Regular multitask learning only considers homogeneous tasks such as regression or classification individually.
Further research showed that gender effects in visuo-spatial tasks are not homogeneous: the characteristics of the task may induce the magnitude sometimes the existence of differences between men and women.
The challenging task of homogeneous catalysis is the efficient combination of reaction and catalyst recycling.
Defining the distance from the weather station to WIM site, in which the meteorological conditions could be assumed homogeneous, is an important task to reliably predict changes in traffic volume due to weather conditions.
Zhao et al. [13] proposed a framework called Online Transfer Learning (OTL) to address online transfer learning tasks under homogeneous and heterogeneous scenarios.
The diverse effects of sex steroids across tasks underscore the importance of identifying the specific cognitive mechanisms influenced by sex steroids and emphasizes that one should not expect sex steroids to produce homogeneous effects across cognitive tasks.
Wang et al. [29] presents a novel item concept embedding approach to learn the embeddings of both items and words by leverage the concept of neighborhood proximity in both homogeneous and heterogeneous retrieval tasks.
Post Hoc Stepwise Stepdown Multiple Comparisons were used to identify subsets of tasks with homogeneous characteristics, as described by Campbell and Skillings.
If they are ontologically homogeneous, then it is the task of specialized empirical research and not of philosophy to determine their causal relations.
Clustering is a descriptive task to identify homogeneous groups of data objects based on the dimensions (i.e., the values of the attributes).
