Learning in the “Real World”. Saitta, L. & Neri, F. 1998. QID: Q52225179abstract bibtex In this paper we define and characterize the process of developing a “real-world” Machine Learning application, with its difficulties and relevant issues, distinguishing it from the popular practice of exploiting readyto-use data sets. To this aim, we analyze and summarize the lessons learned from applying Machine Learning techniques to a variety of problems. We believe that these lessons, though primarily based on our personal experience, can be generalized to a wider range of situations and are supported by the reported experiences of other researchers.
@article{saitta_learning_1998-1,
title = {Learning in the “{Real} {World}”},
abstract = {In this paper we define and characterize the process of developing a “real-world” Machine Learning application, with its difficulties and relevant issues, distinguishing it from the popular practice of exploiting readyto-use data sets. To this aim, we analyze and summarize the lessons learned from applying Machine Learning techniques to a variety of problems. We believe that these lessons, though primarily based on our personal experience, can be generalized to a wider range of situations and are supported by the reported experiences of other researchers.},
language = {en},
author = {Saitta, Lorenza and Neri, Filippo},
year = {1998},
note = {QID: Q52225179},
keywords = {⛔ No DOI found},
pages = {31},
}
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