Charu C. Aggarwal
- DACAD: Domain Adaptation Contrastive Learning for Anomaly Detection in Multivariate Time Series
2024/04/17 by Zahra Zamanzadeh Darban, Darban, Zahra Zamanzadeh, Yiyuan Yang +12 · 3 citations
Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
- Graph Learning for Anomaly Analytics: Algorithms, Applications, and Challenges
2022/12/11 by Jing Ren, Ren, Jing, Xia, Feng +4 · 2 citations
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Anomaly Detection Techniques and Applications #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
- Survey on Applications of Neurosymbolic Artificial Intelligence
2022/09/08 by Djallel Bouneffouf, Charu C. Aggarwal, Bouneffouf, Djallel +1 · 1 citation
Computer Science · Neuroscience · #Artificial Intelligence (cs.AI) #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #Machine Learning and ELM #Neural Networks and Applications #Symbolic Computation (cs.SC)
- Sharpness-Aware Data Poisoning Attack
2023/05/24 by Pengfei He, He, Pengfei, Han Xu +11 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning
- Precedence-Constrained Winter Value for Effective Graph Data Valuation
2024/02/02 by Hongliang Chi, Chi, Hongliang, Jin Wei +5 · 1 citation
Computer Science · #Constraint Satisfaction and Optimization #Data Management and Algorithms #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG)