Donato Malerba

According to our database, Donato Malerba authored at least 330 papers between 1990 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

An AI framework to support decisions on GDPR compliance.

Filippo Lorè, Pierpaolo Basile, Annalisa Appice, Marco de Gemmis, Donato Malerba, Giovanni Semeraro

J. Intell. Inf. Syst., October, 2023

STARDUST: A Novel Process Mining Approach to Discover Evolving Models From Trace Streams.

Vincenzo Pasquadibisceglie, Annalisa Appice, Giovanna Castellano, Nicola Fiorentino, Donato Malerba

IEEE Trans. Serv. Comput., 2023

$\mathsf{SILVIA}$: An eXplainable Framework to Map Bark Beetle Infestation in Sentinel-2 Images.

Giuseppina Andresini, Annalisa Appice, Donato Malerba

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

SENECA: Change detection in optical imagery using Siamese networks with Active-Transfer Learning.

Giuseppina Andresini, Annalisa Appice, Dino Ienco, Donato Malerba

Expert Syst. Appl., 2023

DARWIN : An online deep learning approach to handle concept drifts in predictive process monitoring.

Vincenzo Pasquadibisceglie, Annalisa Appice, Giovanna Castellano, Donato Malerba

Eng. Appl. Artif. Intell., 2023

A Hybrid Quantum-Classical Framework for Binary Classification in Online Learning.

Corrado Loglisci, Ivan Diliso, Donato Malerba

Proceedings of the 31st Symposium of Advanced Database Systems, 2023

PANACEA: A Neural Model Ensemble for Cyber-Threat Detection.

Malik Al-Essa, Giuseppina Andresini, Annalisa Appice, Donato Malerba

Proceedings of the 10th IEEE International Conference on Data Science and Advanced Analytics, 2023

GLORIA: A Graph Convolutional Network-Based Approach for Review Spam Detection.

Giuseppina Andresini, Annalisa Appice, Roberto Gasbarro, Donato Malerba

Proceedings of the Discovery Science - 26th International Conference, 2023

Coupling quantum classification and quantum distance estimation in continual learning.

Corrado Loglisci, Donato Malerba

Proceedings of the International Workshop on AI for Quantum and Quantum for AI (AIQxQIA 2023) co-located with 22nd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2023), November 6, 2023

CENTAURO: An Explainable AI Approach for Customer Loyalty Prediction in Retail Sector.

Giuseppina Andresini, Annalisa Appice, Pasquale Ardimento, Andrea Antonio Brunetta, Antonio Giuseppe Doronzo, Giuseppe Ieva, Francesco Luce, Donato Malerba, Vincenzo Pasquadibisceglie

Proceedings of the AIxIA 2023 - Advances in Artificial Intelligence, 2023

2022

A Multi-View Deep Learning Approach for Predictive Business Process Monitoring.

Vincenzo Pasquadibisceglie, Annalisa Appice, Giovanna Castellano, Donato Malerba

IEEE Trans. Serv. Comput., 2022

Leveraging autoencoders in change vector analysis of optical satellite images.

Giuseppina Andresini, Annalisa Appice, Daniele Iaia, Donato Malerba, Nicolò Taggio, Antonello Aiello

J. Intell. Inf. Syst., 2022

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

Giuseppina Andresini, Annalisa Appice, Francesco Paolo Caforio, Donato Malerba, Gennaro Vessio

Expert Syst. Appl., 2022

A multi-view deep learning approach for predictive business processes monitoring.

Vincenzo Pasquadibisceglie, Annalisa Appice, Giovanna Castellano, Donato Malerba

Proceedings of the IEEE World Congress on Services, 2022

Anomaly Detection for Physical Threat Intelligence.

Paolo Mignone, Donato Malerba, Michelangelo Ceci

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2022

XAI to Explore Robustness of Features in Adversarial Training for Cybersecurity.

Malik Al-Essa, Giuseppina Andresini, Annalisa Appice, Donato Malerba

Proceedings of the Foundations of Intelligent Systems - 26th International Symposium, 2022

An XAI-based adversarial training approach for cyber-threat detection.

Malik Al-Essa, Giuseppina Andresini, Annalisa Appice, Donato Malerba

Proceedings of the IEEE Intl. Conf. on Dependable, 2022

Anomaly Detection for Public Transport and Air Pollution Analysis.

