Center for Interacting Urban Networks

Research output

Research output per year 1983 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024 2024

• 811 Article
• 286 Conference contribution
• 76 Chapter
• 45 Conference article
• 150 More
  • 44 Comment/debate
  • 25 Paper
  • 20 Editorial
  • 20 Short survey
  • 19 Review article
  • 10 Abstract
  • 5 Poster
  • 4 Book
  • 1 Other report
  • 1 Letter
  • 1 Other contribution

Research output per year

Research output per year

Search results

• 2024

  Exploring PageRank Algorithm and Voronoi Diagrams for Dynamic Network Partitions Facilitating Feedback Linearization-Based Control

  Gupta, S., Kachroo, P., Agarwal, S. & Ozbay, K., 2024, Transportation Research - Proceedings of TPMDC 2022. Singh, D., Maji, A., Karmarkar, O., Gupta, M., Velaga, N. R. & Debbarma, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 663-672 10 p. (Lecture Notes in Civil Engineering; vol. 434).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Dynamic Network 100%
  • Feedback Linearization 100%
  • Network Partition 100%
  • Pagerank Algorithm 100%
  • Nodes 100%

• Geographical Self-Organizing Map Clustering in Large-Scale Urban Networks for Perimeter Control

  Elouni, M., Rakha, H. A., Menendez, M. & Abdelghaffar, H. M., 2024, Proceedings of the 10th International Conference on Vehicle Technology and Intelligent Transport Systems, VEHITS 2024. Vinel, A., Berns, K., Ploeg, J. & Gusikhin, O. (eds.). Science and Technology Publications, Lda, p. 465-472 8 p. (International Conference on Vehicle Technology and Intelligent Transport Systems, VEHITS - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Organizing Map 100%
  • Self Organizing Map 100%
  • Geographical Self 100%
  • Self-organizing Clustering 100%
  • Clustering Algorithm 60%

• Optimal Smoothing Distribution Exploration for Backdoor Neutralization in Deep Learning-based Traffic Systems

  Wang, Y., Li, W., Maniatakos, M. & Jabari, S. E., 2024, 2024 Australian and New Zealand Control Conference, ANZCC 2024. Institute of Electrical and Electronics Engineers Inc., p. 115-120 6 p. (2024 Australian and New Zealand Control Conference, ANZCC 2024).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Deep Learning 100%
  • Backdoors 100%
  • Traffic Collision 25%
  • Malicious Data 25%
  • Experimental Result 16%

• Pipe(line) Dreams: Fully Automated End-to-End Analysis and Visualization

  Beasley, C. & Abouzied, A., Jun 14 2024, HILDA 2024 - Workshop on Human-In-the-Loop Data Analytics Co-located with SIGMOD 2024. Association for Computing Machinery, Inc, (HILDA 2024 - Workshop on Human-In-the-Loop Data Analytics Co-located with SIGMOD 2024).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Fully Automated 100%
  • Large Language Models 100%
  • Large Language Model 100%
  • Multimodal Data 33%
  • Human-in-the-loop 33%

• Understanding Disparities in Post Hoc Machine Learning Explanation

  Mhasawade, V., Rahman, S., Haskell-Craig, Z. & Chunara, R., Jun 3 2024, 2024 ACM Conference on Fairness, Accountability, and Transparency, FAccT 2024. Association for Computing Machinery, Inc, p. 2374-2388 15 p. (2024 ACM Conference on Fairness, Accountability, and Transparency, FAccT 2024).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Machine Learning 100%
  • Functional Form 100%
  • Sensitive Attribute 100%
  • Covariate Shift 100%
  • Black Box 100%
• 2023

  AFFIRM: Privacy-by-Design Blockchain for Mobility Data in Web3 using Information Centric Fog Networks with Collaborative Learning

