Annalisa Appice

Annalisa Appice publication distribution in Computer Science in 2026

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Computer Science in 2026. The highlighted bar marks where Annalisa Appice sits on this spectrum.

Annalisa Appice D-index placement in Computer Science in 2026

The chart shows the D-index (discipline H-index) distribution of Computer Science scientists ranked by Research.com in 2026. The highlighted bar marks where Annalisa Appice sits on this spectrum.

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