| How to achieve high classification accuracy with just a few labels: A semi-supervised approach using sampled packets S Rezaei, X Liu arXiv preprint arXiv:1812.09761, 2018 | 118 | 2018 |
| A comparison between neural networks and decision trees C Jacobsen, U Zscherpel, P Perner International Workshop on Machine Learning and Data Mining in Pattern …, 1999 | 41 | 1999 |
| Machine learning and data mining in pattern recognition M Petrou, P Perner Elsevier, 2001 | 40* | 2001 |
| Intelligent E-marketing with web mining, personalization, and user-adpated interfaces P Perner, G Fiss Advances in Data Mining: Applications in E-Commerce, Medicine, and Knowledge …, 2002 | 34 | 2002 |
| Packet2vec: Utilizing word2vec for feature extraction in packet data EL Goodman, C Zimmerman, C Hudson arXiv preprint arXiv:2004.14477, 2020 | 32 | 2020 |
| Motion tracking of animals for behavior analysis P Perner International Workshop on Visual Form, 779-786, 2001 | 31 | 2001 |
| Stochastic Optimization of Plain Convolutional Neural Networks with Simple Methods YS Assiri Machine Learning and Data Mining in Pattern Recognition MLDM 2019 2, 833-844, 2019 | 27 | 2019 |
| Machine learning and data mining in pattern recognition P Perner, A Imiya Springer-Verlag Berlin Heidelberg, 2011 | 27 | 2011 |
| Advances in Data Mining: Applications in Medicine, Web Mining, Marketing, Image and Signal Mining, 6th Industrial Conference on Data Mining, ICDM 2006, Leipzig, Germany, July … P Perner Springer, 2006 | 27 | 2006 |
| How to interpret decision trees? P Perner Industrial Conference on Data Mining, 40-55, 2011 | 25 | 2011 |
| Case-based reasoning on images and signals P Perner Springer, 2008 | 25 | 2008 |
| Machine Learning and Data Mining in Pattern Recognition: 5th International Conference, MLDM 2007, Leipzig, Germany, July 18-20, 2007, Proceedings P Perner Springer, 2007 | 24 | 2007 |
| Deep dilated convolutional nets for the automatic segmentation of retinal vessels A Hatamizadeh, H Hosseini, Z Liu, SD Schwartz, D Terzopoulos arXiv preprint arXiv:1905.12120, 2019 | 23 | 2019 |
| Advances in data mining P Perner Springer Berlin/Heidelberg., 2002 | 22 | 2002 |
| FAT-DeepFFM: Field attentive deep field-aware factorization machine J Zhang, T Huang, Z Zhang arXiv preprint arXiv:1905.06336, 2019 | 20 | 2019 |
| Concepts for novelty detection and handling based on a case-based reasoning process scheme P Perner Industrial Conference on Data Mining, 21-33, 2007 | 20 | 2007 |
| Anomaly Detection in Univariate Time Series: An Empirical Comparison of Machine Learning Algorithms PKTB Sina Däubener, Sebastian Schmitt, Hao Wang 18th Industrial Conference on Data Mining, ICDM 2019, 1161-175, 2019 | 19* | 2019 |
| Advances in Mass Data Analysis of Images and Signals in Medicine, Biotechnology, Chemistry and Food Industry: Third International Conference, MDA 2008, Leipzig, Germany, July … P Perner, O Salvetti Springer, 2008 | 18 | 2008 |
| Machine Learning and Data Mining in Pattern Recognition: 4th International Conference, MLDM 2005: Leipzig, Germany, July 9-11, 2005: Proceedings A Imiya, P Perner Springer, 2005 | 16* | 2005 |
| Machine Learning and Data Mining in Pattern Recognition: Second International Conference, MLDM 2001, Leipzig, Germany, July 25-27, 2001. Proceedings P Perner Springer, 2001 | 15* | 2001 |
Davide MoroniSenior Researcher, ISTI-CNR, ItalyBestätigte E-Mail-Adresse bei isti.cnr.it
