Research Interests

Dr. Bein’s research interests include:

  • Machine Learning and Data Science
  • Automatic Dynamic Decision-making
  • Computational Sensing
  • Distributed Algorithms
  • Energy-efficient Wireless Networks
  • Fault Tolerant Data Structures
  • Fault Tolerant Network Coverage
  • Graph Embedding
  • Multi-modal Sensor Fusion
  • Randomized Algorithms
  • Routing and Broadcasting in Wireless Networks
  • Secure Network Communication
  • Self-stabilizing Algorithms
  • Self-organizing Ad-hoc Networks
  • Supervised Machine Learning
  • Urban Sensor Networks
  • Wireless Sensor Networks
"In theory, theory and practice are the same. In practice, they are not." (Anonymous)

Publications

Best Paper/Presentation Award

  • IEEE CCWC 2021, Best presenter award, “Predictive Analytics of Donors in Crowdfunding Platforms: A Case Study on Donorschoose.org”, co-authored with J.V. Dirisam and A. Verma
  • IEEE CCWC 2021, Best presenter award, “Drug Safety Intelligence and Automation”, co-authored with V. Maniyar, M.S. Nistor, and S. Pickl
  • IEEE 10th Annual Computing and Communication Workshop and conference (IEEE CCWC 2019), Best Presenter Award, co-authored with N. Rale, R. Solanki, J. Andro-Vasko, W. Bein
  • 9th IEEE Annual Ubiquitous Computing (UEMCON 2018), Best Paper Award, co-authored with P. Ly and A. Verma
  • 7th IEEE Annual Computing and Communication Workshop and Conference (IEEE CCWC 2017), Best Paper Award, Distributed System track, co-authored with N. Nguyen
  • 41st Hawaii International Conference in System Sciences (HICSS 2008), Software Technology track

Best Poster Award

  • SCAR 2017, Best poster award for the Titan Rover Control Team (five undergraduate students), as faculty mentor

Best Graduate Student Awards in ECS

  • OSA 2020, Outstanding Student Scholarly and Creative Activities Award, Graduate, Master, Chary Vielma, as faculty mentor and advisor
  • SCAR 2018, Best graduate student award bestowed upon Phillip Ly, for The College of Engineering and Computer Science, as faculty mentor and advisor

