Diana Patricia Tobón Vallejo

About Diana Patricia Tobón Vallejo

Diana Patricia Tobón Vallejo, With an exceptional h-index of 10 and a recent h-index of 9 (since 2020), a distinguished researcher at Universidad de Medellín, specializes in the field of signal processing, biomedical, ECG, networking, data sciencie.

His recent articles reflect a diverse array of research interests and contributions to the field:

Machine-Learning-Assisted Transmission Power Control for LoRaWAN Considering Environments with High Signal-to-Noise Variation

Machine-learning-based combined path loss and shadowing model in LoRaWAN for energy efficiency enhancement

Using Cognitive-Motor Dual-Tasks and Functional Near-Infrared Spectroscopy to Characterize Older Adults with and without Subjective Cognitive Decline

Anomaly classification in industrial Internet of things: A review

Advances of machine learning in IoT-cloud for healthcare

Deep learning in multimedia healthcare applications: a review

Modulation spectral signal representation for quality measurement and enhancement of wearable device data: A technical note

Lorawan path loss measurements in an urban scenario including environmental effects

Diana Patricia Tobón Vallejo Information

University

Position

Full time professor at Colombia

Citations(all)

485

Citations(since 2020)

348

Cited By

237

hIndex(all)

10

hIndex(since 2020)

9

i10Index(all)

11

i10Index(since 2020)

9

Email

University Profile Page

Google Scholar

Diana Patricia Tobón Vallejo Skills & Research Interests

signal processing

biomedical

ECG

networking

data sciencie

Top articles of Diana Patricia Tobón Vallejo

Title

Journal

Author(s)

Publication Date

Machine-Learning-Assisted Transmission Power Control for LoRaWAN Considering Environments with High Signal-to-Noise Variation

IEEE Access

Mauricio González-Palacio

Diana Tobón-Vallejo

Lina M Sepúlveda-Cano

Mario Luna-delRisco

Christof Roehrig

...

2024/4/11

Machine-learning-based combined path loss and shadowing model in LoRaWAN for energy efficiency enhancement

IEEE Internet of Things Journal

Mauricio González-Palacio

Diana Tobón-Vallejo

Lina M Sepúlveda-Cano

Santiago Rúa

Long Bao Le

2023/1/25

Using Cognitive-Motor Dual-Tasks and Functional Near-Infrared Spectroscopy to Characterize Older Adults with and without Subjective Cognitive Decline

Journal of Alzheimer's Disease

Talia Salzman

Diana P Tobón

Hannah Perreault

Farah Farhat

Sarah Fraser

2023/9/11

Anomaly classification in industrial Internet of things: A review

Martha Rodríguez

Diana P Tobón

Danny Múnera

2023/5/12

Advances of machine learning in IoT-cloud for healthcare

Computing. Archives for Informatics and Numerical Computation

M Shamim Hossain

Josu Bilbao

Diana P Tobón

Abdulmotaleb El Saddik

2023/4/1

Deep learning in multimedia healthcare applications: a review

Diana P Tobon

M Shamim Hossain

Ghulam Muhammad

Josu Bilbao

Abdulmotaleb El Saddik

2022/8

Modulation spectral signal representation for quality measurement and enhancement of wearable device data: A technical note

Abhishek Tiwari

Raymundo Cassani

Shruti Kshirsagar

Diana P Tobon

Yi Zhu

...

2022/6/17

Lorawan path loss measurements in an urban scenario including environmental effects

Data

Mauricio González-Palacio

Diana Tobón-Vallejo

Lina M Sepúlveda-Cano

Santiago Rúa

Giovanni Pau

...

2022/12/22

Special section on AI-empowered multimedia data analytics for smart healthcare

M Shamim Hossain

Rita Cucchiara

Ghulam Muhammad

Diana P Tobón

Abdulmotaleb El Saddik

2022/1/25

Towards a machine learning-based digital twin for non-invasive human bio-signal fusion

Sensors

Izaldein Al-Zyoud

Fedwa Laamarti

Xiaocong Ma

Diana Tobón

Abdulmotaleb El Saddik

2022/12/12

Characterisation of path loss models in wireless sensor networks: scenarios, variables, and open problems

International Journal of Ultra Wideband Communications and Systems

Mauricio González-Palacio

Lina M Sepúlveda-Cano

Diana P Tobón-Vallejo

César Azurdia-Meza

2022

WHAT CAN DUAL-TASK WALKING AND TAPPING TELL US ABOUT SUBJECTIVE COGNITIVE DECLINE? AN FNIRS STUDY

Innovation in Aging

Talia Salzman

Hannah Perreault

Farah Farhat

Diana Tobon Vallejo

Sarah Fraser

2022/11

Special issue deep learning for multimedia healthcare

Multimedia Systems

M Shamim Hossain

Josu Bilbao

Diana P Tobón

Ghulam Muhammad

Abdulmotaleb El Saddik

2022/8

Deep learning (DL)-enabled system for emotional big data

IEEE Access

Haopeng Wang

M Shamim Hossain

Abdulmotaleb El Saddik

2021/8/9

A machine learning approach as an aid for early COVID-19 detection

Sensors

Roberto Martinez-Velazquez

Diana P Tobón V

Alejandro Sanchez

Abdulmotaleb El Saddik

Emil Petriu

2021/6/18

Hemodynamic and behavioral changes in older adults during cognitively demanding dual tasks

Brain and behavior

Talia Salzman

Diana Tobón Vallejo

Nadia Polskaia

Lucas Michaud

Gabrielle St‐Amant

...

2021/3

Prefrontal cortex involvement during dual-task stair climbing in healthy older adults: an fNIRS study

Brain sciences

Talia Salzman

Ahmed Aboualmagd

Hawazin Badawi

Diana Tobón-Vallejo

Hyejun Kim

...

2021/1/7

An fNIRS Investigation of Discrete and Continuous Cognitive Demands During Dual-Task Walking in Young Adults

Frontiers in Human Neuroscience

and Sarah Anne Fraser Tabassum Tahmina Rahman

Nadia Polskaia

Gabrielle St-Amant

Talia Salzman

Diana Tobón Vallejo

...

2021/11/16

Emotional states detection approaches based on physiological signals for healthcare applications: a review

Diana Patricia Tobón Vallejo

Abdulmotaleb El Saddik

2020

Method and system for determining heart rate variability

2020/11/5

See List of Professors in Diana Patricia Tobón Vallejo University(Universidad de Medellín)