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Expert Systems With Applications, ISSN 0957-4174, 07/2016, Volume 54, pp. 193 - 207
Journal Article
Journal Article
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, ISSN 1939-1404, 06/2014, Volume 7, Issue 6, pp. 2094 - 2107
Journal Article
IEEE Transactions on Circuits and Systems I: Regular Papers, ISSN 1549-8328, 7/2019, pp. 1 - 12
Mixed-signal machine learning (ML) classification has recently been demonstrated as an efficient alternative for classification with power expensive digital... 
linear classifiers | Power demand | multi-class classification | high-dimensional data | Machine learning hardware | double gate transistors | Integrated circuits | Logic gates | FinFETs | SPICE | FinFET devices | Sensors | mixed-signal classifiers | logistic regression | high resolution
Journal Article
Journal of the American Medical Informatics Association, ISSN 1067-5027, 2014, Volume 21, Issue 3, pp. 501 - 508
Journal Article
IEEE Transactions on Information Forensics and Security, ISSN 1556-6013, 01/2017, Volume 12, Issue 1, pp. 172 - 187
Privacy-preserving distributed machine learning becomes increasingly important due to the recent rapid growth of data. This paper focuses on a class of... 
Algorithm design and analysis | Privacy | Data privacy | Machine learning algorithms | Databases | Heuristic algorithms | Machine learning | dynamic programming | Risk management | ADMM | distributed computing | differential privacy | privacy | COMPUTER SCIENCE, THEORY & METHODS | ENGINEERING, ELECTRICAL & ELECTRONIC
Journal Article
Information Sciences, ISSN 0020-0255, 01/2014, Volume 255, pp. 16 - 29
A proper representation of the uncertainty involved in a prediction is an important prerequisite for the acceptance of machine learning and decision support... 
Uncertainty | Medical diagnosis | Medical decision making | Machine learning | Classification | COMPUTER SCIENCE, INFORMATION SYSTEMS | RISK | AMBIGUITY | PREDICTION
Journal Article
2008, 1. Aufl., Springer Texts in Statistics, ISBN 9780387781884, xxv, 731
Remarkable advances in computation and data storage and the ready availability of huge data sets have been the keys to the growth of the new disciplines of... 
Multivariate analysis | Problems, exercises, etc | Computational Biology/Bioinformatics | Pattern Recognition | Signal, Image and Speech Processing | Data Mining and Knowledge Discovery | Statistical Theory and Methods | Statistics | Probability and Statistics in Computer Science
Book
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), ISSN 0302-9743, 2014, Volume 8672, pp. 721 - 730
Journal Article