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Publications

2019

  • Ketki Joshi, Karuna P. Joshi, and Sudip Mittal, “A Semantic Approach for Automating Knowledge in Policies of Cyber Insurance Services“, in Proceedings of IEEE International Conference on Web Services (IEEE ICWS 2019), July 2019.
  • Karuna P. Joshi and Agniva Banerjee, “Automating Privacy Compliance Using Policy Integrated Blockchain” Special Issue on Advances of Blockchain Technology and Its Applications, Cryptography 2019, 3(1), 7; MDPI .      [Journal]
  • Velusamy Kaushik, Prathapan S, Halem M. Exploring the Behavior of Coherent Accelerator Processor Interface (CAPI) on IBM Power8+ Architecture and FlashSystem 900, International Workshop on OpenPOWER for HPC (IWOPH’19)
  • Ayanzadeh, Ramin, Milton Halem, and Tim Finin. “SAT-based Compressive Sensing.” (Submitted to the NeurIPS 2019) arXiv preprint arXiv:1903.03650 (2019).
  • Ayanzadeh, Ramin, Seyedahmad Mousavi, Milton Halem, and Tim Finin. “Quantum Annealing Based Binary Compressive Sensing with Matrix Uncertainty.” arXiv preprint arXiv:1901.00088 (2019).
  • Velusamy Kaushik, Thomas B Rolinger, Janice McMahon and Tyler Simon Exploring Parallel Bitonic Sort on Migratory Thread Architecture.
  • Irena Bojanova, Yaacov Yesha, Paul E. Black, Yan Wu, Information Exposure (IEX) A New Class in the Bugs Framework (BF), accepted to the Proceedings of the IEEE 43rd Annual Computer Software and Applications Conference, 2019
  • Ayanzadeh R.,  M. Halem, T. Finin, “SAT-based Compressive Sensing”, Neural Information Processing Systems Dec. 2019, Vancouver CA. (Submitted)
  • Ayanzadeh R., S. Mousavi, M. Halem and T. Finin, “Quantum Annealing Based Binary Compressive  Sensing  with Matrix Uncertainty” arXiv:1901.00088  Jan. 2019
  • Dashtestani H., R.Zaragoza, R. Kermanian, K.M. Knutson, M. Halem, A. Casey, N.S. Karamzadeh, A.A. Anderson, A.C. Boccara, A. Gandibakhche, “ The Role of Prefrontal cortex in a Moral
  • Dashtestani, H., R. Zaragoza, H. Pirsiavash, K. M. Knutson, R. Kermanian, J. Cui, J D. Harrison Jr, M. Halem, , A. Casey, N.S. Karamzadeh, A.A. Anderson, A.C. Boccara,  A. Gandjbakhche, “Canonical correlation analysis of brain prefrontal activity measured by functional near infrared spectroscopy during a moral judgement task” Jnl Behavioral Brain Research  Feb. 2019 Vol. 359 pg. 73-80
  • Dorband J. E.    “Applying Multi-qubit Correction to Frustrated Cluster Loops on an Adiabatic Quantum Computer.” arXiv preprint arXiv:1902.05827 (2019).
  • Halem M.,  H. Vashsista, “ A New Machine Learning Approach for NWP Data Assimilation” NOAA AOML Research Symposium,  University of Miami Rosenstiel School, Miami Fl, Feb. 2019
  • Nguyen P., M. Halem, “Deep Learning Models for Predicting CO2 Flux Employing Multivariate Time Series”  IEEE International Conference on Big Data, Dec. 2019,  Anchorage, AL. (Submitted)
  • Prathapan S., N. Golpayegani, B. Wyatt, M. Halem, J. Dorband, J. Trantham, C. Markey, “Active Storage Cluster for Big Data Processing” IEEE Cluster 2019 Sept. 2019, Albuquerque, NM  (Submitted)
  • Ziaei D., T. Blattner, Ya. Yesha, M. Halem, “Training A Deep Convolutional Neural Network for Large High Resolution Biomedical Stem Cell Image Segmentation” IEEE International Conference on Big Data, Dec. 2019,  Anchorage, AL. (Submitted).
  • Ziaei D., D. Chapman, M. Halem, “Adapted Ensemble of Deep Learning for Empirical Study of Bias-Variance Trade off ” IEEE Conference on Machine Learning and Applications, Dec. 2019 Boca Raton, FL.  (Submitted)
  • Ziaei D., T. Blattner, D. Chapman, M.Halem,” Deep Learning Models for the Segmentation of Fluorescent Microscopy Images of Stem Cell Colonies” IEEE International Conference on Data Science Advanced Analytics, Oct. 2019 Washington DC (Submitted)

