Search Results - "Clemmensen, Line H"

A Contextually Supported Abnormality Detector for Maritime Trajectories by Olesen, Kristoffer Vinther, Boubekki, Ahcène, Kampffmeyer, Michael C., Jenssen, Robert, Christensen, Anders Nymark, Hørlück, Sune, Clemmensen, Line H.

“…The analysis of maritime traffic patterns for safety and security purposes is increasing in importance and, hence, Vessel Traffic Service operators need…”
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A Generalized Linear Joint Trained Framework for Semi-Supervised Learning of Sparse Features by Laria, Juan Carlos, Clemmensen, Line H, Ersboll, Bjarne K, Delgado-Gomez, David

“…The elastic net is among the most widely used types of regularization algorithms, commonly associated with the problem of supervised generalized linear model…”
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Effects of network resolution on topological properties of human neocortex by Romero-Garcia, Rafael, Atienza, Mercedes, Clemmensen, Line H., Cantero, Jose L.

“…Graph theoretical analyses applied to neuroimaging datasets have provided valuable insights into the large-scale anatomical organization of the human…”
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Spatial models for probabilistic prediction of wind power with application to annual-average and high temporal resolution data by Lenzi, Amanda, Pinson, Pierre, Clemmensen, Line H., Guillot, Gilles

“…Producing accurate spatial predictions for wind power generation together with a quantification of uncertainties is required to plan and design optimal…”
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Exploring Movement Impairments in Patients With Parkinson's Disease Using the Microsoft Kinect Sensor: A Feasibility Study by Rudå, Ditte, Einarsson, Gudmundur, Andersen, Anne Sofie Schott, Matthiassen, Jannik Boll, Correll, Christoph U, Winge, Kristian, Clemmensen, Line K H, Paulsen, Rasmus R, Pagsberg, Anne Katrine, Fink-Jensen, Anders

“…Current assessments of motor symptoms in Parkinson's disease are often limited to clinical rating scales. To develop a computer application using the Microsoft…”
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On Crowdsourcing-Design with Comparison Category Rating for Evaluating Speech Enhancement Algorithms by Suarez, Angelica S. Z., Laroche, Clement, Clemmensen, Line H., Das, Sneha

“…Speech enhancement techniques improve the quality or the intelligibility of an audio signal by removing unwanted noise. It is used as preprocessing in numerous…”
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Towards Transferable Speech Emotion Representation: On Loss Functions for Cross-Lingual Latent Representations by Das, Sneha, Nadine Lonfeldt, Nicole, Katrine Pagsberg, Anne, Clemmensen, Line H.

“…In recent years, speech emotion recognition (SER) has been used in wide ranging applications, from healthcare to the commercial sector. In addition to signal…”
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Predicting pectin performance strength using near‐infrared spectroscopic data: A comparative evaluation of 1‐D convolutional neural network, partial least squares, and ridge regression modeling by Einarson, Kasper A., Baum, Andreas, Olsen, Terkel B., Larsen, Jan, Armagan, Ibrahim, Santacoloma, Paloma A., Clemmensen, Line K. H.

“…We compare the application of different modeling strategies in order to predict physical properties of five different industrial pectin formulations based on…”
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Supervised feature selection for linear and non-linear regression of L⁎a⁎b⁎ color from multispectral images of meat by Sharifzadeh, Sara, Clemmensen, Line H., Borggaard, Claus, Støier, Susanne, Ersbøll, Bjarne K.

“…In food quality monitoring, color is an important indicator factor of quality. The CIELab (L⁎a⁎b⁎) color space as a device independent color space is an…”
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A comparison of dimension reduction methods with application to multi-spectral images of sand used in concrete by Clemmensen, Line H., Hansen, Michael E., Ersbøll, Bjarne K.

“…This paper presents a comparison of dimension reduction methods based on a novel machine vision application for estimating moisture content in sand used to…”
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Mass estimation of ground vehicles based on longitudinal dynamics using IMU and CAN-bus data by Jensen, Kenneth M., Santos, Ilmar F., Clemmensen, Line K.H., Theodorsen, Søren, Corstens, Harry J.P.

“…This paper considers the problem of real-time estimation of ground vehicle mass, based on longitudinal dynamics. Compared to previous contributions, this work…”
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Mass estimation of ground vehicles based on longitudinal dynamics using loosely coupled integrated navigation system and CAN-bus data with model parameter estimation by Jensen, Kenneth M., Santos, Ilmar F., Clemmensen, Line K.H., Theodorsen, Søren, Corstens, Harry J.P.

“…This work considers real-time estimation of the mass of ground vehicles equipped with on-board diagnostics (OBD-II) capabilities. The mass is estimated with a…”
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A method for comparison of growth media in objective identification of Penicillium based on multi-spectral imaging by Clemmensen, Line H., Hansen, Michael E., Frisvad, Jens C., Ersbøll, Bjarne K.

“…We consider the problems of using excessive growth media for identification and performing objective identification of fungi at the species level. We propose a…”
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In silico modelling of permeation enhancement potency in Caco-2 monolayers based on molecular descriptors and random forest by Welling, Søren H., Clemmensen, Line K.H., Buckley, Stephen T., Hovgaard, Lars, Brockhoff, Per B., Refsgaard, Hanne H.F.

“…[Display omitted] Structural traits of permeation enhancers are important determinants of their capacity to promote enhanced drug absorption. Therefore, in…”
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Sparse supervised principal component analysis (SSPCA) for dimension reduction and variable selection by Sharifzadeh, Sara, Ghodsi, Ali, Clemmensen, Line H., Ersbøll, Bjarne K.

“…Principal component analysis (PCA)11PCA:principal component analysis, SPCA: sparse PCA, SSPCA: sparse supervised PCA, SPLS: sparse partial least squares, PMD:…”
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Contribution to the estimation of force coefficients of plain gas seals with high preswirl considering rotor-foundation dynamics by Paulsen, Thomas T., Santos, Ilmar F., Clemmensen, Line K.H.

“…Rotor dynamic force coefficients of gas seals strongly depend on the machine operational conditions. These force coefficients influence the overall dynamical…”
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Data Representativity for Machine Learning and AI Systems by Clemmensen, Line H, Kjærsgaard, Rune D

“…Data representativity is crucial when drawing inference from data through machine learning models. Scholars have increased focus on unraveling the bias and…”
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On Crowdsourcing-design with Comparison Category Rating for Evaluating Speech Enhancement Algorithms by Suárez, Angélica S. Z, Laroche, Clément, Clemmensen, Line H, Das, Sneha

“…Speech enhancement techniques improve the quality or the intelligibility of an audio signal by removing unwanted noise. It is used as preprocessing in numerous…”
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Speech Detection For Child-Clinician Conversations In Danish For Low-Resource In-The-Wild Conditions: A Case Study by Das, Sneha, Lønfeldt, Nicole Nadine, Pagsberg, Anne Katrine, Clemmensen, Line. H

“…Use of speech models for automatic speech processing tasks can improve efficiency in the screening, analysis, diagnosis and treatment in medicine and…”
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Towards Transferable Speech Emotion Representation: On loss functions for cross-lingual latent representations by Das, Sneha, Lønfeldt, Nicole Nadine, Pagsberg, Anne Katrine, Clemmensen, Line H

“…In recent years, speech emotion recognition (SER) has been used in wide ranging applications, from healthcare to the commercial sector. In addition to signal…”
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