2025
Deep Learning-Based Channel Estimation to Mitigate Channel Aging in Massive MIMO With Pilot Contamination.
IEEE Access, 2025
2024
Activity Detection in Indoor Environments Using Multiple 2D Lidars.
Sensors, January, 2024
Dementia Detection from Speech: What If Language Models Are Not the Answer?
Inf., 2024
People Identification in Private Car Using 3D LiDAR With Generative Image Inpainting and YOLOv5.
IEEE Access, 2024
A Comparative Study of Methods of Person Identification Using Radar-Extracted Heartbeat Signals.
IEEE Access, 2024
Toward Building Trust in Machine Learning Models: Quantifying the Explainability by SHAP and References to Human Strategy.
IEEE Access, 2024
Massive MIMO Belief Propagation Detection Using DIP with DNN-Trained Scaling Factor.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2024
Enhanced User Clustering and Pairing Scheme for NOMA-Aided UAV Networks.
Proceedings of the 100th IEEE Vehicular Technology Conference, 2024
Low Complexity CSI Feedback Method Using Reformer.
Proceedings of the 100th IEEE Vehicular Technology Conference, 2024
Beamforming Design using UE Positions and 3D Terrain-Building in HAPS System.
Proceedings of the 100th IEEE Vehicular Technology Conference, 2024
A Low-Complexity Clustering-Aided DQN Method for Dynamic Antenna Control in HAPS.
Proceedings of the 99th IEEE Vehicular Technology Conference, 2024
Multi-Dimensional Representation for Semantic Communication: A New Horizon for Customized Visualization of Shared Knowledge.
Proceedings of the 100th IEEE Vehicular Technology Conference, 2024
DTL-Based CSI Feedback Combined with Continual Learning in FDD Massive MIMO Systems.
Proceedings of the International Conference on Computing, Networking and Communications, 2024
3D-LiDAR-Based Fall Detection by Dynamic Non-Linear Mapping with LSTM.
Proceedings of the IEEE International Conference on Communications, 2024
mmGAT: Pose Estimation by Graph Attention with Mutual Features from mmWave Radar Point Cloud.
Proceedings of the IEEE International Conference on Communications, 2024
ECGDiff: Conditional Diffusion Model for ECG Reconstruction from Doppler Signals.
Proceedings of the IEEE International Conference on Communications, 2024
Deep Learning-based Open-set Person Identification using Radar Extracted Cardiac Signals.
Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024
2023
A 2D-Lidar-Equipped Unmanned Robot-Based Approach for Indoor Human Activity Detection.
Sensors, March, 2023
Deep Reinforcement Learning Evolution Algorithm for Dynamic Antenna Control in Multi-Cell Configuration HAPS System.
Future Internet, 2023
Dynamic Antenna Control for HAPS Using Mean Field Reinforcement Learning in Multi-Cell Configuration.
Proceedings of the IEEE International Conference on Communications, 2023
Non-Contact Blood Pressure Estimation Using Accurate Cardiac Movements Extracted by Hidden Semi-Markov Model.
Proceedings of the IEEE International Conference on Communications, 2023
Improving Heart Rate Range Classification Using Doppler Radar with GAN-based Data Augmentation.
Proceedings of the IEEE Global Communications Conference, 2023
Depression Detection via User Behavior and Tweets.
Proceedings of the IEEE Global Communications Conference, 2023
K-Means Clustering-Aided Dynamic Multi-Cell Optimization Algorithm for HAPS.
Proceedings of the IEEE Global Communications Conference, 2023
A GAN-Based Approach for ECG Reconstruction from Doppler Sensor Signals.
Proceedings of the IEEE Global Communications Conference, 2023
A Novel Approach for Activity, Fall and Gait Detection Using Multiple 2D LiDARs.
Proceedings of the IEEE Global Communications Conference, 2023
Facial Action Unit Detection using 3D Face Landmarks for Pain Detection.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
An LSTM-Based Approach for Fall Detection Using Accelerometer-Collected Data.
Proceedings of the 28th Asia Pacific Conference on Communications, 2023
2022
Inter-User Distance Estimation Based on a New Type of Fingerprint in Massive MIMO System for COVID-19 Contact Detection.
Sensors, 2022
An Infrared Array Sensor-Based Approach for Activity Detection, Combining Low-Cost Technology with Advanced Deep Learning Techniques.
Sensors, 2022
Deep learning with RGB and thermal images onboard a drone for monitoring operations.
