Dr. Alexander J. Aved Profile

Dr. Alexander J. Aved

Research Computer Scientist at Air Force Research Lab

SPIE Involvement:

Conference Program Committee | Author

Proceedings Article | 17 July 2023 Presentation + Paper

Human-machine cooperative AI decision-making with heterogeneous data

Erik Blasch, Nathanial Bastian, Alex Aved, Erika Ardiles-Cruz

Proceedings Volume 12547, 125470H (2023) https://doi.org/10.1117/12.2664157

KEYWORDS: Artificial intelligence, Data modeling, Decision making, Risk assessment, Data fusion, Systems modeling, Network security, Sensors, Safety, Information fusion

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Proceedings Article | 16 June 2023 Poster + Paper

Skeleton-based human action recognition with a physics-augmented encoder-decoder network

Hongji Guo, Alexander Aved, Collen Roller, Erika Ardiles-Cruz, Qiang Ji

Proceedings Volume 12525, 125250K (2023) https://doi.org/10.1117/12.2664115

KEYWORDS: Action recognition, Convolution, Physics, Education and training, 3D modeling, Modeling, Visual process modeling, Neural networks, Deep learning

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Proceedings Article | 16 June 2023 Poster + Paper

Video-based complex human event recognition with a probabilistic transformer

Hongji Guo, Alexander Aved, Collen Roller, Erika Ardiles-Cruz, Qiang Ji

Proceedings Volume 12525, 125250J (2023) https://doi.org/10.1117/12.2664106

KEYWORDS: Transformers, Action recognition, Video, Data modeling, Performance modeling, Statistical modeling, Machine learning

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Proceedings Article | 12 April 2021 Presentation + Paper

Water distribution network function and centrality

Tristan Mabe, Philip Morrone, Alexander Aved

Proceedings Volume 11733, 117330H (2021) https://doi.org/10.1117/12.2582475

KEYWORDS: Optimization (mathematics), Analytics

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Proceedings Article | 12 April 2021 Presentation + Paper

Critical node analysis (CNA) in power grids under enhanced restoration options

Venkat Venkateswaran, Alex Aved, David Ferris, Philip Morrone

Proceedings Volume 11733, 117330J (2021) https://doi.org/10.1117/12.2586171

KEYWORDS: Optimization (mathematics), Detection and tracking algorithms, Algorithm development, Data modeling, Java, Defense and security, Complex systems, Chemical elements

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Proceedings Article | 27 April 2020 Presentation + Paper

Hybrid blockchain-enabled secure microservices fabric for decentralized multi-domain avionics systems

Ronghua Xu, Yu Chen, Erik Blasch, Alexander Aved, Genshe Chen, Dan Shen

Proceedings Volume 11422, 114220J (2020) https://doi.org/10.1117/12.2559036

KEYWORDS: Data modeling, Avionic systems, Computer security, Network security, Sensors, Systems modeling, Control systems, Information fusion, Space operations, Computer architecture

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Proceedings Article | 28 May 2019 Presentation + Paper

Decentralized smart surveillance through microservices platform

Seyed Yahya Nikouei, Ronghua Xu, Yu Chen, Alex Aved, Erik Blasch

Proceedings Volume 11017, 110170K (2019) https://doi.org/10.1117/12.2518999

KEYWORDS: Video, Video processing, Video surveillance, Safety, Computer security, Surveillance, Cameras

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Proceedings Article | 14 May 2019 Presentation + Paper

Fast multi-modal reuse: co-occurrence pre-trained deep learning models

Vasanth Iyer, Alexander Aved, Todd Howlett, Jeffrey Carlo, Asif Mehmood, Niki Pissinou, S. Iyengar

Proceedings Volume 10996, 109960A (2019) https://doi.org/10.1117/12.2519546

KEYWORDS: Sensors, Data modeling, Principal component analysis, Computer programming, Video, Feature extraction, Image sensors, Neural networks

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Proceedings Article | 14 May 2019 Presentation + Paper

Multisource deep learning for situation awareness

Erik Blasch, Zheng Liu, Yufeng Zheng, Uttam Majumder, Alex Aved, Peter Zulch

Proceedings Volume 10988, 109880M (2019) https://doi.org/10.1117/12.2519236

KEYWORDS: Image fusion, Molybdenum, Information fusion, Data modeling, Image processing, Mid-IR, Data fusion, Sensors, Infrared imaging, Systems modeling

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Proceedings Article | 9 October 2018 Paper

Autoencoder versus pre-trained CNN networks: deep-features applied to accelerate computationally expensive object detection in real-time video streams

Vasanth Iyer, Alexander Aved, Todd Howlett, Jeffrey Carlo, Bernard Abayowa

Proceedings Volume 10794, 107940Y (2018) https://doi.org/10.1117/12.2326848

KEYWORDS: Video, Target detection, Data modeling, Detection and tracking algorithms, Video acceleration, Video processing, Image segmentation, Feature extraction, Gallium nitride, Sensors

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Proceedings Article | 9 May 2018 Presentation + Paper

Automating intra-links and node analysis

Anthony Smith, Kaleb Smith, Alex Aved

Proceedings Volume 10652, 106520C (2018) https://doi.org/10.1117/12.2306673

KEYWORDS: Telecommunications, Analytical research, Roads, Transformers, Switches, Complex systems, Distance measurement, Data processing, MATLAB, Modeling and simulation

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Proceedings Article | 30 April 2018 Presentation + Paper

Approximate regularized least squares algorithm for classification

Jing Peng, Alex Aved

Proceedings Volume 10649, 106490S (2018) https://doi.org/10.1117/12.2305075

KEYWORDS: Algorithm development, Error analysis, Algorithms, Data modeling, Detection and tracking algorithms, Statistical modeling, Analytical research

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Proceedings Article | 20 June 2014 Paper

Visualization of graphical information fusion results

Erik Blasch, Georgiy Levchuk, Gennady Staskevich, Dustin Burke, Alex Aved

Proceedings Volume 9091, 90910L (2014) https://doi.org/10.1117/12.2052892

KEYWORDS: Data modeling, Visualization, Information fusion, Video, Data fusion, Sensors, Optical tracking, Visual analytics, Roads, Information visualization

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Proceedings Article | 28 May 2014 Paper

Visualization of multi-INT fusion data using Java Viewer (JVIEW)

Erik Blasch, Alex Aved, James Nagy, Stephen Scott

Proceedings Volume 9122, 912209 (2014) https://doi.org/10.1117/12.2050252

KEYWORDS: Visualization, Information fusion, Data fusion, Visual analytics, Information visualization, Data modeling, Analytics, Sensors, Visual process modeling, Aerospace engineering

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Showing 5 of 14 publications

Conference Committee Involvement (9)

Geospatial Informatics XIV

25 April 2024 | National Harbor, Maryland, United States

Geospatial Informatics XIII

4 May 2023 | Orlando, Florida, United States

Geospatial Informatics XII

6 April 2022 | Orlando, Florida, United States

Geospatial Informatics XI

12 April 2021 | Online Only, Florida, United States

Geospatial Informatics X

27 April 2020 | Online Only, California, United States

Showing 5 of 9 Conference Committees

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