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Full-Text Articles in Business
Improving Credit Card Fraud Detection Using Transfer Learning And Data Resampling Techniques, Charmaine Eunice Mena Vinarta
Improving Credit Card Fraud Detection Using Transfer Learning And Data Resampling Techniques, Charmaine Eunice Mena Vinarta
Electronic Theses, Projects, and Dissertations
This Culminating Experience Project explores the use of machine learning algorithms to detect credit card fraud. The research questions are: Q1. What cross-domain techniques developed in other domains can be effectively adapted and applied to mitigate or eliminate credit card fraud, and how do these techniques compare in terms of fraud detection accuracy and efficiency? Q2. To what extent do synthetic data generation methods effectively mitigate the challenges posed by imbalanced datasets in credit card fraud detection, and how do these methods impact classification performance? Q3. To what extent can the combination of transfer learning and innovative data resampling techniques …
Stock Market Forecasting Based On Artificial Intelligence Technology, Yuzhun Liang
Stock Market Forecasting Based On Artificial Intelligence Technology, Yuzhun Liang
Electronic Theses, Projects, and Dissertations
This culminating experience project used artificial intelligence (AI) technology to forecast and analyze the stock market and construct complex nonlinear relationships between the input data and the output data. This project used a radial basis function neural network to forecast and analyze the stock market data. Compared the radial basis function neural network performance with the feed-forward neural network and clearly showed the superiority of the radial basis function neural network over the feed-forward neural network in the data processing. The results showed that AI technology could effectively predict stock market performance. Based on the results, the conclusion is that …
China: Nuevo Líder Global En Robótica, Andrei Camilo Enriquez Rodriguez, Mateo Arcila Gómez
China: Nuevo Líder Global En Robótica, Andrei Camilo Enriquez Rodriguez, Mateo Arcila Gómez
Finanzas y Comercio Internacional
Con el crecimiento económico y empoderamiento de China profundizado en el siglo XXI, Estados Unidos, hegemón hasta ahora en el sistema internacional, ha visto debilitado su poder especialmente en el desarrollo de algunos sectores tecnológicos; de ahí la importancia de investigar esta coyuntura global, donde China se perfila como actor principal del sistema internacional. En este sentido, la presente investigación se propone profundizar en los intereses tanto de Estados Unidos como de China, en investigación y desarrollo de las nuevas tendencias en materia de tecnología y su incidencia en el desempeño del sistema internacional, cuyos efectos, por la interdependencia global …
Dynamic Logistics Enabled By Iot, Madeline K. Conner
Dynamic Logistics Enabled By Iot, Madeline K. Conner
Honors College Theses
The implementation of Internet of Things technology is becoming increasingly popular in the logistics industry due to its promise of valuable payoffs. The benefits will span across the entire logistics value chain, and benefits from IoT implementation will also impact areas such as operational efficiency, safety, security, and customer experience, while redesigning traditional business models. This report specifically focuses on creating a dynamic logistics system using the Internet of Things. The findings of this report focus on the associated cost savings between traditional logistics systems, and a daily dynamic model enabled by IoT technology. By applying IoT to logistics operations …
Innovación Y Tecnología En La Cadena Láctea: Un Acercamiento Desde El Eslabón Primario En Cundinamarca, Ángela Paola Ospina Junca
Innovación Y Tecnología En La Cadena Láctea: Un Acercamiento Desde El Eslabón Primario En Cundinamarca, Ángela Paola Ospina Junca
Economía
La investigación busca identificar los tipos de procesos tecnológicos y de espacios de innovación que se incorporan en las fases de la cadena productiva de ganadería especializada en leche como aspectos fundamentales para contribuir en el desarrollo local del sector y del departamento de Cundinamarca. Para esto, se realizó un ejercicio de acercamiento a los agentes involucrados en el sector que por un lado está conformado por los ganaderos de fincas de lechería especializada (eslabón primario) caracterizando dichos procesos al interior de la producción de la finca y la integración existente con otros actores de la cadena, incluyendo el análisis …