Miriam A. M. Capretz

Miriam A. M. Capretz

Western University

H-index: 29

Asia-Thailand

About Miriam A. M. Capretz

Miriam A. M. Capretz, With an exceptional h-index of 29 and a recent h-index of 23 (since 2020), a distinguished researcher at Western University, specializes in the field of Data Management and Analytics, Cloud Computing, Service Oriented Architecture, Software Security, Privacy.

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

LoRaCELL-Driven IoT Smart Lighting Systems: Sustainability in Urban Infrastructure

Safe Reinforcement Learning for Arm Manipulation with Constrained Markov Decision Process

Toward Prediction of Energy Consumption Peaks and Timestamping in Commercial Supermarkets Using Deep Learning

Anomaly detection in time-series data using evolutionary neural architecture search with non-differentiable functions

Wind-Driven Cross-Ventilation in a Low-Rise Residential Building with Neighbourhoods

Dynamic successor features for transfer learning and guided exploration

Multi-Factor Edge-Weighting with Reinforcement Learning for Load Balancing of Electric Vehicle Charging Stations

Scheduling Electric Vehicle Charging for Grid Load Balancing

Miriam A. M. Capretz Information

University

Position

Professor of Software Engineering, Western University, Canada

Citations(all)

5269

Citations(since 2020)

3502

Cited By

3107

hIndex(all)

29

hIndex(since 2020)

23

i10Index(all)

67

i10Index(since 2020)

33

Email

University Profile Page

Western University

Google Scholar

View Google Scholar Profile

Miriam A. M. Capretz Skills & Research Interests

Data Management and Analytics

Cloud Computing

Service Oriented Architecture

Software Security

Privacy

Top articles of Miriam A. M. Capretz

Title

Journal

Author(s)

Publication Date

LoRaCELL-Driven IoT Smart Lighting Systems: Sustainability in Urban Infrastructure

Sensors

Iago Z Biundini

Milena F Pinto

Leonardo M Honório

Miriam AM Capretz

Amanda O Timotheo

...

2024/1/16

Safe Reinforcement Learning for Arm Manipulation with Constrained Markov Decision Process

Robotics

Patrick Adjei

Norman Tasfi

Santiago Gomez-Rosero

Miriam AM Capretz

2024/4/18

Toward Prediction of Energy Consumption Peaks and Timestamping in Commercial Supermarkets Using Deep Learning

Energies

Mengchen Zhao

Santiago Gomez-Rosero

Hooman Nouraei

Craig Zych

Miriam AM Capretz

...

2024/4/1

Anomaly detection in time-series data using evolutionary neural architecture search with non-differentiable functions

Applied Soft Computing

Santiago Gomez-Rosero

Miriam AM Capretz

2024/3/1

Wind-Driven Cross-Ventilation in a Low-Rise Residential Building with Neighbourhoods

Available at SSRN 4481480

Matthew R Vandewiel

Meseret T Kahsay

Muna Younis

Girma Bitsuamlak

Miriam AM Capretz

2023/6/20

Dynamic successor features for transfer learning and guided exploration

Knowledge-Based Systems

Norman Tasfi

Eder Santana

Luisa Liboni

Miriam Capretz

2023/5/12

Multi-Factor Edge-Weighting with Reinforcement Learning for Load Balancing of Electric Vehicle Charging Stations

Lucas Hartman

Santiago Gomez-Rosero

Patrick Adjei

Miriam AM Capretz

2023/12/15

Scheduling Electric Vehicle Charging for Grid Load Balancing

Zhixin Han

Katarina Grolinger

Miriam Capretz

Syed Mir

2023/10/16

Health Prognostics Classification with Autoencoders for Predictive Maintenance of HVAC Systems

Energies

Ruiqi Tian

Santiago Gomez-Rosero

Miriam AM Capretz

2023/10/14

Machine Learning for Health Conditions Prognostic of HVAC Systems

Ruiqi Tian

Santiago Gomez-Rosero

Miriam AM Capretz

2023/9/11

Multiclass anomaly detection in imbalanced structural health monitoring data using convolutional neural network

Journal of Infrastructure Preservation and Resilience

Mengchen Zhao

Ayan Sadhu

Miriam Capretz

2022/8/3

Numerical Investigation of Wind-Driven Cross-Ventilation on a Low-Rise Residential Building

Matthew R Vandewiel

Muna Younis

Meseret T Kahsay

Miriam AM Capretz

Girma T Bitsuamlak

2022/7/25

Transformer-based model for electrical load forecasting

Energies

Alexandra L’Heureux

Katarina Grolinger

Miriam AM Capretz

2022/7/8

Toward smart-building digital twins: BIM and IoT data integration

IEEE Access

Dagimawi D Eneyew

Miriam AM Capretz

Girma T Bitsuamlak

2022/12/15

An edge-fog architecture for distributed 3D reconstruction and remote monitoring of a power plant site in the context of 5G

Sensors

Vinicius Vidal

Leonardo Honório

Milena Pinto

Mario Dantas

Maria Aguiar

...

2022/6/14

Anomaly Detection with Convolutional Autoencoder for Predictive Maintenance

Ruiqi Tian

Luisa Liboni

Miriam Capretz

2022/11/26

An edge–fog architecture for distributed 3D reconstruction

Future generation computer systems

Vinicius F Vidal

Leonardo M Honório

Milena F Pinto

Mario AR Dantas

Maria Júlia Aguiar

...

2022/10/1

Dynamic planning networks

Norman Tasfi

Miriam Capretz

2021/7/18

Arcog: An aerial robotics cognitive architecture

Robotica

Milena F Pinto

Leonardo M Honório

Andre LM Marcato

Mario AR Dantas

Aurelio G Melo

...

2021/3

Transfer learning by similarity centred architecture evolution for multiple residential load forecasting

Smart Cities

Santiago Gomez-Rosero

Miriam AM Capretz

Syed Mir

2021/2/1

See List of Professors in Miriam A. M. Capretz University(Western University)