Publications

Book Chapters

A. Abedi, F. Afghah, A. Razi, “Resource Management in Cyber Physical Systems”, Book: “Cyber-Physical System Design with Sensor Networking Technologies”, The institution of Engineering and Technology (IET) (Link)

R. Dias, B.R. Thomas, A. Razi, L.A. Chylek, S. Sirimulla, A.H.A. Clayton, W.S. Hlavacek, R.G. Posner, “BioNetFit User Manual’’, Submitted, Publisher: Methods on Molecular Biology series, Submitted 2019 () (Preprint)

A. Razi, A. Abedi, “Information-flow in hard to reach areas: Source estimation using correlated streams’’, Publisher: Artech House, Submitted 2017 (Preprint)

A. Abedi, A. Razi, “Sensor Design for Harsh Environments: Material Science Perspective’’, Publisher: Artech House, Submitted 2017 (Preprint)

Patents

A. Razi, V. Varadan, N. Dimitrova, N. Banerjee, “Integrated method and system for identifying functional patient-specific somatic aberrations using multi-omics cancer profiles’’, US PAtent: US20180247010A1, Aug 2018 (Link)

A. Razi, B. Cambou, “Securing Distributed Elements Connected to a Network with Addressable physically unclonable functions”, US Patent 11388013, July 2022, (Link)

F. Afghah, A Razi, K. Najarian, S. Soroushmehr, “False Alarm Reduction Systems and Related methods”, US Patent: US 10650667, 2020, (Link)

B. Cambou, A. Razi, “Authentication of Images Extracted from Unclonable Objects’’, Filed, PCT/US20170235938, Aug 2017 (Link)

F. Afghah, A. Razi, “Roulette Transform for Signal Processing”, Disclosure ID: D2018-007

F. Afghah, A. Razi, Ashwin Belle, K. Najarian, “Hierarchical Game Theoretic Based Feature Selection in Heterogeneous Big Data Sets’’, Invention Disclosure Filed in 2014.

Journal Papers

Xiwen Chen, Hao Wang, Abolfazl Razi, Michael Kozicki, and Christopher Mann, “DH-GAN: a physics-driven untrained generative adversarial network for holographic imaging,” Opt. Express 31, 10114-10135 (2023) (Link)

Chen, X., Wang, H., Razi, A., Russo, B., Pacheco, J., Roberts, J., Wishart, J., Head, L. and Baca, A.G., 2022. Network-level Safety Metrics for Overall Traffic Safety Assessment: A Case Study. IEEE Access. (Link)

Chen, X., Hopkins, B., Wang, H., O’Neill, L., Afghah, F., Razi, A., Fulé, P., Coen, J., Rowell, E. and Watts, A., 2022. Wildland Fire Detection and Monitoring Using a Drone-Collected RGB/IR Image Dataset. IEEE Access, 10, pp.121301-121317. (Link)

Razi A, Chen X, Li H, et al. Deep learning serves traffic safety analysis: A forward‐looking review[J]. IET Intelligent Transport Systems, 2022. (Link)

A Razi, “Optimal Measurement Policy for Linear Measurement Systems with Applications to UAV Network Topology Prediction”, IEEE Transactions on Vehicular Technology, Nov 2019 (Link)

Arnau Rovira-Sugranes, Abolfazl Razi, “Optimizing the Age of Information for Blockchain Technology With Applications to IoT Sensors”, IEEE Communications Letters, vol. 24, no. 1, pp. 183-187, 2019 (Link)

J. Chen, A. Valehi, A. Razi, “Smart Heart Monitoring: Early Prediction of Heart Problems Through Predictive Analysis of ECG Signals”, IEEE Access, Volume 7, August 2019 (Link)

A. Razi, “Bayesian Signal Recovery Under Measurement Matrix Uncertainty: Performance Analysis”, IEEE Access, vol. 7, no. 1, pp 102356-102365, Aug 2019 (Link)

F Afghah, A Razi, R Soroushmehr, H Ghanbari, K Najarian, “Game Theoretic Approach for Systematic Feature Selection; Application in False Alarm Detection in Intensive Care Units”, Entropy, vol. 20, no. 30 (Link)

