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Subject:         Tesi Doctoral. Universitat Autònoma de Barcelona
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    Outlines: 
     Item: 
      Title: EJEMPLAR_TESIS_0 2.pdf
      Children: 
       Item: 
        Title: List of Abbreviations 
       Item: 
        Title: Introduction
        Children: 
         Item: 
          Title: Disease Progress Monitoring for Stroke
          Children: 
           Item: 
            Title: Monitoring Stroke Patients: Human Action Recognition and Movement Smoothness
           Item: 
            Title: Challenges With Stroke Patient Monitoring
            Children: 
             Item: 
              Title: Data Scarcity
             Item: 
              Title: Non-repetitive Action Recognition
             Item: 
              Title: Movements’ Smoothness Analysis
             Item: 
              Title: Privacy, Cost and Setup
         Item: 
          Title: Neurodegenerative Diseases Early Screening
          Children: 
           Item: 
            Title: Neurodegenerative Diseases
           Item: 
            Title: Early Screening via Handwriting Analysis
           Item: 
            Title: Challenges With Disease Early Screening
            Children: 
             Item: 
              Title: Few data
             Item: 
              Title: Synthetic Data Generation
         Item: 
          Title: Thesis Objectives and Contributions
          Children: 
           Item: 
            Title: Objectives
           Item: 
            Title: Contributions
         Item: 
          Title: Thesis Organization
       Item: 
        Title: State of the Art
        Children: 
         Item: 
          Title: Human Action Recognition
          Children: 
           Item: 
            Title: Wearable Sensing for HAR
           Item: 
            Title: HAR Model Selection
           Item: 
            Title: Movement Smoothness
            Children: 
             Item: 
              Title: The Kinematic Theory of Rapid Human Movements
             Item: 
              Title: Kinematic Theory Application
         Item: 
          Title: Handwriting Analysis for Neurodegenerative Diseases
         Item: 
          Title: Synthetic Handwriting Generation
       Item: 
        Title: I Comprehensive Monitoring Framework
        Children: 
         Item: 
          Title: Non-invasive Stroke Patient Monitoring via 3D Kinematics and Supervised Learning
          Children: 
           Item: 
            Title: Introduction
           Item: 
            Title: Data Acquisition Protocol
           Item: 
            Title: Methodology
            Children: 
             Item: 
              Title: Data Capturing
             Item: 
              Title: Human Action Recognition: Spotting and Classification
              Children: 
               Item: 
                Title: Support Vector Machines
               Item: 
                Title: Convolutional Neural Networks
             Item: 
              Title: Kinematic Model in 3D
           Item: 
            Title: Experiments
            Children: 
             Item: 
              Title: Segmentation and Classification Results
              Children: 
               Item: 
                Title: Scenario L1
               Item: 
                Title: Scenario L2
               Item: 
                Title: Scenario L2 (Clustering)
             Item: 
              Title: Kinematic Analysis Results
              Children: 
               Item: 
                Title: Scenario L1
               Item: 
                Title: Scenario L2
           Item: 
            Title: Patients' Clinical Assessment 
           Item: 
            Title: Patients’ Clinical vs Kinematic Assessment Discussion
           Item: 
            Title: Conclusion and Future Work 
         Item: 
          Title: Jerk as a Smoothness Measure: Easing Automatic Neurorehabilitation via Classification and Smoothness Analysis
          Children: 
           Item: 
            Title: Introduction
           Item: 
            Title: Movement Classification
            Children: 
             Item: 
              Title: Architecture
           Item: 
            Title: Movement Smoothness
           Item: 
            Title: Setup
            Children: 
             Item: 
              Title: Dataset
             Item: 
              Title: Pipeline
           Item: 
            Title: Results
            Children: 
             Item: 
              Title: Classification
             Item: 
              Title: Smoothness
           Item: 
            Title: Conclusion
       Item: 
        Title: II Synthetic Data Generation
        Children: 
         Item: 
          Title: Recovering and Classifying Upper Limb Impairment Trajectories After Stroke
          Children: 
           Item: 
            Title: Fitting Trajectories and Generation
           Item: 
            Title: Experimental Evaluation
           Item: 
            Title: Conclusion
         Item: 
          Title: GANs: In-air Movement For Alzheimer Handwriting Synthetic Generation
          Children: 
           Item: 
            Title: Introduction
           Item: 
            Title: Methodology
            Children: 
             Item: 
              Title: Generator
             Item: 
              Title: Discriminator
           Item: 
            Title: Dataset
           Item: 
            Title: Experiments
           Item: 
            Title: Results
           Item: 
            Title: Discussion
           Item: 
            Title: Conclusion
         Item: 
          Title: HS-Gen: Human-Like Handwriting Synthetic Generation—A Preliminary Investigation
          Children: 
           Item: 
            Title: Introduction
           Item: 
            Title: Related Work and Background
            Children: 
             Item: 
              Title:  Biologically Inspired Approach for Recovering the Trajectory of Offline Handwriting
             Item: 
              Title: Time-Optimal Trajectory Planning
           Item: 
            Title: Methodology
            Children: 
             Item: 
              Title: Trajectory Recovery
             Item: 
              Title: Human-Like Time Law Generation
              Children: 
               Item: 
                Title: Phase Plane Analysis
               Item: 
                Title: Human-Likeness Index
             Item: 
              Title: Kinematic Parameter Extraction
             Item: 
              Title: Kinematic Parameter Variation
             Item: 
              Title: Trajectory Reconstruction
           Item: 
            Title: Dataset
           Item: 
            Title: Results
            Children: 
             Item: 
              Title: Metrics
             Item: 
              Title: Visual and Semantic Aspects
             Item: 
              Title: Amount of Kinematic Variation
           Item: 
            Title: Discussion
            Children: 
             Item: 
              Title: Does this synthetic generation method produce plausible data?