  Khan, J. A. & Ozbay, K., 2023, 2023 International Conference on Computing, Networking and Communications, ICNC 2023. Institute of Electrical and Electronics Engineers Inc., p. 456-462 7 p. (2023 International Conference on Computing, Networking and Communications, ICNC 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Fog Networks 100%
  • Web3 100%
  • Underlying Architecture 50%
  • Secure Privacy 16%
  • Blockchain Framework 16%

• Agent-Based Evacuation Modeling in the Context of Non-Recurring Events

  Zhang, Q., Zhu, Y., Ozbay, K. & Song, G., 2023, CICTP 2023: Innovation-Empowered Technology for Sustainable, Intelligent, Decarbonized, and Connected Transportation - Proceedings of the 23rd COTA International Conference of Transportation Professionals. Chen, Y., Ma, J., Zhang, G., Wang, H., Sun, L. & He, Z. (eds.). American Society of Civil Engineers (ASCE), p. 2689-2697 9 p. (CICTP 2023: Innovation-Empowered Technology for Sustainable, Intelligent, Decarbonized, and Connected Transportation - Proceedings of the 23rd COTA International Conference of Transportation Professionals).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Simulation Model 100%
  • Road Network 100%
  • Simulation Tool 50%
  • Network Capacity 50%
  • Network Simulation 50%

• Carefull Tread: A Lightweight Consensus in Blockchain to Trust Mobility Data using Q-Learning

  Khan, J. A., Wang, W. & Ozbay, K., 2023, 2023 8th International Conference on Models and Technologies for Intelligent Transportation Systems, MT-ITS 2023. Institute of Electrical and Electronics Engineers Inc., (2023 8th International Conference on Models and Technologies for Intelligent Transportation Systems, MT-ITS 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Blockchain 100%
  • Consensus in Blockchain 100%
  • Lightweight Consensus 100%
  • Consensus Protocol 66%
  • Intelligent Transportation System 33%

• Choice-Based Service Region Assortment Problem: Equitable Design with Statewide Synthetic Data

  Ren, X. & Chow, J. Y. J., 2023, 2023 IEEE 26th International Conference on Intelligent Transportation Systems, ITSC 2023. Institute of Electrical and Electronics Engineers Inc., p. 5490-5495 6 p. (IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Synthetic Data 100%
  • Choice-based 100%
  • Assortment Problem 100%
  • Service Region 100%
  • New York 100%

• Decarbonizing UAE Cement Industry with Limestone Calcined Clay Cement (LC3)

  Shahbaz, F., Hay, R. & Celik, K., Sep 18 2023, The 16th International Congress on the Chemistry of Cement 2023 (ICCC2023). Bangkok, Vol. 3. p. 523-527 PJ0071

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  File

• Development of Magnesium Silicate Hydrates from Brucite and Silica Fume

  Krishnan, P., Singh, I. & Celik, K., Sep 18 2023, The 16th International Congress on the Chemistry of Cement 2023 (ICCC2023): Further Reduction of CO2 -Emissions and Circularity in the Cement and Concrete Industry. Bangkok, Vol. 2. p. 142-146 PF0058

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  File

• Emerging Trends in Multi-Accelerator and Distributed System for ML: Devices, Architectures, Tools and Applications

  Shafique, M., 2023, 2023 60th ACM/IEEE Design Automation Conference, DAC 2023. Institute of Electrical and Electronics Engineers Inc., (Proceedings - Design Automation Conference; vol. 2023-July).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Machine Learning 100%
  • Distributed Systems 100%
  • Multi-Accelerator Systems 100%
  • Artificial Intelligence 66%
  • Energy Efficiency 33%

• Enhancing Carbonation of Reactive Magnesium Oxide Cement (RMC)-Based Composites with Cenospheres

  Wang, X. & Celik, K., Sep 18 2023, The 16th International Congress on the Chemistry of Cement 2023 (ICCC2023): Further Reduction of CO2 -Emissions and Circularity in the Cement and Concrete Industry. Bangkok, Vol. 2. p. 125-129 PF0052

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  File

• FLOATING: Federated Learning for Optimized Automated Trajectory Information StoriNG on Blockchain

