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Improving Radar Human Activity Classification Using Synthetic Data with Image Transformation

Sensors (Basel, Switzerland), 2022-02, Vol.22 (4), p.1519

2022

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Continuous Non-Invasive Blood Pressure Measurement Using 60 GHz-Radar-A Feasibility Study

Sensors (Basel, Switzerland), 2023-04, Vol.23 (8), p.4111

2023

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Methods and Techniques in Deep Learning: Advancements in mmWave Radar Solutions

Avik Santra, Souvik Hazra, Lorenzo Servadei, Thomas Stadelmayer, Michael Stephan, Anand Dubey

1, 2022

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Few-Shot User-Adaptable Radar-Based Breath Signal Sensing

Sensors (Basel, Switzerland), 2023-01, Vol.23 (2), p.804

2023

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Few-Shot User-Definable Radar-Based Hand Gesture Recognition at the Edge

IEEE access, 2022, Vol.10, p.29741-29759

2022

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Scene-adaptive radar tracking with deep reinforcement learning

Machine learning with applications, 2022-06, Vol.8, p.100284, Article 100284

2022

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Accurate and Robust Malware Detection: Running XGBoost on Runtime Data From Performance Counters

IEEE transactions on computer-aided design of integrated circuits and systems, 2022-07, Vol.41 (7), p.2066-2079

2022

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A Comprehensive Survey on Electronic Design Automation and Graph Neural Networks: Theory and Applications

ACM transactions on design automation of electronic systems, 2023-02, Vol.28 (2), p.1-27, Article 15

2023

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Methods and Techniques in Deep Learning

2022

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Accurate Cost Estimation of Memory Systems Utilizing Machine Learning and Solutions from Computer Vision for Design Automation

IEEE transactions on computers, 2020-06, Vol.69 (6), p.856-867

2020

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Late Breaking Results From Hybrid Design Automation for Field-coupled Nanotechnologies

2023 60th ACM/IEEE Design Automation Conference (DAC), 2023, p.1-2

2023

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Artificial Neural Network for Supporting Medical Decision Making: A Decision Model and Notation Approach to Spondylolisthesis and Disk Hernia

On the Move to Meaningful Internet Systems: OTM 2016 Workshops, 2017, p.217-227

2017

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Lightweight and Person-Independent Radar-Based Hand Gesture Recognition for Classification and Regression of Continuous Gestures

IEEE internet of things journal, 2024-05, Vol.11 (9), p.15285-15298

2024

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Explainable AI for Gas Sensors

2022 IEEE Sensors, 2022, p.1-4

2022

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Early RTL delay prediction using neural networks

Microprocessors and microsystems, 2022-10, Vol.94, p.104671, Article 104671

2022

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Context-adaptable radar-based people counting via few-shot learning

Applied intelligence (Dordrecht, Netherlands), 2023-11, Vol.53 (21), p.25359-25387

2023

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Enhanced Radar Perception via Multi-Task Learning: Towards Refined Data for Sensor Fusion Applications

2024 IEEE Intelligent Vehicles Symposium (IV), 2024, p.3179-3184

2024

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Methods of Statistical Analysis and Machine Learning for the Evaluation of Generated Hardware and Firmware Designs

Advances in Integrations of Intelligent Methods, 2020, Vol.170, p.99-119

2020

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Embedded Systems' Automation following OMG's Model Driven Architecture Vision

2019 Design, Automation & Test in Europe Conference & Exhibition (DATE), 2019, p.1301-1306

2019

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Medical Monkeys: A Crowdsourcing Approach to Medical Big Data

On the Move to Meaningful Internet Systems. OTM 2017 Workshops, 2018, Vol.10697, p.87-97

2018

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Using Machine Learning for predicting area and Firmware metrics of hardware designs from abstract specifications

Microprocessors and microsystems, 2019-11, Vol.71, p.102853, Article 102853

2019

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Cross-modal Learning of Graph Representations using Radar Point Cloud for Long-Range Gesture Recognition

2022 IEEE 12th Sensor Array and Multichannel Signal Processing Workshop (SAM), 2022, p.350-354

2022

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Robust Radar-based Vital Sensing With Adaptive Sinc Filtering and Random Body Motion Rejections

IEEE sensors letters, 2023-05, Vol.7 (5), p.1-4

2023

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Label-Aware Ranked Loss for Robust People Counting Using Automotive In-Cabin Radar

ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022, p.3883-3887

2022

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MEET: A Monte Carlo Exploration-Exploitation Trade-Off for Buffer Sampling

ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023, p.1-5

2023

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Improving Radar Human Activity Classification Using Synthetic Data with Image Transformation

Continuous Non-Invasive Blood Pressure Measurement Using 60 GHz-Radar-A Feasibility Study

Methods and Techniques in Deep Learning: Advancements in mmWave Radar Solutions

Few-Shot User-Adaptable Radar-Based Breath Signal Sensing

Few-Shot User-Definable Radar-Based Hand Gesture Recognition at the Edge

Scene-adaptive radar tracking with deep reinforcement learning

Accurate and Robust Malware Detection: Running XGBoost on Runtime Data From Performance Counters

A Comprehensive Survey on Electronic Design Automation and Graph Neural Networks: Theory and Applications

Methods and Techniques in Deep Learning

Accurate Cost Estimation of Memory Systems Utilizing Machine Learning and Solutions from Computer Vision for Design Automation

Late Breaking Results From Hybrid Design Automation for Field-coupled Nanotechnologies

Artificial Neural Network for Supporting Medical Decision Making: A Decision Model and Notation Approach to Spondylolisthesis and Disk Hernia

Lightweight and Person-Independent Radar-Based Hand Gesture Recognition for Classification and Regression of Continuous Gestures

Explainable AI for Gas Sensors

Early RTL delay prediction using neural networks

Context-adaptable radar-based people counting via few-shot learning

Enhanced Radar Perception via Multi-Task Learning: Towards Refined Data for Sensor Fusion Applications

Methods of Statistical Analysis and Machine Learning for the Evaluation of Generated Hardware and Firmware Designs

Embedded Systems' Automation following OMG's Model Driven Architecture Vision

Medical Monkeys: A Crowdsourcing Approach to Medical Big Data

Using Machine Learning for predicting area and Firmware metrics of hardware designs from abstract specifications

Cross-modal Learning of Graph Representations using Radar Point Cloud for Long-Range Gesture Recognition

Robust Radar-based Vital Sensing With Adaptive Sinc Filtering and Random Body Motion Rejections

Label-Aware Ranked Loss for Robust People Counting Using Automotive In-Cabin Radar

MEET: A Monte Carlo Exploration-Exploitation Trade-Off for Buffer Sampling

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