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K. Selçuk Candan

Arizona State University (ASU)

555 N Central Ave

Phoenix, AZ 85004

United States

SCHOLARLY PAPERS

7

DOWNLOADS

497

TOTAL CITATIONS

2

Scholarly Papers (7)

Unsupervised Domain Adaptation for Hvac Fault Diagnosis Using Contrastive Adaptation Network

Number of pages: 25 Posted: 17 Dec 2024
Drexel University, Drexel University, Arizona State University (ASU), Arizona State University (ASU) and Texas A&M University - Department of Mechanical Engineering
Downloads 75
Citation 1

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Unsupervised Domain Adaptation, HVAC Fault Detection and Diagnosis, Transfer Learning, Contrastive Adaptation Network, Temporal Causality Discovery Framework

Unsupervised Domain Adaptation for Hvac Fault Diagnosis Using Contrastive Adaptation Network

Number of pages: 40 Posted: 29 Jan 2025
Drexel University, Drexel University, Arizona State University (ASU), Arizona State University (ASU) and Texas A&M University - Department of Mechanical Engineering
Downloads 54

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Unsupervised domain adaptation, HVAC fault detection and diagnosis, Transfer learning, Contrastive adaptation network, Temporal causality discovery framework

An Entropy-Based Causality Framework for Cross-Level Faults Diagnosis and Isolation in Building Hvac Systems

Number of pages: 31 Posted: 31 Jan 2024
Kennesaw State University, Drexel University, Arizona State University (ASU), Drexel University, Texas A&M University, Arizona State University (ASU), Drexel University, Texas A&M University - Department of Mechanical Engineering and Arizona State University (ASU)
Downloads 65

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Causal learning, Information entropy, Bayesian network, Cross-level fault, Root cause fault diagnosis, Building HVAC system

An Entropy-Based Causality Framework for Cross-Level Faults Diagnosis and Isolation in Building Hvac Systems

Number of pages: 31 Posted: 28 Feb 2024
Kennesaw State University, Drexel University, Arizona State University (ASU), Drexel University, Texas A&M University, Arizona State University (ASU), Drexel University, Texas A&M University - Department of Mechanical Engineering and Arizona State University (ASU)
Downloads 23

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Causal learning, Information entropy, Bayesian network, Cross-level fault, Root cause fault diagnosis, Building HVAC system

3.

Ee-Gfe: An Information-Entropy Graph-Based Feature Extraction Approach for Cross-Datasets Fault Detection in Building Hvac Systems

Number of pages: 29 Posted: 25 Jan 2025
Kennesaw State University, Arizona State University (ASU), King Fahd University of Petroleum and Minerals, affiliation not provided to SSRN, Arizona State University (ASU), Drexel University, Texas A&M University - Department of Mechanical Engineering and Arizona State University (ASU)
Downloads 75

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Building HVAC systems, Information entropy, Graphs, Feature extraction, Data-driven fault detection

4.

Pancommunity: Non-Monolithic Complex Epidemic and Pandemic Modeling

9TH INTERNATIONAL CONFERENCE ON INFECTIOUS DISEASE DYNAMICS:P3.172
Number of pages: 1 Posted: 05 Dec 2023
Arizona State University (ASU), Arizona State University (ASU), Arizona State University (ASU), Arizona State University (ASU), Arizona State University (ASU), Georgia State University, Arizona State University (ASU), Arizona State University (ASU), Arizona State University (ASU), Arizona State University (ASU) and Arizona State University (ASU)
Downloads 69
Citation 1

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5.

Sirtem: Spatially Informed Rapid Testing for Epidemic Modeling and Response to Covid-19

9TH INTERNATIONAL CONFERENCE ON INFECTIOUS DISEASE DYNAMICS:P1.060
Number of pages: 1 Posted: 05 Dec 2023
Arizona State University (ASU), Georgia State University, Georgia State University, Arizona State University (ASU) - School of Computing and Augmented Intelligence, Arizona State University (ASU), Arizona State University (ASU) and Georgia State University
Downloads 57

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6.

Graph-based unsupervised domain adaptation for fault diagnosis of HVAC systems

Number of pages: 67 Posted: 30 Sep 2025
Drexel University, Drexel University, Arizona State University (ASU), Arizona State University (ASU) and Texas A&M University - Department of Mechanical Engineering
Downloads 49

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Unsupervised domain adaptation, HVAC fault diagnosis, Graph convolutional network, Transfer Learning, Temporal causal discovery framework

7.

Domain Disentanglement for Epidemic Onset Forecasting: Knowledge Transfer from Data-Rich to Data-Poor Communities

Number of pages: 1 Posted: 27 Apr 2026
Arizona State University (ASU), Arizona State University (ASU) and Georgia State University
Downloads 30

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