<> "The repository administrator has not yet configured an RDF license."^^ . <> . . . "ANALISIS PERFORMA MACHINE LEARNING BERBASIS\r\nCONVOLUTIONAL NEURAL NETWORK PADA APLIKASI \r\nECOTRACK"^^ . "Classification of motor vehicles and prediction of CO2 gas emissions are two \r\nimportant issues in efforts to mitigate the environmental impact of the \r\ntransportation sector. This study aims to develop a machine learning-based model \r\nutilizing Convolutional Neural Network (CNN), Artificial Neural Network (ANN), \r\nand transfer learning architectures to classify vehicles and predict the CO2 gas \r\nemissions they produce. The proposed CNN and transfer learning models were \r\ntrained using vehicle image data to classify vehicle types based on categories such \r\nas size, type, and model. The results of vehicle classification showed high accuracy \r\nrates of 85.14% and 68.02% in the developed transfer learning models. However, \r\nthe CNN model demonstrated lower accuracy, achieving only 43%, which was \r\nattributed to the suboptimal performance of the machine learning algorithm. \r\nFurthermore, the model was also trained with vehicle emission data to predict CO2\r\nemissions based on vehicle parameters such as engine capacity, number of \r\ncylinders, combined fuel consumption, and the estimated amount of CO2 gas \r\nemissions produced by motor vehicles.The findings indicate that the CNN and \r\ntransfer learning models are effective for vehicle classification, while the ANN \r\nmodel provides accurate estimates for CO2 emission predictions."^^ . "2024-01-16" . . . . . . . . . . . "Fakultas Teknik Universitas Sultan Ageng Tirtayasa"^^ . . . "TEKNIK ELEKTRO, Fakultas Teknik Universitas Sultan Ageng Tirtayasa"^^ . . . . . . . . . . . "Ceri"^^ . "Ahendyarti"^^ . "Ceri Ahendyarti"^^ . . "MUHAMMAD"^^ . "SOFYAN ABIYYU"^^ . "MUHAMMAD SOFYAN ABIYYU"^^ . . "Fadil"^^ . "Muhammad"^^ . "Fadil Muhammad"^^ . . "UNIVERSITAS SULTAN AGENG TIRTAYASA"^^ . . . "FAKULTAS TEKNIK"^^ . . . "JURUSAN TEKNIK ELEKTRO"^^ . . . . . . . "ANALISIS PERFORMA MACHINE LEARNING BERBASIS\r\nCONVOLUTIONAL NEURAL NETWORK PADA APLIKASI \r\nECOTRACK (Text)"^^ . . . "ANALISIS PERFORMA MACHINE LEARNING BERBASIS\r\nCONVOLUTIONAL NEURAL NETWORK PADA APLIKASI \r\nECOTRACK (Text)"^^ . . . "ANALISIS PERFORMA MACHINE LEARNING BERBASIS\r\nCONVOLUTIONAL NEURAL NETWORK PADA APLIKASI \r\nECOTRACK (Text)"^^ . . . "ANALISIS PERFORMA MACHINE LEARNING BERBASIS\r\nCONVOLUTIONAL NEURAL NETWORK PADA APLIKASI \r\nECOTRACK (Text)"^^ . . . "ANALISIS PERFORMA MACHINE LEARNING BERBASIS\r\nCONVOLUTIONAL NEURAL NETWORK PADA APLIKASI \r\nECOTRACK (Text)"^^ . . . "ANALISIS PERFORMA MACHINE LEARNING BERBASIS\r\nCONVOLUTIONAL NEURAL NETWORK PADA APLIKASI \r\nECOTRACK (Text)"^^ . . . "ANALISIS PERFORMA MACHINE LEARNING BERBASIS\r\nCONVOLUTIONAL NEURAL NETWORK PADA APLIKASI \r\nECOTRACK (Text)"^^ . . . "ANALISIS PERFORMA MACHINE LEARNING BERBASIS\r\nCONVOLUTIONAL NEURAL NETWORK PADA APLIKASI \r\nECOTRACK (Text)"^^ . . . "ANALISIS PERFORMA MACHINE LEARNING BERBASIS\r\nCONVOLUTIONAL NEURAL NETWORK PADA APLIKASI \r\nECOTRACK (Text)"^^ . . . "ANALISIS PERFORMA MACHINE LEARNING BERBASIS\r\nCONVOLUTIONAL NEURAL NETWORK PADA APLIKASI \r\nECOTRACK (Other)"^^ . . . . . . "ANALISIS PERFORMA MACHINE LEARNING BERBASIS\r\nCONVOLUTIONAL NEURAL NETWORK PADA APLIKASI \r\nECOTRACK (Other)"^^ . . . . . . "ANALISIS PERFORMA MACHINE LEARNING BERBASIS\r\nCONVOLUTIONAL NEURAL NETWORK PADA APLIKASI \r\nECOTRACK (Other)"^^ . . . . . . "ANALISIS PERFORMA MACHINE LEARNING BERBASIS\r\nCONVOLUTIONAL NEURAL NETWORK PADA APLIKASI \r\nECOTRACK (Other)"^^ . . . . . . "ANALISIS PERFORMA MACHINE LEARNING BERBASIS\r\nCONVOLUTIONAL NEURAL NETWORK PADA APLIKASI \r\nECOTRACK (Other)"^^ . . . . . . "ANALISIS PERFORMA MACHINE LEARNING BERBASIS\r\nCONVOLUTIONAL NEURAL NETWORK PADA APLIKASI \r\nECOTRACK (Other)"^^ . . . . . . "ANALISIS PERFORMA MACHINE LEARNING BERBASIS\r\nCONVOLUTIONAL NEURAL NETWORK PADA APLIKASI \r\nECOTRACK (Other)"^^ . . . . . . "ANALISIS PERFORMA MACHINE LEARNING BERBASIS\r\nCONVOLUTIONAL NEURAL NETWORK PADA APLIKASI \r\nECOTRACK (Other)"^^ . . . . . . "ANALISIS PERFORMA MACHINE LEARNING BERBASIS\r\nCONVOLUTIONAL NEURAL NETWORK PADA APLIKASI \r\nECOTRACK (Other)"^^ . . . . . "HTML Summary of #45495 \n\nANALISIS PERFORMA MACHINE LEARNING BERBASIS \nCONVOLUTIONAL NEURAL NETWORK PADA APLIKASI \nECOTRACK\n\n" . "text/html" . . . "TK Electrical engineering. Electronics Nuclear engineering"@en . . . "TL Motor vehicles. Aeronautics. Astronautics"@en . . . "TR Photography"@en . .