Book Chapters

  1. R Gund, J Andro-Vasko, D Bein, W Bein, “Recommendation System Using MixPMF”, ITNG 2022 19th International Conference on Information Technology-New Generations (pp. 263-268). Cham: Springer International Publishing.
  2. A Verma, F Kocaman, MS Nistor, D Bein, “Machine Learning for Classification of Cancer Dataset for Gene Mutation Based Treatment “, In ITNG 2022 19th International Conference on Information Technology-New Generations (pp. 229-233). Cham: Springer International Publishing.
  3. A Dingare, D Bein, W Bein, A Verma, “Abstractive Text Summarization Using Machine Learning”, In ITNG 2022 19th International Conference on Information Technology-New Generations (pp. 269-276). Cham: Springer International Publishing
  4. J Shetti, S Pickl, D Bein, MS Nistor, “Using Software for Computational Fluid Dynamics and Molecular Dynamics”, ITNG 2022 Shetti, J., Pickl, S., Bein, D., & Nistor, M. S. (2022, May). Using Software for Computational Fluid Dynamics and Molecular Dynamics. In ITNG 2022 19th International Conference on Information Technology-New Generations (pp. 35-38). Cham: Springer International Publishing
  5. A. Thakurdesai, A., Nistor, MS Nistor, D Bein, S Pickl, W Bein, “Single Sign-On (SSO) Fingerprint Authentication Using Blockchain”, ITNG 2022 19th International Conference on Information Technology-New Generations (pp. 195-202). Cham: Springer International Publishing
  6. F Kocaman, S Pickl, D Bein, MS Nistor, “Performance Comparison Between Deep Learning and Machine Learning Models for Gene Mutation-Based Text Classification of Cancer”, ITNG 2022 19th International Conference on Information Technology-New Generations (pp. 237-244). Cham: Springer International Publishing
  7. R Chittari, MS Nistor, D Bein, S Pickl, “Classifying Sincerity Using Machine Learning”, ITNG 2022 19th International Conference on Information Technology-New Generations, pp. 255-262. Cham: Springer International Publishing, 2022
  8. Rahul Chauhan, MS Nistor, D Bein, S Pickl, W Bein, “Stock Backtesting Engine Using Pairs Trading”, ITNG 2022 19th International Conference on Information Technology-New Generations, pp. 245-253. Cham: Springer International Publishing, 2022
  9. P. Joshi and D. Bein, “Audible Code, a Voice-Enabled Programming Extension of Visual Studio Code”, In: Latifi S. (eds) 17th International Conference on Information Technology–New Generations (ITNG 2020). Advances in Intelligent Systems and Computing, vol 1134. Springer, Cham. https://doi.org/10.1007/978-3-030-43020-7_44
  10. S. Anand, D. Bein, J. Andro-Vasko, and W. Bein, “SpeakOut, a Web App for Online Therapy and Web Counseling”, In: Latifi S. (eds) 17th International Conference on Information Technology–New Generations (ITNG 2020). Advances in Intelligent Systems and Computing, vol 1134. Springer, Cham. https://doi.org/10.1007/978-3-030-43020-7_49
  11. J. Estabillo, D. Lee, C. Ly, G. Orozco, D. Bein, S. Kurwadkar, J. Huang, and Y. Bai , “Using Projects on Clustering and Linear Regression to Develop Basic Research Skills in Freshmen and Sophomore Undergraduate Students”, In: Latifi S. (eds) 17th International Conference on Information Technology–New Generations (ITNG 2020). Advances in Intelligent Systems and Computing, vol 1134. Springer, Cham. https://doi.org/10.1007/978-3-030-43020-7_50
  12. A. Ahmed, L. Macias, M. McCune, M. Medina, G. Orozco, D. Bein, S. Kurwadkar, J. Huang, O. Daescu, D. Xu, and Y. Bai, “Initiating Research Skills in Undergraduate Students through Data Science Projects”, In: Latifi S. (eds) 17th International Conference on Information Technology–New Generations (ITNG 2020). Advances in Intelligent Systems and Computing, vol 1134. Springer, Cham. https://doi.org/10.1007/978-3-030-43020-7_51
  13. D. Tu, D. Bein, and M. Gofman, “Designing a Unity Game Using the Haptic Feedback Gloves, VMG 30 Plus”, In: Latifi S. (eds) 17th International Conference on Information Technology–New Generations (ITNG 2020). Advances in Intelligent Systems and Computing, vol 1134. Springer, Cham. https://doi.org/10.1007/978-3-030-43020-7_52
  14. C. Vielma, A. Verma, and D. Bein, “Single and Multibranch CNN-Bidirectional LSTM for IMDb Sentiment Analysis”, In: Latifi S. (eds) 17th International Conference on Information Technology–New Generations (ITNG 2020). Advances in Intelligent Systems and Computing, vol 1134. Springer, Cham. https://doi.org/10.1007/978-3-030-43020-7_53
  15. P. K. Bhullar, C. Vielma, D. Bein, and V. Popa, “MeasureOP - Sentiment Analysis of Movies Text Data”, In: Latifi S. (eds) 16th International Conference on Information Technology-New Generations (ITNG 2019). Advances in Intelligent Systems and Computing, vol 800. Springer, Cham. https://doi.org/10.1007/978-3-030-14070-0_78
  16. R. Obidah and D. Bein, “Game based learning using Unreal Engine”, . In: S. Latifi (Editor) Information Technology - New Generations. Advances in Intelligent Systems and Computing. Advances in Intelligent Systems and Computing, Springer International Publishing, Cham, vol. 800, pages 513-519
  17. J. M. Narra, D. Bein, and V. Popa, Business Intelligence Dashboard Application for Insurance Cross Selling, In: S. Latifi (Editor) Information Technology - New Generations. Advances in Intelligent Systems and Computing, vol. 738, pages 427-432
  18. N. R. Prabhu, J. Andro-Vasko, D. Bein and W. Bein, Music Genre Classification using Data Mining and Machine Learning. In: S. Latifi (Editor) Information Technology - New Generations. Advances in Intelligent Systems and Computing, vol. 738, pages 397-403
  19. N. Nguyen, D. Bein (2018) Evaluating Assignments Using Grading App. In: S. Latifi (Editor) Information Technology - New Generations. Advances in Intelligent Systems and Computing, vol. 558, DOI: 10.1007/978-3-319-54978-1_108, pages 871-875.
  20. R. Cheruku, D. Bein, W. Bein, V. Popa (2018) Recruitment Drive Application. In: S. Latifi (Editor) Information Technology - New Generations. Advances in Intelligent Systems and Computing, vol. 558, DOI: 10.1007/978-3-319-54978-1_108, pages 865-870.
  21. Nistor M.S., Bein D., Teodorescu H.N., Pickl S.W. (2018) Finding the Maximal Day-Time Dependent Component of a Subway System. In: Cassenti D. (eds) Advances in Human Factors in Simulation and Modeling. AHFE 2017. Advances in Intelligent Systems and Computing, vol 591. Springer, Cham, pages 562–572
  22. Nistor M.S., Bein D., Bein W., Dehmer M., Pickl S. (2017) Time-Based Estimation of Vulnerable Points in the Munich Subway Network. In: Dörner K., Ljubic I., Pflug G., Tragler G. (eds) Operations Research Proceedings 2015. Operations Research Proceedings (GOR (Gesellschaft für Operations Research e.V.)). Springer, Cham
  23. Fault Tolerance and Transmission Reliability in Wireless Networks, W. Bein and D. Bein, in Scalable Computing: Theory and Practice, John Wiley & Sons, S. U. Khan, L. Wang, and A. Y. Zomaya (Eds), January 29, 2013, pages 227-256
  24. Improving Target Localization and Tracking by Dynamically Prioritized Frequency Band Allocation for Wireless Sensor Networks in Urban Environments, B. Babadi, D. Bein, B.B. Madan, S. Phoha, V. Tarokh, and Y. Wen, in Distributed Sensor Networks, Second Edition: Sensor Networking and Applications, Chapman and Hall/CRC, S. S. Iyengar and R. R. Brooks (Eds), September 24, 2012, pages 499-514
  25. Dynamically Adaptive Multi-Modal Sensor Fusion in Urban Environments, S. Phoha, D. Bein, Y. Wen, B.B. Madan, and A. Ray, in Distributed Sensor Networks, Second Edition: Sensor Networking and Applications, Chapman and Hall/CRC, S. S. Iyengar and R. R. Brooks (Eds), September 24, 2012, pages 551-576
  26. Self-configuring, self-organizing, and self-healing schemes in MANETs, D. Bein, Chapter 2 in Guide to Wireless Ad Hoc Networks, S. Misra, I. Woungang, and S. C. Misra (Eds), series Computer Communications and Networks, DOI 10.1007/978-1-84800-328-6 2, Springer-Verlag (London), pages 27-41, 2009
  27. Self-organizing and self-healing schemes in WSNs, D. Bein, Chapter 11 in Guide to Wireless Sensor Networks, S. Misra, I. Woungang, and S. C. Misra (Eds), Springer, series Computer Communications and Networks, DOI 10.1007/978-1-84882-218-4 11, Springer-Verlag (London), pages 293-308, 2009

