Annalisa Appice

Best Publications

• Autoencoder-based deep metric learning for network intrusion detection

  Giuseppina Andresini;Annalisa Appice;Donato Malerba

  147
  Citations

• Discovery of spatial association rules in geo-referenced census data: A relational mining approach

  Annalisa Appice;Michelangelo Ceci;Antonietta Lanza;Francesca A. Lisi

  135
  Citations

• Top-down induction of model trees with regression and splitting nodes

  D. Malerba;F. Esposito;M. Ceci;A. Appice

  135
  Citations

• GAN augmentation to deal with imbalance in imaging-based intrusion detection

  Giuseppina Andresini;Annalisa Appice;Luca De Rose;Donato Malerba

  128
  Citations

• Multi-Channel Deep Feature Learning for Intrusion Detection

  Giuseppina Andresini;Annalisa Appice;Nicola Di Mauro;Corrado Loglisci

  124
  Citations

• Using Convolutional Neural Networks for Predictive Process Analytics

  Vincenzo Pasquadibisceglie;Annalisa Appice;Giovanna Castellano;Donato Malerba

  106
  Citations

• Nearest cluster-based intrusion detection through convolutional neural networks

  Giuseppina Andresini;Annalisa Appice;Donato Malerba

  104
  Citations

• Mining spatial association rules in census data

  Donato Malerba;Floriana Esposito;Francesca A. Lisi;Annalisa Appice

  92
  Citations

• A Co-Training Strategy for Multiple View Clustering in Process Mining

  Annalisa Appice;Donato Malerba

  90
  Citations

• INSOMNIA: Towards Concept-Drift Robustness in Network Intrusion Detection

  Unknown

  87
  Citations

• Stepwise Induction of Multi-target Model Trees

  Annalisa Appice;Saso Džeroski

  77
  Citations

• Activity Prediction of Business Process Instances with Inception CNN Models

  Nicola Di Mauro;Annalisa Appice;Teresa M. A. Basile

  76
  Citations

• Mr-SBC: A Multi-relational Naïve Bayes Classifier

  Michelangelo Ceci;Annalisa Appice;Donato Malerba

  73
  Citations

• Network regression with predictive clustering trees

  Daniela Stojanova;Michelangelo Ceci;Annalisa Appice;Sašo DžEroski

  65
  Citations

• Redundant feature elimination for multi-class problems

  Annalisa Appice;Michelangelo Ceci;Simon Rawles;Peter Flach

  64
  Citations

• ROULETTE: A neural attention multi-output model for explainable Network Intrusion Detection

  Unknown

  63
  Citations

• A multi-view deep learning approach for predictive business process monitoring

  Vincenzo Pasquadibisceglie;Annalisa Appice;Giovanna Castellano;Donato Malerba

  62
  Citations

• Empowering a GIS with inductive learning capabilities: the case of INGENS☆

  Donato Malerba;Floriana Esposito;Antonietta Lanza;Francesca A Lisi

  57
  Citations

• Spatial associative classification: propositional vs structural approach

  Michelangelo Ceci;Annalisa Appice

  54
  Citations

• Proceedings of the 2008 IEEE International Conference on Data Mining Workshops

  A Appice;A Ciampi;A Lanza;D Malerba

  27
  Citations