H. Peng, A. Razi, F. Afghah, J. Ashdown, “A Unified Framework for Joint Mobility Prediction and Object Profiling of Drones in UAV Networks”, to appear in JCN Special Issue on Amateur Drone and UAV Communications and Networks, 2018 (Link)

A. Valehi, A. Razi, “An Online Learning Method to Maximize Energy Efficiency of Cognitive Sensor Networks”, IEEE Communications Letters, vol. 22, no. 5, May 2018 (Link) (PDF) (Bibtex)

J. Chen, H. Peng, A. Razi, “Remote ECG Monitoring Kit to Predict Patient-Specific Heart Abnormalities’’, Journal of Systemics, Cybernetics and Informatics, vol 15, no. 4, pp 82-89, Nov 2017 (Link) (PDF) (Bibtex)

A. Valehi, A. Razi, “Maximizing Energy Efficiency of Cognitive Wireless Sensor Networks with Constrained Age of Information’’, IEEE Transactions on Cognitive Communications and Networking, vol.3, no. 4, pp 643-654, Dec 2017 (Link) (PDF) (Bibtex)

M.J. Jannati, A. Razi, A. Sayadian, “Speech naturalness improvement via e-closed extended vectors sets in voice conversion systems”, Springer Multidimensional System Signal Processing, Jan 2017, DOI 10.1007/s11045-017-0470-3 (Link) (PDF) (Bibtex)

A. Razi, S. Singh, F. Afghah, V. Varadan, “Network-based Enriched Gene Subnetwork Identification: A Game Theoretic Approach”, Biomedical Engineering and Computational Biology, vol. 7, no. 2, pp1-14, April 2016, PMID: 4822726 (Link) (PDF) (Bibtex)

Vinay Varadan, Nevenka Dimitrova, Anil Belur Nagaraj, Abolfazl Razi, Salendra Singh, Sitharthan Kamalakaran, Nilanjana Banerjee, Peronne Joseph, Alexander Mankovich, Prateek Mittal, and Analisa DiFeo, “InFlo: A Novel Systems Biology Framework Identifies cAMP-CREB1 Axis as a Key Modulator of Platinum Resistance in Ovarian Cancer”, Nature Oncogene, Nov 2016, PMID: 27819677 (Link) (PDF) (Bibtex)

F. Afghah, A. Razi, S.M.Reza Soroushmehr, S. Molaei, H. Ghanbari and K. Najarian, “A Game Theoretic Predictive Modeling Approach to Reduction of False Alarm”, Lecture Notes in Computer Science, vol. 9545, pp118-130, Springer, Jan 2016 (Link)

A. Razi, F. Afghah, A.Abedi, “Channel-Adaptive Packetization Policy For Minimal Latency and Maximal Energy Efficiency”, IEEE transactions on Wireless Communications, vol 15, no. 3, pp 2407-2420, March 2016 (Link) (PDF) (Bibtex)

F. Afghah, A. Razi, “Game Theoretic Study of Cooperative Spectrum Leasing in Cognitive Radio Networks”, International Journal of Handheld Computing Research, vol. 5, no. 2, 2014 (Link) (PDF) (Bibtex)

A. Razi, A. Abedi, “Convergence Analysis of Iterative Decoding for Binary CEO Problem”, IEEE transactions on Wireless Communications, vol. 13, no. 5, pp 2944-2954, May 2014 (Link) (PDF) (Bibtex)

A. Razi, A. Abedi, “Power Optimized DSTBC Assisted DMF Relaying in Wireless Sensor Networks with Redundant Super nodes”, IEEE transactions on Wireless Communications, vol. 12, no. 2, pp 636-645, Jan. 2013 (Link) (PDF) (Bibtex)

F. Afghah, A. Razi, A. Abedi, “Stochastic Game Theoretical Model for Packet Forwarding in Relay Networks”, Special issues in Mobile Computing and Networking Technologies Journal, Springer, vol. 25, no. 4, pp 1877-1893, April 2013 (Link) (PDF) (Bibtex)

