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researcher

S. Atakishiyev

10 papers hereh-index 7372 citations12 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author8
  • middle author1
  • last author1

Across the 10 of 10 papers where every author was matched, so the position is known.

fields
  • cs.AI3
  • cs.CL2
  • cs.CV2
  • cs.RO2
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedExplainable Artificial Intelligence for Autonomous Driving: A Comprehensive Overview and Field Guide for Future Research Directions

74 citations · 89 across the 9 of their papers we have counts for

collaborators
Showing 2024 · cs.ROShow all

2 papers · 2 filters

cs.RO2024

Incorporating Explanations into Human-Machine Interfaces for Trust and Situation Awareness in Autonomous Vehicles

Shahin Atakishiyev, Mohammad Salameh, Randy Goebel

Autonomous vehicles often make complex decisions via machine learning-based predictive models applied to collected sensor data. While this combination of methods provides a foundat…

cs.RO2024★ 2 cited

Safety Implications of Explainable Artificial Intelligence in End-to-End Autonomous Driving

Shahin Atakishiyev, Mohammad Salameh, Randy Goebel

The end-to-end learning pipeline is gradually creating a paradigm shift in the ongoing development of highly autonomous vehicles (AVs), largely due to advances in deep learning, th…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.