J. Field Robotics, 2022
Wi-Fi-Based Fall Detection Using Spectrogram Image of Channel State Information.
IEEE Internet Things J., 2022
2-D LIDAR-Based Approach for Activity Identification and Fall Detection.
IEEE Internet Things J., 2022
Low-Resolution Infrared Array Sensor for Counting and Localizing People Indoors: When Low End Technology Meets Cutting Edge Deep Learning Techniques.
Inf., 2022
An Evaluation on Information Composition in Dementia Detection Based on Speech.
IEEE Access, 2022
Sarcasm Over Time and Across Platforms: Does the Way We Express Sarcasm Change?
IEEE Access, 2022
Dynamic Antenna Control for HAPS Using Geometry-based Method in Multi-Cell Configuration.
Proceedings of the 95th IEEE Vehicular Technology Conference, 2022
Adaptive DNN-based CSI Feedback with Quantization for FDD Massive MIMO Systems.
Proceedings of the 96th Vehicular Technology Conference, 2022
Dementia Detection Using Language Models and Transfer Learning.
Proceedings of the ICSIM 2022: The 5th International Conference on Software Engineering and Information Management, Yokohama, Japan, January 21, 2022
Evaluation of Fully Convolutional One-Stage Object Detection for Drone Detection.
Proceedings of the Image Analysis and Processing. ICIAP 2022 Workshops, 2022
Drone-vs-Bird Detection Challenge at ICIAP 2021.
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Proceedings of the Image Analysis and Processing. ICIAP 2022 Workshops, 2022
Dynamic Antenna Control for HAPS Using Fuzzy Q-Learning in Multi-Cell Configuration.
Proceedings of the IEEE International Conference on Communications, 2022
Heartbeat Detection Using 3D Lidar and MIMO Doppler Radar.
Proceedings of the IEEE International Conference on Communications, 2022
Social Robot Detection Using RoBERTa Classifier and Random Forest Regressor with Similarity Analysis.
Proceedings of the IEEE Global Communications Conference, 2022
2021
A Deep Learning-Based Low Overhead Beam Selection in mmWave Communications.
IEEE Trans. Veh. Technol., 2021
A Novel Hybrid Deep Learning Model for Activity Detection Using Wide-Angle Low-Resolution Infrared Array Sensor.
IEEE Access, 2021
Data Augmentation for Sentiment Analysis Using Sentence Compression-Based SeqGAN With Data Screening.
IEEE Access, 2021
All-in-One Hate Speech Detectors May not be what You Want.
Proceedings of the ICSIM 2021: 2021 The 4th International Conference on Software Engineering and Information Management, 2021
Activity Detection using 2D LIDAR for Healthcare and Monitoring.
Proceedings of the IEEE Global Communications Conference, 2021
A Novel Approach for Inter-User Distance Estimation in 5G mmWave Networks Using Deep Learning.
Proceedings of the 26th IEEE Asia-Pacific Conference on Communications, 2021
2020
Wi-Fi-CSI-based Fall Detection by Spectrogram Analysis with CNN.
Proceedings of the IEEE Global Communications Conference, 2020
An Infrared Array Sensor-Based Method for Localizing and Counting People for Health Care and Monitoring.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
2019
Multi-class sentiment analysis on twitter: Classification performance and challenges.
Big Data Min. Anal., 2019
2018
Hate Speech on Twitter: A Pragmatic Approach to Collect Hateful and Offensive Expressions and Perform Hate Speech Detection.
IEEE Access, 2018
Multi-Class Sentiment Analysis in Twitter: What if Classification is Not the Answer.
IEEE Access, 2018
2017
A Pattern-Based Approach for Multi-Class Sentiment Analysis in Twitter.
IEEE Access, 2017
2016
A Pattern-Based Approach for Sarcasm Detection on Twitter.
IEEE Access, 2016
Sentiment analysis: From binary to multi-class classification: A pattern-based approach for multi-class sentiment analysis in Twitter.
Proceedings of the 2016 IEEE International Conference on Communications, 2016
Sentiment Analysis in Twitter: From Classification to Quantification of Sentiments within Tweets.
Proceedings of the 2016 IEEE Global Communications Conference, 2016
2015
Sarcasm Detection in Twitter: "All Your Products Are Incredibly Amazing!!!" - Are They Really?
Proceedings of the 2015 IEEE Global Communications Conference, 2015
Opinion Mining in Twitter How to Make Use of Sarcasm to Enhance Sentiment Analysis.
Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015