Journal Publications

22.S. P. Venkatesh and D. Bein, “Artificial Neural Network Based Performance prediction of Exergy and Energy Analysis of Gas Turbine Generator using Cycle-Tempo Software”, Journal of Electrical Systems, Vol 20, no 7s, 2024, DOI: https://doi.org/10.52783/jes.3763, available online at https://journal.esrgroups.org/jes/article/view/3763

  1. P. Ly, A. Verma, and D. Bein, “Skin Cancer Recognition with Novel Deep Learning Methodology on Mobile Platform”, International Journal of Computational Vision and Robotics, accepted
  2. J. Eapen, A. Verma, and D. Bein, “Improved big data stock index prediction using deep learning with CNN and GRU”, International Journal of Big Data Intelligence (2020) 7(4):202-210
  3. B. B. Madan, M. Banik and D. Bein, “Securing Unmanned Autonomous Systems from Cyber Threats”, Journal of Defense Modeling and Simulation, available online as of February 23, 2016 at https://journals.sagepub.com/doi/pdf/10.1177/1548512916628335
  4. Y. Wen, D. Bein, S. Phoha, “Dynamic Clustering of Multi-modal Sensor Networks in Urban Scenarios”, Information Fusion (2014) 15:130-140
  5. S. Phoha, G. Mallapragada, Y. Wen, D. Bein, and A. Ray, “Designing a Fusion-Driven Sensor Network to Selectively Track Mobile Targets,” Parallel Processing Letters (2012) 22(1), 15 pages
  6. D. Bein, H. Kakugawa, and T. Masuzawa, “Self-stabilising protocols on oriented chains with joins and leaves”, International Journal of Autonomous and Adaptive Communications Systems (IJAACS) (2012) 5(2):178-199
  7. Y. Yamauchi, D. Bein, T. Masuzawa, “Reliable Communication on Emulated Channels Resilient to Transient Faults”, International Journal of Foundations of Computer Science (IJFCS) (2011) 22(5):1099-1122
  8. D. Bein, Y. Wen, S. Phoha, B. B. Madan, A. Ray, “Distributed network control for mobile multi-modal wireless sensor networks,” Journal of Parallel and Distributed Computing (JPDC) (2011) 71(3):460-470
  9. D. Bein, A.K. Datta, and B.A. Sathyanarayanan, “Efficient Broadcasting in MANETs by Selective Forwarding”, Scalable Computing: Practice and Experience (2010) 11(1):43-52
  10. D. Bein and S.Q. Zheng, “An Effective Algorithm for Computing Energy-Efficient Broadcasting Trees in All-Wireless Networks”, Ad Hoc & Sensor Wireless Networks (2010), 10:253-265
  11. D. Bein and S.Q. Zheng, “Energy Efficient All-to-All Broadcast in All-Wireless Networks,” Information Sciences (2010) 180:1781-1792
  12. Y. Yamauchi, D. Bein, T. Masuzawa, L. Morales, and I. H. Sudborough, “Calibrating Embedded Protocols on Asynchronous Systems,” Information Sciences (2010) 180:1793-1801
  13. D. Bein, W. Bein, and P. Madiraju, “The Impact of Cloud Computing on Web 2.0”, Economy Informatics Journal (2009) 9(1):5-12
  14. W. Bein, D. Bein, and S. Malladi, “Fault Tolerant Coverage Models for Sensor Networks”, International Journal of Sensor Networks (2009) 5(4):199-209
  15. Y. Yamauchi, T. Masuzawa, and D. Bein, “Preserving the Fault-Containment of Ring Protocols Executed on Trees”, British Computer Journal (2009) 52(4):483-498
  16. D. Bein, A. K. Datta, L. L. Larmore, “Synchronization Algorithms on Oriented Chains”, Scientific Annals in Computer Science (2008) 18:13-34
  17. D. Bein, A. K. Datta, and S. Yellenki, “Cluster-Based Route Discovery Protocol”, Scalable Computing: Practice and Experience Journal, Special issue on Distributed Intelligent Systems (2008) 9(1):21-28
  18. D. Bein, A. K. Datta and M. H. Karaata, “An Optimal Snap-Stabilizing Multi-Wave Algorithm”, British Computer Journal (2007) 50(3):332-340
  19. D. Bein, A. K. Datta, and V. Villain, “Self-Stabilizing Local Routing in Ad Hoc Networks”, British Computer Journal (2007) 50(2):197-203
  20. D. Bein, V. Jolly, B. Kumar, and S. Latifi, “Reliability Modeling in Wireless Sensor Networks”, International Journal of Information Technology (2005) 11(2):1-8
  21. D. Bein, W. W. Bein, N. Brajkovska, and S. Latifi, “Optimal Embedding of Honeycomb Networks into Hypercubes”, Parallel Processing Letters (2004) 14(3&4):367-375