K.Yasami, A.Razi, A.Abedi, “Analysis of Channel Estimation Error in Physical Layer Network Coding”, IEEE Communications Letters, vol. 15, no. 10, pp1029-1031, Oct 2011 (Link) (PDF) (Bibtex)

A. Razi, F. Afghah, A. Abedi, “Binary Source Estimation Using a Two-tiered Wireless Sensor Networks”, IEEE Communications Letters, vol. 15, no. 14, pp 449-551, April 2011 (Link) (PDF) (Bibtex)

F. Afghah, M. Ardebilipour, A. Razi, “Fast Turbo Codes Concatenated with Space-Time Block Codes”, ISI Journal of Applied Science, no. 8, pp 2867-2873, 2008 (Link) (PDF) (Bibtex)

Conference Papers

Chen, X., Li, H., Amin, R. and Razi, A., 2023. RD-DPP: Rate-Distortion Theory Meets Determinantal Point Process to Diversify Learning Data Samples. arXiv preprint arXiv:2304.04137.

Wang, H., Chen, X. and Razi, A., 2022. Fast Key Points Detection and Matching for Tree-Structured Images. arXiv preprint arXiv:2211.03242.

H. Li, A. Razi, “MEDA: Multi-output Encoder-Decoder for Spatial Attention in Convolutional Neural Networks’’, accepted in Asilomar Conference on Signals, Systems and Computers, Pacific Grove, CA , Nov 2019

S. Islam, F. Afghah, A. Razi, “Fire Frontline Monitoring by Enabling UAV-Based Virtual Reality with Adaptive Imaging Rate’’, accepted in Asilomar Conference on Signals, Systems and Computers, Pacific Grove, CA, Nov 2019

A. Shamsoshoara, M. Khaledi, F. Afghah, A. Razi, J. Ashdown, K. Turck, “A Solution for Dynamic Spectrum Management in Mission-critical UAV Networks”, IEEE SECON Workshop on Networks of Autonomous Vehciles, Robots, Sensors (IAUV), Boston, June 2019.

J. Cheng, A. Valehi, F. Afghah, A. Razi, ``A Deviation Analysis Framework for ECG Signals Using Controlled Spatial Transformation’’, IEEE-EMBS International Conferences on Biomedical and Health Informatics, Chicago, May 2019

S. Mousavi, F. Afghah, A. Razi, R. Acharya, “ECGNET: Learning Where to Attend for Detection of Atrial Fibrillation with Deep Visual Attention’’, IEEE-EMBS International Conferences on Biomedical and Health Informatics, Chicago, May 2019

F. Afghah, A. Razi, “Wildfire Monitoring in Remote Areas using Autonomous Unmanned Aerial Vehicles’’, INFOCOM workshop on Mission-Oriented Wireless Sensor, UAV and Robot Networking workshop, Paris, France, May 2019

S Islam, A Razi, “A Path Planning Algorithm for Collective Monitoring Using Autonomous Drones’’, 53rd Annual Conference on Information Sciences and Systems (CISS), pp. 1-6, Baltimore, MD, March 2019

A. Shamsoshoara, M. Khaledi, F. Afghah, A. Razi, J. Ashdown, “Distributed cooperative spectrum sharing in uav networks using multi-agent reinforcement learning’’, IEEE Consumer Communications and Networking Conference (CCNC), Las Vegas, January 2019

A. Rovira-sugranes, A Razi, “Optimized Compression Policy for Flying Ad hoc Networks”, IEEE Consumer Communications and Networking Conference (CCNC), Las Vegas, January 2019

M. Finely, A. Razi, “Musical Key Estimation with Unsupervised Pattern Recognition’’, IEEE 9th Annual Computing and Communication Workshop and Conference (CCWC). Las Vegas, January 2019

M. Khaledi, A. Rovira-Sugranes, F. Afghah, A. Razi, “On Greedy Routing in Dynamic UAV Networks’’, presented in SECON 2018, Hong Kong, 2018

F Afghah, M Zaeri-Amirani, A Razi, J Chakareski, E Bentley, “A Coalition Formation Approach to Coordinated Task Allocation in Heterogeneous UAV Networks”, accepted in American Control Conference (ACC), 2018

