Essays about: "Multimodal Machine Learning"

Showing result 21 - 25 of 25 essays containing the words Multimodal Machine Learning.

  1. 21. Knowledge Base Augmentation from Spreadsheet Data : Combining layout inference with multimodal candidate classification

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

    Author : Jakob Wendelin Heyder; [2020]
    Keywords : Data extraction; Data transformation; Knowledge base augmentation; Machine learning; Table understanding; Spreadsheets; Datainsamling; Datatransformation; Kunskapsbasförstärkning; Maskininlärning; Tabellförståelse; Kalkylblad;

    Abstract : Spreadsheets compose a valuable and notably large dataset of documents within many enterprise organizations and on the Web. Although spreadsheets are intuitive to use and equipped with powerful functionalities, extraction and transformation of the data remain a cumbersome and mostly manual task. READ MORE

  3. 22. Multimodal Model for Construction Site Aversion Classification

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Michael Appelstål; [2020]
    Keywords : Machine Learning; Artificial Intelligence; Convolutional Neural Networks; Natural Language Processing; BERT; Multi modal; AI; ML; CNN; late-fusion; classification;

    Abstract : Aversion on construction sites can be everything from missingmaterial, fire hazards, or insufficient cleaning. These aversionsappear very often on construction sites and the construction companyneeds to report and take care of them in order for the site to runcorrectly. READ MORE

  4. 23. Visualization and Classification of Neurological Status with Tensor Decomposition and Machine Learning

    University essay from Linköpings universitet/Institutionen för datavetenskap

    Author : Thi Pham; [2019]
    Keywords : Stress assessment; physiological signals; biosensors; tensor decomposition; feature visualization; machine learning;

    Abstract : Recognition of physical and mental responses to stress is important for stress assessment and management as its negative effects in health can be prevented or reduced. Wearable technology, mainly using electroencephalogram (EEG), provides information such as tracking fitness activity, disease detection, and monitoring neurologicalstates of individuals. READ MORE

  5. 24. Gating Networks in Learning Machines for Multimodal Data : Decision Fusion on Single Modality Classifiers

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

    Author : Óttar Guðmundsson; [2019]
    Keywords : Multimodality; Gating Networks; Decision Fusion; Learning Machines; Internet-Based Cognitive Therapy; ; Multimodal; Gating-nätverk; Decision Fusion; lärande maskiner; Internet-baserad kognitiv terapi;

    Abstract : Different architectures of gating networks that aggregate information from multiple modalities and their suitability for decision fusion is investigated. The research question, how does a gating network for decision fusion in multimodal classification problem compare to other alternatives, is answered by a quantitative and inductive reasoning approach. READ MORE

  6. 25. Multimodal Classification of Second-Hand E-Commerce Ads

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

    Author : Ludvig Åberg; [2018]
    Keywords : Machine Learning; Classification; Multimodal Classification; Multimodal Learning; Representation Learning; Late Fusion; Early Fusion; Visual Attention; Marketplace; Second Hand; E-commerce; Blocket.se;

    Abstract : In second-hand e-commerce, categorization of new products is typically done by the seller. Automating this process makes it easier to upload ads and could lower the number of incorrectly categorized ads. READ MORE