Search Results - "Mouzakitis, Alex"
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A Survey on 3D Object Detection Methods for Autonomous Driving Applications
Published in IEEE transactions on intelligent transportation systems (01-10-2019)“…An autonomous vehicle (AV) requires an accurate perception of its surrounding environment to operate reliably. The perception system of an AV, which normally…”
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Intrusion Detection Systems for Intra-Vehicle Networks: A Review
Published in IEEE access (2019)“…A modern vehicle is a complex system of sensors, electronic control units, and actuators connected through different types of intra-vehicle networks to control…”
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Emergence of norms in interactions with complex rewards
Published in Autonomous agents and multi-agent systems (01-06-2023)“…Autonomous agents are becoming increasingly ubiquitous and are playing an increasing role in wide range of safety-critical systems, such as driverless cars,…”
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Negotiating the Traffic: Can Cognitive Science Help Make Autonomous Vehicles a Reality?
Published in Trends in cognitive sciences (01-02-2018)“…To drive safely among human drivers, cyclists and pedestrians, autonomous vehicles will need to mimic, or ideally improve upon, humanlike driving. Yet, driving…”
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Feature Selection for Supervised Learning and Compression
Published in Applied artificial intelligence (31-12-2022)“…Supervised feature selection aims to find the signals that best predict a target variable. Typical approaches use measures of correlation or similarity, as…”
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User expectations of partial driving automation capabilities and their effect on information design preferences in the vehicle
Published in Applied ergonomics (01-01-2020)“…Partially automated vehicles present interface design challenges in ensuring the driver remains alert should the vehicle need to hand back control at short…”
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Influence of traffic context and information presentation on evaluation of autonomous highway journeys
Published in Accident analysis and prevention (01-10-2021)“…•Rule-based autonomous vehicles (AVs) could face ‘bullying’ from human drivers.•Journey satisfaction has received less attention than trust regarding AVs.•We…”
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Evaluating secondary input devices to support an automotive touchscreen HMI: A cross-cultural simulator study conducted in the UK and China
Published in Applied ergonomics (01-07-2019)“…Touchscreen Human-Machine Interfaces (HMIs) are a well-established and popular choice to provide the primary control interface between driver and vehicle, yet…”
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Breaking the cycle of frustration: Applying Neisser's Perceptual Cycle Model to drivers of semi-autonomous vehicles
Published in Applied ergonomics (01-05-2020)“…Semi-autonomous cars are already on the road and highly autonomous cars will soon be with us. Little is understood about how drivers will adapt to the changing…”
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Investigation of the dependency of the drivers’ emotional experience on different road types and driving conditions
Published in Transportation research. Part F, Traffic psychology and behaviour (01-08-2019)“…•Introduction of a methodology for the investigation of emotions during driving.•Emotional experiences during driving depend on driving condition and type of…”
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How should autonomous vehicles overtake other drivers?
Published in Transportation research. Part F, Traffic psychology and behaviour (01-10-2019)“…•Few studies have explored perceptions of specific autonomous vehicle behaviour.•Six simulator experiments investigated perceptions of autonomous…”
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Enabling multitasking by designing for situation awareness within the vehicle environment
Published in Theoretical issues in ergonomics science (04-03-2019)“…In the driving environment, competition exists between Driving Related Activities (DRAs) and Non-Driving Related Activities (NDRAs). This is a source of…”
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Cooperative Object Classification for Driving Applications
Published in 2019 IEEE Intelligent Vehicles Symposium (IV) (01-06-2019)“…3D object classification can be realised by rendering views of the same object from different angles and aggregating all the views to build a classifier…”
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Conference Proceeding -
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The interface challenge for semi-automated vehicles: how driver behavior and trust influence information requirements over time
Published in 2019 IEEE Intelligent Vehicles Symposium (IV) (01-06-2019)“…Understanding how best to present information inside a semi-automated vehicle is a prevalent challenge in HMI design. There is an understanding that a driver's…”
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Dual Viewpoint Passenger State Classification Using 3D CNNs
Published in 2018 IEEE Intelligent Vehicles Symposium (IV) (01-06-2018)“…The rise of intelligent vehicle systems will lead to more human-machine interactions and so there is a need to create a bridge between the system and the…”
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Conference Proceeding -
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Too Sick to Drive: How Motion Sickness Severity Impacts Human Performance
Published in 2018 21st International Conference on Intelligent Transportation Systems (ITSC) (01-11-2018)“…There are multiple concerns surrounding the development and rollout of self-driving cars. One issue has largely gone unnoticed - the adverse effects of motion…”
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Conference Proceeding