Most-cited papers on Real world deployment

Ranked by citation count via OpenAlex. Citations update on a rolling basis; list regenerates every 24h.

1. End-to-End Active Object Tracking and Its Real-World Deployment via Reinforcement Learning

   2019 · IEEE Transactions on Pattern Analysis and Machine Intelligence · Luo, Wenhan, Sun, Peng, Zhong, Fangwei et al.

   144 cited

2. Secure Border Gateway Protocol (S-BGP) — Real World Performance and Deployment Issues

   2000 · Network and Distributed System Security Symposium · Kent, Stephen, Lynn, Charles, Mikkelson, Joanne et al.

   144 cited

3. The MRS UAV System: Pushing the Frontiers of Reproducible Research, Real-world Deployment, and Education with Autonomous Unmanned Aerial Vehicles

   2021 · Journal of Intelligent & Robotic Systems · Baca, Tomas, Petrlik, Matej, Vrba, Matous et al.

   143 cited

4. Large-scale deployment of electric taxis in Beijing: A real-world analysis

   2016 · Energy · Zou, Yuan, Wei, Shouyang, Sun, Fengchun et al.

   135 cited

5. Technology, Standards, and Real-World Deployments of the EPC Network

   2009 · IEEE Internet Computing · Thiesse, Frédéric, Floerkemeier, Christian, Harrison, Mark et al.

   115 cited

6. DORY: Automatic End-to-End Deployment of Real-World DNNs on Low-Cost IoT MCUs

   2021 · IEEE Transactions on Computers · Burrello, Alessio, Garofalo, Angelo, Bruschi, Nazareno et al.

   106 cited

7. On the Prevalence of Sensor Faults in Real-World Deployments

   2007 · Sharma, Abhishek, Golubchik, Leana, Govindan, Ramesh

   86 cited

8. Experiences from Real-World Deployment of Context-Aware Technologies in a Hospital Environment

   2006 · Lecture notes in computer science · Bardram, Jakob E., Hansen, Thomas Riisgaard, Mogensen, Martin et al.

   78 cited

9. From Programs to Systems: Deploying Implementation Science and Practice for Sustained Real World Effectiveness in Services for Children and Families

   2015 · Journal of Clinical Child & Adolescent Psychology · Ghate, Deborah

   74 cited

10. Deployment of Artificial Intelligence in Real-World Practice: Opportunity and Challenge

    2020 · Asia-Pacific Journal of Ophthalmology · He, Mingguang, Li, Zhixi, Liu, Chi et al.

    70 cited

11. Ubiquitous computing in the real world: lessons learnt from large scale RFID deployments

    2006 · Personal and Ubiquitous Computing · Konomi, Shin’ichi, Roussos, George

    65 cited

12. Artificial intelligence for reduced dose 18F-FDG PET examinations: a real-world deployment through a standardized framework and business case assessment

    2021 · EJNMMI Physics · Katsari, Katia, Penna, Daniele, Arena, Vincenzo et al.

    64 cited

13. Landslide monitoring with sensor networks: experiences and lessons learnt from a real-world deployment

    2011 · International Journal of Sensor Networks · Rosi, Alberto, Berti, Matteo, Bicocchi, Nicola et al.

    62 cited

14. Stability, robustness, and containment: preparing synthetic biology for real-world deployment

    2023 · Current Opinion in Biotechnology · Kumar, Shalni, Hasty, Jeff

    59 cited

15. Real-world evaluation of rapid and laboratory-free COVID-19 triage for emergency care: external validation and pilot deployment of artificial intelligence driven screening

    2022 · The Lancet Digital Health · Soltan, Andrew A. S., Yang, Jenny, Pattanshetty, Ravi et al.

    51 cited

16. Real‐World Personal Conversations Using a Hands‐Free Embedded Wireless Device While Driving: Effect on Airbag‐Deployment Crash Rates

    2009 · Risk Analysis · Young, Richard A., Schreiner, Christopher S.

    48 cited

17. Real World Issues in Deploying a Wireless Sensor Network for Oceanography.

    2005 · Lancaster EPrints (Lancaster University) · Tateson, Jane, Roadknight, Chris, González, Antonio et al.

    48 cited

18. Wireless Sensor Network Operating System Design Rules Based on Real-World Deployment Survey

    2013 · Journal of Sensor and Actuator Networks · Strazdiņš, Ģirts, Elsts, Atis, Nesenbergs, Krišjānis et al.

    46 cited

19. The Influence of Real‐World Wind Turbine Deployments on Local to Mesoscale Climate

    2018 · Journal of Geophysical Research Atmospheres · Pryor, S. C., Barthelmie, R. J., Shepherd, Tristan J.

    42 cited

20. Microphone array processing for distant speech recognition: Towards real-world deployment

    2012 · Kumatani, Kenichi, Arakawa, Takayuki, Yamamoto, Kazumasa et al.

    42 cited

21. Measuring the impacts of a real-world neighborhood-scale cool pavement deployment on albedo and temperatures in Los Angeles

    2022 · Environmental Research Letters · Ko, Joseph, Schlaerth, Hannah, Bruce, A Wielicki et al.

    41 cited

22. Real-World Deployments of Participatory Sensing Applications: Current Trends and Future Directions

    2013 · ISRN Sensor Networks · Tilak, Sameer

    40 cited

23. In pursuit of a self-sustaining college alcohol intervention: Deploying gamified PNF in the real world

    2018 · Addictive Behaviors · Earle, Andrew M., LaBrie, Joseph W., Boyle, Sarah C. et al.

    37 cited

24. Real-World Scale Deployment of Hydrogen-Integrated Microgrid: Design and Control

    2024 · IEEE Transactions on Sustainable Energy · Wang, Xiaoyu, Huang, Jingjing, Xu, Zhanbo et al.

    37 cited

25. MRS Drone: A Modular Platform for Real-World Deployment of Aerial Multi-Robot Systems

    2023 · Journal of Intelligent & Robotic Systems · Heřt, Daniel, Baca, Tomas, Petráček, Pavel et al.

    36 cited

26. Connecting africa using the TV white spaces: from research to real world deployments

    2015 · Roberts, Sidney, Garnett, Paul, Chandra, Ranveer

    36 cited

27. Advancing Differential Privacy: Where We Are Now and Future Directions for Real-World Deployment

    2024 · Harvard Data Science Review · Cummings, Rachel, Desfontaines, Damien, Evans, David et al.

    35 cited

28. An ultra-fast time series distance measure to allow data mining in more complex real-world deployments

    2020 · Data Mining and Knowledge Discovery · Gharghabi, Shaghayegh, Imani, Shima, Bagnall, Anthony et al.

    35 cited

29. Real-world post-deployment performance of a novel machine learning-based digital health technology for skin lesion assessment and suggestions for post-market surveillance

    2023 · Frontiers in Medicine · Thomas, Lucy, Hyde, Chris, Mullarkey, Dan et al.

    34 cited

30. Real-world deployment of a fine-tuned pathology foundation model for lung cancer biomarker detection

    2025 · Nature Medicine · Campanella, Gabriele, Kumar, Neeraj, Nanda, Swaraj et al.

    33 cited