- Provably robust verification of dissipativity properties from data
2020/06/10 by Anne Koch, Julian Berberich, Koch, Anne +4 · 14 citations
Computer Science · Engineering · Physics and Astronomy · #Algorithm #Artificial intelligence #Computer science #Control (management) #Control Systems and Identification #Control theory (sociology) #Controller (irrigation) #Fault Detection and Control Systems #Model Reduction and Neural Networks #Noise (video) #Noisy data #Robustness (evolution) #cs.SY #eess.SY
- On the uniqueness and stability of dictionaries for sparse representation of noisy signals
2016/06/22 by Charles J. Garfinkle, Christopher J. Hillar, Garfinkle, Charles J. +1 · 1 citation
Computer Science · Engineering · Mathematics · #Algorithm #Artificial intelligence #Blind Source Separation Techniques #Coding (social sciences) #Computer science #Dictionary learning #FOS: Computer and information sciences #Image and Signal Denoising Methods #Information Theory (cs.IT) #Machine Learning (stat.ML) #Machine learning #Mathematics #Neural coding #Noise (video) #Noisy data #Pattern recognition (psychology) #Representation (politics) #SPARK (programming language) #Sparse and Compressive Sensing Techniques #Sparse approximation #Stability (learning theory) #Statistics #Theoretical computer science #Uniqueness #Upper and lower bounds #cs.IT #math.IT #stat.ML
- Data preprocessing techniques for classification without discrimination
2011/12/03 by Faisal Kamiran, Toon Calders · 1 citation
Computer Science · #Artificial intelligence #Binary classification #Classifier (UML) #Computer science #Data mining #Data pre-processing #Imbalanced Data Classification Techniques #Labeled data #Machine Learning and Algorithms #Machine Learning and Data Classification #Machine learning #Noisy data #Pattern recognition (psychology) #Preprocessor #Resampling #Support vector machine #Test data
- Relative Unsupervised Discretization for Association Rule Mining
2000/01/01 by Marcus-Christopher Ludl, Marcus-Christopher Lud, Gerhard Widmer · 1 citation
Computer Science · Mathematics · #Algorithm #Artificial intelligence #Association rule learning #Categorical variable #Class (philosophy) #Computer science #Context (archaeology) #Data Management and Algorithms #Data Mining Algorithms and Applications #Data mining #Discretization #Machine learning #Mathematics #Noise (video) #Noisy data #Pattern recognition (psychology) #Robustness (evolution) #Rough Sets and Fuzzy Logic #Set (abstract data type)
- Algorithms for recognizing knots and 3-manifolds
1997/12/30 by Joel Hass · 3 citations
Computer Science · Mathematics · #Algebra over a field #Computational Geometry and Mesh Generation #Efficient algorithm #Geometric and Algebraic Topology #Noisy data #Pattern recognition (psychology) #Search algorithm #Topological and Geometric Data Analysis #math.GT #msc:57M25 #msc:68Q25