Research output per year
Research output per year
Personal profile
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Dive into the research topics where Andreas Spanias is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Class GP: Gaussian Process Modeling for Heterogeneous Functions
Malu, M., Pedrielli, G., Dasarathy, G. & Spanias, A., 2023, Learning and Intelligent Optimization - 17th International Conference, LION 17, Revised Selected Papers. Sellmann, M. & Tierney, K. (eds.). Springer Science and Business Media Deutschland GmbH, p. 408-423 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14286 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Energy-Efficient Object Tracking Using Adaptive ROI Subsampling and Deep Reinforcement Learning
Katoch, S., Iqbal, O., Spanias, A. & Jayasuriya, S., 2023, In: IEEE Access. 11, p. 41995-42011 17 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Optimizing Solar Power Using Array Topology Reconfiguration With Regularized Deep Neural Networks
Narayanaswamy, V., Ayyanar, R., Tepedelenlioglu, C., Srinivasan, D. & Spanias, A., 2023, In: IEEE Access. 11, p. 7461-7470 10 p.Research output: Contribution to journal › Article › peer-review
Open Access6 Scopus citations -
Quantum Machine Learning for Optical and SAR Classification
Miller, L., Uehara, G., Sharma, A. & Spanias, A., 2023, 2023 24th International Conference on Digital Signal Processing, DSP 2023. Institute of Electrical and Electronics Engineers Inc., (International Conference on Digital Signal Processing, DSP; vol. 2023-June).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Real-time Solar Array Data Acquisition and Fault Detection using Neural Networks
Rao, S., Pujara, D., Spanias, A., Tepedelenlioglu, C. & Srinivasan, D., 2023, Proceedings - 2023 IEEE 6th International Conference on Industrial Cyber-Physical Systems, ICPS 2023. Institute of Electrical and Electronics Engineers Inc., (Proceedings - 2023 IEEE 6th International Conference on Industrial Cyber-Physical Systems, ICPS 2023).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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SenSIP Project - Infrared Imaging in Harsh Environments for UAVs - Revision - 4
INDUSTRY: Various Consortium Members
1/1/23 → 12/31/23
Project: Research project
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SenSIP Project: Communications and Signal Processing Tools for Quantum Computing - Revision - 1
INDUSTRY: Various Consortium Members
1/1/23 → 12/31/23
Project: Research project
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SenSIP Project 2023 - Machine Learning Based CSI Acquisition and Feedback in Massive MIMO Systems
INDUSTRY: Various Consortium Members
1/1/23 → 12/31/23
Project: Research project
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SenSIP Project: Adaptive Spatio-temporal Sampling for High Frame Rate Cameras
INDUSTRY: Various Consortium Members
1/1/23 → 12/31/23
Project: Research project
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SenSIP Project: Artificial Intelligence Algorithms for Power Converters
Allee, D., Dasarathy, G. & Spanias, A.
INDUSTRY: Various Consortium Members
1/1/23 → 12/31/23
Project: Research project