Sentence examples for challenge we propose a method from inspiring English sources

To address this challenge, we propose a method where random variables comprising equivalence classes constrained by the available information are approximated using polynomial chaos expansions (PCEs).

To overcome this challenge, we propose a method for solving it approximately, although we are unable to prove analytically the convergence of the modified algorithm.

To overcome these challenges, we propose a method for inferring user preferences and generating recommendations without relying on the availability or quality of text reviews.

To tackle this challenge, we propose a process mining [27] method based on transfer learning [28].

To address this challenge, we propose a Frequency-domain Spanning Graph (FSG) method for searching the optimal path of stochastic transportation network in terms of various probability distribution function of path optimization problem.

To overcome this challenge, we propose an interactive Cutaway method, strongly relying on screen-space GPU techniques, specially designed for inspecting 3D reservoir models represented as corner-point grids, the industry's standard.

To overcome this challenge, we propose an alternating optimization (AO) method adopted from [16] to decompose the joint optimization problem into three sub-problems.

To overcome this challenge, we propose an alternating optimization (AO) method to decompose this problem into three convex/quasi-convex sub-problems.

While general submodular minimization is challenging, we propose a new method that exploits existing decomposability of submodular functions.

We propose a method to address these challenges of complex discovery: first, the PPI network is integrated with other heterogeneous data sources that specify relationships between proteins, such as functional association and co-occurrence in literature, to form an expanded, composite network.

In this paper, we propose a method for designing such a system and overcoming the aforementioned challenges.