- Inferring the Density and Membership of Stellar Streams with Flexible Models: The GD-1 Stream in Gaia Data Release 3
2025/02/18 by Kiyan Tavangar, Adrian M. Price-Whelan, Tavangar, Kiyan +1 · 1 voice · 4 citations
Physics and Astronomy · #Astronomy and Astrophysical Research #Computer network #Computer science #Data mining #Data stream #Data stream mining #STREAMS #Telecommunications
- On the Impact of Temporal Concept Drift on Model Explanations
2022/10/17 by Zhixue Zhao, Zhao, Zhixue, George Chrysostomou +5 · 2 citations
Computer Science · Decision Sciences · Psychology · #Artificial Intelligence (cs.AI) #Artificial intelligence #Asynchronous communication #Attribution #Computation and Language (cs.CL) #Computer science #Concept drift #Data Stream Mining Techniques #Data stream mining #FOS: Computer and information sciences #Feature (linguistics) #Machine Learning (cs.LG) #Machine learning #Psychology #Social psychology #Stock Market Forecasting Methods #Topic Modeling #Variation (astronomy)
- "Flux+Mutability": A Conditional Generative Approach to One-Class Classification and Anomaly Detection
2022/04/19 by C. Fanelli, James Giroux, Fanelli, C. +3 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · Physics and Astronomy · #Anomaly (physics) #Anomaly detection #Artificial intelligence #Class (philosophy) #Cluster analysis #Computational Physics and Python Applications #Computer science #Concept drift #Data Analysis #Data mining #Data stream mining #FOS: Computer and information sciences #FOS: Physical sciences #Fractal and DNA sequence analysis #High Energy Physics - Experiment (hep-ex) #Inference #Machine Learning (cs.LG) #Machine learning #Nuclear Experiment (nucl-ex) #Particle physics #Particle physics theoretical and experimental studies #Physics #Statistics and Probability (physics.data-an)
- Evaluation of Load Prediction Techniques for Distributed Stream\n Processing
2021/08/10 by Kordian Gontarska, Morgan K. Geldenhuys, Gontarska, Kordian +9 · 1 citation
Computer Science · Engineering · Environmental Science · #A priori and a posteriori #Air Quality Monitoring and Forecasting #Analytics #Artificial Intelligence (cs.AI) #Artificial intelligence #Computer hardware #Computer network #Computer science #Data Stream Mining Techniques #Data mining #Data stream mining #Digital signal processing #Distributed #Distributed computing #FOS: Computer and information sciences #Machine learning #Parallel #Real-time computing #Resource (disambiguation) #Resource allocation #Stream processing #Traffic Prediction and Management Techniques #and Cluster Computing (cs.DC)
- Estimating Missing Data in Temporal Data Streams Using Multi-Directional Recurrent Neural Networks
2018/10/08 by Jinsung Yoon, William R. Zame, Mihaela van der Schaar · 42 citations
Computer Science · Mathematics · #Artificial intelligence #Artificial neural network #Computer science #Data mining #Data stream #Data stream mining #Deep learning #Machine Learning in Healthcare #Machine learning #Mathematics #Mean squared error #Missing data #Process (computing) #Recurrent neural network #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Statistics #Temporal database
- Event Stream-Based Process Discovery using Abstract Representations
2017/04/25 by Sebastiaan J. van Zelst, Boudewijn F. van Dongen, Wil M. P. van der Aalst · 1 citation
Business, Management and Accounting · Computer Science · Mathematics · #Business Process Modeling and Analysis #Business process #Business process discovery #Business process management #Business process modeling #Computer science #Conformance checking #Context (archaeology) #Data mining #Data stream mining #Event (particle physics) #Knowledge extraction #Lift (data mining) #Process (computing) #Process mining #Process modeling #Programming language #Semantic Web and Ontologies #Service-Oriented Architecture and Web Services #Work in process #cs.AI #cs.DB #cs.DS #stat.ML
- Foundations for Streaming Model Transformations by Complex Event Processing
2016/05/26 by István Dávid, István Ráth, Dániel Varró · 1 citation
Business, Management and Accounting · Computer Science · #Advanced Database Systems and Queries #Artificial intelligence #Business Process Modeling and Analysis #Complex event processing #Computer science #Context (archaeology) #Data mining #Data stream mining #Database #Distributed computing #Event (particle physics) #Model transformation #Process (computing) #Programming language #Semantic Web and Ontologies #Semantics (computer science) #Stream processing #Theoretical computer science #Transformation (genetics) #Workflow
- Incremental Query Processing on Big Data Streams
2015/11/24 by Leonidas Fegaras · 1 voice · 1 citation
Computer Science · #Advanced Database Systems and Queries #Cloud Computing and Resource Management #Computer science #Data Management and Algorithms #Data mining #Data stream mining #Database #Distributed computing #Information retrieval #Joins #Online aggregation #Programming language #Query language #Query optimization #SPARK (programming language) #SQL #Sargable #Search engine #Snapshot (computer storage) #Spatial query #Stream processing #Web search query #cs.DB #cs.DC
- EigenEvent: An algorithm for event detection from complex data streams in syndromic surveillance
2014/06/13 by Hadi Fanaee-T, Hadi Fanaee‐T, João Gama · 1 citation
Computer Science · Engineering · Mathematics · Medicine · #ALARM #Algorithm #Anomaly Detection Techniques and Applications #Artificial intelligence #Bayesian Methods and Mixture Models #Benchmark (surveying) #Computer science #Constant false alarm rate #Contrast (vision) #Data mining #Data stream mining #Data-Driven Disease Surveillance #Dimension (graph theory) #Engineering #Event (particle physics) #False alarm #False positive rate #Geography #Machine learning #Mathematics #Multivariate statistics #Pattern recognition (psychology) #cs.AI #cs.LG #stat.AP