Refereed Conference/Workshop Papers

  1. D Bein, J. Huang, and S. Kurwadkar, “Instilling Software Development Skills to First and Second Year Computer Science Undergraduate Students Through Machine Learning and Data Science Projects”, Proceedings of HICE 2024
  2. D. Bein, J. Huang, and S. Kurwadkar, “Amplifying the Hybrid Research Experience to a Large Number of First and Second Year Computer Science Undergraduate Students”, Proceedings of HICE 2024
  3. D. Bein, J. Huang, and S. Kurwadkar, “Targeted Research Experiences for First and Second-Year Computer Science Undergraduate Students Through Application of Data Structure”, Proceedings of HICE 2024
  4. M. Nguyen, K. Sood, K. Avery, and D. Bein, “Deep Learning-based Super-Resolution on the Cloud: Focus on Face and Text Enhancement”, Proceedings of 2023 ICRCV
  5. J. Wu, D. Bein, J. Huang, and S. Kurwadkar, “ETL and ML Forecasting Modeling Process Automation System”, Proceedings of 2023 AHFE
  6. R. Gudipudi, S. Nguyen, D. Bein, and S. Kurwadkar, “Improving Internet Advertising Using Click – Through Rate Prediction”, Proceedings of 2023 AHFE
  7. C. Vielma, A. Verma, and D. Bein, “Sentiment Analysis with Novel GRU based Deep Learning Networks”, Proceedings of 2023 AIIoT
  8. S. Nguyen and D. Bein, “Data Science Analysis of Malicious Advertisements and Threat Detection Automation for Cybersecurity Progress”, Proceedings of 2023 CCWC
  9. Yu Bai, Doina Bein, Jidong Huang, Sudarshan Kurwadkar, “Hybrid and Virtual Summer Research Experience for First- and Second-Year Computer Science Undergraduate Students”, HICE 2023
  10. Prisha Puri, Sudarshan Kurwadkar, and Doina Bein, “Application of Clustering Approach for Risk Assessment of Drinking Water Facilities Worldwide”, IAHR 2022
  11. Sudarshan Kurwadkar, Jidong Huang, Doina Bein, and Antoinette Sherrise Linton, “Advancing Student Success Through Integrated Socio-Cultural and Academic Intervention Strategies”, ASEE 2022
  12. D. Bein, J. Huang, Y. Bai, S. T. Kurwadkar, and P. Reina, “Lessons Learned From the First-Year Enrichment Program for Engineering and Computer Science Students in the ASSURE-US Program”, available online at https://peer.asee.org/lessons-learned-from-the-first-year-enrichment-program-for-engineering-and-computer-science-students-in-the-assure-us-program
  13. R.R. Shetty, D. Bein, M.S. Nistor, and S. Pickl, “Semiotic Recognition System”, 2021 IEEE 11th Annual Computing and Communication Workshop and Conference (CCWC), 2021, pp. 0873-0877, doi: 10.1109/CCWC51732.2021.9376064.
  14. V. Maniyar, D. Bein, M.S. Nistor, and S. Pickl, “Drug Safety Intelligence and Automation”, 2021 IEEE 11th Annual Computing and Communication Workshop and Conference (CCWC), 2021, pp. 0585-0590, doi: 10.1109/CCWC51732.2021.9376004, Best presenter award
  15. J.V. Dirisam, D. Bein and A. Verma, “Predictive Analytics of Donors in Crowdfunding Platforms: A Case Study on Donorschoose.org”, 2021 IEEE 11th Annual Computing and Communication Workshop and Conference (CCWC), 2021, pp. 0834-0838, doi: 10.1109/CCWC51732.2021.9376094, Best presenter award
  16. X. Suo, O. Glebova, D. Liu, A. Lazar, and D. Bein, “A Survey of Teaching PDC Content in Undergraduate Curriculum”, 2021 IEEE 11th Annual Computing and Communication Workshop and Conference (CCWC), 2021, pp. 1306-1312, doi: 10.1109/CCWC51732.2021.9376037.
  17. A. Ramesh, S.P. Nagisetti, N. Sridhar, K. Avery, and D. Bein, “Station-Level Demand Prediction for Bike-Sharing System”, 2021 IEEE 11th Annual Computing and Communication Workshop and Conference (CCWC), 2021, pp. 0916-0921, doi: 10.1109/CCWC51732.2021.9375958.
  18. J. Huang, S. T Kurwadkar, D. Bein, Y. Bai, and S. Mayoral, “Improving STEM Education for Lower-division College Students at HSI by Utilizing Relevant Sociocultural and Academic Experiences: First Year Results from ASSURE-US Project “, ASEE 2020, available online at https://strategy.asee.org/improving-stem-education-for-lower-division-college-students-at-hsi-by-utilizing-relevant-sociocultural-and-academic-experiences-first-year-results-from-assure-us-project
  19. R. Jhangiani, A. Verma, D. Bein, “Machine Learning Pipeline for Fraud Detection and Prevention in E-Commerce Transactions”, 2019 IEEE 10th Annual Ubiquitous Computing, Electronics & Mobile Communication Conference (UEMCON), 2019, pp. 0135-0140, doi: 10.1109/UEMCON47517.2019.8992993.
  20. N. Rale, R. Solanki, D. Bein, J. Andro-Vasko, W. Bein, “Prediction of Crop Cultivation”, 2019 IEEE 9th Annual Computing and Communication Workshop and Conference (CCWC), 2019, pp. 0227-0232, doi: 10.1109/CCWC.2019.8666445, Best presenter award
  21. S. Solanki, R. H. Ravilla, D. Bein, “Study of Distributed Framework Hadoop and Overview of Machine Learning using Apache Mahout”, 2019 IEEE 9th Annual Computing and Communication Workshop and Conference (CCWC), 2019, pp. 0252-0257, doi: 10.1109/CCWC.2019.8666529.
  22. A. Jeerige, D. Bein, and A. Verma, “Comparison of Deep Reinforcement Learning Approaches for Intelligent Game Playing”, 2019 IEEE 9th Annual Computing and Communication Workshop and Conference (CCWC), 2019, pp. 0366-0371, doi: 10.1109/CCWC.2019.8666545.
