Line Katrine Harder Clemmensen

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  Towards RhapsodeTM Adaptive Learning System-Mediated Quality Improvement of Nursing Education: Evaluation Applying Data Science Approach

  Tretow-Fish, T. A. B. (PhD Student), Khalid, M. S. (Main Supervisor), Clemmensen, L. K. H. (Supervisor), Olsen, N. A. L. (Supervisor), Buus, L. (Examiner), Salha, S. H. M. (Examiner) & Bækgaard, P. (Examiner)

  01/01/2021 → 15/07/2024

  Project: PhD

  • Learning Analytics 100%
  • Systematic Review 100%
  • Dashboards 72%
  • Learning Platform 61%
  • Learning Systems 50%

• Higher Level of Condition-Based Maintenance and Predictive Maintenance of Electro-Mechanical Components via Machine Learning Techniques

  Jensen, K. M. (PhD Student), Santos, I. F. (Main Supervisor), Clemmensen, L. K. H. (Supervisor), Achiche, S. (Examiner), Rinderknecht, S. (Examiner) & Theodorsen, S. (Supervisor)

  01/01/2021 → 10/06/2024

  Project: PhD

  • On-road Data 100%
  • Braking Action 100%
  • Vehicle Mass Estimation 100%
  • Pressure Window 50%
  • Hatchback 50%

• Extracting Essential Information and Making Inference from Data

  Kjærsgaard, R. D. (PhD Student), Clemmensen, L. K. H. (Main Supervisor), Ersbøll, B. K. (Supervisor), Jenssen, R. (Examiner) & Larsen, K. G. (Examiner)

  01/09/2020 → 11/01/2024

  Project: PhD

  • Data Representation 100%
  • Data Reduction 66%
  • Machine Learning 66%
  • Data Source 66%
  • Numerosity Reduction 33%

• Machine learning on biological data for faster data-driven drug discovery and development

  Einarson, K. A. (PhD Student), Clemmensen, L. K. H. (Main Supervisor), Refsgaard, H. H. F. (Supervisor), Darkner, S. (Examiner) & Obrezanova, O. (Examiner)

  01/08/2020 → 06/09/2024

  Project: PhD

• Study of Predictive Analytics in a Command & Control Center

  Olesen, K. V. (PhD Student), Darkner, S. (Examiner), Lenzi, A. (Examiner), Clemmensen, L. K. H. (Main Supervisor) & Hørlück, S. (Supervisor)

  15/01/2020 → 15/01/2024

  Project: PhD

  • Surveillance Operator 100%
  • Deep Learning 100%
  • Situation Awareness 100%
  • Abnormal Trajectories 100%
  • Behavior (Neuroscience) 100%

• Computational methods for ordinal mixed models applicable to online user ratings

  Grønberg, M. G. (PhD Student), Jiang, J. (Examiner), Skovgaard, L. T. (Examiner), Clemmensen, L. K. H. (Main Supervisor) & Jensen, S. P. (Supervisor)

  01/12/2019 → 30/10/2023

  Project: PhD

  • Crossed Random Effects 100%
  • Ordinal Response 60%
  • Movie Recommender System 40%
  • Crossed Factors 40%
  • Awarness 20%

• Novel Dynamic Testing & Analysis Techniques for Rotating Machinery inside of Digitalization & Mechatronics 4.0 Frameworks

  Paulsen, T. T. (PhD Student), Balling, O. (Examiner), Keogh, P. S. (Examiner), Santos, I. F. (Main Supervisor) & Clemmensen, L. K. H. (Supervisor)

  01/09/2019 → 10/07/2023

  Project: PhD

  • Rotating Machinery 100%
  • Modal Parameter 100%
  • Parameter Estimate 50%
  • Rotors 50%
  • Magnetic Bearing 50%

• Model-based Process Surveillance and Optimization for Fault Detection and Diagnosis

  Rønsch, G. Ø. (PhD Student), Kulahci, M. (Main Supervisor), Sommer, A. F. (Supervisor), Stage, H. M. (Supervisor), Clemmensen, L. K. H. (Examiner), Madsen, O. (Examiner) & Does, R. J. M. M. (Examiner)

