Essays about: "Item Classification"

Showing result 1 - 5 of 17 essays containing the words Item Classification.

  1. 1. Generating an Interpretable Ranking Model: Exploring the Power of Local Model-Agnostic Interpretability for Ranking Analysis

    University essay from Stockholms universitet/Institutionen för data- och systemvetenskap

    Author : Laura Galera Alfaro; [2023]
    Keywords : Explainable Artificial Intelligence; Learning To Rank; Local ModelAgnostic Interpretability; Ranking Generalized Additive Models;

    Abstract : Machine learning has revolutionized recommendation systems by employing ranking models for personalized item suggestions. However, the complexity of learning-to-rank (LTR) models poses challenges in understanding the underlying reasons contributing to the ranking outcomes. READ MORE

  3. 2. After-Market Spare Parts Forecasting at Sandvik Stationary Crushing & Screening

    University essay from Lunds universitet/Produktionsekonomi

    Author : Artur Jusopov; Arian Marofkhani; [2022]
    Keywords : Forecasting; Intermittent Demand; Spare Parts; After-Market; Crostons; Exponential Smoothing; Hierarchical Forecasting; Technology and Engineering;

    Abstract : Title: After-Market Spare Parts Forecasting at Sandvik Stationary Crushing & Screening. Authors: Arian Marofkhani and Artur Jusopov Supervisors: Professor Gudrun Kiesmüller, Lund University, Faculty of Engineering, Division of Production Management. Macarena Ribalta, Planning & Logistics Manager, Sandvik Stationary Crushing & Screening. READ MORE

  4. 3. Improving Capital Employed of Indirect Material in Stock within the Process Industry : A Case Study on the Relationship Between Working Capital Optimization and Inventory Management

    University essay from KTH/Industriell ekonomi och organisation (Inst.)

    Author : Emma Bevin; [2022]
    Keywords : Working Capital; Indirect Material; Performance Management; Inventory Management; Supply Chain Uncertainty; Rörelsekapital; Indirekt material; Prestationsledning; Lagerhantering; Osäkerhet i försörjningskedjan;

    Abstract : It is essential for companies within the process industry to obtain sufficient inventory of indirect material to gain supply chain resilience. Yet, a capital-intensive company that lack efficient inventory management can generate high levels of tied-up capital. READ MORE

  5. 4. Sentence Embeddings and Automatic Classification of Menu Items

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Aljaz Kovac; [2022]
    Keywords : ;

    Abstract : Caspeco AB is a company in Uppsala that specializes in providing IT solutions to the hospitality industry. Their customers (restaurants, pubs, etc.) classify their menu items freely, which leads to a classification that is often inconsistent and unreliable. READ MORE

  6. 5. Improving Recommendation Systems Using Image Data

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Filip Åslin; [2022]
    Keywords : Recommendation Systems; Image Analysis; Machine Learning; Data Science;

    Abstract : Recommendation systems typically use historical interactions between users and items topredict what other items can be of interest to a user. The recommendations are based onpatterns in how users interact similarly with items. READ MORE