  23. J. Eapen, D. Bein, and A. Verma, “Novel Deep Learning Model with CNN and Bi-Directional LSTM for Improved Stock Market Index Prediction”, 2019 IEEE 9th Annual Computing and Communication Workshop and Conference (CCWC), 2019, pp. 0264-0270, doi: 10.1109/CCWC.2019.8666592.
  24. T. Abrahams and D. Bein, “Analyzing Beauty by Building Custom Profiles Using Machine Learning”, 2019 IEEE 9th Annual Computing and Communication Workshop and Conference (CCWC), 2019, pp. 0372-0376, doi: 10.1109/CCWC.2019.8666528.
  25. P. Ly, D. Bein, and A. Verma, “New Compact Deep Learning Model for Skin Cancer Recognition’, 2018 9th IEEE Annual Ubiquitous Computing, Electronics & Mobile Communication Conference (UEMCON), 2018, pp. 255-261, doi: 10.1109/UEMCON.2018.8796628, Best paper award
  26. Stefan Pickl, Sorin Nistor, Constantin Gaindric, Svetlana Cojocaru, Iulian Secrieru, Olga Popcova, Doina Bein, Diana Cimpoesu, “Concept of Decision Support Framework for Management of Mass Casualty Situations at Collections Points”, 2018 MFOI
  27. N. Ang, D. Bein, D. Dao, L. Sanchez, J. Tran, and N. Vurdien, “Emotional Prosody Analysis on Human Voices”, 2018 IEEE CCWC
  28. J. Ligon, D. Bein, P. Ly, B. Onesto, “3D Point Cloud Processing Using Spin Images for Object Detection”, 2018 IEEE CCWC
  29. V. Ramappa and D. Bein, “MusiqGlobe.fm using MEAN Stack”, 2018 IEEE CCWC
  30. N. Pandey and D. Bein,” Web Application for Social Networking using RTC”, 2018 IEEE CCWC
  31. N. Nguyen, and D. Bein, “Distributed MPI Cluster with Docker Swarm Mode”, Proceedings of 7th IEEE Annual Computing and Communication Workshop and Conference (IEEE CCWC 2017), pages 447-453, 2017, Best Paper Award, Distributed Systems track
  32. S. Ricardo, D. Bein and A. Panangadan, “Low-Cost, Real-Time Obstacle Avoidance for Mobile Robots”, ”, Proceedings of 7th IEEE Annual Computing and Communication Workshop and Conference (IEEE CCWC 2017), pages 788-794, 2017.
  33. B. Madan, M. Banik, B.C Wu, and D. Bein, “Intrusion Tolerant Multi-Cloud Distributed Storage “, Proceedings of IEEE SmartCloud 2016, November 18-20, 2016, New York City
  34. D. Bein and B. Madan, “Reducing the Data Communication Delay in Wireless Sensor Networks”, Proceedings of 2016 IEEE 12th International Conference on Intelligent Computer Communication and Processing, pages 361-368, Sept 8 - 10, 2016, Cluj-Napoca, Romania
  35. B. Madan and D. Bein, “Optimal Maximum Likelihood Estimates of Data Fusion in a Distributed Network of Sensors”, Proceedings of 2016 IEEE 12th International Conference on Intelligent Computer Communication and Processing, pages 369-375, Sept 8 - 10, 2016, Cluj-Napoca, Romania
  36. W. Bein, B. Madan, D. Bein, and D. Nyknahad, “Algorithmic Approaches for a Dependable Smart Grid”, Proceedings of 13th International Conference on Information Technology : New Generations (ITNG 2016), Springer, Volume 448 of the series Advances in Intelligent Systems and Computing, pages 677-687
  37. M. S. Nistor, D. Bein, W. Bein, M. Dehmer, and S. Pickl, “Time-Based Estimation of Vulnerable Points in the Munich Subway Network”, Post-conference proceedings of the International Conference on Operations Research (OR 2015), accepted on March 14, 2016, to be published by Springer-Verlag
  38. B. B. Madan, D. Bein, “MOE Quantification of Missions Using Sensor Data Driven Graph Similarity Measures”, 47th Annual Simulation Symposium (ANSS), Spring Simulation Multi-conference 2015, April 12-15, 2015, Alexandria, VA
  39. D. Bein, W. Bein, A. Karki, B.B. Madan, “Optimizing Border Patrol Operations Using Unmanned Aerial Vehicles”, 12th International Conference on Information Technology: New Generations (ITNG 2015), IEEE, pages 479-484
  40. D. Bein, B.B. Madan, S. Phoha, S. Rajtmajer, and A. Rish, “Dynamic Data-driven Sensor Network Adaptation for Border Control”, SPIE Defense Security and Sensing, April 29-May 3, 2013, vol. 8711.
  41. M. Jones, D. Bein, B. Madan and S. Phoha, “Increasing the Network Capacity for Multi-modal Multi-hop WSNs through Unsupervised Data Rate Adjustment,” Intelligent Distributed Computing Conference (IDC 2011), October 5-7, 2011, Delft, Netherlands, F.M.T. Brazier et al. (Eds.), Springer-Verlag, Studies in Computational Intelligence, vol. 382, pp. 183-193.
  42. D. Bein, W. Bein and S. Venigella, “Cloud Storage and Online Bin Packing,” Intelligent Distributed Computing Conference (IDC 2011), October 5-7, 2011, Delft, Netherlands, F.M.T. Brazier et al. (Eds.), Springer-Verlag, Studies in Computational Intelligence, vol. 382, pp. 63-68.
  43. D. Bein and S.Q. Zheng, “A New Model for Energy-Efficient All-Wireless Networks,” Intelligent Distributed Computing Conference (IDC 2011), October 5-7, 2011, Delft, Netherlands, F.M.T. Brazier et al. (Eds.), Springer-Verlag, Studies in Computational Intelligence, vol. 382, pp. 171-181.
  44. Y. Yamauchi, T. Masuzawa and D. Bein, “Adaptive Containment of Time-Bounded Byzantine Faults”, 12th International Symposium on Stabilization, Safety, and Security of Distributed Systems (SSS), September 20-22, 2010, New York City, NY.
  45. B.B. Madan, B.C. Wu, S. Phoha, and D. Bein, “Modeling and Simulation of Failure Tolerance in Scale Free Networks”, Winter Simulation Conference, Baltimore, MD, December 2010.