  Khan, J. A., Wang, W. & Ozbay, K., 2023, 2023 IEEE International Conference on Blockchain and Cryptocurrency, ICBC 2023. Institute of Electrical and Electronics Engineers Inc., (2023 IEEE International Conference on Blockchain and Cryptocurrency, ICBC 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Trajectory Data 100%
  • Blockchain 100%
  • Federated Learning 100%
  • Network Resource 50%
  • Resource Utilisation 50%

• From aggregated traffic models to emissions quantification: connecting the missing dots

  Marques, J., Batista, S. F. A., Menendez, M., Macedo, E. & Coelho, M. C., Jan 1 2023, AIIT 3rd International Conference on Transport Infrastructure and Systems,TIS ROMA 2022 - Conference Proceedings. Cantisani, G., Le Pira, M. & Zampino, S. (eds.). Elsevier B.V., p. 568-575 8 p. (Transportation Research Procedia; vol. 69).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Exhaust Emission 100%
  • Emission Quantification 100%
  • Specific Power 33%
  • Traffic Data 33%
  • Future Application 33%

• Generalized adaptive smoothing based neural network architecture for traffic state estimation

  Yang, C., Ramana, A. S. V. & Jabari, S. E., Jul 1 2023, IFAC-PapersOnLine. Ishii, H., Ebihara, Y., Imura, J.-I. & Yamakita, M. (eds.). 2 ed. Elsevier B.V., p. 3483-3490 8 p. (IFAC-PapersOnLine; vol. 56, no. 2).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Strong Learner 100%
  • Acceptable Value 50%

• How Does Driver Non-Compliance Destroy Traffic Routing Control?

  Tang, Y., Jin, L. & Ozbay, K., 2023, 2023 62nd IEEE Conference on Decision and Control, CDC 2023. Institute of Electrical and Electronics Engineers Inc., p. 1118-1123 6 p. (Proceedings of the IEEE Conference on Decision and Control).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Stability Condition 100%
  • Route Control 100%
  • Traffic Routing 100%
  • Routing Traffic 100%
  • Markov Chain 100%

• Investigating Carbonation and Hydration of Reactive Magnesia Cement Using Advanced Characterization Methods

  Elmesalami, N. & Celik, K., Sep 18 2023, The 16th International Congress on the Chemistry of Cement 2023 (ICCC2023): Further Reduction of CO2 -Emissions and Circularity in the Cement and Concrete Industry. Bangkok, Vol. 2. p. 182-185 PF0075

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

  • Magnesium Oxide 100%
  • Magnesium 100%
  • Centrifugation 100%
  • Magnesia 100%
  • Advanced Characterization 100%

• Investigating Safety of Evasion Maneuver Choices by Human-Driven Vehicles in Response to High-Density Truck Platoons Near Freeway Diverging Areas

  Wei, Z., Xu, C., Ozbay, K., Yang, Y., Yang, H., Zuo, F., Yang, D. & Fu, C., 2023, 2023 IEEE 26th International Conference on Intelligent Transportation Systems, ITSC 2023. Institute of Electrical and Electronics Engineers Inc., p. 4467-4472 6 p. (IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Diverging Area 100%
  • Evasion Maneuver 100%
  • Driving Simulation 33%
  • Lane-changing Process 25%
  • Spatial Occupancy 25%

• Learning When to See for Long-Term Traffic Data Collection on Power-Constrained Devices

  Zhang, R., Han, W., Bian, Z., Ozbay, K. & Feng, C., 2023, 2023 IEEE 26th International Conference on Intelligent Transportation Systems, ITSC 2023. Institute of Electrical and Electronics Engineers Inc., p. 4676-4682 7 p. (IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Constrained Device 100%
  • Traffic Data Collection 100%
  • Source Codes 50%
  • Data Stream 50%
  • Network Controller 50%