  01/03/2019 → 28/02/2022

  Project: PhD

  • Fault Diagnosis 100%
  • Industry 4.0 100%
  • Fault Detection 100%
  • Product Quality 100%
  • Fault Detection and Diagnosis 100%

• Data analysis methods for process understanding and improvement in injection moulding production

  Frumosu, F. D. (PhD Student), Kulahci, M. (Main Supervisor), Aanæs, H. (Supervisor), Tosello, G. (Supervisor), Clemmensen, L. K. H. (Examiner), Thyregod, P. (Examiner) & Riquelme, A. J. F. (Examiner)

  Forskningsrådsfinansiering

  01/10/2016 → 15/01/2020

  Project: PhD

  • Product Quality 100%
  • Injection Moulding 100%
  • Quality Measure 50%
  • Faulty Products 50%
  • Product Quality Prediction 50%

• Optimisation of biodevice production

  Thyregod, C. (Supervisor), Clemmensen, L. K. H. (Main Supervisor) & Rabøl, M. P. (Project Participant)

  01/01/2016 → 04/06/2016

  Project: Research

  • Biodevices 100%

• Automated NIR management

  Larsen, J. S. (PhD Student), Larsen, A. (Supervisor), Skov, T. H. (Supervisor), Stockmarr, A. (Supervisor), Mørup, M. (Examiner), Darkner, S. (Examiner), Fearn, T. (Examiner), Clemmensen, L. K. H. (Main Supervisor) & Ersbøll, B. K. (Supervisor)

  Samfinansieret - Andet

  15/11/2015 → 05/02/2020

  Project: PhD

  • Neural Network 100%
  • Process Control 50%
  • Beer Law 50%
  • Semi-supervised Domain Adaptation 25%
  • Exogenous Disturbances 25%

• Advancing linear and non-linear mixed models in engineering science

  Jensen, S. P. (PhD Student), Brockhoff, P. B. (Main Supervisor), Kristensen, K. (Supervisor), Kulahci, M. (Supervisor), Clemmensen, L. K. H. (Examiner), Schlich, P. (Examiner) & Ekstrøm, C. T. (Examiner)

  Technical University of Denmark

  01/09/2015 → 14/01/2019

  Project: PhD

  • Mixed Model 100%
  • Multiplicative 100%
  • Multiplicative Mixed Model 83%
  • Analysis of Variance 77%
  • Variance Model 66%

• Big Data Modelling with Applications to Airports

  Nielsen, A. M. (PhD Student), Clemmensen, L. K. H. (Main Supervisor), Dahl, A. B. (Supervisor), Ersbøll, B. K. (Supervisor), Dahl, V. A. (Examiner), Sporring, J. (Examiner) & Jenssen, R. (Examiner)

  Samfinansieret - Andet

  01/08/2015 → 10/04/2019

  Project: PhD

  • Simulation Study 100%
  • Hypothesis Test 100%
  • Survival Data 50%
  • Statistical Method 50%
  • Disease Progression 50%

• Computerised Quantification of Motions Associated with Psychiatric Disorders

  Einarsson, G. (PhD Student), Paulsen, R. R. (Main Supervisor), Clemmensen, L. K. H. (Supervisor), Fink-Jensen, A. (Supervisor), Pagsberg, A. K. (Supervisor), Nielsen, A. A. (Examiner), Gudmundsson, S. (Examiner) & Moeslund, T. B. (Examiner)

  Samfinansieret - Andet

  15/08/2014 → 16/05/2018

  Project: PhD

  • Classification Method 100%
  • Response Variable 100%
  • Classification Applications 100%
  • Asymptotic Result 50%
  • Real-World Problem 50%

• Statistical modelling of space-time processes with

  Lenzi, A. (PhD Student), Ersbøll, B. K. (Main Supervisor), Clemmensen, L. K. H. (Supervisor), Pinson, P. (Supervisor), Stockmarr, A. (Examiner), Girard, R. (Examiner) & Thorarinsdottir, T. L. (Examiner)

  Science Without Borders

  01/11/2013 → 16/08/2017

  Project: PhD

  • Statistical Modeling 100%
  • Time Process 100%
  • Gaussian Field 100%
  • Wind Power 100%
  • Process Time 100%