  46. G. Mallapragada, Y. Wen, S. Phoha, D. Bein and A. Ray, “Tracking Mobile Targets using Wireless Sensor Networks”, 7th International Conference on Information Technology: New Generations, April 12-14, 2010, Las Vegas, Nevada, USA.
  47. Y. Wen, D. Bein and S. Phoha, “Middleware for Heterogeneous Sensor Networks in Urban Scenarios”, 7th International Conference on Information Technology: New Generations, April 12-14, 2010, Las Vegas, Nevada, USA.
  48. D. Bein, W. Bein and S. Phoha, “Efficient Data Centers, Cloud Computing in the Future of Distributed Computing”, 7th International Conference on Information Technology: New Generations, April 12-14, 2010, Las Vegas, Nevada, USA.
  49. B. Chitturi, D. Bein, and N. Grishin, “Complete Enumeration of Compact Structural Motifs in Proteins”, ACM First International Symposium on Bio Computing (ISB 2010), February 15-17, 2010, Calicut, Kerala, India.
  50. D. Bein, T. Masuzawa, and Y. Yamauchi, “Reliable Communication on Emulated Channels Resilient to Transient Faults”, Second International Workshop on Reliability, Availability, and Security (WRAS 2009), Hiroshima, Japan, December 2009, pp. 366-371.
  51. D. Bein, A.K. Datta, and B.A. Sathyanarayanan, “Efficient Broadcasting by Selective Forwarding”, International Symposium on Intelligent Distributed Computing (IDC 09), October 13-14, 2009, Ayia Napa, Cyprus, Springer-Verlag Berlin, Studies in Computational Intelligence, vol. 237, pp. 43-52.
  52. D. Bein, W. Bein, and P. Madiraju, “Cloud Computing and the Future of Web”, Ninth International Conference on Informatics in Economy (IE), Bucharest, Romania, May 7-8, 2009.
  53. D. Bein, A.K. Datta, P. Sajja, and S.Q. Zheng, “Impact of Variable Transmission Range in All- Wireless Networks”, 42nd Hawaii International Conference in System Sciences (HICSS), January 5-8, Waikoloa, Hawaii, 2009, pp. 1-10.
  54. D. Bein, A.K. Datta, and L.L. Larmore, “Local Synchronization on Oriented Rings”, 10th International Symposium on Stabilization, Safety, and Security of Distributed Systems (SSS), Detroit, Michigan, November 21-23, 2008, Springer-Verlag, LNCS 5340, pp. 141-155.
  55. Y. Yamauchi, D. Bein. and T. Masuzawa, “Minimizing the Message Complexity on Embedded Protocols” (poster), 10th International Symposium on Stabilization, Safety, and Security of Distributed Systems (SSS), Detroit, Michigan, November 21-23, 2008.
  56. D. Bein and S.Q. Zheng, “Approximating All-to-all Broadcast in Wireless Networks”, International Symposium on Intelligent Distributed Computing (IDC), Catania, Italy, September 18-19, 2008, pp. 65-74.
  57. Y. Yamauchi, D. Bein, T. Masuzawa, L. Morales, and H.I. Sudborough, “Calibrating an Embedded Protocol on an Asynchronous System”, International Symposium on Intelligent Distributed Computing (IDC), Catania, Italy, September 18-19, 2008, pp. 227-236.
  58. D. Bein, A.K. Datta, and L.L. Larmore, “Self-stabilizing Synchronization Algorithms on Oriented Chains”, IEEE 4th International Conference on Intelligent Computer Communication and Processing (ICCP), Cluj-Napoca, Romania, August 28-30, 2008, pp. 303-306.
  59. D. Bein and W. Bein, “Wireless Communication in Ubiquitous Environments, an Easy Target to Attacks”, 7th International Conference on Networking in Education and Research (RoEduNet), Cluj-Napoca, Romania, August 28-30, 2008, UT Press, ISBN 978-973-662-393-6, pp. 17-20.
  60. D. Bein and S.Q. Zheng, “An effective algorithm for computing energy-efficient broadcasting trees in all-wireless networks”, Workshop on Wireless Ad Hoc and Sensor Networks (WWASN), Beijing, China, June 20, 2008, pp. 273-278.
  61. D. Bein, A.K. Datta, and L.L. Larmore, “Self-stabilizing algorithms for sorting and heapification”, IEEE International Parallel & Distributed Processing Symposium (IPDPS), Miami, Florida, April 14-17, 2008, pp. 1-12.
  62. Y. Yamauchi, T. Masuzawa, and D. Bein, “Ring embedding preserving the fault-containment”, Proceedings of the 7th International Conference on Applications and Principles of Information Science (APIS), 2008, pp. 43-46.
  63. D. Bein, “Fault-tolerant k-fold Pivot Routing in Wireless Sensor Networks”, Proceedings of the 41st Hawaii International Conference in System Sciences (HICSS), Waikoloa, Hawaii, January 7-10, 2008, IEEE Computer Press, pp. 245, Best Paper Award, Software Technology track.
  64. D. Bein, W. Bein, Z. Meng, L. Morales, C. Shields Jr., and H.I. Sudborough, “Clustering and the biclique partition problem”, Proceedings of the 41st Hawaii International Conference in System Sciences (HICSS), Waikoloa, Hawaii, January 7-10, 2008, IEEE Computer Press, pp. 235.
  65. D. Bein, W. Bein, and K. Adusumilli, “A Genetic Algorithm for the Two Machine Flow Shop Problem”, Proceedings of the 41st Hawaii International Conference in System Sciences (HICSS), Waikoloa, Hawaii, January 7-10, 2008, IEEE Computer Press, pp. 33.
  66. D. Bein, A.K. Datta, and S. Yellenki, “Cluster-Based Route Discovery Protocol”, First International Symposium on Intelligent and Distributed Computing (IDC), Craiova, Romania, October 18-20, 2007, Springer Verlag, Studies in Computational Intelligence, vol. 78, pp. 53-62.
  67. D. Bein, V. Jolly, and L. Morales, “Location Management and Cost Planning for Personal Communication Systems”, Fourth IFAC Conference on Management and Control of Production and Logistics (IFAC MCPL), September 27-30, 2007, ISBN 978-973-739-481-1, pp. 683-688.
