Essays about: "Online supervised learning"

Showing result 11 - 15 of 40 essays containing the words Online supervised learning.

1. 11. Product Matching through Multimodal Image and Text Combined Similarity Matching

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

   Author : E Soon Ko; [2021]
   Keywords : Multimodal Machine Learning; Product Matching; Similarity Matching; Supervised Learning; Unsupervised Learning; Siamese network;

   Abstract : Product matching in e-commerce is an area that faces more and more challenges with growth in the e-commerce marketplace as well as variation in the quality of data available online for each product. Product matching for e-commerce provides competitive possibilities for vendors and flexibility for customers by identifying identical products from different sources. READ MORE

3. 12. Customer loyalty, return and churn prediction through machine learning methods : for a Swedish fashion and e-commerce company

   University essay from Umeå universitet/Institutionen för matematik och matematisk statistik

   Author : Anida Granov; [2021]
   Keywords : E-commerce; Machine Learning; Clustering; K-prototypes; Logistic Regression;

   Abstract : The analysis of gaining, retaining and maintaining customer trust is a highly topical issue in the e-commerce industry to mitigate the challenges of increased competition and volatile customer relationships as an effect of the increasing use of the internet to purchase goods. This study is conducted at the Swedish online fashion retailer NA-KD with the aim of gaining better insight into customer behavior that determines purchases, returns and churn. READ MORE

4. 13. Data-driven Management Framework using National and Corporate Culture Analytics to foster Innovation Ambidexterity : A case study on a world leading telecom company

   University essay from Blekinge Tekniska Högskola/Institutionen för industriell ekonomi

   Author : Chiara Isola; Divya Peddireddy; [2021]
   Keywords : Ambidexterity; Exploration; Exploitation; Innovation; National culture; Corporate culture; Telecommunication Sector; Human Capital; Data-driven Management; Business Strategy; Machine Learning;

   Abstract : Background: In a highly competitive world, leaders of firms highly dependent on innovation, such astelecom companies, must acquire data-driven managerial skills to systematically analyze datasets from multiple points of view to aid decision-making in the new context of Industry 4.0. READ MORE

5. 14. Development of Neural Networks Using Deterministic Transforms

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

   Author : Pol Grau Jurado; [2021]
   Keywords : Multilayer neural network; deterministic transforms; weight matrices; computational cost; machine learning.; Neurala nätverk i flera lager; deterministiska transformationer; viktmatriser; beräkningskostnad; maskininlärning.;

   Abstract : Deep neural networks have been a leading research topic within the machine learning field for the past few years. The introduction of graphical processing units (GPUs) and hardware advances made possible the training of deep neural networks. Previously the training procedure was impossible due to the huge amount of training samples required. READ MORE

6. 15. Personalizing the post-purchase experience in online sales using machine learning.

   University essay from KTH/Optimeringslära och systemteori

   Author : Nganga Kamau; Dylan Dehoky; [2021]
   Keywords : Personalization; Upselling; Optimization; Machine learning; Binary classification; Gra-dient boosting; Deep learning; Supervised learning; Imbalanced data; Personifiering; Merf¨ors¨aljning; Optimering; Maskininl¨arning; Bin¨ar klassificering; Gra-dient boosting; Djupinl¨arning; ¨Overvakat l¨arande; Obalanserad data.;

   Abstract : Advances in machine learning, together with an abundance of available data has lead to an explosion in personalized offerings and being able to predict what consumers want, and need without them having to ask for it. During the last decade, it has become a multi billion dollar industry, and a capability upon many of the leading tech companies rely on in their business model. READ MORE