Publications

[I normally publish using my formal name, John Vincent Monaco]

Journal articles:
  • John V. Monaco, Malka Gorfine, Li Hsu. General Semiparametric Shared Frailty Model Estimation and Simulation with frailtySurv. To appear in Journal of Statistical Software (JSS), 2018. [pdf]
  • John V. Monaco, Manuel M. Vindiola. Factoring Integers with a Brain-Inspired Computer. IEEE Transactions on Circuits and Systems I (TCAS-I), 2017. [pdf]
  • John V Monaco, Charles C Tappert. The Partially Observable Hidden Markov Model with Application to Keystroke Biometrics. Pattern Recognition, 2017. [pdf]
  • Jenny S Li, Li-Chiou Chen, John V Monaco, Pranjal Singh, Charles C Tappert. A comparison of classifiers and features for authorship authentication of social networking messages. Concurrency and Computation: Practice and Experience, 2016. [pdf]
  • John V MonacoRobust Keystroke Biometric Anomaly Detection. arXiv preprint arXiv:1606.09075, 2016. [pdf]
  • Md Liakat Ali, John V Monaco, Charles C Tappert, Meikang Qiu. Keystroke Biometric Systems for User Authentication. Journal of Signal Processing Systems, 2016. [pdf]
  • Gonzalo Perez, John V Monaco, Charles C Tappert, Li-Chiou Chen. Cybersecurity outreach for underrepresented minority students. National Cybersecurity Institute Journal, 2015. [pdf]
  • Jonathan Leet, John Gibbons, Charles Tappert, Vinnie MonacoUsing a predefined passphrase to evaluate a speaker verification system. Artificial Intelligence Research, 2015. [pdf]
  • Lohit Jain, John V Monaco, Michael J Coakley, Charles C Tappert. Passcode Keystroke Biometric Performance on Smartphone Touchscreens is Superior to that on Hardware Keyboards. International Journal of Research in Computer Applications & Information Technology, 2014. [pdf]
Conference proceedings:
  • Md Liakat Ali, John V. Monaco, Charles C. Tappert. Keystroke Biometric studies with Hiden Markov Model and Its Extension on Short Fixed-Text Input. Proc. 8th IEEE Annual Ubiquitous Computing, Electronics & Mobile Communication Conference (UEMCON), 2017. [pdf]
  • John V Monaco, Manuel M Vindiola. Integer Factorization with a Neuromorphic Sieve. International Symposium on Circuits and Systems (ISCAS), 2017. [pdf] (Best Paper Award)
  • Bryan P. Dawson, Jamie K. Infantolino, Manuel M. Vindiola, John V MonacoTightly Integrated Deep Learning and Symbolic Programming on a Single Neuromorphic Chip. International Symposium on Circuits and Systems (ISCAS), 2017. [pdf]
  • John V Monaco, Manuel M Vindiola. Crossing Domains with the Inductive Transfer Encoder: Case Study in Keystroke Biometrics. Biometrics: Theory, Applications and Systems (BTAS), 2016. [pdf]
  • Aythami Morales, Julian Fierrez, Marta Gomez-Barrero, Javier Ortega-Garcia, Roberto Daza, John V Monaco, Jugurta Montalvão, Jânio Canuto, Anjith George. KBOC: Keystroke Biometrics OnGoing Competition. Biometrics: Theory, Applications and Systems (BTAS), 2016. [pdf]
  • Michael J Coakley, John V Monaco, Charles C. Tappert. Keystroke Biometric Studies with Short Numeric Input on Smartphones. Biometrics: Theory, Applications and Systems (BTAS), 2016. [pdf]
  • John V Monaco, Charles C Tappert. Obfuscating Keystroke Time Intervals to Avoid Identification and Impersonation. International Conference on Biometrics (ICB), 2016. [pdf]
  • Charles C Tappert, Andreea Cotoranu, John V MonacoA Real-World-Projects Capstone Course in Computing: A 15-year Experience. Conference on Information Systems and Computing Education (EDSIG), 2015. [pdf]
