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Human activity recognition with inertial sensors using a deep learning approach
2016 IEEE SENSORS, 2016, p.1-3
2016
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Smartwatch-based Human Activity Recognition Using Hybrid LSTM Network
2020 IEEE Sensors, 2020, p.1-4
2020
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GAN-based Synthetic Radar Micro-Doppler Augmentations for Improved Human Activity Recognition
2019 IEEE Radar Conference (RadarConf), 2019, p.1-5
2019
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LiteHAR: Lightweight Human Activity Recognition from WIFI Signals with Random Convolution Kernels
ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022, p.4068-4072
2022
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Continuous human activity recognition for arbitrary directions with distributed radars
2021 IEEE Radar Conference (RadarConf21), 2021, p.1-6
2021
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Local and Global Alignments for Generalizable Sensor-Based Human Activity Recognition
ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022, p.3833-3837
2022
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Wavelet Transform Assisted Neural Networks for Human Activity Recognition
2022 IEEE International Symposium on Circuits and Systems (ISCAS), 2022, p.1254-1258
2022
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Logistic Model Tree for Human Activity Recognition Using Smartphone-Based Inertial Sensors
2019 IEEE SENSORS, 2019, p.1-4
2019
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A Spanning Tree-Based Human Activity Prediction System Using Life Logs from Depth Silhouette-Based Human Activity Recognition
Computer Analysis of Images and Patterns, p.302-309
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BiGRU Network for Human Activity Recognition in High Resolution Range Profile
2019 International Radar Conference (RADAR), 2019, p.1-5
2019
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DeepSense: Device-Free Human Activity Recognition via Autoencoder Long-Term Recurrent Convolutional Network
2018 IEEE International Conference on Communications (ICC), 2018, p.1-6
2018
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Evaluation Metrics for Continuous Human Activity Classification Using Distributed Radar Networks
2022 IEEE Radar Conference (RadarConf22), 2022, p.1-6
2022
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Attention-Augmented Convolutional Autoencoder for Radar-Based Human Activity Recognition
2020 IEEE International Radar Conference (RADAR), 2020, p.990-995
2020
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Environment-Independent Wi-Fi Human Activity Recognition with Adversarial Network
ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021, p.3330-3334
2021
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Cross-Modal Knowledge Distillation For Vision-To-Sensor Action Recognition
ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022, p.4448-4452
2022
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PALMAR: Towards Adaptive Multi-inhabitant Activity Recognition in Point-Cloud Technology
IEEE INFOCOM 2021 - IEEE Conference on Computer Communications, 2021, p.1-10
2021
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Use of Quality Management Tools to Identify Ergonomic Non-conformities in Human Activities
Advances in Manufacturing, Production Management and Process Control, p.319-329
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A Deep Dilated Convolutional Self-attention Model for Multimodal Human Activity Recognition
2022 26th International Conference on Pattern Recognition (ICPR), 2022, p.791-797
2022
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Understanding Spatio-Temporal Relations in Human-Object Interaction using Pyramid Graph Convolutional Network
2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2022, p.5195-5201
2022
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Video-based Pose-Estimation Data as Source for Transfer Learning in Human Activity Recognition
2022 26th International Conference on Pattern Recognition (ICPR), 2022, p.4514-4521
2022
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Classification of Human Activities based on Automotive Radar Spectral Images Using Machine Learning Techniques: A Case Study
2022 IEEE Radar Conference (RadarConf22), 2022, p.1-6
2022
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Radar sensing for human healthcare: challenges and results
2021 IEEE Sensors, 2021, p.1-4
2021
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WiCAR: WiFi-based in-Car Activity Recognition with Multi-Adversarial Domain Adaptation
2019 IEEE/ACM 27th International Symposium on Quality of Service (IWQoS), 2019, p.1-10
2019
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Reducing Communication Overhead of Federated Learning through Clustering Analysis
2021 IEEE Symposium on Computers and Communications (ISCC), 2021, p.1-7
2021
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Applications of Deep Neural Networks for Ultra Low Power IoT
2017 IEEE International Conference on Computer Design (ICCD), 2017, p.589-592
2017
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