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ORCIDDiana P. Tobón
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- affiliation: Universidad de Medellín, Colombia
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2020 – today
- 2025
[j18]Martha Rodríguez, Diana P. Tobón
, Danny Múnera:
A framework for anomaly classification in Industrial Internet of Things systems. Internet Things 29: 101446 (2025)- 2024
- [j17]Mauricio González-Palacio, Diana Tobón-Vallejo, Lina María Sepúlveda-Cano, Mario Mauricio, Christof Röhrig, Long Bao Le:
Machine-Learning-Assisted Transmission Power Control for LoRaWAN Considering Environments With High Signal- to -Noise Variation. IEEE Access 12: 54449-54470 (2024) - [j16]M. Shamim Hossain, Diana P. Tobón, Josu Bilbao, Abdulmotaleb El-Saddik:
Guest Editorial of the Special Section on Digital Twin and Metaverse for Consumer Health (MCH). IEEE Trans. Consumer Electron. 70(3): 5628-5630 (2024) - 2023
- [j15]M. Shamim Hossain, Josu Bilbao, Diana P. Tobón, Abdulmotaleb El-Saddik:
Advances of machine learning in IoT-cloud for healthcare. Computing 105(4): 741-742 (2023) - [j14]Mauricio González-Palacio, Diana Tobón-Vallejo, Lina María Sepúlveda-Cano, Santiago Rúa, Giovanni Pau, Long Bao Le:
LoRaWAN Path Loss Measurements in an Urban Scenario including Environmental Effects. Data 8(1): 4 (2023) - [j13]Mauricio González-Palacio, Diana Tobón-Vallejo, Lina María Sepúlveda-Cano, Santiago Rúa, Long Bao Le:
Machine-Learning-Based Combined Path Loss and Shadowing Model in LoRaWAN for Energy Efficiency Enhancement. IEEE Internet Things J. 10(12): 10725-10739 (2023) - [j12]Martha Rodríguez, Diana P. Tobón, Danny Múnera:
Anomaly classification in industrial Internet of things: A review. Intell. Syst. Appl. 18: 200232 (2023) - [c7]Mariana Alegria, Citlali Alvarado, Mariana Ballesteros, Diana Tobón-Vallejo, David Cruz-Ortiz:
Development of a Wearable Device for Analyzing Plantar Load in the Human Gait Cycle. ICCMA 2023: 7-12 - 2022
- [j11]Mauricio González-Palacio, Lina María Sepúlveda-Cano, Diana P. Tobón, Cesar A. Azurdia-Meza:
Characterisation of path loss models in wireless sensor networks: scenarios, variables, and open problems. Int. J. Ultra Wideband Commun. Syst. 5(3): 164-188 (2022) - [j10]M. Shamim Hossain, Josu Bilbao, Diana P. Tobón, Ghulam Muhammad, Abdulmotaleb El-Saddik:
Special issue deep learning for multimedia healthcare. Multim. Syst. 28(4): 1147-1150 (2022) - [j9]Diana P. Tobón, M. Shamim Hossain, Ghulam Muhammad, Josu Bilbao, Abdulmotaleb El-Saddik:
Deep learning in multimedia healthcare applications: a review. Multim. Syst. 28(4): 1465-1479 (2022) - [j8]Abhishek Tiwari, Raymundo Cassani, Shruti Rajendra Kshirsagar, Diana P. Tobón, Yi Zhu, Tiago H. Falk:
Modulation Spectral Signal Representation for Quality Measurement and Enhancement of Wearable Device Data: A Technical Note. Sensors 22(12): 4579 (2022) - [j7]Izaldein Al-Zyoud, Fedwa Laamarti, Xiaocong Ma, Diana P. Tobón, Abdulmotaleb El-Saddik:
Towards a Machine Learning-Based Digital Twin for Non-Invasive Human Bio-Signal Fusion. Sensors 22(24): 9747 (2022) - [j6]M. Shamim Hossain, Rita Cucchiara, Ghulam Muhammad, Diana P. Tobón, Abdulmotaleb El-Saddik:
Special Section on AI-empowered Multimedia Data Analytics for Smart Healthcare. ACM Trans. Multim. Comput. Commun. Appl. 18(1s): 38:1-38:2 (2022) - 2021
- [j5]Haopeng Wang, Diana P. Tobón, M. Shamim Hossain, Abdulmotaleb El-Saddik:
Deep Learning (DL)-Enabled System for Emotional Big Data. IEEE Access 9: 116073-116082 (2021) - [j4]Roberto Martinez-Velazquez, Diana P. Tobón, Alejandro Sanchez, Abdulmotaleb El-Saddik, Emil M. Petriu:
A Machine Learning Approach as an Aid for Early COVID-19 Detection. Sensors 21(12): 4202 (2021) - 2020
- [p1]Diana P. Tobón, Abdulmotaleb El-Saddik:
Emotional States Detection Approaches Based on Physiological Signals for Healthcare Applications: A Review. Connected Health in Smart Cities 2020: 47-74
2010 – 2019
- 2019
- [c6]Xiaocong Ma, Diana P. Tobón, Abdulmotaleb El-Saddik:
Remote Photoplethysmography (rPPG) for Contactless Heart Rate Monitoring Using a Single Monochrome and Color Camera. ICSM 2019: 248-262 - 2018
- [j3]Diana P. Tobón, Tiago H. Falk:
Adaptive Spectro-Temporal Filtering for Electrocardiogram Signal Enhancement. IEEE J. Biomed. Health Informatics 22(2): 421-428 (2018) - [c5]Juan Sebastian Arteaga-Falconi, Diana P. Tobón, Abdulmotaleb El-Saddik:
EER Calculation and DET Approximation in a Multi-Threshold Biometric System. MeMeA 2018: 1-6 - [c4]Amani Albraikan, Diana P. Tobón, Abdulmotaleb El-Saddik:
Hyper-Parameter Optimization for Emotion Detection using Physiological Signals. PerCom Workshops 2018: 836-841 - 2017
- [c3]Diana P. Tobón, Srinivasan Jayaraman, Tiago H. Falk:
Improved heart rate variability measurement based on modulation spectral processing of noisy electrocardiogram signals. BSN 2017: 51-54 - 2016
- [j2]Diana P. Tobón, Tiago H. Falk, Martin Maier:
MS-QI: A Modulation Spectrum-Based ECG Quality Index for Telehealth Applications. IEEE Trans. Biomed. Eng. 63(8): 1613-1622 (2016) - [c2]Diana P. Tobón, Tiago H. Falk:
Adaptive Modulation Spectral Filtering for Improved Electrocardiogram Quality Enhancement. CinC 2016 - 2015
- [c1]Diana P. Tobón, Tiago H. Falk:
Online ECG quality assessment for context-aware wireless body area networks. CCECE 2015: 587-592 - 2013
- [j1]Diana P. Tobón, Tiago H. Falk, Martin Maier:
Context awareness in WBANs: a survey on medical and non-medical applications. IEEE Wirel. Commun. 20(4) (2013)
Coauthor Index
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