Essays about: "Supervised method"

Showing result 1 - 5 of 199 essays containing the words Supervised method.

  1. 1. Validation of a Next Generation Sequencing based method for chimerism analysis in clinical practice

    University essay from Uppsala universitet/Institutionen för medicinsk cellbiologi

    Author : Maria Högberg; [2022]
    Keywords : Devyser chimerism; fragment analysis; hematopoietic stem cell transplantation; short tandem repeats; indels;

    Abstract : Hematopoietic stem cell transplantation (HSCT) is used to treat patient with hematological diseases such as leukemia and genetic conditions such as sickle cell anemia. After HSCT the patients are supervised for signs of relapse of disease or rejection of transplanted cells. This is done by using chimerism analysis. READ MORE

  3. 2. Weakly-Supervised Diagnosis with Attention Models

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Zaoshi Ying; [2022]
    Keywords : ;

    Abstract : With the rapid development of data-driven solutions, a high-quality dataset with fine labels can well tackle fault diagnosis problems. However, in industry assets, the quality of the dataset depends much on the experience and capability of the annotation engineer. Therefore, strong labels are usually hard and expensive to acquire. READ MORE

  4. 3. Image classification of pediatric pneumonia : A comparative study of supervised statistical learning techniques

    University essay from Uppsala universitet/Statistiska institutionen

    Author : Jacob Rönnefall; Jakob Wendel; [2022]
    Keywords : Machine learning; Algorithm; Logistic regression; K-nearest-neighbor; Support vector machine; Neural network; Sensitivity; Specificity; ROC; Accuracy;

    Abstract : A child dies of pneumonia every 39 seconds, and the process of preventing deaths caused by pneumonia has been considerably slower compared to other infectious diseases. Meanwhile, the traditional method of manually diagnosing patients has reached its ceiling on performance. READ MORE

  5. 4. Machine Activity Recognition with Augmented Self-training

    University essay from Högskolan i Halmstad/Akademin för informationsteknologi

    Author : Ruiyun Wang; [2022]
    Keywords : Self-training; Activity Recognition; CAN bus data;

    Abstract : One of the most important business elements in primary and secondary industries is monitoring their equipment. Understanding the usage of heavy logistics machinery can help in realizing the potential of these machinery and improving them. READ MORE

  6. 5. Improving robustness of beyond visual range strategies with adapted training distributions

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Dennis Malmgren; [2022]
    Keywords : Reinforcement Learning; Game Theory; Air Combat; Neural Networks; Förstärkningsinlärning; Spelteori; Luftstrid; Neuronnät;

    Abstract : A key obstacle for training an autonomous agent in real air-to-air combat is the lack of available training data, which makes it difficult to apply supervised learning techniques. Self-play is a method that can be used where an agent trains against itself or against versions of itself without imitation data or human instruction. READ MORE