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  1. Article

    Open Access

    A Meta-learner approach to multistep-ahead time series prediction

    The utilization of machine learning has become ubiquitous in addressing contemporary challenges in data science. Moreover, there has been significant interest in democratizing the decision-making process for s...

    Fouad Bahrpeyma, Vuong M. Ngo, Mark Roantree in International Journal of Data Science and … (2024)

  2. Article

    Open Access

    Automatic detection of weeds: synergy between EfficientNet and transfer learning to enhance the prediction accuracy

    The application of digital technologies to facilitate farming activities has been on the rise in recent years. Among different tasks, the classification of weeds is a prerequisite for smart farming, and variou...

    Linh T. Duong, Toan B. Tran, Nhi H. Le, Vuong M. Ngo, Phuong T. Nguyen in Soft Computing (2024)

  3. Article

    Open Access

    A big data smart agricultural system: recommending optimum fertilisers for crops

    Nutrients are important to promote plant growth and nutrient deficiency is the primary factor limiting crop production. However, excess fertilisers can also have a negative impact on crop quality and yield, ca...

    Vuong M. Ngo, Thuy-Van T. Duong in International Journal of Information Techn… (2023)

  4. Article

    Open Access

    Structural textile pattern recognition and processing based on hypergraphs

    The humanities, like many other areas of society, are currently undergoing major changes in the wake of digital transformation. However, in order to make collection of digitised material in this area easily ac...

    Vuong M. Ngo, Sven Helmer, Nhien-An Le-Khac in Information Retrieval Journal (2021)

  5. No Access

    Article

    Semantic Search by Latent Ontological Features

    Both named entities and keywords are important in defining the content of a text in which they occur. In particular, people often use named entities in information search. However, named entities have ontologi...

    Tru H. Cao, Vuong M. Ngo in New Generation Computing (2012)