Zobrazeno 1 - 10
of 118
pro vyhledávání: '"Bilal Farooq"'
Autor:
Nael Alsaleh, Bilal Farooq
Publikováno v:
Scientific Reports, Vol 13, Iss 1, Pp 1-17 (2023)
Abstract There is an increased interest from transit agencies to replace fixed-route transit services with on-demand public transits (ODT). However, it is still unclear when and where such a service is efficient and sustainable. To this end, we provi
Externí odkaz:
https://doaj.org/article/73a4b6b00f3e4f949504032165cd0b07
Publikováno v:
IEEE Access, Vol 11, Pp 125064-125079 (2023)
Federated Learning (FL) is a paradigm in Machine Learning (ML) that addresses data privacy, security, access rights and access to heterogeneous information issues by training a global model using distributed nodes. Despite its advantages, there is an
Externí odkaz:
https://doaj.org/article/63b70b60f4dd410faef0fc77dee73ddd
Autor:
Saba Sabet, Bilal Farooq
Publikováno v:
IEEE Access, Vol 10, Pp 101622-101642 (2022)
Green vehicle routing problem (GVRP) aims to consider greenhouse gas emissions reduction, while routing the vehicles. It can be either through adopting Alternative Fuel Vehicles (AFVs) or with existing conventional fossil fuel vehicles in fleets. GVR
Externí odkaz:
https://doaj.org/article/fbcafaaa1813469fac44f28ca0d13298
Autor:
Seyed Mehdi Meshkani, Bilal Farooq
Publikováno v:
EURO Journal on Transportation and Logistics, Vol 12, Iss , Pp 100106- (2023)
In the context of on-demand ridehailing, we propose a heuristic matching algorithm where a passenger can share their ride with one more passenger while experiencing a high-quality service with a minimal increase in travel time. To evaluate the perfor
Externí odkaz:
https://doaj.org/article/bea8b77424494c2e8e1f0b0e262dc0e5
Publikováno v:
IEEE Open Journal of Intelligent Transportation Systems, Vol 2, Pp 294-311 (2021)
Use of distributed ledger technologies like blockchain is becoming more common in transportation/mobility ecosystems. However, cyber-security failures may occur at places where the blockchain system connects with the real world. In this paper, we pro
Externí odkaz:
https://doaj.org/article/a35648d281d245a7adef2de107341a7d
Publikováno v:
IEEE Access, Vol 9, Pp 161046-161054 (2021)
In Federated Learning (FL), a group of workers participate to build a global model under the coordination of one node, the chief. Regarding the cybersecurity of FL, some attacks aim at injecting the fabricated local model updates into the system. Som
Externí odkaz:
https://doaj.org/article/a00967a179284b0b9f67e62afa91035e
Autor:
Nael Alsaleh, Bilal Farooq
Publikováno v:
PLoS ONE, Vol 17, Iss 10 (2022)
To curb the spread of the ongoing 2019 novel coronavirus (COVID-19), authorities have adopted several non-pharmaceutical (NPIs) and pharmaceutical interventions, which significantly affected our daily activities and mobility patterns. However, it is
Externí odkaz:
https://doaj.org/article/c886cbb90be6401fbc4879bb9636976f
Autor:
Alexandra Beaulieu, Bilal Farooq
Publikováno v:
International Journal of Transportation Science and Technology, Vol 8, Iss 3, Pp 280-289 (2019)
Large scale automated data collection on the movement and activities of pedestrians is a challenging problem. In a previous work we developed a network of cheap sensors that can perform larger scale data collection of pedestrian movements using WiFi
Externí odkaz:
https://doaj.org/article/4dc7f471be73468f97589b20b78f8572
Publikováno v:
International Journal of Transportation Science and Technology, Vol 8, Iss 2, Pp 161-175 (2019)
This study contributes to the field of cycling route choice by adopting the unprecedented combination of the Metropolis-Hastings (MH) path-sampling algorithm and the Expanded Path Size Logit (EPSL) model. The MH sampling approach is used to generate
Externí odkaz:
https://doaj.org/article/2f73018865524a66b5a310f10e860e5d
Publikováno v:
International Journal of Transportation Science and Technology, Vol 8, Iss 1, Pp 82-100 (2019)
Recent advances in communication technologies have enabled researchers to collect travel data based on ubiquitous and location-aware smartphones. These advances hold out the promise of allowing the automatic detection of the critical aspects (mode of
Externí odkaz:
https://doaj.org/article/3fec49440bc34b238b093fdb407c11e8