Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 20 of 29 for “"Heatmaps"”.
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Biomechanical Golf Swing Analysis using Markerless Three-Dimensional Skeletal Tracking through Truncation-Robust Heatmaps
The efficient generation and transfer of energy in the golf swing has long been a subject of biomechanical interest, with a particular focus on the concept of the kinematic sequence, which is the coordinated segmental rotation of the pelvis, torso, arms, and club. While previous studies have …
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Transformation-invariance properties of Grad-CAM in Convolutional Neural Networks
… explanation technique that generates visual heatmaps to highlight the class-relevant regions in an input image. However, in real-world scenarios, input images often undergo transformations such as rotation, zoom, and shifts along the horizontal and vertical axis, which may compromise the …
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Entwicklung von bioinformatischen Visualisierungswerkzeugen für Metabolitdaten von Nährstoffmangelsituationen bei Arabidopsis thaliana
… Datenzugriff und die grafische Ausgabe als z. B. Heatmaps. In der Entstehung dieser Arbeit sind weiterhin zwei weitere Visualisierungsformen von PCA-Daten entwickelt worden: Das Abstandsdiagramm und die animierte PCA. Beides sind hilfreiche Werkzeuge zur Interpretation von PCA-Plots eines …
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Visualization and differential privacy
… visualization products, bar graphs, pie charts, heatmaps, linear plots and scatterplots, present information from statistical database queries. Visualization products showed seasonal, daily and weekly periodic consumption patterns such that power utilities can make a qualitative analysis of …
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An Expandable Stage-Based Machine Learning and Statistical Pipeline for Detecting Adverse Drug Reaction Risks on Complex Multidimensional Datasets
… visualizations such as Sankey diagrams and heatmaps that reveal subgroup-specific patterns and key contributing factors. By integrating statistical rigor, subgroup analysis, and visual interpretability, this pipeline offers a flexible and comprehensive tool for enhancing ADR detection, …
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DEEP LEARNING ALGORITHM FOR MOLECULAR CLASSIFICATION OF ENDOMETRIAL CANCER FROM WHOLE SLIDE HISTOPATHOLOGY IMAGES
… clinically aligned architecture. Prediction heatmaps were generated to enhance interpretability. The model showed excellent performance for POLEmut (AUROC 0.95; accuracy 87.5%; F1 0.86) and good performance for MMRd (AUROC 0.88; F1 0.81) and p53-abn (accuracy 74%; F1 0.70). Overall, it …
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UncL-STARK: An Architecture-preserving Transformer-based Tracker with Uncertainty-aware Layer-skipping
… derived directly from the model’s localization heatmaps to guide adaptive depth selection across frames. This enables a feedback-driven inference strategy in which the computational depth allocated to each frame is adjusted based on the estimated confidence of previous predictions. Extensive …
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Multi-scale local explanation approach for image analysis using model-agnostic explainable artificial intelligence (XAI)
… to explain decisions made by CNN models through heatmaps of coarse to finer scales. More precisely, when LIME highlights large superpixels from the coarse scale, there are some tiny regions in the corresponding superpixel that influenced the model’s prediction at the finer scale. Therefore, we …
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Performance in Multipath & High-Mobility Leveraging Terrestrial and Satellite Networks
… to high speeds compared to terrestrial networks. Heatmaps and statistical analyses underscore the complementary strengths of these networks, suggesting their integration via multipath protocols (e.g., MPTCP, MPQUIC) could enhance reliability and performance in critical applications such as …
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Πολιτικό μάρκετινγκ στα μέσα κοινωνικής δικτύωσης: μια μελέτη Eye-Tracking
… βασίστηκε αποκλειστικά σε θερμικούς χάρτες (heatmaps), οι οποίοι αποτυπώνουν τη συγκεντρωτική χωρική κατανομή του βλέμματος των συμμετεχόντων, ενώ οι απαντήσεις των συμμετεχόντων συνέβαλαν στην κατανόηση αντιλήψεων που σχετίζονται με την αναγνωρισιμότητα των πολιτικών προσώπων, την …
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3D sensing and mapping using mobile color and depth sensors
… the scene geometry. We further use these heatmaps to remove any supporting planes present in the scene. Thereafter, we fuse the heatmaps of each frame in 3D using camera pose to build a 3D point cloud of the scene and assign each point a ranking based on its importance in the scene. We …
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Deep Learning-Enabled Multitask System for Exercise Recognition and Counting
… from the methodology used in the literature, heatmaps which are the byproducts of 2D human pose estimation models are adopted for exercise recognition and counting. Recent heatmap processing methods are proven effective in extracting dynamic body pose information. Inspired by this, we propose …
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Optimization of Hybrid Hemodynamics from Mechanical Support Devices in Cardiogenic Shock
… This coupling paradigm allowed us to generate heatmaps of multiple hemodynamic metrics that define the shock and MCS-supported states and a framework by which to appreciate MCS with adjunctive pharmacologic and mixed mechanical modalities. Indeed, optimum support was defined by the balance of …
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Neuroengineering of Clustering Algorithms
… a single-linkage procedure, thereby generating heatmaps that portray more homogeneous within-cluster similarities and crisper between-cluster boundaries. The seventh paper presents incremental cluster validity indices (iCVIs) realized by (a) incorporating existing formulations of online …
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Application of Informatics Tools to Facilitate the Practice of Precision Medicine with Genomic Testing and Clinical Data
… large amounts of information into concise heatmaps. After a thorough search identifying potential PGx tests, their detection rates were assessed based on their gene targets and the genomic frequencies of various ethnic groups. Detection rates were defined as the proportion of a prospective …
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snoDB: An interconnected online database of human snoRNA
… data can be further visualised in interactive heatmaps thanks to snoDB’s sister tool: snoTHAW. snoDB also innovates by being much more interconnected with other resources. Data was gathered, and joined together in a relational postgreSQL database, from over a dozen resources, including the …
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Η επίδραση των στρατηγικών νευρομάρκετινγκ στην συμπεριφορά των καταναλωτών στον τουριστικό κλάδο
… με το περιβάλλον της πλατφόρμας. Η ανάλυση των heatmaps έδειξε ότι η οπτική προσοχή εστιάζει αρχικά σε ελκυστικές εικόνες και στη συνέχεια μετατοπίζεται προς τις τιμές και τα στοιχεία παρότρυνσης για δράση (Call to Action), γεγονός που αναδεικνύει τη σημασία του οπτικού storytelling και της …
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Modeling colorectal cancer initiation using human iPSC-derived intestinal organoids
… sequencing. Principle component analysis and Heatmaps were generated from bulk-RNA sequencing for enrichment analysis. RESULTS: Gel electrophoresis revealed biallelic integration of mutant EGFR and KRAS whereas CTNNB1 exhibited monoallelic integration, potentially impacting the levels of …
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Exploring Behaviors of Software Developers and Their Code Through Computational and Statistical Methods
… by using an eye-tracker. Finally, we present heatmaps that show experts concentrated more time and attention on the documentation than the code.</p> <p>In the next chapter, we conduct a large-scale analysis of the circumstances determining how long a bug will be present in a project. This …
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Modeling Cognition by Pruning and Topography-Learning in Deep Neural Networks
… can select feature that produces image-space heatmaps highlighting the visual information most relevant for explaining human comparisons among objects, supporting mechanistic interpretability. In Study 1.2, we investigate whether alignment is driven by a small set of specialized units or by …
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