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Machine learning, ISSN 0885-6125, 6/2017, Volume 106, Issue 6, pp. 911 - 949
Journal Article
Knowledge and information systems, ISSN 0219-3116, 02/2015, Volume 46, Issue 2, pp. 477 - 490
... Daniel Berrar Received: 14 March 2014 / Accepted: 17 February 2015 / Published online: 26 February 2015 © Springer-Verlag London 2015 Abstract In the era of big data... 
Click fraud prediction | Computer Science | Classification | Information Systems and Communication Service | Big data | Random forest | IT in Business | Ensemble learning | Case studies | Algorithms | Fraud | Analysis | Studies | Data analysis | Data integrity | Measurement techniques | Predictions | Learning | Classifiers | Grounds | Mathematical models | Labels | Ground truth
Journal Article
Machine learning, ISSN 0885-6125, 07/2018, Volume 108, Issue 1, pp. 9 - 28
Journal Article
Machine learning, ISSN 1573-0565, 10/2018, Volume 108, Issue 1, pp. 1 - 7
...Machine Learning (2019) 108:1–7 https://doi.org/10.1007/s10994-018-5763-8 Guest editorial: special issue on machine learning for soccer Daniel Berrar 1... 
Simulation and Modeling | Control, Robotics, Mechatronics | Artificial Intelligence | Computer Science | Natural Language Processing (NLP) | Computer Science, Artificial Intelligence | Technology | Science & Technology | Machine learning | Soccer
Journal Article
09/2016, Lecture Notes in Computer Science, ISBN 3319466712, Volume 9948
Performance measures play a pivotal role in the evaluation and selection of machine learning models for a wide range of applications. Using both synthetic and... 
Ranking | taKS | Noise | Classification | H-measure | Robustness | Precision-recall curve | ROC curve | AUC | TaKS
Book Chapter
Expert systems with applications, ISSN 0957-4174, 04/2020, Volume 143
The goal of continuous learning is to acquire and fine-tune knowledge incrementally without erasing already existing knowledge. How to mitigate this erasure,... 
Operations Research & Management Science | Engineering | Technology | Computer Science | Engineering, Electrical & Electronic | Computer Science, Artificial Intelligence | Science & Technology
Journal Article
2006, ISBN 0387475087, Volume 9780387475097, 300
Presents state-of-the-art analytical methods from statistics and data mining for the analysis of high-throughput data from genomics and proteomics. 
Data processing | Data mining | Genomics | Proteomics
eBook
2006, ISBN 0387475087, 300
Presents state-of-the-art analytical methods from statistics and data mining for the analysis of high-throughput data from genomics and proteomics. 
Data processing | Data mining | Genomics | Proteomics
eBook
Neural computing & applications, ISSN 0941-0643, 11/2011, Volume 20, Issue 8, pp. 1211 - 1218
...ISNN 2010 Multidimensional scaling with discrimination coefficients for supervised visualization of high-dimensional data Daniel Berrar • Georg Ohmayer Received... 
Visualization | Discrimination coefficients | Microarrays | Computer Science | Simulation and Modeling | Linear discriminant analysis | Multidimensional scaling | Principal component analysis | Discrimination | Oncology, Experimental | Analysis | Genes | Universities and colleges | Research | Gene expression | Cancer
Journal Article
Expert systems with applications, ISSN 0957-4174, 04/2020, Volume 143, p. 113069
•We present a new self-organizing incremental neural network: SOINN+.•SOINN+ is for unsupervised, continuous learning.•SOINN+ can detect clusters in noisy,... 
Self-organizing incremental neural network | Catastrophic forgetting | Data stream | Non-stationary data | Concept drift | Continuous learning | Simulation | Trustworthiness | Neural networks | Machine learning | Data transmission | Mapping | Topology
Journal Article
Journal of advanced computational intelligence and intelligent informatics, ISSN 1343-0130, 2011, Volume 15, Issue 7, pp. 786 - 792
Journal Article
The Journal of artificial intelligence research, ISSN 1076-9757, 02/2014, Volume 49, pp. 241 - 267
Ranking measures play an important role in model evaluation and selection. Using both synthetic and real-world data sets, we investigate how different types... 
Computer Science, Artificial Intelligence | Technology | Computer Science | Science & Technology
Journal Article
Rheumatology international, ISSN 0172-8172, 6/2012, Volume 32, Issue 6, pp. 1647 - 1653
Journal Article