Our journey so far in the area of machine learning, for instance, provides some lessons for business leaders looking to adopt the latest technology.
Artificial intelligence and machine learning, for instance, will make it easier for brokers to predict the needs of individual buyers before buyers know they need something.
She serves as an editor for International Journal of Data Analysis Techniques and Strategies; as a committee and reviewer of several venues, IEEE SMC, IEEE TKDE, Machine Learning, for instance.
To some degree, this uniformity in cell shape hampered the identification of certain cell states by our machine learning approach, for instance the direct identification of dividing cells.
Section 2 gives an overview of our method, and discusses the challenges in applying machine learning techniques without instance data information; it also presents the details of our algorithm.
In this paper, we focus on the feature weighting problem in a specific machine learning area: multiple-instance learning, and propose maximum margin multiple-instance feature weighting (M3IFW) to seek large classification margins in the weighted feature space.
In this paper, we attempt to tackle the skin biopsy image feature extraction problem under a recently proposed machine learning framework, multi-instance multilabel (MIML) learning.
For instance, machine learning algorithms, like neural networks [48] and support vector machines [19], were applied in this classification, which consists of verifying whether the typing features belong or not to a specific user.
Again, this might become a difficult and time-consuming task to carry out, which the user might be interested in automating by using, for instance, machine learning methods [42].
In e-discovery, for instance, machine learning approaches are subtracting the document review jobs that the 1.0 stage created.