• Measures of Disparity and their Efficient Estimation

  Singh, H. & Chunara, R., Aug 8 2023, AIES 2023 - Proceedings of the 2023 AAAI/ACM Conference on AI, Ethics, and Society. Association for Computing Machinery, Inc, p. 927-938 12 p. (AIES 2023 - Proceedings of the 2023 AAAI/ACM Conference on AI, Ethics, and Society).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Machine Learning 100%
  • Statistics 100%
  • Hypothesis Test 100%
  • Population Level 100%
  • Priori Information 100%

• Naturalistic Driving Data Analytics: Safety Evaluation With Multi-State Survival Models

  Lei, Y. & Ozbay, K., 2023, 2023 IEEE 26th International Conference on Intelligent Transportation Systems, ITSC 2023. Institute of Electrical and Electronics Engineers Inc., p. 5579-5584 6 p. (IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Limitations 100%
  • Recurrent 100%
  • Marginals 100%
  • Germany 100%
  • Renewals 100%

• Optimal Planning on a Single-Route Transit System with Modular Buses

  Jagdale, K., Khan, Z. S., Menendez, M. & Ornik, M., 2023, 2023 IEEE 26th International Conference on Intelligent Transportation Systems, ITSC 2023. Institute of Electrical and Electronics Engineers Inc., p. 3046-3051 6 p. (IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Transit System 100%
  • Optimal Planning 100%
  • Passenger Travel Time 100%
  • Policy Control 100%
  • Markov Decision Process 100%

• Phase formation and CO2 absorption of reactive magnesium oxide (MgO) cement (RMC) with additive under various curing regimes

  Hay, R., Gkoura, L., Equbal, A. & Celik, K., Sep 18 2023, The 16th International Congress on the Chemistry of Cement 2023 (ICCC2023). Bangkok

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Physical Backdoor Trigger Activation of Autonomous Vehicle Using Reachability Analysis

  Li, W., Wang, Y., Shafique, M. & Jabari, S. E., 2023, 2023 62nd IEEE Conference on Decision and Control, CDC 2023. Institute of Electrical and Electronics Engineers Inc., p. 821-826 6 p. (Proceedings of the IEEE Conference on Decision and Control).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Physical Trigger 100%
  • Dynamic Traffic Environment 49%
  • Activation Rate 49%

• Planning Multiple Epidemic Interventions with Reinforcement Learning

  Mai, A., Gupta, N., Abouzied, A. & Shasha, D., 2023, Proceedings of the 32nd International Joint Conference on Artificial Intelligence, IJCAI 2023. Elkind, E. (ed.). International Joint Conferences on Artificial Intelligence, p. 6147-6155 9 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2023-August).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Learning Algorithm 100%
  • Continuous Interventions 33%
  • Actor-critic Reinforcement Learning 33%
  • Workplace Closure 33%

• Preliminary Investigation of 0-3 Lead Zirconate Titanate – Limestone Calcined Clay Cement Composites

  Alchaar, A. & Celik, K., Sep 18 2023, The 16th International Congress on the Chemistry of Cement 2023 (ICCC2023). Bangkok, Vol. 3. p. 157-160 PH0011

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  File

• ReaderQuizzer: Augmenting Research Papers with Just-In-Time Learning Questions to Facilitate Deeper Understanding

  Richards Maldonado, L., Abouzied, A. & Gleason, N. W., Oct 14 2023, CSCW 2023 Companion - Conference Companion Publication of the 2023 Computer Supported Cooperative Work and Social Computing. Ames, M., Fussell, S., Gilbert, E., Liao, V., Ma, X., Page, X., Rouncefield, M., Singh, V. & Wisniewski, P. (eds.). Association for Computing Machinery, p. 391-394 4 p. (Proceedings of the ACM Conference on Computer Supported Cooperative Work, CSCW).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Internalize 100%
  • Critical Thinking 100%
  • Effective Communication 100%
  • Critical Engagement 100%
  • Knowledge Acquisition 100%

• Robust Queue Length Estimation for Ramp Metering in a Connected Vehicle Environment