  68. D. Bein, W. Bein, M. Brut, and A.M. Cazacu, “Why is hard to patent an invention”, Eighth International Conference on Informatics in Economy (IE), Bucharest, Romania, May 17-18, 2007, ASE Printing House, pp. 133-138, ISBN 978-973-594-921-1
  69. D. Bein, A.K. Datta, and L.L. Larmore, “On Self-Stabilizing Search Trees”, 20th International Symposium on Distributed Computing (DISC), Stockholm, Sweden, September 18-20, 2006, Springer Verlag, Lecture Notes in Computer Science, vol. 4167, pp. 76-89.
  70. D. Bein, A.K. Datta, and L.L. Larmore, “Self-Stabilizing Space Optimal Synchronization Algorithms on Trees”, 13th Colloquium on Structural Information and Communication Complexity (SIROCCO), Chester, UK, July 3-5, 2006, pp. 334-348.
  71. D. Bein, W. Bein, V. Jolly, and S. Latifi, “Web Spoofing and phishing attacks on the Internet”, 5th International Conference on Networking in Education and Research (RoEduNet), Sibiu, Romania, June 1-3, 2006, Remus Brad (Ed.), Lucian Blaga University Press, ISBN (10) 973-739-277-9, pp. 106-109.
  72. V. Jolly and D. Bein, “Optical Network Evolution - SONET & DWDM”, 5th International Conference on Networking in Education and Research (RoEduNet), Sibiu, Romania, June 1-3, 2006, Remus Brad (Ed.), Lucian Blaga University Press, ISBN (10) 973-739-277-9, pp. 162-165.
  73. D. Bein, A.K. Datta, and V. Villain, “Self-Stabilizing Pivot Interval Routing in General Networks”, International Symposium on Parallel Architectures, Algorithms, and Networks (ISPAN), Las Vegas, Nevada, December 7-9, 2005, pp. 282-287. Acceptance rate: 33%.
  74. D. Bein, A.K. Datta, C. Jagganagari, and V. Villain, “A Self-stabilizing Link-Cluster Algorithm in Mobile Ad Hoc Networks”, International Symposium on Parallel Architectures, Algorithms, and Networks (ISPAN), Las Vegas, Nevada, December 7-9, 2005, pp. 436-441.
  75. D. Bein, A.K. Datta, and V. Villain, “Snap-stabilizing Optimal Binary Search Tree”, Seventh International Symposium on Self Stabilizing Systems (SSS), Barcelona, Spain, October 26-27, 2005, pp. 1-17.
  76. D. Bein, A.K. Datta, and V. Villain, “Self-stabilizing optimal local routing in ad hoc networks”, Third International Workshop on Mobile and Distributed Systems (MDC), June 10, 2005, Proceedings of the ICDCS Workshops, vol. 6, pp. 564-570.
  77. D. Bein, A.K. Datta, M.H. Karaata, and S. Zaman, “An Optimal Snap-Stabilizing Multi-Wave Algorithm”, Fourth International Workshop on Assurance in Distributed Systems and Networks (ADSN), June 6, 2005, Proceedings of ICDCS Workshops, vol. 6, pp. 35-41.
  78. D. Bein, A.K. Datta, M.H. Karaata, and S. Zaman, “Snap-Stabilizing k-Wave Synchronizer for Rooted Tree”, International Conference on Computational Science (ICCS), Atlanta, Georgia, May 22-25, 2005, vol. 1, pp. 560-567.
  79. D. Bein, W. Bein, and S. Malladi, “Fault Tolerant Coverage Model for Sensor Networks”, International Conference on Computational Science (ICCS), Atlanta, Georgia, May 22-25, 2005, vol. 2, pp. 535-542.
  80. D. Bein and A.K. Datta, “A Self-Stabilizing Directed Diffusion Protocol for Sensor Networks”, Mobile and Wireless Networks Workshop (MWN), Montreal, Canada, August 15, 2004, Proceedings of the 2004 ICPP Workshops, IEEE Computer Society, pp. 69-76.
  81. D. Bein, B. Kumar, V. Jolly, and S. Latifi, “On Reliability Concerns in Wireless Sensor Networks”, International Conference on Parallel and Distributed Processing Techniques and Applications (PDPTA), Las Vegas, Nevada, June 21-24, 2004, CSREA Press, vol. 3, pp. 1043-1048.
  82. D. Bein and A.K. Datta, “Self-Stabilizing Directed Diffusion Protocol in Sensor Networks”, International Conference on Computational Science (ICCS), Krakow, Poland, June 6-9, 2004, Springer- Verlag, Lecture Notes in Computer Science (LNCS), vol. 3039, pp. 1233-1240.
  83. D. Bein, A.K. Datta, V. Jolly, and S. Latifi, “Bluetooth, the Tool for a Seamless Internet?”, 3rd Annual International Conference on Networking in Education and Research (RoEduNet), Timisoara, Romania, May 27-28, 2004, Transactions on Automatic Control and Computer Science, volume 49(63), pp. 15-28.
  84. D. Bein, W. Bein, V. Jolly, and S. Latifi, “Privacy and Security on Internet: Virtual Private Networks”, 3rd Annual International Conference on Networking in Education and Research (RoEduNet), Timisoara, Romania, May 27-28, 2004, Transactions on Automatic Control and Computer Science, volume 49(63), pp. 39-42.
  85. D. Bein, N. Brajkovska, and S. Latifi, “Embedding of Honeycomb Mesh Networks into Hyper- cubes”, International Conference on Parallel and Distributed Processing Techniques and Applications (PDPTA), Las Vegas, Nevada, June 23-26, 2003, CSREA Press, vol. 2, pp. 871-876.
  86. D. Bein and A.K. Datta, “Anonymators: Privacy and Security on the Internet”, 2nd Annual International Conference on Networking in Education and Research (RoEduNet), Iasi, Romania, June 5-6, 2003, pp. 10-14.
  87. D. Bein, A.K. Datta, and V. Villain, “Self-Stabilizing Routing Protocol for General Networks”, 2nd Annual International Conference on Networking in Education and Research (RoEduNet), Iasi, Romania, June 5-6, 2003, pp. 15-22.

