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Author

Mallika Kliangkhlao

Institution: Walailak University
ORCID: 0000-0002-1534-3255
Observed ORCID: 0000-0002-1534-3255
OpenAlex ID: A5081855841
Personal thermal comfort prediction using multi-physiological sensors: The design and development of deep neural network models based on individual preferences
2023 · Kanjana Haruehansapong, Mallika Kliangkhlao, et al. · Building and Environment · 26
Deep Learning-Driven Automated Fault Detection and Diagnostics Based on a Contextual Environment: A Case Study of HVAC System
2022 · Kanjana Haruehansapong, Wisit Roungprom, et al. · Buildings · 20
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Design and Development of Internet of Things-Driven Fault Detection of Indoor Thermal Comfort: HVAC System Problems Case Study
2022 · Bukhoree Sahoh, Mallika Kliangkhlao, et al. · Sensors · 20
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Electrodermal activity and heart rate variability–driven personal thermal comfort prediction and explanation
2024 · Mallika Kliangkhlao, Kanjana Haruehansapong, et al. · Building and Environment · 18
Causal Artificial Intelligence for High-Stakes Decisions: The Design and Development of a Causal Machine Learning Model
2022 · Bukhoree Sahoh, Kanjana Haruehansapong, et al. · IEEE Access · 16
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Causal AI-Powered Event Interpretation: A Cause-and-Effect Discovery for Indoor Thermal Comfort Measurements
2022 · Bukhoree Sahoh, Charlee Kaewrat, et al. · IEEE Internet of Things Journal · 15
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The Design and Development of a Causal Bayesian Networks Model for the Explanation of Agricultural Supply Chains
2022 · Mallika Kliangkhlao, Somchai Limsiroratana, et al. · IEEE Access · 12
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One-point-reference-based approach for multi-indoor microclimate prediction based on dynamic-environmental factors
2025 · Mallika Kliangkhlao, Panachat Aiamnam, et al. · Journal of Building Engineering · 9
Causal Artificial Intelligence–Driven Approach for HVAC Preventive Maintenance Explanation
2024 · Mallika Kliangkhlao, Kanjana Haruehansapong, et al. · IEEE Access · 9
Harnessing the power of big data digitization for market factors awareness in supply chain management
2022 · Mallika Kliangkhlao, Somchai Limsiroratana · Multimedia Tools and Applications · 9
A Personal Thermal Comfort Model Based on Causal Artificial Intelligence: A Physiological Sensor-Enabled Causal Identifiability
2024 · Bukhoree Sahoh, Mallika Kliangkhlao, et al. · IEEE Journal of Biomedical and Health Informatics · 7
Toward causal artificial intelligence approach for PM2.5 interpretation: A discovery of structural causal models
2025 · Mallika Kliangkhlao, Apaporn Tipsavak, et al. · Ecological Informatics · 6
Towards the Idea of Agricultural Market Understanding for Automatic Event Detection
2019 · Mallika Kliangkhlao, Somchai Limsiroratana · International Conference on Software and Computer Applications (ICSCA) · 4
Deep learning-based comparative evaluation of EEG, HRV, and EDA biomarkers for personal thermal comfort prediction
2025 · Bukhoree Sahoh, Fatimah Wongsontham, et al. · Biomedical Signal Processing and Control · 3
Explainable artificial intelligence-driven model for ultrafine particle (PM0.1) prediction and explanation using meteorological variables
2025 · Apaporn Tipsavak, Thanyabun Phutson, et al. · Environmental Challenges · 3
Deep-Learning-Based Prediction System for Ultrafine Particulate Matter (PM0.1) Concentration Using Meteorological Factors
2025 · Apaporn Tipsavak, Thanathip Limna, et al. · Engineered Science · 3
Ultrafine particle concentration modeling from incense burning: An interpretable machine learning approach using ambient indoor conditions
2025 · Kanjana Haruehansapong, Aphichet Krodsuea, et al. · Journal of Building Engineering · 2
A sequential deep learning framework for proactive fault detection in Multi-Unit HVAC systems
2026 · Mallika Kliangkhlao, Thanyabun Phutson, et al. · Energy and Buildings · 1
Deep learning-optimized high-fidelity allergic rhinitis exacerbation prediction: A systematic comparative evaluation of medical-grade and consumer-grade wearable sensors
2026 · Apaporn Tipsavak, Yunyong Punsawad, et al. · Smart Health
Review of: "“Hospital’s Thermo-neutral Zone for Patient Safety and Climate Change Sustainability"
2023 · Mallika Kliangkhlao · Qeios
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Correction to: Harnessing the power of big data digitization for market factors awareness in supply chain management
2022 · Mallika Kliangkhlao, Somchai Limsiroratana · Multimedia Tools and Applications
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Works count: 21
Citation count: 183
H-index: 9
I10-index: 7
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