  Tang, Y., Ozbay, K. & Jin, L., 2023, 2023 IEEE 26th International Conference on Intelligent Transportation Systems, ITSC 2023. Institute of Electrical and Electronics Engineers Inc., p. 4402-4407 6 p. (IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Estimation Accuracy 100%
  • Estimation Error 100%
  • State Estimation 100%
  • Designed Filter 100%
  • Penetration Rate 100%

• Tactics, Threats & Targets: Modeling Disinformation and its Mitigation

  Mirza, S., Begum, L., Niu, L., Pardo, S., Abouzied, A., Papotti, P. & Pöpper, C., 2023, 30th Annual Network and Distributed System Security Symposium, NDSS 2023. The Internet Society, (30th Annual Network and Distributed System Security Symposium, NDSS 2023).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Attackers 100%
  • Cybersecurity 100%
  • Interview Study 100%
  • Target Modeling 100%
  • Disinformation Campaigns 25%

• Trees as Sensors, Distribution of Wind Intensity During Hurricane Maria

  Rinaldi, V., Motoa, G. & Ghandehari, M., 2023, IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2422-2425 4 p. (International Geoscience and Remote Sensing Symposium (IGARSS); vol. 2023-July).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Sensor Distribution 100%
  • Wind Speed 100%
  • Canopy Height 66%
  • Breakage Mechanics 33%
  • Diameter at Breast Height 33%

• Urban Work Zone Detection and Sizing: A Data-Centric Training and Topology-Based Inference Approach

  Zuo, F., Gao, J., Ozbay, K., Bian, Z. & Zhang, D., 2023, 2023 IEEE 26th International Conference on Intelligent Transportation Systems, ITSC 2023. Institute of Electrical and Electronics Engineers Inc., p. 3235-3240 6 p. (IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Detection Zone 100%
  • Zone Identification 100%
  • Free Work 100%
  • Approximation (Algorithm) 50%
  • Sparsity 50%
• 2022

  Automated Lane Changing Control in Mixed Traffic: An Adaptive Dynamic Programming Approach

  Chakraborty, S., Cui, L., Ozbay, K. & Jiang, Z. P., 2022, 2022 IEEE 25th International Conference on Intelligent Transportation Systems, ITSC 2022. Institute of Electrical and Electronics Engineers Inc., p. 1823-1828 6 p. (IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC; vol. 2022-October).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Dynamic Programming 100%
  • Adaptive Dynamic Programming 100%
  • Autonomous Vehicles 100%
  • Linear Systems 100%
  • Control Algorithm 66%

• CAV-Based Active Congestion Resolving for Improving Mainline Traffic Flow Efficiency of A Freeway On-Ramp Merging Section

  Chen, J., Zhou, Y., Chung, E. & Ozbay, K., 2022, 2022 IEEE 25th International Conference on Intelligent Transportation Systems, ITSC 2022. Institute of Electrical and Electronics Engineers Inc., p. 216-223 8 p. (IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC; vol. 2022-October).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • On-ramp Merging 100%
  • Flow Efficiency 100%
  • Car-following Theory 16%
  • Car-following Behavior 16%

• Generalized Adaptive Smoothing Using Matrix Completion for Traffic State Estimation

  Yang, C., Thodi, B. T. & Jabari, S. E., 2022, 2022 IEEE 25th International Conference on Intelligent Transportation Systems, ITSC 2022. Institute of Electrical and Electronics Engineers Inc., p. 787-792 6 p. (IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC; vol. 2022-October).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • State Estimation 100%
  • Adaptive Smoothing 100%
  • Adaptive Smoothing Method 100%
  • Weight Factor 66%
  • Alternating Direction Method of Multipliers 33%

• HILDA'22: The SIGMOD 2022 Workshop on Human-in-the-Loop Data Analytics

  Abouzied, A., Moritz, D. & Cafarella, M. J., Jun 10 2022, SIGMOD 2022 - Proceedings of the 2022 International Conference on Management of Data. Association for Computing Machinery, p. 2552-2553 2 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Data Management 100%
  • Human-in-the-Loop 100%
  • Data Analytics 100%
  • HILDA 100%
  • Human-data Interaction 25%

