Sławomir Nowaczyk

1. Higher-order Spatio-temporal Physics-incorporated Graph Neural Network for Multivariate Time Series Imputation
   2024/05/16 by Guojun Liang, Prayag Tiwari, Liang, Guojun +5 · 5 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Time Series Analysis and Forecasting
2. Dynamic Causal Explanation Based Diffusion-Variational Graph Neural Network for Spatio-temporal Forecasting
   2023/05/16 by Guojun Liang, Prayag Tiwari, Liang, Guojun +7 · 4 citations
   Computer Science · Engineering · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Energy Load and Power Forecasting #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI) #Traffic Prediction and Management Techniques
3. Transfer learning for Remaining Useful Life Prediction Based on Consensus Self-Organizing Models
   2019/09/16 by Yuantao Fan, Fan, Yuantao, Sławomir Nowaczyk +3 · 2 citations
   Computer Science · Engineering · #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Fault Diagnosis Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Software Reliability and Analysis Research
4. A New Bandit Setting Balancing Information from State Evolution and Corrupted Context
   2020/11/16 by Alexander Galozy, Sławomir Nowaczyk, Galozy, Alexander +3 · 1 citation
   Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Smart Grid Energy Management
5. Architectures for Building Agentic AI
   2025/12/10 by Sławomir Nowaczyk, Nowaczyk, Sławomir · 1 citation
   Computer Science · #AI-based Problem Solving and Planning #Advanced Software Engineering Methodologies #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation