Essays about: "Doc2Vec"

Showing result 11 - 13 of 13 essays containing the word Doc2Vec.

  1. 11. Video Recommendation Based on Object Detection

    University essay from Uppsala universitet/Avdelningen för systemteknik

    Author : Selma Nyberg; [2018]
    Keywords : Spotify; Machine Learning; Artificial Intelligence; Recommender Systems; Content-Based Filtering; Collaborative Filtering; Hybrid Filtering; Deep Learning; Image Recognition; Object Detection; Natural Language Processing; Paragraph Vectors; Doc2Vec; TensorFlow; Classification; K-Nearest Neighbors; Cross-Validation;

    Abstract : In this thesis, various machine learning domains have been combined in order to build a video recommender system that is based on object detection. The work combines two extensively studied research fields, recommender systems and computer vision, that also are rapidly growing and popular techniques on commercial markets. READ MORE

  3. 12. Cluster Analysis with Meaning : Detecting Texts that Convey the Same Message

    University essay from Linköpings universitet/Interaktiva och kognitiva system

    Author : Fredrik Öhrström; [2018]
    Keywords : nlp; text mining; clustering; semantic meaning; text clustering; semantic duplicates; simplified technical english; duplicate detection; dbcv; doc2vec; etteplan;

    Abstract : Textual duplicates can be hard to detect as they differ in words but have similar semantic meaning. At Etteplan, a technical documentation company, they have many writers that accidentally re-write existing instructions explaining procedures. These "duplicates" clutter the database. This is not desired because it is duplicate work. READ MORE

  4. 13. Automated Duplicate Bug Reports Detection - An Experiment at Axis Communication AB

    University essay from

    Author : Li Kang; [2017]
    Keywords : Similar Bugs; Paragraph Vector; Information Retrieval; Recommendation Systems;

    Abstract : Context. Bug tracking systems play an important role in software maintenance. They allow users to submit bug reports. READ MORE