• Learning-based solutions to nonlinear hyperbolic PDEs: Empirical insights on generalization errors

  Jabari, S. E., 2022, Fifth Workshop on Machine Learning and the Physical Sciences (NeurIPS 2022).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Mining Social Media Data for Transport Policy: Approaches, Challenges, and Recommendations

  Ye, Q., Chen, X., Ozbay, K. & Li, T., 2022, 2022 IEEE 25th International Conference on Intelligent Transportation Systems, ITSC 2022. Institute of Electrical and Electronics Engineers Inc., p. 4241-4246 6 p. (IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC; vol. 2022-October).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Policy Recommendations 100%
  • Policy Approaches 100%
  • Social Media Data 100%
  • Policy Challenges 100%
  • Transport Policy 100%

• Segmenting across places: The need for fair transfer learning with satellite imagery

  Zhang, M., Singh, H., Chok, L. & Chunara, R., 2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2022. IEEE Computer Society, p. 2915-2924 10 p. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; vol. 2022-June).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Satellite Imagery 100%
  • Land Cover 75%
  • Satellite Image 75%
  • Rural Area 50%
  • State of the Art 25%

• The Cost of Ethical AI Development for AI Startups

  Bessen, J., Impink, S. M. & Seamans, R., Jul 26 2022, AIES 2022 - Proceedings of the 2022 AAAI/ACM Conference on AI, Ethics, and Society. Association for Computing Machinery, Inc, p. 92-106 15 p. (AIES 2022 - Proceedings of the 2022 AAAI/ACM Conference on AI, Ethics, and Society).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Ethical AI 100%
  • AI Development 100%
  • Artificial Intelligence 100%
  • Startup 100%
  • Ethical Issue 100%

• The Impact of Aggregated Census Tract-Based Attributes on the Zone-Level Mode Choice Difference between Ridesourcing and Taxi Services: A Case Study in New York City

  Liu, H., Xu, C., Chen, Q. & Guo, Z., 2022, CICTP 2022: Intelligent, Green, and Connected Transportation - Proceedings of the 22nd COTA International Conference of Transportation Professionals. Zhu, S., Jiao, J., Tian, H., Gao, G., Wang, X., Zhang, Y., Wang, P. & Huang, H. (eds.). American Society of Civil Engineers (ASCE), p. 2991-3001 11 p. (CICTP 2022: Intelligent, Green, and Connected Transportation - Proceedings of the 22nd COTA International Conference of Transportation Professionals).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • New York City 100%
  • Census Tract 100%
  • Mode Choice 100%
  • Taxi Service 100%
  • Ride-sourcing Services 100%
• 2021

  A Trigger Exploration Method for Backdoor Attacks on Deep Learning-Based Traffic Control Systems

  Wang, Y., Maniatakos, M. & Jabari, S. E., 2021, 60th IEEE Conference on Decision and Control, CDC 2021. Institute of Electrical and Electronics Engineers Inc., p. 4394-4399 6 p. (Proceedings of the IEEE Conference on Decision and Control; vol. 2021-December).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Deep Learning 100%
  • Traffic Control System 100%
  • Backdoors 100%
  • Deep Neural Network 50%
  • Adversarial Machine Learning 50%

• Causal Multi-level Fairness

  Mhasawade, V. & Chunara, R., Jul 21 2021, AIES 2021 - Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society. Association for Computing Machinery, Inc, p. 784-794 11 p. (AIES 2021 - Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Discrimination 100%
  • Causal Inference 100%
  • Racial Discrimination 100%
  • Sensitive Attribute 100%
  • Algorithmic Systems 33%

• Combined Longitudinal and Lateral Control of Autonomous Vehicles based on Reinforcement Learning

