1 citations · 2 across the 7 of their papers we have counts for
10 papers
Contra-Analysis: Prioritizing Meaningful Effect Size in Scientific Research
Bruce A. Corliss, Yaotian Wang, Heman Shakeri +1
At every phase of scientific research, scientists must decide how to allocate limited resources to pursue the research inquiries with the greatest potential. This prioritization di…
The Least Difference in Means: A Statistic for Effect Size Strength and Practical Significance
Bruce A. Corliss, Yaotian Wang, Heman Shakeri +1
With limited resources, scientific inquiries must be prioritized for further study, funding, and translation based on their practical significance: whether the effect size is large…
GeoTyper: Automated Pipeline from Raw scRNA-Seq Data to Cell Type Identification
Cecily Wolfe, Yayi Feng, David Chen +4
The cellular composition of the tumor microenvironment can directly impact cancer progression and the efficacy of therapeutics. Understanding immune cell activity, the body's natur…
Using Machine Learning to Evaluate Real Estate Prices Using Location Big Data
Walter Coleman, Ben Johann, Nicholas Pasternak +3
With everyone trying to enter the real estate market nowadays, knowing the proper valuations for residential and commercial properties has become crucial. Past researchers have bee…
A purely data-driven framework for prediction, optimization, and control of networked processes: application to networked SIS epidemic model
Ali Tavasoli, Teague Henry, Heman Shakeri
Networks are landmarks of many complex phenomena where interweaving interactions between different agents transform simple local rule-sets into nonlinear emergent behaviors. While…
Maximizing the algebraic connectivity in multilayer networks with arbitrary interconnections
Ali Tavasoli, Ehsan Ardjmand, Heman Shakeri
The second smallest eigenvalue of the Laplacian matrix is determinative in characterizing many network properties and is known as algebraic connectivity. In this paper, we investig…