The Experts below are selected from a list of 482334 Experts worldwide ranked by ideXlab platform

Qiang Yang - One of the best experts on this subject based on the ideXlab platform.

  • Smart City Development with Urban Transfer Learning
    arXiv: Artificial Intelligence, 2018
    Co-Authors: Leye Wang, Qiang Yang
    Abstract:

    Nowadays, the smart City Development levels of different cities are still unbalanced. For a large number of cities which just started Development, the governments will face a critical cold-start problem: 'how to develop a new smart City service with limited data?'. To address this problem, transfer learning can be leveraged to accelerate the smart City Development, which we term the urban transfer learning paradigm. This article investigates the common process of urban transfer learning, aiming to provide City planners and relevant practitioners with guidelines on how to apply this novel learning paradigm. Our guidelines include common transfer strategies to take, general steps to follow, and case studies in public safety, transportation management, etc. We also summarize a few research opportunities and expect this article can attract more researchers to study urban transfer learning.

  • Smart City Development With Urban Transfer Learning
    Computer, 2018
    Co-Authors: Leye Wang, Bin Guo, Qiang Yang
    Abstract:

    The governments of many cities just starting smart City Development will face a critical cold-start problem: how to develop a new smart City service with limited data. We investigate the common process of urban transfer learning, i.e., leveraging transfer learning to accelerate smart City Development, and also provide City planners and relevant practitioners with guidelines for applying this novel learning paradigm.

Leye Wang - One of the best experts on this subject based on the ideXlab platform.

  • Smart City Development with Urban Transfer Learning
    arXiv: Artificial Intelligence, 2018
    Co-Authors: Leye Wang, Qiang Yang
    Abstract:

    Nowadays, the smart City Development levels of different cities are still unbalanced. For a large number of cities which just started Development, the governments will face a critical cold-start problem: 'how to develop a new smart City service with limited data?'. To address this problem, transfer learning can be leveraged to accelerate the smart City Development, which we term the urban transfer learning paradigm. This article investigates the common process of urban transfer learning, aiming to provide City planners and relevant practitioners with guidelines on how to apply this novel learning paradigm. Our guidelines include common transfer strategies to take, general steps to follow, and case studies in public safety, transportation management, etc. We also summarize a few research opportunities and expect this article can attract more researchers to study urban transfer learning.

  • Smart City Development With Urban Transfer Learning
    Computer, 2018
    Co-Authors: Leye Wang, Bin Guo, Qiang Yang
    Abstract:

    The governments of many cities just starting smart City Development will face a critical cold-start problem: how to develop a new smart City service with limited data. We investigate the common process of urban transfer learning, i.e., leveraging transfer learning to accelerate smart City Development, and also provide City planners and relevant practitioners with guidelines for applying this novel learning paradigm.

Tetsuo Tezuka - One of the best experts on this subject based on the ideXlab platform.

Michael S. Harris - One of the best experts on this subject based on the ideXlab platform.

  • “The 400-Pound Gorilla”: The Role of the Research University in City Development
    Innovative Higher Education, 2018
    Co-Authors: Karri A. Holley, Michael S. Harris
    Abstract:

    In cities across the United States higher education institutions exist in tandem with a range of other socio-cultural and economic organizations, such as businesses, nonprofits, and government agencies. The role of colleges and universities in City Development is important, and empirical examination of universities’ role in and relationship with cities provides an avenue for higher education researchers to explore interactions that are potentially key to a thriving knowledge economy. Using data collected from a case study of a large American City and a university within that City, we sought to better understand the university’s role in and relationship with its surrounding City.

Tania Bhattacharya - One of the best experts on this subject based on the ideXlab platform.