  Cui, L., Ozbay, K. & Jiang, Z. P., May 25 2021, 2021 American Control Conference, ACC 2021. Institute of Electrical and Electronics Engineers Inc., p. 1929-1934 6 p. 9483388. (Proceedings of the American Control Conference; vol. 2021-May).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Reinforcement Learning 100%
  • Autonomous Vehicles 100%
  • Vehicle-based 100%
  • Preceding Vehicle 100%
  • Longitudinal Control 100%

• COVERT-Blockchain: Privacy-Aware Contact Tracing for COVID-19 on a Distributed Ledger

  Khan, J. A., Bangalore, K. U. & Ozbay, K., Sep 27 2021, 2021 3rd Conference on Blockchain Research and Applications for Innovative Networks and Services, BRAINS 2021. Institute of Electrical and Electronics Engineers Inc., p. 31-32 2 p. (2021 3rd Conference on Blockchain Research and Applications for Innovative Networks and Services, BRAINS 2021).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Privacy Awareness 100%
  • Blockchain Privacy 100%
  • Sensitive User Data 20%
  • Privacy Preservation 20%

• Estimating Roadway Horizontal Alignment using Artificial Neural Network

  Bartin, B., Jami, M. & Ozbay, K., Sep 19 2021, 2021 IEEE International Intelligent Transportation Systems Conference, ITSC 2021. Institute of Electrical and Electronics Engineers Inc., p. 2245-2250 6 p. (IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC; vol. 2021-September).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Artificial Neural Network 100%
  • Tangent Section 100%
  • Metrics 50%
  • Highway Systems 50%
  • Road 50%

• Fairness violations and mitigation under covariate shift

  Singh, H., Singh, R., Mhasawade, V. & Chunara, R., Mar 3 2021, FAccT 2021 - Proceedings of the 2021 ACM Conference on Fairness, Accountability, and Transparency. Association for Computing Machinery, Inc, p. 3-13 11 p. 3445865. (FAccT 2021 - Proceedings of the 2021 ACM Conference on Fairness, Accountability, and Transparency).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Covariate Shift 100%
  • Fairness Definitions 50%
  • Fair Prediction 50%
  • Worst-case Optimality 50%
  • Accuracy Metrics 50%

• Learning Traffic Speed Dynamics from Visualizations

  Thodi, B. T., Khan, Z. S., Jabari, S. E. & Menendez, M., Sep 19 2021, 2021 IEEE International Intelligent Transportation Systems Conference, ITSC 2021. Institute of Electrical and Electronics Engineers Inc., p. 1239-1244 6 p. (IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC; vol. 2021-September).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • German 100%
  • Learning Method 100%
  • Neural Network 100%
  • Driving Behavior 100%
  • Road Traffic 100%

• On the partitioning of urban networks for MFD-based applications using Gaussian Mixture Models

  Batista, S. F. A., Lopez, C. & Menéndez, M., Jun 16 2021, 2021 7th International Conference on Models and Technologies for Intelligent Transportation Systems, MT-ITS 2021. Institute of Electrical and Electronics Engineers Inc., (2021 7th International Conference on Models and Technologies for Intelligent Transportation Systems, MT-ITS 2021).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Urban Network 100%
  • Gaussian Mixture Model 100%
  • Macroscopic Fundamental Diagram 100%
  • Research Question 100%
  • Traffic Condition 100%

• Planning Epidemic Interventions with EpiPolicy

  Tariq, Z., Mannino, M., Le Xuan Anh, M., Bagge, W., Abouzied, A. & Shasha, D., Oct 10 2021, UIST 2021 - Proceedings of the 34th Annual ACM Symposium on User Interface Software and Technology. Association for Computing Machinery, Inc, p. 894-909 16 p. (UIST 2021 - Proceedings of the 34th Annual ACM Symposium on User Interface Software and Technology).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Simulation Tool 100%
  • Monte Carlo Simulation 100%
  • Modeling Process 100%
  • What if Analysis 100%
  • Public Health Official 100%