networks for Signal Processing VI. Proceedings of the 1996 IEEE Signal Processing Society Workshop

Design of Neural Network Filters ⬇️

1996 doctoral thesis written by Jan Larsen

Design of robust neural network classifiers

1998 conference paper

Designer networks for time series processing

scholarly article by Claus Svarer et al published 1993 in Neural Networks for Signal Processing III - Proceedings of the 1993 IEEE-SP Workshop

Detection of skin cancer by classification of Raman spectra

scientific article (publication date: October 2004)

Development and validation of a colorimetric sensor array for fish spoilage monitoring

article

Development of the colorimetric sensor array for detection of explosives and volatile organic compounds in air

article

Discrimination of cylinders with different wall thicknesses using neural networks and simulated dolphin sonar signals

scholarly article by L.N. Andersen et al published 1999 in Neural Networks for Signal Processing IX: Proceedings of the 1999 IEEE Signal Processing Society Workshop (Cat. No.98TH8468)

Early stop criterion from the bootstrap ensemble

Efficient preference learning with pairwise continuous observations and Gaussian Processes

Empirical generalization assessment of neural network models

scholarly article by Jan Larsen & Lars Kai Hansen published 1995 in Proceedings of 1995 IEEE Workshop on Neural Networks for Signal Processing

Estimating human predictability from mobile sensor data

article

Exploring fMRI data for periodic signal components

scientific article

Feature extraction using distribution representation for colorimetric sensor arrays used as explosives detectors

Generalizable patterns in neuroimaging: how many principal components?

scientific article (publication date: May 1999)

Generalization performance of regularized neural network models

scholarly article by Jan Larsen & Lars Kai Hansen published 1994 in Proceedings of IEEE Workshop on Neural Networks for Signal Processing

Generalization: The Hidden Agenda of Learning

scholarly article by Jan Larsen & Lars Kai Hansen published November 1997 in IEEE: Signal Processing Magazine

Guest Editorial: Machine Learning for Signal Processing

scholarly article by Saeid Sanei et al published 6 February 2015 in Journal of Signal Processing Systems

Guest Editorial: Machine Learning for Signal Processing

scholarly article by Shigeru Katagiri et al published 6 February 2014 in Journal of Signal Processing Systems

Haussdorff and hellinger for colorimetric sensor array classification

How efficient is estimation with missing data?

Improved detection of chemical substances from colorimetric sensor data using probabilistic machine learning

scholarly article published 3 May 2017

Improving Music Genre Classification By Short-Time Feature Integration

Improving the robustness of Surface Enhanced Raman Spectroscopy based sensors by Bayesian Non-negative Matrix Factorization

Imputating missing values in diary records of sun-exposure study

Independent component analysis applied to pulse oximetry in the estimation of the arterial oxygen saturation (SpO2)--a comparative study

scientific article

Independent component analysis for understanding multimedia content

scientific article (publication date: 7 November 2002)

Interpretation of recurrent neural networks

scholarly article published 1997

Machine Learning for Signal Processing

scientific article

Mine detection using SF-GPR: a signal processing approach for resolution enhancement and clutter reduction

scientific article published on 18 October 2001

Modeling User Intents as Context in Smartphone-connected Hearing Aids

Modeling text with generalizable Gaussian mixtures

scientific article (publication date: June 2000)

Multi-colorimetric sensor array for detection of explosives in gas and liquid phase

article published in 2011

Multi-colorimetric sensor array for detection of illegal materials

Neural classifier construction using regularization, pruning and test error estimation

scientific article published in December 1998

Non-stationary condition monitoring through event alignment

scholarly article published 2004

On Data and Parameter Estimation Using the Variational Bayesian EM-Algorithm for Block-Fading Frequency-Selective MIMO Channels

On comparison of adaptive regularization methods

On design and evaluation of tapped-delay neural network architectures

scholarly article by Claus Svarer et al published 1993 in IEEE International Conference on Neural Networks

On optimal data split for generalization estimation and model selection

article

On the difference between updating the mixing matrix and updating the separation matrix

Optimized combination, regularization, and pruning in parallel consensual neural networks ⬇️

scientific article published on 4 December 1998

Overcomplete Blind Source Separation by Combining ICA and Binary Time-Frequency Masking

scholarly article published 2005

Part-of-speech enhanced context recognition

Peak Detection and Baseline Correction Using a Convolutional Neural Network

scientific article published in May 2019

Perception-based Personalization of Hearing Aids using Gaussian Processes and Active Learning

article

Personalizing the Fitting of Hearing Aids by Learning Contextual Preferences From Internet of Things Data

Predictive Modeling of Expressed Emotions in Music Using Pairwise Comparisons

scientific article (publication date: 2013)

Preface

Propagation of uncertainty in Bayesian kernel models - application to multiple-step ahead forecasting

scholarly article published 2003

Pruning the vocabulary for better context recognition

Pruning with generalization based weight saliencies: λOBD, λOBS ⬇️

scientific article published in January 1996

Pseudo inputs for pairwise learning with Gaussian processes

Reduction of non-stationary noise using a non-negative latent variable decomposition

scholarly article published October 2008

Revisiting Boltzmann learning: parameter estimation in Markov random fields

Scalable Privacy-Compliant Virality Prediction on Twitter ⬇️

scientific article published on 13 March 2019

Sonar discrimination of cylinders from different angles using neural networks

scholarly article by L.N. Andersen et al published 1999 in 1999 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings. ICASSP99 (Cat. No.99CH36258)

Surface-enhanced Raman spectroscopic study of DNA and 6-mercapto-1-hexanol interactions using large area mapping

scientific article (publication date: September 2016)

Temporal Feature Integration for Music Genre Classification

Temporal analysis of text data using latent variable models

scientific article (publication date: September 2009)

The Role of Top-Down Attention in the Cocktail Party: Revisiting Cherry's Experiment after Sixty Years

article by Letizia Marchegiani et al published December 2011 in 2011 10th International Conference on Machine Learning and Applications and Workshops

The Xsense project: The application of an intelligent sensor array for high sensitivity handheld explosives detectors

Top-down attention with features missing at random

Towards a universal representation for audio information retrieval and analysis

scientific article

Training and evaluation of neural networks for multi-variate time series processing

scholarly article by T.L. Fog et al published November 1995 in Proceedings of ICNN'95 - International Conference on Neural Networks

Trends in Machine Learning for Signal Processing [In the Spotlight]

scholarly article by Tülay Adalı et al published November 2011 in IEEE: Signal Processing Magazine

Two-microphone separation of speech mixtures.

scientific article published in March 2008

Unmixing of Hyperspectral Images using Bayesian Non-negative Matrix Factorization with Volume Prior

scientific article

Unsupervised learning and generalization

Unveiling Music Structure via PLSA Similarity Fusion

Wind Noise Reduction using Non-Negative Sparse Coding

Xsense: a miniaturised multi-sensor platform for explosives detection

article published in 2011

Xsense: using nanotechnology to combine detection methods for high sensitivity handheld explosives detectors

scholarly article published 23 April 2010

¿El Caballo Viejo? Latin Genre Recognition with Deep Learning and Spectral Periodicity

scholarly article by Bob L. Sturm et al published 2015 in Mathematics and Computation in Music: 5th International Conference, MCM 2015, London, UK, June 22-25, 2015, Proceedings

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