Essays about: "BEICHEN CHEN"

Found 4 essays containing the words BEICHEN CHEN.

  1. 1. Stylometric Embeddings for Book Similarities

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

    Author : Beichen Chen; [2021]
    Keywords : Stylometry; Authorship attribution; Embeddings; Neural networks; Natural language processing; Book recommendations; Stilometri; Författarbestämning; Vektorrum; Neurala nätverk; Språkteknologi; Bokrekommendationer;

    Abstract : Stylometry is the field of research aimed at defining features for quantifying writing style, and the most studied question in stylometry has been authorship attribution, where given a set of texts with known authorship, we are asked to determine the author of a new unseen document. In this study a number of lexical and syntactic stylometric feature sets were extracted for two datasets, a smaller one containing 27 books from 25 authors, and a larger one containing 11,063 books from 316 authors. READ MORE

  3. 2. PCA based dimensionality reduction of MRI images for training support vector machine to aid diagnosis of bipolar disorder

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

    Author : Beichen Chen; Amy Jinxin Chen; [2019]
    Keywords : Bipolar disorder; diagnosis; computer-aided medical diagnosis; SVM; Support vector machine; PCA; Principal component analysis; dimensionality reduction; feature reduction; neuroimaging; MRI; sMRI; machine learning; classification; psychiatric disorders; mental illness; Bipolär sjukdom; diagnotisering; datorstödd medicinsk diagnotisering; SVM; stödvektormaskin; PCA; principalkomponentanalys; MRI; magnetisk resonanstomografi; MRT; dimensionalitetsreduktion; maskininlärning; dimensionsreduktion; klassificering; psykiska sjukdomar;

    Abstract : This study aims to investigate how dimensionality reduction of neuroimaging data prior to training support vector machines (SVMs) affects the classification accuracy of bipolar disorder. This study uses principal component analysis (PCA) for dimensionality reduction. READ MORE

  4. 3. Talent Management in Sports - A qualitative analysis of Swedish sport federations

    University essay from Handelshögskolan i Stockholm/Institutionen för företagande och ledning

    Author : Hang Nguyen; Beichen Chen; [2017]
    Keywords : talent management in sports; institutional logics in sports; talent definitions; talent identification; talent development;

    Abstract : The purpose of this thesis is to explore how Swedish sport federations define talent, how they conduct their talent management practices and which factors that affect talent definitions and talent management in different sports. To investigate this a theoretical framework is designed which merges the literature from the fields of talent definitions in business, talent management in sports and institutional logics in sports. READ MORE

  5. 4. Sales and Operations planning : Complexities in the S&OP/CLSC interface

    University essay from KTH/Industriell Management

    Author : Joel Larsson; BEICHEN CHEN; [2015]
    Keywords : Sales and Operations planning; Closed loop supply chain; remanufacturing; Sälj och verksamhetsplanering; sluten försörjningskedja; omarbetning;

    Abstract : Environmental concerns are increasing in today's marketplace as well as the pressure for companies tobe as efficient as possible in order to retain and gain market share. This has led to a need forstandardized processes. READ MORE