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Patrick Dumond
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2020 – today
- 2026
[j5]Mert Sehri
, Ana Cardoso, Francisco de Assis Boldt, Patrick Dumond
:
Industrial steel slag flow data loading method for deep learning applications. Expert Syst. Appl. 300: 130457 (2026)- 2025
[j4]Zehui Hua
, Juanjuan Shi, Patrick Dumond:
Latent subdomain assignment based on pseudo domain labels for fault diagnosis of unseen data. Adv. Eng. Informatics 67: 103526 (2025)
[j3]Mert Sehri
, Zehui Hua
, Francisco de Assis Boldt
, Patrick Dumond:
Selective embedding for deep learning. Knowl. Based Syst. 330: 114535 (2025)
[i6]Govind Vashishtha, Sumika Chauhan, Mert Sehri, Justyna Hebda-Sobkowicz, Radoslaw Zimroz, Patrick Dumond, Rajesh Kumar:
Advancing machine fault diagnosis: A detailed examination of convolutional neural networks. CoRR abs/2502.08689 (2025)
[i5]Mert Sehri, Igor Varejão
, Zehui Hua, Vitor Berger Bonella, Adriano Santos, Francisco de Assis Boldt, Patrick Dumond, Flávio Miguel Varejão:
Towards a Universal Vibration Analysis Dataset: A Framework for Transfer Learning in Predictive Maintenance and Structural Health Monitoring. CoRR abs/2504.11581 (2025)
[i4]Mert Sehri, Merve Ertagrin, Özal Yildirim, Ahmet Orhan, Patrick Dumond:
Deep Learning Approach to Bearing and Induction Motor Fault Diagnosis via Data Fusion. CoRR abs/2506.11032 (2025)
[i3]Efe Çakir, Patrick Dumond:
A Comparative Analysis of Reinforcement Learning and Conventional Deep Learning Approaches for Bearing Fault Diagnosis. CoRR abs/2506.19929 (2025)
[i2]Mert Sehri, Zehui Hua, Francisco de Assis Boldt, Patrick Dumond:
Selective Embedding for Deep Learning. CoRR abs/2507.13399 (2025)
[i1]Mert Sehri, Ana Cardoso, Francisco de Assis Boldt, Patrick Dumond:
Industrial Steel Slag Flow Data Loading Method for Deep Learning Applications. CoRR abs/2509.00034 (2025)- 2024
[j2]Jacob Hendriks
, Mana Azarm
, Patrick Dumond:
Structured Data Ontology for AI in Industrial Asset Condition Monitoring. J. Sens. Actuator Networks 13(2): 23 (2024)- 2022
[j1]Juanjuan Shi
, Zehui Hua
, Weiguo Huang
, Patrick Dumond
, Changqing Shen
, Zhongkui Zhu
:
Instantaneous Frequency Synchronized Generalized Stepwise Demodulation Transform for Bearing Fault Diagnosis. IEEE Trans. Instrum. Meas. 71: 1-15 (2022)- 2021
[c4]Alexis Thibodeau, Patrick Dumond, Edward D. Lemaire:
Passive Rotation Angle Motion Validation for an Ankle-Foot Orthosis Multi-Jointed Surrogate Lower Limb Design. EMBC 2021: 4555-4558
[c3]Justin Larocque-Villiers, Patrick Dumond, David Knox:
Automating Predictive Maintenance Using State-Based Transfer Learning and Ensemble Methods. ROSE 2021: 1-7
2010 – 2019
- 2018
[c2]Sarah Horton, Patrick Dumond:
Consistent Manufacturing Device for Coiled Polymer Actuators. EMBC 2018: 1849-1852
[c1]Sanaz Bahrami, Patrick Dumond:
Testing of Coiled Nylon Actuators for Use in Spastic Hand Exoskeletons. EMBC 2018: 1853-1856
Coauthor Index

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last updated on 2026-01-05 23:42 CET by the dblp team
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