Statistics and Data Analysis

2023

Absolute risk estimation of new-onset proteinuria in patients with systemic lupus erythematosus: a Danish nationwide cohort study

Andersen, M., Stockmarr, A., Leffers, H. C. B., Troldborg, A., Voss, A., Kristensen, S., Deleuran, B., Dreyer, L., Johnsen, L., Colic, A. & Jacobsen, S., 2023, In: Clinical and Experimental Rheumatology.

Research output: Contribution to journal › Journal article › Research › peer-review

Adverse events in cognitive behavioral therapy and relaxation training for children and adolescents with obsessive-compulsive disorder: A mixed methods study and analysis plan for the TECTO trial

Pretzmann, L., Christensen, S. H., Christensen, A. B., Funch Uhre, C., Uhre, V., Thoustrup, C. L., Clemmesen, I. T., Gudmandsen, T. A., Korsbjerg, N. L. J., Mora-Jensen, A. R. C., Ritter, M., Olsen, M. H., Clemmensen, L. K. H., Lindschou, J., Gluud, C., Thomsen, P. H., Vangkilde, S., Hagstrøm, J., Rozental, A., Jeppesen, P., & 6 othersVerhulst, F., Hybel, K. A., Lønfeldt, N. N., Plessen, K. J., Poulsen, S. & Pagsberg, A. K., 2023, In: Contemporary Clinical Trials Communications. 34, 9 p., 101173.

Research output: Contribution to journal › Journal article › Research › peer-review

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An approximation of the inpatient distribution in hospitals with patient relocation using Markov chains

Andersen, A. R., Nielsen, B. F. & Plesner, A. L., 2023, In: Healthcare Analytics. 3, 13 p., 100145.

Research output: Contribution to journal › Journal article › Research › peer-review

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Application of Machine Learning for Prediction and Process Optimization-Case Study of Blush Defect in Plastic Injection Molding

Mollaei Ardestani, A., Azamirad, G., Shokrollahi, Y., Calaon, M., Hattel, J. H., Kulahci, M., Soltani, R. & Tosello, G., 2023, In: Applied Sciences. 13, 4, 21 p., 2617.

Research output: Contribution to journal › Journal article › Research › peer-review

Open Access

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Application of Mask R-CNN for lab-based X-ray diffraction contrast tomography

Fang, H., Hovad, E., Zhang, Y. & Jensen, D. J., 2023, In: Materials Characterization. 201, 11 p., 112983.

Research output: Contribution to journal › Journal article › Research › peer-review

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Changes in Diet and Physical Activity among 18–65-Year-Olds after the First National COVID-19 Lockdown in Denmark

Matthiessen, J., Biltoft-Jensen, A., Stockmarr, A., Fagt, S. & Christensen, T., 2023, In: Nutrients. 15, 6, 21 p., 1480.

Research output: Contribution to journal › Journal article › Research › peer-review

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Contribution to the estimation of force coefficients of plain gas seals with high preswirl considering rotor-foundation dynamics

Paulsen, T. T., Santos, I. F. & Clemmensen, L. K. H., 2023, In: Mechanical Systems and Signal Processing. 186, p. 20

Research output: Contribution to journal › Journal article › Research › peer-review

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Dataset for scanning electron microscopy based local fiber volume fraction analysis of non-crimp fabric glass fiber reinforced composites

Mikkelsen, L. P., Fæster, S. & Dahl, V. A., 2023, In: Data in Brief. 48, 7 p., 109058.

Research output: Contribution to journal › Journal article › Research › peer-review

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Effect of School-Based Educational Intervention on Promoting Healthy Dietary Habits in Danish Schoolchildren: The FOODcamp Case Study

Outzen, M., Thorsen, A. V., Davydova, A., Thyregod, C., Christensen, T., Grønborg, I., Trolle, E., Sabinsky, M. & Ravn-Haren, G., 2023, In: Nutrients. 15, 12, 12 p., 2735.

Research output: Contribution to journal › Journal article › Research › peer-review

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Epigenomics and Transcriptomics of Invitro Production of Cattle Embryos for Accelerated Genetic Improvement

Kadarmideen, H., 2023. 1 p.

Research output: Contribution to conference › Poster › Research

Evaluation of patient flow and other queueing systems with relocation

Andersen, A. R., 2023, In: Software Impacts. 17, 4 p., 100528.

