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Vasileios Pentsos

Observed name: Vasilis Pentsos
ORCID: 0009-0003-2930-7911
Observed ORCID: 0009-0003-2930-7911
OpenAlex ID: A5006680418
A Hybrid LSTM-Transformer Model for Power Load Forecasting
2025 · Vasileios Pentsos, Spyros Tragoudas, et al. · IEEE Transactions on Smart Grid · 110
On the Resiliency of an Analog Memristive Architecture against Adversarial Attacks
2022 · Bijay Raj Paudel, Vasileios Pentsos, et al. · International Symposium on Quality Electronic Design (ISQED) · 9
Dynamic Image Difficulty-Aware DNN Pruning
2023 · Vasileios Pentsos, Ourania Spantidi, et al. · Micromachines · 3
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A Vertical Approach to Designing and Managing Sustainable Heterogeneous Edge Data Centers
2025 · Aikaterini Maria Panteleaki, Varatheepan Paramanayakam, et al. · IEEE Computer Society Annual Symposium on VLSI · 2
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Optimizing Multivariate LSTM on Real-World Data for Power Load Forecasting
2023 · Vasileios Pentsos, Spyros Tragoudas, et al. · IEEE International Conference on Smart Energy Grid Engineering (SEGE) · 2
Leveraging Image Difficulty for Run-Time Adaptive DNN Inference on Embedded Devices
2025 · Vasileios Pentsos, Ourania Spantidi, et al. · IEEE International Symposium on Circuits and Systems proceedings · 1
Energy-Aware DNN Task Scheduling with Dynamic Batching and Frequency Adjustment
2025 · Vasileios Pentsos, Spyros Tragoudas, et al. · International Symposium on Quality Electronic Design (ISQED) · 1
Detecting Porosity in Additively Manufactured Parts with Deep Learning and Artificial Computed Tomography Data
2024 · Vasileios Pentsos, Connor Seavers, et al. · Research in Nondestructive Evaluation · 1
Improved CNN classification accuracy with the addition of shallow cascading CNNs
2021 · Vasileios Pentsos, Bijay Raj Paudel, et al. · International Conference on Machine Learning and Applications · 1
Lane Centering for Low-Speed Autonomous Robots via Vanishing-Point Triangle Distortion with a Lightweight Vision Pipeline
2026 · Evan Varga, Michael Santora, et al. · IEEE International Midwest Symposium on Circuits and Systems (MWSCAS)
Improved Image Classification using Lightweight Deep Neural Network Enhancements
2025 · Vasilis Pentsos, Spyros Tragoudas, et al. · ACM Transactions on Intelligent Systems and Technology
A statistical approach to improve CNN classification accuracy
2023 · Vasileios Pentsos, Spyros Tragoudas · IEEE International Conference on High Performance Switching and Routing (HPSR)
Porosity Detection on XCT Images using Deep Learning and Artificial Data
2023 · Vasileios Pentsos, Connor Seavers, et al. · ASNT Research Symposium
Analysis of a Non-ideal (Lossy) Tri-Microring Optical System
2018 · Vasileios Pentsos · OpenSIUC (Southern Illinois University Carbondale)
Works count: 14
Citation count: 128
H-index: 3
I10-index: 1
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