Pandarasamy Arjunan

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 22

Top Topics

Smart Environments

Anomaly Detection

Detect Anomalies

Thermal Imaging

Top Venues

BuildSys@SenSys

EAI Endorsed Trans. Scalable Inf. Syst.

Publications

Hardik Prabhu, Jayaraman K. Valadi, Pandarasamy Arjunan
Generative Adversarial Network with Soft-Dynamic Time Warping and Parallel Reconstruction for Energy Time Series Anomaly Detection. CoRR (2024)
Petchiammal, Briskline Kiruba, Murugan, Pandarasamy Arjunan
Paddy Doctor: A Visual Image Dataset for Automated Paddy Disease Classification and Benchmarking. COMAD/CODS (2023)
Vasantha Ramani, Pandarasamy Arjunan, Kameshwar Poolla, Clayton Miller
Semantic segmentation of longitudinal thermal images for identification of hot and cool spots in urban areas. CoRR (2023)
Subin Lin, Vasantha Ramani, Miguel Martin, Pandarasamy Arjunan, Adrian Chong, Filip Biljecki, Marcel Ignatius, Kameshwar Poolla, Clayton Miller
District-scale surface temperatures generated from high-resolution longitudinal thermal infrared images. CoRR (2023)
Ajith N. Nair, Harshwardhan Tanwar, Pandarasamy Arjunan, Prashant Anand, Ardeshir Mahdavi
Explainable Occupancy Prediction Using QLattice. BuildSys@SenSys (2023)
Hardik Prabhu, Jayaraman Valdi, Pandarasamy Arjunan
Explainable AI for Energy Prediction and Anomaly Detection in Smart Energy Buildings. BuildSys@SenSys (2023)
Balaji Kalluri, Jay Dhariwal, Pandarasamy Arjunan, Prashant Anand, Chirag Deb
The way forward for building energy benchmarking in India. BuildSys@SenSys (2022)
Pandarasamy Arjunan, Seshadhri Srinivasan, Kameshwar Poolla
Causal 1-D convolutional neural networks based chiller fault detection and diagnosis. BuildSys@SenSys (2022)
Hardik Prabhu, Pandarasamy Arjunan
eptk: energy prediction toolkit. BuildSys@SenSys (2022)
Vasantha Ramani, Miguel Martin, Pandarasamy Arjunan, Adrian Chong, Kameshwar Poolla, Clayton Miller
Longitudinal thermal imaging for scalable non-residential HVAC and occupant behaviour characterization. CoRR (2022)
Kevin Joshi, Arnab Jana, Pandarasamy Arjunan, Krithi Ramamritham
XENIA: eXplainable ENergy informatics and attributes for building energy benchmarking. BuildSys@SenSys (2022)
Manoj Gulati, Pandarasamy Arjunan
LEAD1.0: A Large-scale Annotated Dataset for Energy Anomaly Detection in Commercial Buildings. CoRR (2022)
Milan Jain, Pandarasamy Arjunan
FATEsys 2022: the second ACM SIGEnergy workshop on fair, accountable, transparent, and ethical (FATE) AI for smart environments and energy systems. BuildSys@SenSys (2022)
Manoj Gulati, Pandarasamy Arjunan
LEAD1.0: a large-scale annotated dataset for energy anomaly detection in commercial buildings. e-Energy (2022)
Balaji Kalluri, Jay Dhariwal, Pandarasamy Arjunan, Prashant Anand, Chirag Deb
BenchSys 2022: the first ACM SIGEnergy workshop on advancements in building energy benchmarking systems. BuildSys@SenSys (2022)
Chun Fu, Pandarasamy Arjunan, Clayton Miller
Trimming outliers using trees: winning solution of the large-scale energy anomaly detection (LEAD) competition. BuildSys@SenSys (2022)
Pandarasamy Arjunan, Gregory Dobler, Kyungmin Lee, Clayton Miller, Filip Biljecki, Kameshwar Poolla
Operational characteristics of residential air conditioners with temporally granular remote thermographic imaging. BuildSys@SenSys (2021)
Milan Jain, Pandarasamy Arjunan
FATEsys 2021: the first ACM SIGEnergy workshop on fair, accountable, transparent, and ethical (FATE) AI for smart environments and energy systems. BuildSys@SenSys (2021)
Seshadhri Srinivasan, Pandarasamy Arjunan, Baihong Jin, Alberto L. Sangiovanni-Vincentelli, Zuraimi Sultan, Kameshwar Poolla
Explainable AI for Chiller Fault-Detection Systems: Gaining Human Trust. Computer 54 (10) (2021)
Clayton Miller, Pandarasamy Arjunan, Anjukan Kathirgamanathan, Chun Fu, Jonathan Roth, June Young Park, Chris Balbach, Krishnan Gowri, Zoltán Nagy, Anthony Fontanini, Jeff Haberl
The ASHRAE Great Energy Predictor III competition: Overview and results. CoRR (2020)
Pandarasamy Arjunan, Kameshwar Poolla, Clayton Miller
EnergyStar++: Towards more accurate and explanatory building energy benchmarking. CoRR (2019)
Haroon Rashid, Pandarasamy Arjunan, Pushpendra Singh, Amarjeet Singh
Collect, compare, and score: a generic data-driven anomaly detection method for buildings. e-Energy (Posters) (2016)
Pandarasamy Arjunan, Manaswi Saha, Haksoo Choi, Manoj Gulati, Amarjeet Singh, Pushpendra Singh, Mani B. Srivastava
SensorAct: A Decentralized and Scriptable Middleware for Smart Energy Buildings. UIC/ATC/ScalCom (2015)
Shubham Saini, Pandarasamy Arjunan, Amarjeet Singh, Ullas Nambiar
E-Adivino: A Novel Framework for Electricity Consumption Prediction Based on Historical Trends. e-Energy (2015)
Pandarasamy Arjunan, Harshad D. Khadilkar, Tanuja Ganu, Zainul M. Charbiwala, Amarjeet Singh, Pushpendra Singh
Multi-User Energy Consumption Monitoring and Anomaly Detection with Partial Context Information. BuildSys@SenSys (2015)
Pandarasamy Arjunan, Mani B. Srivastava, Amarjeet Singh, Pushpendra Singh
OpenBAN: An Open Building ANalytics Middleware for Smart Buildings. EAI Endorsed Trans. Scalable Inf. Syst. 2 (7) (2015)
Nipun Batra, Pandarasamy Arjunan, Amarjeet Singh, Pushpendra Singh
Experiences with Occupancy based Building Management Systems. ISSNIP (2013)
Pandarasamy Arjunan
Fine-grained resource (electricity) management in buildings. COMSNETS (2012)
Pandarasamy Arjunan, Nipun Batra, Haksoo Choi, Amarjeet Singh, Pushpendra Singh, Mani B. Srivastava
SensorAct: a privacy and security aware federated middleware for building management. BuildSys@SenSys (2012)
Abhishek Bhardwaj, Pandarasamy Arjunan, Amarjeet Singh, Vinayak S. Naik, Pushpendra Singh
MELOS: a low-cost and low-energy generic sensing attachment for mobile phones. NSDR (2011)