Research output: Contribution to journal › Journal article › Research › peer-review

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Exploring healthy and climate-friendly diets for Danish adults: an optimization study using quadratic programming

Nordman, M., Lassen, A. D., Stockmarr, A., Veer, P. V. ., Biesbroek, S. & Trolle, E., 2023, In: Frontiers in Nutrition. 10, 13 p., 1158257.

Research output: Contribution to journal › Journal article › Research › peer-review

Open Access

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Hidden dimensions of the data: PCA vs autoencoders

Cacciarelli, D. & Kulahci, M., 2023, (Accepted/In press) Taylor & Francis. 10 p. (Quality Engineering).

Research output: Book/Report › Report › Research › peer-review

Impact assessment of e-trainings in occupational safety and health: a literature review

Barati Jozan, M. M., Ghorbani, B. D., Khalid, M. S., Lotfata, A. & Tabesh, H., 2023, In: BMC Public Health. 23, 23 p., 1187.

Research output: Contribution to journal › Review › peer-review

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Integrative epigenomic and transcriptomic profiling of metabolically modulated in vitro produced bovine embryos

da Fonseca Junior, A. M., Pecora Milazzoto, M. & Kadarmideen, H., 2023. 1 p.

Research output: Contribution to conference › Poster › Research

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Interactive Scribble Segmentation

Lowes, M. M., Christensen, J. L., Schreblowski Hansen, B., Hannemose, M. R., Dahl, A. B. & Dahl, V. A., 2023, Proceedings of the Northern Lights Deep Learning Workshop 2023 . Septentrio Academic Publishing, Vol. 4. 8 p.

Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

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Joint discrete and continuous matrix distribution modeling

Bladt, M. & Gardner, C. B., 2023, (Accepted/In press) In: Stochastic Models. 37 p.

Research output: Contribution to journal › Journal article › Research › peer-review

Longitudinal models for the progression of disease portfolios in a nationwide chronic heart disease population

Holm, N. N., Frølich, A., Andersen, O., Juul-Larsen, H. G. & Stockmarr, A., 2023, In: PLoS ONE. 18, 4, 26 p., e0284496.

Research output: Contribution to journal › Journal article › Research › peer-review

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Molecular Representations in Machine-Learning-Based Prediction of PK Parameters for Insulin Analogs

Einarson, K. A., Bendtsen, K. M., Li, K., Thomsen, M., Kristensen, N. R., Winther, O., Fulle, S., Clemmensen, L. & Refsgaard, H. H. F., 2023, In: ACS Omega. 8, 26, p. 23566−23578

Research output: Contribution to journal › Journal article › Research › peer-review

Open Access

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On Crowdsourcing-Design with Comparison Category Rating for Evaluating Speech Enhancement Algorithms

Suárez, A. S. Z., Laroche, C., Clemmensen, L. H. & Das, S., 2023, Proceedings of the 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 5 p. 10096447

Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

Online monitoring for error detection in vat photopolymerization

Frumosu, F. D., Méndez Ribó, M., Shan, S., Zhang, Y. & Kulahci, M., 2023, In: International Journal of Computer Integrated Manufacturing.

Research output: Contribution to journal › Journal article › Research › peer-review

Predictive Manufacturing: A Classification Strategy to Predict Product Failures

Khan, A. R., Schiøler, H., Kulahci, M., Zaki, M. & Rasmussen, P. W., 2023, (Accepted/In press) In: Expert Systems with Applications.

Research output: Contribution to journal › Journal article › Research › peer-review

Prevalence of multimorbidity in the 2015 adult population in Denmark and healthcare services utilization

Frølich, A., Stockmarr, A. & Eslava, G., 2023. 1 p.

Research output: Contribution to conference › Poster › Research

Prototyping the Learning Analytics Dashboards of an Adaptive Learning Platform: Faculty Perceptions Versus Designers’ Intentions

Tretow-Fish, T. A. B., Khalid, M. S. & Leweke, V. A. C., 2023, Proceedings of the 25th International Conference on Human-Computer Interaction, HCII 2023. Springer, Vol. 14040. p. 531-545

Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

Queueing systems with relocation of customers

Leeters, C. & Andersen, A. R., 2023, In: ORbit : medlemsblad for Dansk Selskab for Operationsanalyse . 39, p. 8-14

Research output: Contribution to journal › Journal article › Research › peer-review

Open Access

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Review of Serial and Parallel Min-Cut/Max-Flow Algorithms for Computer Vision

Jensen, P. M., Jeppesen, N., Dahl, A. B. & Dahl, V. A., 2023, In: Ieee Transactions on Pattern Analysis and Machine Intelligence. 45, 2, p. 2310-2329

Research output: Contribution to journal › Journal article › Research › peer-review

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Robust online active learning

Cacciarelli, D., Kulahci, M. & Tyssedal, J. S., 2023, (Accepted/In press) In: Quality and Reliability Engineering International. 20 p.

