176 citations · 184 across the 6 of their papers we have counts for
6 papers
Winter wheat yield prediction using convolutional neural networks from environmental and phenological data
Amit Kumar Srivastava, Nima Safaei, Saeed Khaki +5
Crop yield forecasting depends on many interactive factors, including crop genotype, weather, soil, and management practices. This study analyzes the performance of machine learnin…
WheatNet: A Lightweight Convolutional Neural Network for High-throughput Image-based Wheat Head Detection and Counting
Saeed Khaki, Nima Safaei, Hieu Pham +1
For a globally recognized planting breeding organization, manually-recorded field observation data is crucial for plant breeding decision making. However, certain phenotypic traits…
Regularization and False Alarms Quantification: Two Sides of the Explainability Coin
Nima Safaei, Pooria Assadi
Regularization is a well-established technique in machine learning (ML) to achieve an optimal bias-variance trade-off which in turn reduces model complexity and enhances explainabi…
Gasoline Pricing Policies for Transportation Safety
Nima Safaei, Chao Zhou
Economic factors can have substantial effects on transportation crash trends. This study makes a comprehensive examination of the relationship between the retail gasoline price (in…
Correspondent Banking Networks: Theory and Experiment
Nima Safaei, Ivan A. Sergienko
We employ the mathematical programming approach in conjunction with the graph theory to study the structure of correspondent banking networks. Optimizing the network requires decis…
A Swift Heuristic Method for Work Order Scheduling under the Skilled-Workforce Constraint
Nima Safaei, Corey Kiassat
The considered problem is how to optimally allocate a set of jobs to technicians of different skills such that the number of technicians of each skill does not exceed the number of…