Search Results for author: Pouria Golshanrad

Found 3 papers, 1 papers with code

DeepCover: Advancing RNN Test Coverage and Online Error Prediction using State Machine Extraction

1 code implementation10 Feb 2024 Pouria Golshanrad, Fathiyeh Faghih

The proposed methodology along with its assessment metrics contribute to increasing explainability in RNN models by providing a clear representation of their internal decision making process through the extracted SM.

Decision Making speech-recognition +1

Real-time Travel Time Estimation Using Matrix Factorization

no code implementations1 Dec 2019 Ebrahim Badrestani, Behnam Bahrak, Ali Elahi, Adib Faramarzi, Pouria Golshanrad, Amin Karimi Monsefi, Hamid Mahini, Armin Zirak

Since this approach can solve the sparsity problem that arises from the absence of cars in many road segments in a specific time interval, matrix factorization is suitable for estimating the travel time.

Travel Time Estimation

Proposing a Model for Predicting Passenger Origin-Destination in Online Taxi-Hailing Systems

no code implementations17 Oct 2019 Pouria Golshanrad, Hamid Mahini, Behnam Bahrak

Due to the significance of transportation planning, traffic management, and dispatch optimization, predicting passenger origin-destination has emerged as a crucial requirement for intelligent transportation systems management.

Clustering Management

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