Essays about: "Text Prediction"

Showing result 11 - 15 of 69 essays containing the words Text Prediction.

  1. 11. Predicting Forex Rates using Sentiment Analysis on Financial Articles

    University essay from Lunds universitet/Nationalekonomiska institutionen

    Author : Arvid Gramer; Simon Danielsson; [2023]
    Keywords : Forex; efficient market hypothesis; sentiment analysis; transformer; long-short term memory; Business and Economics;

    Abstract : We develop a deep learning model that uses financial news articles and historical exchange rates to predict the rate for the Euro/US Dollar currency pair one hour ahead. From the articles’ titles and bodies we extract sentiment scores using two different transformer based classifiers – one for short text and one for long text. READ MORE

  3. 12. LAUGHTER PREDICTION IN TEXT BASED DIALOGUES Predicting Laughter using Transformer-Based Models

    University essay from Göteborgs universitet / Institutionen för filosofi, lingvistik och vetenskapsteori

    Author : Hemanth Kumar Battula; [2022-06-20]
    Keywords : Transformer; BERT; Laughter; Sliding Window;

    Abstract : In this paper we will attempt to predict and assess the performance of predicting laughter using a BERT model (Devlin et al., 2019), and a BERT model finetuned on the Open subtitles dataset with and without considering dialogue-acts classes as well as sliding window of dialogues. READ MORE

  4. 13. Mortality Prediction in Intensive Care Units by Utilizing the MIMIC-IV Clinical Database

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

    Author : Raymond Wang; [2022]
    Keywords : Clinical Data Science; Mortality Prediction; MIMIC-IV; Machine Learning; NLP; ICU;

    Abstract : Machine learning has the potential of significantly improving daily operations in health care institutions but many persistent barriers are to be faced in order to ensure its wider acceptance. Among such obstacles are the accuracy and reliability. READ MORE

  5. 14. NPOCR – Needle Printer Character Recognition : Deep learning-based image ID recognition

    University essay from Högskolan i Skövde/Institutionen för informationsteknologi

    Author : René Locher; [2022]
    Keywords : ;

    Abstract : Tagging or marking goods is essential for the warehouses, quality assurance, or the automatization of industrial processes. Serial numbers are embedded into RFID tags, encoded into a QR Code, and usually processed by a camera or laser scanner. READ MORE

  6. 15. AI based prediction of road users' intents and reactions

    University essay from Linköpings universitet/Statistik och maskininlärning

    Author : Akshay Gurudath; [2022]
    Keywords : Intent prediction; Trajectory prediction; road users; pedestrians; cyclists; autonomous vehicles; LSTM networks; Attention modules; Transformer encoders; Attention based intent prediction; Constant velocity model; EM algorithm; Road user behavior dynamics; social behavior of road users;

    Abstract : Different road users follow different behaviors and intentions in the trajectories that they traverse. Predicting the intent of these road users at intersections would not only help increase the comfort of drive in autonomous vehicles, but also help detect potential accidents. READ MORE