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Egemen Tanin
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Publications
- 2023
- [j38]Lakmal Muthugama, Hairuo Xie, Egemen Tanin, Shanika Karunasekera:
Real-time road safety optimization through network-level data management. GeoInformatica 27(3): 491-523 (2023) - [j37]Udesh Gunarathna, Hairuo Xie, Egemen Tanin, Shanika Karunasekera, Renata Borovica-Gajic:
Real-time Road Network Optimization with Coordinated Reinforcement Learning. ACM Trans. Intell. Syst. Technol. 14(4): 72:1-72:30 (2023) - [i10]Fengze Sun, Jianzhong Qi, Yanchuan Chang, Xiaoliang Fan, Shanika Karunasekera, Egemen Tanin:
Urban Region Representation Learning with Attentive Fusion. CoRR abs/2312.04606 (2023) - 2022
- [c91]Udesh Gunarathna, Renata Borovica-Gajic, Shanika Karunasekera, Egemen Tanin:
e-SMARTS: a system to simulate intelligent traffic management solutions (demo paper). SIGSPATIAL/GIS 2022: 21:1-21:4 - [c90]Udesh Gunarathna, Renata Borovica-Gajic, Shanika Karunasekera, Egemen Tanin:
Dynamic graph combinatorial optimization with multi-attention deep reinforcement learning. SIGSPATIAL/GIS 2022: 22:1-22:12 - [c88]Hairuo Xie, Renata Borovica-Gajic, Egemen Tanin, Shanika Karunasekera, Udesh Gunarathna, Gilbert Oppy, Majid Sarvi:
A simulation study on prioritizing connected freight vehicles at intersections for traffic flow optimization (industrial paper). SIGSPATIAL/GIS 2022: 53:1-53:10 - [c87]Lakmal Muthugama, Hairuo Xie, Egemen Tanin, Shanika Karunasekera, Udesh Gunarathna:
Concurrent optimization of safety and traffic flow using deep reinforcement learning for autonomous intersection management. SIGSPATIAL/GIS 2022: 82:1-82:12 - [c86]Udesh Gunarathna, Shanika Karunasekera, Renata Borovica-Gajic, Egemen Tanin:
Real-Time Intelligent Autonomous Intersection Management Using Reinforcement Learning. IV 2022: 135-144 - [i9]Udesh Gunarathna, Renata Borovica-Gajic, Shanika Karunasekera, Egemen Tanin:
Solving Dynamic Graph Problems with Multi-Attention Deep Reinforcement Learning. CoRR abs/2201.04895 (2022) - [i8]Udesh Gunarathna, Shanika Karunasekera, Renata Borovica-Gajic, Egemen Tanin:
Intelligent Autonomous Intersection Management. CoRR abs/2202.04224 (2022) - 2021
- [c83]Sameera Kannangara, Hairuo Xie, Egemen Tanin, Aaron Harwood, Shanika Karunasekera:
Introducing Diversion Graph for Real-Time Spatial Data Analysis with Location Based Social Networks. GIScience (I) 2021: 7:1-7:15 - [c81]Abdullah AlDwyish, Egemen Tanin, Hairuo Xie, Shanika Karunasekera, Kotagiri Ramamohanarao:
Effective Traffic Forecasting with Multi-Resolution Learning. SSTD 2021: 44-53 - 2020
- [c78]Sameera Kannangara, Hairuo Xie, Egemen Tanin, Aaron Harwood, Shanika Karunasekera:
Tracking Group Movement in Location Based Social Networks. SIGSPATIAL/GIS 2020: 251-262 - [c77]Lakmal Muthugama, Shanika Karunasekera, Egemen Tanin:
Platooning Graph for Safer Traffic Management. SIGSPATIAL/GIS 2020: 453-456 - [c76]Udesh Gunarathna, Hairuo Xie, Egemen Tanin, Shanika Karunasekera, Renata Borovica-Gajic:
Real-Time Lane Configuration with Coordinated Reinforcement Learning. ECML/PKDD (4) 2020: 291-307 - 2019
- [j32]Hairuo Xie, Egemen Tanin, Kotagiri Ramamohanarao, Shanika Karunasekera, Lars Kulik, Rui Zhang, Jianzhong Qi:
Generating traffic data for any city using SMARTS simulator. ACM SIGSPATIAL Special 11(1): 22-28 (2019) - [j30]Sameera Kannangara, Egemen Tanin, Aaron Harwood, Shanika Karunasekera:
Stepping Stone Graph: A Graph for Finding Movement Corridors using Sparse Trajectories. ACM Trans. Spatial Algorithms Syst. 5(4): 23:1-23:24 (2019) - [c74]Hairuo Xie, Egemen Tanin, Shanika Karunasekera, Jianzhong Qi, Rui Zhang, Lars Kulik, Kotagiri Ramamohanarao:
Quantifying the Impact of Autonomous Vehicles using Microscopic Simulations. IWCTS@SIGSPATIAL 2019: 5:1-5:10 - [i3]Udesh Gunarathna, Hairuo Xie, Egemen Tanin, Shanika Karunasekera, Renata Borovica-Gajic:
Dynamic Graph Configuration with Reinforcement Learning for Connected Autonomous Vehicle Trajectories. CoRR abs/1910.06788 (2019) - 2018
- [c71]Sameera Kannangara, Egemen Tanin, Aaron Harwood, Shanika Karunasekera:
Stepping stone graph for public movement analysis. SIGSPATIAL/GIS 2018: 149-158 - [c70]Hairuo Xie, Egemen Tanin, Shanika Karunasekera, Lars Kulik, Rui Zhang, Jianzhong Qi, Kotagiri Ramamohanarao:
Studying transportation problems with the SMARTS simulator (demo paper). SIGSPATIAL/GIS 2018: 580-583 - 2017
- [j28]Kotagiri Ramamohanarao, Hairuo Xie, Lars Kulik, Shanika Karunasekera, Egemen Tanin, Rui Zhang, Eman Bin Khunayn:
SMARTS: Scalable Microscopic Adaptive Road Traffic Simulator. ACM Trans. Intell. Syst. Technol. 8(2): 26:1-26:22 (2017) - [c62]Abdullah AlDwyish, Hairuo Xie, Egemen Tanin, Shanika Karunasekera, Kotagiri Ramamohanarao:
Using a Traffic Simulator for Navigation Service. SIGSPATIAL/GIS 2017: 78:1-78:4 - [c60]Abdullah AlDwyish, Egemen Tanin, Shanika Karunasekera:
Follow The Best: Crowdsourced Automated Travel Advice. MobiQuitous 2017: 272-281 - [c58]Hairuo Xie, Shanika Karunasekera, Lars Kulik, Egemen Tanin, Rui Zhang, Kotagiri Ramamohanarao:
A Simulation Study of Emergency Vehicle Prioritization in Intelligent Transportation Systems. VTC Spring 2017: 1-5 - 2015
- [c47]Abdullah AlDwyish, Egemen Tanin, Shanika Karunasekera:
Location-based social networking for obtaining personalised driving advice. SIGSPATIAL/GIS 2015: 91:1-91:4 - 2007
- [c20]Lipo Chan, Shanika Karunasekera, Aaron Harwood, Egemen Tanin:
CAESAR: middleware for complex service-oriented peer-to-peer applications. MW4SOC 2007: 12-17
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