  • Md Liakat Ali, Charles C. Tappert, Meikang Qiu, John V MonacoAuthentication and identification methods used in keystroke biometric systems. IEEE International Symposium on Big Data Security on Cloud, 2015. [pdf][slides]
  • John V Monaco, Md Liakat Ali, Charles C Tappert. Spoofing key-press latencies with a generative keystroke dynamics model. Biometrics: Theory, Applications and Systems (BTAS), 2015. [pdf][slides][video]
  • John V Monaco, Gonzalo Perez, Charles C Tappert, Patrick Bours, Soumik Mondal, Sudalai Rajkumar, Aythami Morales, Julian Fierrez, Javier Ortega-Garcia. One-handed Keystroke Biometric Identification Competition. International Conference on Biometrics (ICB), 2015. [pdf][poster][website]
  • John V MonacoIdentifying Bitcoin Users by Transaction Behavior. SPIE Defense, Security, and Sensing (SPIE DSS), 2015. [pdf][slides]
  • John V MonacoClassification and Authentication of One-dimensional Behavioral Biometrics. International Joint Conference on Biometrics (IJCB), 2014. [pdf] [poster][code]
  • Jenny S Li, John V Monaco, Li-Chiou Chen, Charles C Tappert. Authorship Authentication Using Short Messages from Social Networking Sites. IEEE International Conference on e-Business Engineering (ICEBE), 2014. [pdf]
  • Steve Kim, Sung-Hyuk Cha, John V Monaco, Charles C Tappert. A Correlation Method for Handling Infrequent Data in Keystroke Biometric Systems. International Workshop on Biometrics and Forensics (IWBF), 2014. [pdf]
  • John V Monaco, Ned Bakelman, Sung-Hyuk Cha, Charles C Tappert. Recent Advances in the Development of a Long-Text-Input Keystroke Biometric Authentication System for Arbitrary Text Input. European Intelligence and Security Informatics Conference (EISIC), 2013. [pdf]
  • Ned Bakelman, John V Monaco, Sung-Hyuk Cha, Charles C Tappert. Keystroke Biometric Studies on Password and Numeric Keypad Input. European Intelligence and Security Informatics Conference (EISIC), 2013. [pdf]
  • John V Monaco, John C Stewart, Sung-Hyuk Cha, Charles C Tappert. Behavioral Biometric Verification of Student Identity in Online Course Assessment and Authentication of Authors in Literary Works. Biometrics: Theory, Applications and Systems (BTAS), 2013. [pdf]
  • John V Monaco, Ned Bakelman, Sung-Hyuk Cha, Charles C Tappert. Developing a keystroke biometric system for continual authentication of computer users. European Intelligence and Security Informatics Conference (EISIC), 2012. [pdf]
  • D Paul Benjamin, John V Monaco, Yixia Lin, Christopher Funk, Damian Lyons. Using a virtual world for robot planning. SPIE Defense, Security, and Sensing (SPIE DSS), 2012. [pdf]
  • John C Stewart, John V Monaco, Sung-Hyuk Cha, Charles C Tappert. An investigation of keystroke and stylometry traits for authenticating online test takersInternational Joint Conference on Biometrics (IJCB), 2011. [pdf]
  • D Paul Benjamin, John V Monaco, Yixia Lin, Damian M Lyons. Comprehension and prediction of astronaut dynamics. IEEE Aerospace Conference, 2011. [pdf]
  • Damian M Lyons, Sirhan Chaudhry, Marius Agica, John V MonacoIntegrating perception and problem solving to predict complex object behaviours. SPIE Defense, Security, and Sensing (SPIE DSS), 2010. [pdf]
Thesis
  • John V MonacoTime intervals as a Behavioral Biometric. Seidenberg School of CSIS, Pace University, 2015. [pdf][slides][proposal]