Inicio > Sociedad y ciencias sociales > Sociedad y cultura: general > Apprentissage automatique appliqué
Apprentissage automatique appliqué

Apprentissage automatique appliqué

Vijayaragavan P

111,56 €
IVA incluido
Disponible
Editorial:
KS OmniScriptum Publishing
Año de edición:
2025
Materia
Sociedad y cultura: general
ISBN:
9786208796747
111,56 €
IVA incluido
Disponible

Selecciona una librería:

  • Librería Samer Atenea
  • Librería Aciertas (Toledo)
  • Kálamo Books
  • Librería Perelló (Valencia)
  • Librería Elías (Asturias)
  • Donde los libros
  • Librería Kolima (Madrid)
  • Librería Proteo (Málaga)
Sobre IBD

Cette étude présente un modèle hybride qui exploite les forces du regroupement K-means et des machines à vecteurs de support (SVM) pour classer les critiques de produits en ligne. K-means est utilisé pour regrouper les avis en grappes, ce qui réduit la complexité des données et améliore l’extraction des caractéristiques. Ensuite, les SVM sont utilisés pour classer les données regroupées en sentiments positifs, négatifs ou neutres. L’approche combinée améliore la précision de la classification, réduit les coûts de calcul et traite efficacement les grands ensembles de données. Les résultats expérimentaux démontrent que le modèle proposé est plus performant que les classificateurs traditionnels autonomes en termes de précision, de rappel et de précision globale.

Artículos relacionados

  • The Gandhian Iceberg
    Chris D Moore-Backman
    The Gandhian Iceberg presents a bold, new interpretation of Gandhian nonviolence from the rare perspective of an author who is equal parts writer, scholar, and frontlines practitioner. The book faces the current crisis of climate change and the intensification of social unrest around the world, and calls for a new convergence of serious, spiritually-rooted US nonviolence activi...
    Disponible

    11,52 €

  • Contemporary Developments in Child Protection
    Nigel Parton
    Volume 1 "Policy Changes and Challenges" takes as its central theme the ongoing and challenging issues which child protection agencies have to address and the policy and practice initiatives that are developed to try and address these. The volume includes papers on: the relationship between the decline in the rate of ‘unnatural’ deaths and the growth of concern about child abus...
  • Diversity in Information Technology Education
    Goran Trajkovski
    ...
  • Model-Driven Software Development
    Model-driven software development (MDSD) drastically alters the software development process, characterized by a high degree of innovation and productivity. However, quality assurance application in the domain of software models and model-driven software development is still in an emergent phase. Model-Driven Software Development: Integrating Quality Assurance provides in-depth...
  • Evidence-Based Practice in Nursing Informatics
    Andrew Chasin
    Because of the constant advances and dynamics within the nascent field of nursing informatics, many nurses struggle in practice as they continue to try and apply habitual communication practices in the new environment without any critical reflection on, and adaptation of, those practices. Evidence-Based Practice in Nursing Informatics: Concepts and Applications serves as a valu...
  • Actor-Network Theory and Technology Innovation
    Arthur Tatnall
    About 25 years ago, the first developments of ANT (Actor-Network Theory) took place, but it wasn’t until much later that researchers began to take it seriously. In the late 1990s, ANT began to take hold in the scientific community as a new and exciting approach to socio-technical research and social theory. Actor-Network Theory and Technology Innovation: Advancements and New Co...

Otros libros del autor

  • Stosowane uczenie maszynowe
    Vijayaragavan P
    Niniejsze badanie przedstawia model hybrydowy, który wykorzystuje mocne strony klasteryzacji K-średnich i maszyn wektorów nośnych (SVM) do klasyfikacji recenzji produktów online. K-średnich służy do grupowania recenzji w klastry, zmniejszając złożoność danych i poprawiając ekstrakcję cech. Następnie SVM jest wykorzystywana do klasyfikowania danych w klastrach na pozytywne, nega...
    Disponible

    111,59 €

  • Apprendimento automatico applicato
    Vijayaragavan P
    Questo studio presenta un modello ibrido che sfrutta i punti di forza del clustering K-means e delle macchine vettoriali di supporto (SVM) per classificare le recensioni di prodotti online. K-means viene utilizzato per raggruppare le recensioni in cluster, riducendo la complessità dei dati e migliorando l’estrazione delle caratteristiche. Successivamente, si ricorre a SVM per c...
    Disponible

    111,59 €

  • Aprendizagem automática aplicada
    Vijayaragavan P
    Este estudo apresenta um modelo híbrido que aproveita os pontos fortes do agrupamento K-means e das Máquinas de Vectores de Suporte (SVM) para classificar as avaliações de produtos online. O K-means é utilizado para agrupar as críticas em clusters, reduzindo a complexidade dos dados e melhorando a extração de caraterísticas. Subsequentemente, a SVM é utilizada para classificar ...
    Disponible

    111,58 €

  • Angewandtes maschinelles Lernen
    Vijayaragavan P
    In dieser Studie wird ein hybrides Modell vorgestellt, das die Stärken von K-means Clustering und Support Vector Machines (SVM) zur Klassifizierung von Online-Produktbewertungen nutzt. K-means wird verwendet, um Bewertungen in Clustern zu gruppieren, wodurch die Datenkomplexität reduziert und die Merkmalsextraktion verbessert wird. Anschließend wird SVM eingesetzt, um die geclu...
    Disponible

    111,56 €

  • Applied Machine Learning
    Vijayaragavan P
    This study presents a hybrid model that leverages the strengths of K-means clustering and Support Vector Machines (SVM) for classifying online product reviews. K-means is used to group reviews into clusters, reducing data complexity and improving feature extraction. Subsequently, SVM is employed to classify the clustered data into positive, negative, or neutral sentiments. The ...
    Disponible

    99,63 €