S. Naqvi, J. Chakareski, N. Mastronarde, J. Xu, F. Afghah, A. Razi, “Energy Efficiency Analysis of UAV-Assisted mmWave HetNets”, IEEE International Communications Conference (ICC), Kansas City, USA, 2018

A. Razi, C. Wang, F. Almaraghi, Q. Huang, Y. Zhang, H. Lu, A. Sugranes, “Predictive Routing for Wireless Networks: Robotics-Based Test and Evaluation Platform”, IEEE Computing and Communication Workshop and Conference (CCWC), Las Vegas NV, Jan 2018 (link, pdf, bibtex)

J. Chen, A. Razi, “A Predictive Framework for ECG Signal Processing Using Controlled Nonlinear Transformation”, IEEE Conference on Biomedical and Health Informatics (BHI), Las Vegas, March 2018 (link, pdf, bibtex)

A.R. Sugranes, A. Razi, “Predictive Routing for Dynamic UAV Networks’’, IEEE International Conference on Wireless for Space and Extreme Environments (WiSEE), Montreal CA, Oct 2017 (link, pdf, bibtex)

A. Razi, F. Afghah, J. Chakareski, “Optimal Measurement Policy for Predicting UAV Network Topology”, Asilomar Conference on Signals, System and Computers, Asilomar, CA USA, Oct 2017 (link, pdf, bibtex)

J. Chen, A. Razi, “Remote ECG Monitoring Kit to Predict Patient-Specific Heart Abnormalities’‘,World Multi-Conference on. Systemics, Cybernetics and Informatics (WMSCI), Orlando, FL USA, July 2017 (link, pdf, bibtex)

A. Valehi, A. Razi, B. Cambou, W. Yu, M. Kozicki, “A graph matching algorithm for user authentication in data networks using image-based physical unclonable functions”, Computing Conference, London, UK, July 2017 (link, pdf, bibtex)

A. Razi, A. Valehi, E. Bentley, “Delay minimization by adaptive framing policy in cognitive sensor networks”, IEEE WCNC, San Fransisco, CA USA, March 2017 (link, pdf, bibtex)

H. Tavakoli, A. Razi, “Optimizing Low Density Parity Check Code for Two Parallel Erasure Link”, IEEE ISITA, Monterey, CA, USA, OCT 2016 (link, pdf, bibtex)

F. Afghah, A. Razi, K. Najarian, “A Shapley Value Solution to Game-Theoretic Based Feature Reduction in False Alarm Detection”, NIPS, Montreal, Canada, DEC 2015 (link, pdf, bibtex)

F. Afghah, A. Razi, S.M. Reza Soroushmehr, S. Molaei, H. Ghanbari and K. Najarian, “A Game Theoretic Predictive Modeling Approach to Reduction of False Alarm”, International Conference for Smart Health (ICSH), Phoenix, USA, 2015 (link, pdf, bibtex)

A. Razi, F. Afghah, V. Varadan, “Identifying Gene Subnetworks Associated with Clinical Outcome in Ovarian Cancer Using Network Based Coalition Game”, IEEE Engineering in Medicine and Biology Society (EMBC), Italy, 2015, PMID:26737784 (link1, pdf, bibtex)

A. Razi, N. Banerjee, N. Dimitrova, V.Vinay, “Non-Linear Bayesian Framework to Determine the Transcriptional Effects of Cancer-Associated Genomic Abberations”, IEEE Engineering in Medicine and Biology Society (EMBC), Italy, 2015, PMID:26737785 (link, pdf, bibtex)

L. Wang, A. Razi, M. Rodriges, R. Calderbank, L. Carin, “Nonlinear Information Theoretic Compressive Projection Design”, ICML, vol. 32, no. 2, pp 1161-1169, China, Jun 2014 (link, pdf, bibtex)

A. Razi, F. Afghah, A. Belle, K. Najarian and K. Ward, “Blood Loss Severity Prediction using Game Theoretic Based Feature”, IEEE-EMBS International Conferences on Biomedical and Health Informatics (BHI), Italy, 2014 (link, pdf, bibtex)

