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Irad Ben-Gal
Researcher at Tel Aviv University
Publications - 125
Citations - 1970
Irad Ben-Gal is an academic researcher from Tel Aviv University. The author has contributed to research in topics: Computer science & Statistical process control. The author has an hindex of 20, co-authored 117 publications receiving 1673 citations. Previous affiliations of Irad Ben-Gal include Boston University & Stanford University.
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Identification of transcription factor binding sites with variable-order Bayesian networks
TL;DR: The VOBN model can distinguish these 238 sites from a set of 472 intergenic 'non-promoter' sequences with a higher accuracy than fixed-order Markov models or Bayesian trees.
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Evaluation of gene-expression clustering via mutual information distance measure
TL;DR: It was found that the use of the MI measure yields a more significant differentiation among erroneous clustering solutions, despite the found correspondence between these measures when analysing the averaged scores of groups of solutions.
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Analyzing large-scale human mobility data: a survey of machine learning methods and applications
TL;DR: This paper surveys and assess different approaches and models that analyze and learn human mobility patterns using mainly machine learning methods, and categorizes them in a taxonomy based on their positioning characteristics, the scale of analysis, the properties of the modeling approach, and the class of applications they can serve.
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Employees recruitment: A prescriptive analytics approach via machine learning and mathematical programming.
TL;DR: The results show that in comparison to actual recruitment decisions, the devised framework is capable of providing a balanced recruitment plan while improving both diversity and recruitment success rates, despite the inherent trade-off between the two.