Essays about: "Hierarchical search"

Showing result 1 - 5 of 26 essays containing the words Hierarchical search.

  1. 1. Exploring Advanced Clustering Techniques for Business Descriptions : A Comparative Study and Analysis of DBSCAN, K-Means, and Hierarchical Clustering

    University essay from Mittuniversitetet/Institutionen för data- och elektroteknik (2023-)

    Author : Wisam Orabi Alkhen; [2023]
    Keywords : Machine learning; Business descriptions; Search scope reduction; Relevant business terminology; Data analysis.;

    Abstract : In this study, we introduce several approaches to analyze large volumes of business descriptions by applying machine learning clustering and classification algorithms. The goal is to efficiently classify these descriptions, reducing the search scope and allowing for better business insights and decision-making processes. READ MORE

  3. 2. A hierarchical neural network approach to learning sensor planning and control

    University essay from Uppsala universitet/Datorteknik

    Author : Nicke Löfwenberg; [2023]
    Keywords : sensor planning; hierarchical reinforcement learning; reinforcement learning; sensor control; camera control; sensorplanering; hierarkisk förstärkningsinlärning; förstärkningsinlärning; sensorkontroll; kamerakontroll;

    Abstract : The ability to search their environment is one of the most fundamental skills for any living creature. Visual search in particular is abundantly common for almost all animals. READ MORE

  4. 3. Large-scale Exploratory Text Visualisation

    University essay from Linköpings universitet/Medie- och Informationsteknik; Linköpings universitet/Tekniska fakulteten

    Author : Wilma Axelsson; Nellie Engström; [2023]
    Keywords : Natural language processing; information visualisation; text visualisation; Swedish news articles; dynamic topic modeling; hierarchical topic modeling; BERTopic;

    Abstract : The amount of available text data has increased rapidly in the latest years, making it difficult for an everyday user to find relevant information. To solve this, NLP and visualisation methods have been developed for extracting valuable information from text and presenting it to the user. READ MORE

  5. 4. Autonomous UAV Path Planning using RSS signals in Search and Rescue Operations

    University essay from Linköpings universitet/Reglerteknik

    Author : Axel Anhammer; Hugo Lundeberg; [2022]
    Keywords : UAV; DQN; Deep Q Network; particle filter; point mass filter; MDP; POMDP; Markov decision process; partially observable Markov decision process;

    Abstract : Unmanned aerial vehicles (UAVs) have emerged as a promising technology in search and rescue operations (SAR). UAVs have the ability to provide more timely localization, thus decreasing the crucial duration of SAR operations. READ MORE

  6. 5. Assessing Efficiency and Cognitive Load in Form Navigation for Operators in Combat Management Systems

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

    Author : Omid Mircoram; Niklas André; [2022]
    Keywords : ;

    Abstract : In naval warfare, warships often need to perform several tasks simultaneously in an unpredictable fast-paced environment. Combat-related tasks are performed by operators in a Naval Combat Management System (NCMS). The challenging environment places high demands on the operators’ ability to work efficiently. READ MORE