F. Afghah, A. Razi, “Cooperative Spectrum Leasing in Cognitive Radio Networks”, National Wireless Research Collaboration Symposium (NWRCS), May 2014 (link, pdf, bibtex)

A. Razi, A. Abedi, A. Ephremides, “Delay minimization with channel-adaptive packetization policy for random data traffic”, Annual Conference on Information on Sciences and systems (CISS), Princeton, USA, Mar. 2014 (link, pdf, bibtex)

F. Afghah, A. Razi, A. Abedi, “Power Allocation in Parallel Relay Channels using a Near-Potential Game Theoretical Approach’’, Annual Conference on Information on Sciences and systems (CISS), Princeton, USA, Mar. 2014 (link, pdf, bibtex)

F. Afghah, M. Costa, A. Razi, A. Abedi, A, Ephremides, “A Reputation-based Stackelberg Game Approach for Spectrum Sharing with Cooperative Cognition”, IEEE Conference on Decision and Control (CDC), Firenze, Italy, Dec. 2013 (link, pdf, bibtex)

A. Razi, A. Abedi, “Adaptive bi-modal decoder for binary source estimation with two observers”, the 46th Annual Conference Information Sciences and Systems (CISS), Princeton, USA, Mar. 2012 (link, pdf, bibtex)

A. Razi, A. Abedi, “Interference Reduction in Wireless Passive Sensor Networks Using Directional Antennas”, (Best Paper Award), CANEUS/IEEE Fly by Wireless Workshop, Montreal, CANADA, 2011 (link, pdf, bibtex)

A. Abedi, A. Razi, F. Afghah, “Smart Battery-Free Wireless Sensor Networks for Structural Health Monitoring”, Invited Paper, the 8th International Workshop on Structural Health Monitoring, Stanford University, USA, Sep. 2011 (pdf)

A. Razi, A. Abedi, “Study and Implementation of Distributed PCCC Coding Scheme for Binary Source Estimation Using Multiple Observations”, presented in the School of information theory, Austin, USA, May 2011

A. Razi, K. Yasami, A. Abedi, “On Minimum Number of Wireless Sensors Required for Reliable Binary Source Estimation”, IEEE WCNC, Cancun, Mexico, 2011 (link, pdf, bibtex)

F. Afghah, A. Razi, A. Abedi, “Throughput Optimization in Relay Networks Using Markovian Game Theory”, IEEE WCNC, Cancun, Mexico, 2011 (link, pdf, bibtex)

A. Razi, F. Afghah, A. Abedi, “Hierarchical Network Development of Wireless Passive Sensors”, CANEUS/IEEE Fly by Wireless Workshop, Orono, USA, 2010 (link, pdf, bibtex)

F. Afghah, A. Razi, A. Abedi, “Wireless Cooperative Relaying Using Game Theory”, CANEUS/IEEE Fly by Wireless Workshop, Orono, USA, 2010 (link, pdf, bibtex)

A. Razi, A. Abedi, “Distributed Coding of Sources with Unknown Correlation Parameter”, the 2010 World Congress in Computer Science, Computer Engineering, and Applied Computing (Worldcomp10), Las Vegas, USA, 2010 (link, pdf, bibtex)

A. Razi, M. Ardebilipour, F. Afghah, “Space-Time Block Codes Assisted by Fast Turbo Codes”, the 4th IEEE International Conference on Wireless Communications, Networking and Mobile Computing (WICOM2008), Dalian, China, October 2008 (link, pdf, bibtex)

F. Afghah, M. Ardebilipour, A. Razi, “Concatenation of Space-Time Block Codes and LDPC Codes”, the IEEE 13th International Telecommunications Network Strategy and Planning Symposium (NETWORK 2008), Budapest, Hungary, 2008 (link, pdf, bibtex)

F. Afghah, M. Ardebilipour, A. Razi, “Fast Turbo Codes with Parallel Decoding Blocks”, the 16th Iranian Conference Electrical Engineering ICEE08, Tehran, May 2008 (link, pdf)