Essays about: "Multimodal Machine Learning"

Showing result 11 - 15 of 25 essays containing the words Multimodal Machine Learning.

  1. 11. Multimodal Machine Learning in Human Motion Analysis

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

    Author : Jia Fu; [2022]
    Keywords : Multimodal machine learning; Modal fusion; Human motion classification; Multimodal maskininlärning; Modal fusion; Mänsklig rörelseklassificering;

    Abstract : Currently, most long-term human motion classification and prediction tasks are driven by spatio-temporal data of the human trunk. In addition, data with multiple modalities can change idiosyncratically with human motion, such as electromyography (EMG) of specific muscles and respiratory rhythm. READ MORE

  3. 12. Primary stage Lung Cancer Prediction with Natural Language Processing-based Machine Learning

    University essay from KTH/Skolan för kemi, bioteknologi och hälsa (CBH)

    Author : Ahmad Sadek; [2022]
    Keywords : Lung cancer; precision medicine; machine learning; explainable AI; Natural Language Processing NLP; patient stratification; oncology; Lungcancer; precisionsmedicin; maskininlärning; NLP; förklarbar AI; patientstratifiering; onkologi;

    Abstract : Early detection reduces mortality in lung cancer, but it is also considered as a challenge for oncologists and for healthcare systems. In addition, screening modalities like CT-scans come with undesired effects, many suspected patients are wrongly diagnosed with lung cancer. READ MORE

  4. 13. Explainable Multimodal Fusion

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

    Author : Jaweriah Alvi; [2021]
    Keywords : Multimodal; Explainability; Fusion; Interpretability; Multimodal; förklarbarhet; fusion; tolkbarhet;

    Abstract : Recently, there has been a lot of interest in explainable predictions, with new explainability approaches being created for specific data modalities like images and text. However, there is a dearth of understanding and minimal exploration in terms of explainability in the multimodal machine learning domain, where diverse data modalities are fused together in the model. READ MORE

  5. 14. Product Matching through Multimodal Image and Text Combined Similarity Matching

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

    Author : E Soon Ko; [2021]
    Keywords : Multimodal Machine Learning; Product Matching; Similarity Matching; Supervised Learning; Unsupervised Learning; Siamese network;

    Abstract : Product matching in e-commerce is an area that faces more and more challenges with growth in the e-commerce marketplace as well as variation in the quality of data available online for each product. Product matching for e-commerce provides competitive possibilities for vendors and flexibility for customers by identifying identical products from different sources. READ MORE

  6. 15. Context-based Multimodal Machine Learning on Game Oriented Data for Affective State Recognition

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

    Author : Ilian Corneliussen; [2021]
    Keywords : Telepresence; Affective Recognition; Multimodal Machine Learning; Human- Robot Interaction; Telepresence; Affektiv Igenkänning; Multimodal Maskininlärning; Robot och Människa Interaktion;

    Abstract : Affective computing is an essential part of Human-Robot Interaction, where knowing the human’s emotional state is crucial to create an interactive and adaptive social robot. Previous work has mainly been focusing on using unimodal or multimodal sequential models for Affective State Recognition. READ MORE