Essays about: "MLP"

Showing result 11 - 15 of 148 essays containing the word MLP.

  1. 11. Developing a highly accurate, locally interpretable neural network for medical image analysis

    University essay from Stockholms universitet/Institutionen för data- och systemvetenskap

    Author : Rony David Ventura Caballero; [2023]
    Keywords : XAI; Interpretability; Computer vision; Pediatric pneumonia; Chest radiograph;

    Abstract : Background Machine learning techniques, such as convolutional networks, have shown promise in medical image analysis, including the detection of pediatric pneumonia. However, the interpretability of these models is often lacking, compromising their trustworthiness and acceptance in medical applications. READ MORE

  3. 12. Machine Learning of Laser Ultrasonic Data to Predict Material Properties

    University essay from Linköpings universitet/Statistik och maskininlärning

    Author : Filip Tuvenvall; [2023]
    Keywords : Machine Learning; Laser Ultrasonics; Material Properties; Steel; Hardness of Steel;

    Abstract : The hardness of steel is an important quality parameter for several industrial applications. Conventional mechanical testing is used in quality testing for material hardness and the method is time-consuming, can cause material mix-ups, and results in material waste. READ MORE

  4. 13. Ankle Torque Estimation Using HDEMG Driven CNN-LSTM Model and Data Augmentation

    University essay from KTH/Medicinteknik och hälsosystem

    Author : Haocheng Zhang; [2023]
    Keywords : data augmentation; deep learning; ankle joint torque estimation; HD-sEMG; dataökning; djupinlärning; vridmomentuppskattning av ankelleden; HD-sEMG;

    Abstract : Robotic-powered exoskeletons are increasingly used to assist patients with movement disorders in daily life and rehabilitation. Accurately estimating joint torque, especially for dynamic movement conditions using EMG, is crucial for effective assistance. READ MORE

  5. 14. Automatic Analysis of Peer Feedback using Machine Learning and Explainable Artificial Intelligence

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

    Author : Kevin Huang; [2023]
    Keywords : Text classification; Peer feedback; Explainable Artificial Intelligence; BERT; RoBERTa; DistilBERT; Decision Tree; MLP; CSCL; STEM education; Textklassificering; Feedback till kamrater; Förklarig Artificiell Intelligens; BERT; RoBERTa; DistilBERT; Decision Tree; MLP; CSCL; STEM-utbildning;

    Abstract : Peer assessment is a process where learners evaluate and provide feedback on one another’s performance, which is critical to the student learning process. Earlier research has shown that it can improve student learning outcomes in various settings, including the setting of engineering education, in which collaborative teaching and learning activities are common. READ MORE

  6. 15. The Paradox of Food Waste and Food Insecurity : Exploring Donation and Redistribution of Surplus Food through a Multi-Level Perspective

    University essay from KTH/Hållbar utveckling, miljövetenskap och teknik

    Author : Julia Berglund; [2023]
    Keywords : Surplus food; food waste; food insecurity; donation; redistribution; systems thinking; multi-level perspective; Överskottsmat; matsvinn; matfattigdom; donation; omfördelning; systemtänk;

    Abstract : Around one million tonne of food is annually wasted in Sweden, of which 100,000 tonne of surplus foodis wasted in the retail sector. Even if redistribution of surplus food is the second most preferable optionto reduce food waste according to the food waste hierarchy, only 5% of surplus food in retail is donated. READ MORE