Patrick Dumond

15 papers Journal 11Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Industrial steel slag flow data loading method for deep learning applications.
Expert Syst. Appl.
Mert Sehri, Ana Cardoso, Francisco de Assis Boldt, Patrick Dumond
2025 J jnl
A Comparative Analysis of Reinforcement Learning and Conventional Deep Learning Approaches for Bearing Fault Diagnosis.
CoRR
Efe Çakir, Patrick Dumond
2025 J jnl
Advancing machine fault diagnosis: A detailed examination of convolutional neural networks.
CoRR
Govind Vashishtha, Sumika Chauhan, Mert Sehri, Justyna Hebda-Sobkowicz, Radoslaw Zimroz, Patrick Dumond, Rajesh Kumar
2025 J jnl
Deep Learning Approach to Bearing and Induction Motor Fault Diagnosis via Data Fusion.
CoRR
Mert Sehri, Merve Ertagrin, Özal Yildirim, Ahmet Orhan, Patrick Dumond
2025 J jnl
Industrial Steel Slag Flow Data Loading Method for Deep Learning Applications.
CoRR
Mert Sehri, Ana Cardoso, Francisco de Assis Boldt, Patrick Dumond
2025 J jnl
Latent subdomain assignment based on pseudo domain labels for fault diagnosis of unseen data.
Adv. Eng. Informatics
Zehui Hua, Juanjuan Shi, Patrick Dumond
2025 J jnl
Selective Embedding for Deep Learning.
CoRR
Mert Sehri, Zehui Hua, Francisco de Assis Boldt, Patrick Dumond
2025 J jnl
Selective embedding for deep learning.
Knowl. Based Syst.
Mert Sehri, Zehui Hua, Francisco de Assis Boldt, Patrick Dumond
2025 J jnl
Towards a Universal Vibration Analysis Dataset: A Framework for Transfer Learning in Predictive Maintenance and Structural Health Monitoring.
CoRR
Mert Sehri, Igor Varejão, Zehui Hua, Vitor Berger Bonella, Adriano Santos, Francisco de Assis Boldt, Patrick Dumond, Flávio Miguel Varejão
2024 J jnl
Structured Data Ontology for AI in Industrial Asset Condition Monitoring.
J. Sens. Actuator Networks
Jacob Hendriks, Mana Azarm, Patrick Dumond
2022 J jnl
Instantaneous Frequency Synchronized Generalized Stepwise Demodulation Transform for Bearing Fault Diagnosis.
IEEE Trans. Instrum. Meas.
Juanjuan Shi, Zehui Hua, Weiguo Huang, Patrick Dumond, Changqing Shen, Zhongkui Zhu
2021 — conf
Automating Predictive Maintenance Using State-Based Transfer Learning and Ensemble Methods.
ROSE
Justin Larocque-Villiers, Patrick Dumond, David Knox
2021 — conf
Passive Rotation Angle Motion Validation for an Ankle-Foot Orthosis Multi-Jointed Surrogate Lower Limb Design.
EMBC
Alexis Thibodeau, Patrick Dumond, Edward D. Lemaire
2018 — conf
Consistent Manufacturing Device for Coiled Polymer Actuators.
EMBC
Sarah Horton, Patrick Dumond
2018 — conf
Testing of Coiled Nylon Actuators for Use in Spastic Hand Exoskeletons.
EMBC
Sanaz Bahrami, Patrick Dumond