Research output: Contribution to journal › Journal article › Research › peer-review

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Scenarios, Methods, and Didactics in Teaching Using Video-Conferencing Systems and Interactive Tools: Empirical Investigation on Problems and Good Practices

Khalid, M. S., Tretow-Fish, T. A. B. & Parveen, M., 2023, Proceedings of the 25th International Conference on Human-Computer, HCII 2023. Springer, Vol. 1040. p. 454-474

Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

Statistical process control versus deep learning for power plant condition monitoring

Hansen, H. H., Kulahci, M. & Nielsen, B. F., 2023, In: Computers and Chemical Engineering. 178, 17 p., 108391.

Research output: Contribution to journal › Journal article › Research › peer-review

Utilization of acoustic signals with generative Gaussian and autoencoder modeling for condition-based maintenance of injection moulds

Rønsch, G., López-Espejo, I., Michelsanti, D., Xie, Y., Popovski, P. & Tan, Z. H., 2023, (Accepted/In press) In: International Journal of Computer Integrated Manufacturing.

Research output: Contribution to journal › Journal article › Research › peer-review

Variable selection wrapper in presence of correlated input variables for random forest models

Rotari, M. & Kulahci, M., 2023, (Accepted/In press) In: Quality and Reliability Engineering International. 15 p.

Research output: Contribution to journal › Journal article › Research › peer-review

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2022

A climate classification for corrosion control in electronic system design

Spooner, M., Ambat, R., Gudla, H. C. & Kulahci, M., 2022, In: Machine Learning with Applications. 9, 10 p., 100397.

Research output: Contribution to journal › Journal article › Research › peer-review

Open Access

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A Generalized Linear Joint Trained Framework for Semi-Supervised Learning of Sparse Features

Carlos Laria, J., Clemmensen, L. H., Ersbøll, B. K. & Delgado-Gomez, D., Aug 2022, In: Mathematics. 10, 16, 18 p., 3001.

Research output: Contribution to journal › Journal article › Research › peer-review

Open Access

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An easy to use GUI for simulating big data using Tennessee Eastman process

Andersen, E. B., Udugama, I. A., Gernaey, K. V., Khan, A. R., Bayer, C. & Kulahci, M., 2022, In: Quality and Reliability Engineering International. 38, 1, p. 264-282 19 p.

Research output: Contribution to journal › Journal article › Research › peer-review

A new FTIR assay for quantitative measurement of endo-fucoidanase activity

Tran, V. H. N., Perna, V., Mikkelsen, M. D., Thi Nguyen, T., Thi Dieu Trang, V., Baum, A., Thi Thuy Cao, H., Thi Thanh Van, T. & Meyer, A. S., 2022, In: Enzyme and Microbial Technology. 158, 9 p., 110035.

Research output: Contribution to journal › Journal article › Research › peer-review

Open Access

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A novel fault detection and diagnosis approach based on orthogonal autoencoders

Cacciarelli, D. & Kulahci, M., 2022, In: Computers and Chemical Engineering. 163, 19 p., 107853.

Research output: Contribution to journal › Journal article › Research › peer-review

Open Access

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A numerical study of Markov decision process algorithms for multi-component replacement problems

Andersen, J. F., Andersen, A. R., Kulahci, M. & Nielsen, B. F., 2022, In: European Journal of Operational Research. 299, 3, p. 94–102 12 p.

Research output: Contribution to journal › Journal article › Research › peer-review

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Anvendelse af lægemiddeldata til at estimere risiko for indlæggelse af hjemmeplejemodtagere

Lyndgaard, C. B., Thyregod, C. & Ersbøll, B. K., 2022, DTU Compute. 18 p.

Research output: Book/Report › Report › Commissioned

Open Access

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Associations Between the Severity of Obsessive-Compulsive Disorder and Vocal Features in Children and Adolescents: Protocol for a Statistical and Machine Learning Analysis

Clemmensen, L. K. H., Lønfeldt, N. N., Das, S., Lund, N. L., Uhre, V. F., Mora-Jensen, A-R. C., Pretzmann, L., Uhre, C. F., Ritter, M., Korsbjerg, N. L. J., Hagstrøm, J., Thoustrup, C. L., Clemmesen, I. T., Plessen, K. J. & Pagsberg, A. K., 28 Oct 2022, In: JMIR Research Protocols. 11, 10, 12 p., e39613.