• Characterization of absorption enhancers for orally administered therapeutic peptides in tablet formulations - applying statistical learning

  Welling, S. H. (PhD Student), Brockhoff, P. B. (Main Supervisor), Clemmensen, L. K. H. (Supervisor), Hovgaard, L. (Supervisor), Refsgaard, H. (Supervisor), Kulahci, M. (Examiner), Arvastson, L. J. (Examiner), Genuer, R. (Examiner) & Buckley, S. T. (Supervisor)

  ErhvervsPhD-ordningen VTU

  01/05/2013 → 30/09/2016

  Project: PhD

  • Tablet Formulation 100%
  • Random Forest Regression 50%
  • Tablet Dissolution 33%
  • Caco-2 Model 33%
  • Intestinal Epithelium Barrier 16%

• Monitoring Animal Wellbeing

  Gronskyte, R. (PhD Student), Kulahci, M. (Main Supervisor), Clemmensen, L. K. H. (Supervisor), Hviid, M. S. (Supervisor), Ersbøll, B. K. (Examiner), Bergquist, B. (Examiner) & Christensen, L. B. (Examiner)

  Institut, samfinansiering

  15/12/2011 → 31/03/2016

  Project: PhD

  • Pig 100%
  • Additional Markers 50%
  • Dense Crowd 25%
  • Animal Stress 25%
  • Walking Pattern 25%

• Spectral imaging of meat quality - color, texture and structure

  Trinderup, C. H. (PhD Student), Dahl, A. B. (Supervisor), Clemmensen, L. K. H. (Examiner), Christensen, L. B. (Examiner), Parker, A. (Examiner) & Conradsen, K. (Main Supervisor)

  Forskningsrådsfinansiering

  01/12/2011 → 19/03/2015

  Project: PhD

  • Meat Color 100%
  • Meat Quality 100%
  • Salami 66%
  • Food Science 33%
  • Image Texture Analysis 25%

• Multivariate Analysis Techniques for Optimal Vision System Design

  Sharifzadeh, S. (PhD Student), Clemmensen, L. K. H. (Main Supervisor), Ersbøll, B. K. (Supervisor), Conradsen, K. (Examiner), van den Berg, F. W. J. (Examiner) & Ames, B. P. W. (Examiner)

  Forskningsrådsfinansiering

  01/06/2011 → 21/09/2015

  Project: PhD

  • Vision Systems 100%
  • Feature Selection 100%
  • Analysis Technique 100%
  • Design System 100%
  • Feature Extraction 100%

• Control & Surveillance of Automated Production Steps (a part of the inSPIRe Food)

  Larsen, R. (Project Participant), Ersbøll, B. K. (Project Participant), Frosch, S. (Project Participant), Clemmensen, L. K. H. (Project Participant) & Larsen, A. B. L. (Project Participant)

  Danish Council for Strategic Research

  01/01/2011 → 31/12/2016

  Project: Research

  • Manual Operation 100%
  • Production Steps 100%
  • Automated Production 100%
  • Process Operators 100%
  • Process Control 100%

• Facial recognition

  Fagertun, J. (PhD Student), Paulsen, R. R. (Main Supervisor), Clemmensen, L. K. H. (Examiner), Hansen, D. W. (Examiner) & Cootes, T. F. (Examiner)

  Technical University of Denmark

  01/09/2010 → 26/02/2014

  Project: PhD

  • Gender Recognition 100%
  • Biometrics 100%
  • Facial Analysis 100%
  • Biometric Recognition 100%
  • Facial Characteristic 50%

• Data-analyse i sparse, høj-dimensionale rum

  Clemmensen, L. K. H. (PhD Student), Ersbøll, B. K. (Main Supervisor), Larsen, R. W. (Examiner), Bigun, J. (Examiner) & Bro-Jørgensen, R. (Examiner)

  DTU stipendium

  01/04/2006 → 31/03/2010

  Project: PhD

  • Mixture Discriminant Analysis 100%
  • Large p Small n Problem 100%
  • Support Vector Machine 100%
  • Novel Classification 50%
  • Objective System 50%