Grants

(CSUF) PI for Scott-Jewett grant “Amplify Equitable Learning in Lower-division Computing Courses to Underserved ECS Students (ACCESS)” (September 2023-July 2025), amount $149,800; co-PI Dr. Yu Bai and Dr. Jidong Huang

(CSUF) PI for the state grant “Paving Educational Pathways for Careers in Computing HS→GW→CSUF” (January 2023 – November 2024), Orange County Department of Education, amount $211,000; co-PI Ms. Beth Harnick-Shapiro and Dr. Atul Teckchandani

(CSUF) PI for the grant “Women in Computer Science Inclusive Excellence - CSUF Pathways, Pipeline, Practice (P-Cubed)” (March 2021-Aug 2024), Northeastern University, amount $650,000; co-PI Ms. Beth Harnick-Shapiro

(CSUF) One of the five leading PIs for the grant “Management of Mass Casualty via an Artificial Intelligence Based System” (April 2021-March 2023), NATO, amount 299,800 Euro; a five-country collaboration with universities or research institutions in Croatia, Germany, Moldova, and Romania

(CSUF) PI for Graduation Initiative 2025 CSUF internal grant “Interactive Teaching Using Flipped Classroom and Collaborative Assessment”, amount $9500; co-PI Sandra Boulanger

(CSUF) Co-PI for the grant “Building Capacity: Advancing Student Success in Undergraduate Engineering and Computer Science” (ASSURE-US) (October 2018 to September 2023), National Science Foundation, amount $1,496,967; PI Dr. Sudarshan Kurwadkar, other co-PI: Dr. Jidong Huang, Dr. Antoinette Linton, Dr. Salvador Mayoral

(CSUF) PI for the grant “FY 2017 Summer Undergraduate Research Fellowship CTL” (April-August 2017), PM: Nuria Martinez, National Institute of Standards And Technology, amount $9636

(CSUF) PI for the grant “Environmental-aware Situation Assessment of Cognitive Autonomous Systems” (2016-2018), PC: Katie A. H. Wisecarver, Air Force Office of Scientific Research, total amount $85,326

(Penn State) co-PI for the grant “Dynamic Data Driven Machine Perception and Learning for Border Control” (2012-2017), PM: Dr. F. Darema, Air Force Office of Scientific Research, total amount $1,068,215