              Children: 
               Item: 
                Title: Is the visual resemblance of synthetically generated data guaranteed?
               Item: 
                Title: Could we consider this generation method as a controlled generation method?
           Item: 
            Title: Conclusion
         Item: 
          Title: Conclusion
          Children: 
           Item: 
            Title: Summary of the Contributions
           Item: 
            Title: Discussion
           Item: 
            Title: Future Research 
         Item: 
          Title: List of Contributions
         Item: 
          Title: Bibliography
     Item: 
      Title: EJEMPLAR_TESIS_0.pdf
      Children: 
       Item: 
        Title: Table of contents
       Item: 
        Title: Preface
        Destination: 1
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        Title: Abstract
        Destination: 1
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        Title: Resum
        Destination: 1
       Item: 
        Title: List of acronyms
        Destination: 1
       Item: 
        Title: 1. Introduction
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          Title: 1.1. Natural disturbances as drivers of forest dynamics
          Destination: 1
         Item: 
          Title: 1.2. Forest management to increase resistance to multiple disturbances
          Destination: 1
         Item: 
          Title: 1.3. Tree responses to forest management and natural disturbances
          Destination: 1
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          Title: 1.4. Objectives and structure
          Destination: 1
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        Title: 2. Mid-term resistance to drought and wildfires
        Children: 
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          Title: 2.1. Introduction
          Destination: 1
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          Title: 2.2. Materials and methods
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         Item: 
          Title: 2.3. Results
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          Title: 2.4. Discussion
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          Title: 2.5. Conclusions
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          Title: 2.6. Supplementary material
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          Title: 3.1. Introduction
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          Title: 3.2. Materials and methods
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         Item: 
          Title: 3.3. Results
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          Title: 3.4. Discussion
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          Title: 3.5. Conclusion
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         Item: 
          Title: 3.6. Supplementary material
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            Title: Appendix S3.1.
            Destination: 1
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            Destination: 1
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            Title: Appendix S3.3. Model statistics of BAI, resilience indices, stable isotopes, and iWUE
            Destination: 1
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        Title: 4. Short-term terpene content and resistance to PPM
        Children: 
         Item: 
          Title: 4.1. Introduction
          Destination: 1
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          Title: 4.2. Materials and methods
          Destination: 1
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          Title: 4.3. Results
          Destination: 1
         Item: 
          Title: 4.4. Discussion
          Destination: 1
         Item: 
          Title: 4.5. Conclusions
          Destination: 1
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          Title: 4.6. Supplementary material
          Destination: 1
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        Title: 5. Long-term resin ducts sensitivity
        Children: 
         Item: 
          Title: 5.1. Introduction
          Destination: 1
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          Title: 5.2. Materials and methods
          Destination: 1
         Item: 
          Title: 5.3. Results
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         Item: 
          Title: 5.4. Discussion
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         Item: 
          Title: 5.5. Conclusions
          Destination: 1
         Item: 
          Title: 5.6. Supplementary material
          Destination: 1
          Children: 
           Item: 
            Title: Appendix S5.1. Duct production, relative duct area, and duct density estimated marginal means and mean departure from average
            Destination: 1
           Item: 
            Title: Appendix S5.2. Mean annual variation and mean departure from average resin duct metrics and basal area increment
            Destination: 1
           Item: 
            Title: Appendix S5.3. Climate-defense relationships
            Destination: 1
           Item: 
            Title: Appendix S5.4. Model statistics of resin duct metrics
            Destination: 1
       Item: 
        Title: 6. General discussion
        Children: 
         Item: 
          Title: 6.1. Forest management determines resistance to multiple disturbances
          Destination: 1
         Item: 
          Title: 6.2. Prescribed burning modulates tree resistance to multiple disturbances
          Destination: 1
         Item: 
          Title: 6.3. Effectiveness of silvicultural treatments over time
          Destination: 1
         Item: 
          Title: 6.4. Post-treatment weather conditions shape treatment effects
          Destination: 1
         Item: 
          Title: 6.5. Potentials, limitations, and implications
          Destination: 1
       Item: 
        Title: 7. Conclusions
       Item: 
        Title: References
        Destination: 1
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