COMPUTER ENGINEERING
To view listing from a different department, select department name from the right.Andres Kwasinski
Professor
Computer Engineering
Kate Gleason College of Engineering
2020 Submissions
Journal Paper
Mamun, Sayed Ashraf, et al. "NASCon: Network-Aware Server Consolidation for server-centric wireless datacenters." Sustainable Computing: Informatics and Systems. (2020): 100452. Print. *
Book Chapter
Kwasinski, Andres, Wenbo Wang, and Fatemeh Shah Mohammadi. "Reinforcement Learning for Resource Allocation in Cognitive Radio Networks." Machine Learning for Future Wireless Communications. Ed. Fa-Long Luo. N/A, US: Wiley/IEEE Press, 2020. 27-44. Print.
Published Conference Proceedings
Mamun, Sayed Ashraf, et al. "What Can Ail Thee: New and Old Security Vulnerabilities of Wireless Datacenters." Proceedings of the GLOBECOM 2020. Ed. IEEE. Virtual, Virttual: n.p., 2020. Print. *
Mamun, Sayed Ashraf, et al. "Security Vulnerabilities of Server-Centric Wireless Datacenters." Proceedings of the 2020 IEEE Conference on Communications and Network Security (CNS). Ed. IEEE. Avignon - Virtual, France: IEEE, 2020. Print. *
Hartpence, Bruce and Andres Kwasinski. "A Convolutional Neural Network Approach to Improving Network Visibility." Proceedings of the 29th Wireless and Optical Communications Conference (WOCC). Ed. IEEE. Newark - virtual, USA: IEEE, 2020. Print. *
Mohammadi, Fatemeh Shah, Ankita Tondwalkar, and Andres Kwasinski. "Queue-aware QoE-based Rate and Power Adaptation Over Underlay Cognitive Radio Networks: Cross-Layer Design." Proceedings of the 2020 Wireless Telecommunications Symposium (WTS). Ed. IEEE. Washington DC - virtual, USA: IEEE, 2020. Print. *
Shah-Mohammadi, Fatemeh and Andres Kwasinski. "Fast Learning Cognitive Radios in Underlay Dynamic Spectrum Access: Integration of Transfer Learning into Deep Reinforcement Learning." Proceedings of the 2020 Wireless Telecommunications Symposium (WTS). Ed. best paper award. Washington DC - virtual, USA: IEEE, 2020. Print. *
Hartpence, Bruce and Andres Kwasinski. "Combating TCP Port Scan Attacks Using Sequential Neural Networks." Proceedings of the 2020 International Conference on Computing, Networking and Communications (ICNC). Ed. IEEE. Big Island, HI: IEEE, 2020. Print. *
Relyea, R., et al. "Improving multimodal localization through self-supervision." Proceedings of the Intelligent Robotics and Industrial Applications using Computer Vision Conference, at IS&T Electronic Imaging. Ed. SPIE. Burlingame, USA: SPIE, 2020. Print. *
Bhanushali, D. R., et al. "LiDAR-camera fusion for 3D object detection." Proceedings of the Autonomous Vehicles and Machines Conference, at IS&T Electronic Imaging. Ed. SPE. Burlingame, USA: SPIE, 2020. Print. *
Vashist, A., et al. "Indoor Wireless Localization Using Consumer-Grade 60 GHz Equipment with Machine Learning for Intelligent Material Handling." Proceedings of the International Conference on Consumer Electronics (ICCE). Ed. IEEE. Las Vegas, USA: IEEE, 2020. Print. *
Alexander Loui
Professor of Practice
Computer Engineering
Kate Gleason College of Engineering
2020 Submissions
Published Conference Proceedings
Soni, Ayush, et al. "High-quality Multispectral Image Generation Using Conditional GANs." Proceedings of the IS&T Electronic Imaging 2020, Special Session on Drone Imaging I. Ed. Andreas Savakis and Grigorios Tsagkatakis. Burlingame, CA, United States: n.p., 2020. Web. ˜
Full Patent
Ptucha, Raymond, et al. "Imaging workflow using facial and non-facial features." U.S. Patent 10,528,795. 7 Jan. 2020.
Loui, Alexander and Chi Zhang. "System and method for coarse-to-fine video object segmentation and re-composition." U.S. Patent 10,540,568. 21 Jan. 2020.
Manico, Joseph, et al. "System and method for predictive curation, production infrastructure, and personal content assistant." U.S. Patent 10,546,229. 28 Jan. 2020.
Loui, Alexander and Joseph Manico. "System and method for creating navigable views." U.S. Patent 10,558,884. 11 Feb. 2020.
Loui, Alexander, et al. "Iterative method for salient foreground detection and multi-object segmentation." U.S. Patent 10,706,549. 7 Jul. 2020.
Zhang, Chi, et al. "System and method for batch-normalized recurrent highway networks." U.S. Patent 10,872,273. 22 Dec. 2020.
Cory Merkel
Assistant Professor
Computer Engineering
Kate Gleason College of Engineering
2020 Submissions
Journal Paper
Jha, Alexander Jones, Andrew Rush, Cory Merkel, Eric Herrmann, Ajey P. Jacobs, Clare Thiem, Rashmi. "A Neuromorphic SLAM Architecture Using Gated-memristive Synapses." Neurocomputing 381. (2020): 89-104. Web. *
Published Conference Proceedings
Fountain, Andrew and Cory Merkel. "Energy Constraints Improve Liquid State Machine Performance." Proceedings of the International Conference on Neuromorphic Systems. Ed. Catherine Schuman. N/A, United States: n.p., 2020. Web. *
Merkel, Cory. "Exploring Energy-Accuracy Tradeoffs in AI Hardware." Proceedings of the International Green and Sustainable Computing Conference. Ed. Behrooz Shirazi. N/A, United States: n.p., 2020. Web. £