Sipple, John

1. Interpretable, Multidimensional, Multimodal Anomaly Detection with Negative Sampling for Detection of Device Failure
   2020/07/12 by John W. Sipple, Sipple, John, John Sipple · 1 citation
   Computer Science · Engineering · Environmental Science · #Air Quality Monitoring and Forecasting #Anomaly Detection Techniques and Applications #Electricity Theft Detection Techniques #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
2. The Smart Buildings Control Suite: A Diverse Open Source Benchmark to Evaluate and Scale HVAC Control Policies for Sustainability
   2024/10/02 by Judah Goldfeder, Goldfeder, Judah, Dean, Victoria +5 · 2 citations
   Energy · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #Distributed #Energy Efficiency and Management #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Parallel #Systems and Control (eess.SY) #and Cluster Computing (cs.DC) #electronic engineering #information engineering
3. A general-purpose method for applying Explainable AI for Anomaly Detection
   2022/07/23 by John W. Sipple, Sipple, John, Abdou Youssef +1 · 1 citation
   Computer Science · #Explainable Artificial Intelligence (XAI) #Anomaly Detection Techniques and Applications #Adversarial Robustness in Machine Learning
4. A Lightweight Calibrated Simulation Enabling Efficient Offline Learning for Optimal Control of Real Buildings
   2023/10/12 by Judah Goldfeder, John Sipple, Goldfeder, Judah +1 · 1 citation
   Engineering · #Artificial Intelligence (cs.AI) #Building Energy and Comfort Optimization #Computational Engineering #FOS: Computer and information sciences #FOS: Electrical engineering #Finance #Refrigeration and Air Conditioning Technologies #Signal Processing (eess.SP) #Smart Grid Energy Management #and Science (cs.CE) #electronic engineering #information engineering