Search Results for author: Sina Ehsani

Found 2 papers, 1 papers with code

Predicting the Skies: A Novel Model for Flight-Level Passenger Traffic Forecasting

no code implementations7 Jan 2024 Sina Ehsani, Elina Sergeeva, Wendy Murdy, Benjamin Fox

This study introduces a novel, multimodal deep learning approach to the challenge of predicting flight-level passenger traffic, yielding substantial accuracy improvements compared to traditional models.

Data Augmentation Multimodal Deep Learning +1

Truveta Mapper: A Zero-shot Ontology Alignment Framework

1 code implementation24 Jan 2023 Mariyam Amir, Murchana Baruah, Mahsa Eslamialishah, Sina Ehsani, Alireza Bahramali, Sadra Naddaf-sh, Saman Zarandioon

In this paper, a new perspective is suggested for unsupervised Ontology Matching (OM) or Ontology Alignment (OA) by treating it as a translation task.

Ontology Matching Transfer Learning +1

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