Research output: Contribution to journal › Journal article › Research › peer-review

Open Access

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Automated detection of hyperreflective foci in the outer nuclear layer of the retina

Schmidt, M. F., Christensen, J. L., Dahl, V. A., Toosy, A., Petzold, A., Hanson, J. V. M., Schippling, S., Frederiksen, J. L. & Larsen, M., 2022, In: Acta Ophthalmologica. 101, 2, p. 200-206

Research output: Contribution to journal › Journal article › Research › peer-review

Open Access

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Automated vision-based inspection of mould and part quality in soft tooling injection moulding using imaging and deep learning

Zhang, Y., Shan, S., Frumosu, F. D., Calaon, M., Yang, W., Liu, Y. & Hansen, H. N., 2022, In: C I R P Annals. 71, 1, p. 429-432

Research output: Contribution to journal › Journal article › Research › peer-review

Open Access

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Bringing Light Into the Dark: A Large-scale Evaluation of Knowledge Graph Embedding Models under a Unified Framework

Ali, M., Berrendorf, M., Hoyt, C. T., Vermue, L., Galkin, M., Sharifzadeh, S., Fischer, A., Tresp, V. & Lehmann, J., 2022, In: Ieee Transactions on Pattern Analysis and Machine Intelligence. 44, 12, p. 8825 - 8845

Research output: Contribution to journal › Journal article › Research › peer-review

Open Access

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Can Machine Learning Models Predict Asparaginase-associated Pancreatitis in Childhood Acute Lymphoblastic Leukemia

Nielsen, R. L., Wolthers, B. O., Helenius, M., Albertsen, B. K., Clemmensen, L., Nielsen, K., Kanerva, J., Niinimäki, R., Frandsen, T. L., Attarbaschi, A., Barzilai, S., Colombini, A., Escherich, G., Aytan-Aktug, D., Liu, H-C., Möricke, A., Samarasinghe, S., van der Sluis, I. M., Stanulla, M., Tulstrup, M., & 4 othersYadav, R., Zapotocka, E., Schmiegelow, K. & Gupta, R., 2022, In: Journal of Pediatric Hematology/Oncology. 44, 3, p. e628-e636 9 p.

Research output: Contribution to journal › Journal article › Research › peer-review

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Case Study of Multi-Course Project-Based Learning and Online Assessment in Electrical Engineering Courses during COVID-19 Pandemic

Khandakar, A., Chowdhury, M. E. H., Khalid, M. S. & Zorba, N., 2022, In: Sustainability (Switzerland). 14, 9, 18 p., 5056.

Research output: Contribution to journal › Journal article › Research › peer-review

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Characterisation of multivariate phase type distributions

Nielsen, B. F., Apr 2022, In: Queueing Systems. 100, 3-4, p. 229-231

Research output: Contribution to journal › Letter › peer-review

Compressing CNN Kernels for Videos Using Tucker Decompositions: Towards Lightweight CNN Applications

Rasmussen, T. E., Clemmensen, L. KH. & Baum, A., 2022, In: Proceedings of the Northern Lights Deep Learning Workshop. 3, 7 p.

Research output: Contribution to journal › Journal article › Research › peer-review

Open Access

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Continuous Metric Learning For Transferable Speech Emotion Recognition and Embedding Across Low-resource Languages

Das, S., Lund, N. L., Lønfeldt, N. N., Pagsberg, A. K. & Clemmensen, L. K. H., 2022, Proceedings of the Northern Lights Deep Learning Workshop 2022. Vol. 3. 10 p.

Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

Open Access

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Data-Driven Identification of Remaining Useful Life for Plastic Injection Moulds

Böttjer, T., Ørnskov Rønsch, G., Gomes, C., Ramanujan, D., Iosifidis, A. & Gorm Larsen, P., 2022, Proceedings of the Changeable, Agile, Reconﬁgurable and Virtual Production Conference and the World Mass Customization & Personalization Conference. Springer, p. 431-439 (Lecture Notes in Mechanical Engineering).

Research output: Chapter in Book/Report/Conference proceeding › Book chapter › Research › peer-review

Data Integration for Industrial Big Data Applications

Vermue, L., 2022, Technical University of Denmark. 186 p.

Research output: Book/Report › Ph.D. thesis

Open Access

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Diversity in statistics projects – do students choose according to their gender?

Olsen, N. A. L., 2022, Technical University of Denmark. 7 p.

Research output: Book/Report › Report › Research

Open Access

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