2018

  • Lavanya Elluri, Ankur Nagar, and Karuna P. Joshi, “An Integrated Knowledge Graph to Automate GDPR and PCI DSS Compliance“, In Proceedings of IEEE International Conference on Big Data 2018, December 2018
  • Lavanya Elluri and Karuna P. Joshi, “A Knowledge Representation of Cloud Data controls for EU GDPR Compliance“, InProceedings, 11th IEEE International Conference on Cloud Computing (CLOUD), July 2018.
  • Ankur Nagar and Karuna P. Joshi, “A Semantically Rich Knowledge Representation of PCI DSS for Cloud Services“, In Proceedings of 6th International IBM Cloud Academy Conference ICACON 2018, Japan
  • Ayanzadeh, Ramin, Milton Halem, and Tim Finin. “Solving Hard SAT Instances with Adiabatic Quantum Computers.” In AGU Fall Meeting Abstracts. 2018.
  • Ayanzadeh, Ramin. “Quantum Artificial Intelligence for Natural Language Processing Applications.” In Proceedings of the 49th ACM Technical Symposium on Computer Science Education, pp. 273-273. ACM, 2018
  • Prathapan, S., N. Golpayegani, B. Wyatt, M. Halem, J. E. Dorband, J. D. Trantham, and C. A. Markey. “In-Storage Processing of MODIS data using Active Disk Devices.” In AGU Fall Meeting Abstracts. 2018.
  • Irena Bojanova, Yaacov Yesha, Paul E. Black, Randomness Classes in Bugs Framework (BF): True-Random Number Bugs (TRN) and Pseudo-Random Number Bugs (PRN), Proceedings of IEEE 42nd Annual Computer Software and Applications Conference (COMPSAC), 2018.
  • Dashtestani H., R.Zaragoza, R. Kermanian, K.M. Knutson, M. Halem, A. Casey, N.S. Karamzadeh, A.A. Anderson, A.C. Boccara, A. Gandibakhche, “ The Role of Prefrontal cortex in a Moral Judgement Task Using Functional Near-Infrared Spectroscopy.” Journal of Brain and Behavior, Wiley, Sept. 2018 Vol.8 pg. 1116
  • Dorband J. E.    “Extending the d-wave with support for higher precision coefficients.”arXiv preprint arXiv:1807.05244(2018).
  • Dorband J. E.    “A method of finding a lower energy solution to a qubo/ising objective function.” arXiv preprint arXiv:1801.04849 (2018).
  • Prathapan, S., N. Golpayageni, B. Watt, M. Halem, J. Dorband, J. Trantham, C. Markey, “ In-Storage Processing of MODIS data on Active Disks”, AGU 2018 Fall Meeting, Washington DC.
  • Sleeman, J.,T. Finin, M. Halem, “Ontology-Grounded Topic Modeling for Climate Science Research”, Proc. of Semantic Web for Social Good Workshop of the Int. Semantic Web Conf., 2018
  • Sleeman J., Tim Finin, Milton Halem, “Ontology-Grounded Topic Modeling for Climate Science Research” Chapter to appear I “Emerging Topics in Semantic Technologies.” ISWC 2018 Satellite Events, E. Demidova, A.J. Zaveri, E. Simperl (Eds.), ISBN: 978-3-89838-736-1, 2018, AKA Verlag Berlin, (edited authors) ACM-class: I.2.4; I.2.6; I.2.7
  • Sleeman J.       “Variational Autoencoders using D-Wave Quantum Annealing.” AGU Fall Meeting Abstracts Dec. 2018.

2017

  • Golpayegani N., Prathapan S., Warmka R., Wyatt B., Halem M., Trantham J., Markey C., “Bringing MapReduce Closer To Data  With Active  Drives”, American Geophysical Union, Dec 2017