Paolo Mignone, Donato Malerba, Michelangelo Ceci

Proceedings of the IEEE International Conference on Big Data, 2022

2021

Nearest cluster-based intrusion detection through convolutional neural networks.

Giuseppina Andresini, Annalisa Appice, Donato Malerba

Knowl. Based Syst., 2021

Mining emotion-aware sequential rules at user-level from micro-blogs.

Marjana Prifti Skenduli, Marenglen Biba, Corrado Loglisci, Michelangelo Ceci, Donato Malerba

J. Intell. Inf. Syst., 2021

Leveraging colour-based pseudo-labels to supervise saliency detection in hyperspectral image datasets.

Annalisa Appice, Angelo Cannarile, Antonella Falini, Donato Malerba, Francesca Mazzia, Cristiano Tamborrino

J. Intell. Inf. Syst., 2021

Autoencoder-based deep metric learning for network intrusion detection.

Giuseppina Andresini, Annalisa Appice, Donato Malerba

Inf. Sci., 2021

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

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

Future Gener. Comput. Syst., 2021

A Two-Step Network Intrusion Detection System for Multi-Class Classification (Discussion Paper).

Giuseppina Andresini, Annalisa Appice, Donato Malerba

Proceedings of the 29th Italian Symposium on Advanced Database Systems, 2021

FOX: a neuro-Fuzzy model for process Outcome prediction and eXplanation.

Vincenzo Pasquadibisceglie, Giovanna Castellano, Annalisa Appice, Donato Malerba

Proceedings of the 3rd International Conference on Process Mining, 2021

Leveraging Grad-CAM to Improve the Accuracy of Network Intrusion Detection Systems.

Francesco Paolo Caforio, Giuseppina Andresini, Gennaro Vessio, Annalisa Appice, Donato Malerba

Proceedings of the Discovery Science - 24th International Conference, 2021

A Network Intrusion Detection System for Concept Drifting Network Traffic Data.

Giuseppina Andresini, Annalisa Appice, Corrado Loglisci, Vincenzo Belvedere, Domenico Redavid, Donato Malerba

Proceedings of the Discovery Science - 24th International Conference, 2021

Leveraging Multi-view Deep Learning for Next Activity Prediction.

Vincenzo Pasquadibisceglie, Annalisa Appice, Giovanna Castellano, Donato Malerba

Proceedings of the 1st Italian Forum on Business Process Management co-located with the 19th International Conference of Business Process Management (BPM 2021), 2021

Siamese Networks with Transfer Learning for Change Detection in Sentinel-2 Images.

Giuseppina Andresini, Annalisa Appice, Domenico Dell'Olio, Donato Malerba

Proceedings of the AIxIA 2021 - Advances in Artificial Intelligence, 2021

2020

Exploiting Pattern Set Dissimilarity for Detecting Changes in Communication Networks.

Angelo Impedovo, Corrado Loglisci, Michelangelo Ceci, Donato Malerba

Proceedings of the Complex Pattern Mining - New Challenges, Methods and Applications, 2020

Dealing with Class Imbalance in Android Malware Detection by Cascading Clustering and Classification.

Giuseppina Andresini, Annalisa Appice, Donato Malerba

Proceedings of the Complex Pattern Mining - New Challenges, Methods and Applications, 2020

Exploiting causality in gene network reconstruction based on graph embedding.

Gianvito Pio, Michelangelo Ceci, Francesca Prisciandaro, Donato Malerba

Mach. Learn., 2020

jKarma: A highly-modular framework for pattern-based change detection on evolving data.

Angelo Impedovo, Corrado Loglisci, Michelangelo Ceci, Donato Malerba

Knowl. Based Syst., 2020

Clustering-Aided Multi-View Classification: A Case Study on Android Malware Detection.

Annalisa Appice, Giuseppina Andresini, Donato Malerba

J. Intell. Inf. Syst., 2020

Condensed representations of changes in dynamic graphs through emerging subgraph mining.

Angelo Impedovo, Corrado Loglisci, Michelangelo Ceci, Donato Malerba

Eng. Appl. Artif. Intell., 2020

Detecting salient regions in a bi-temporal hyperspectral scene by iterating clustering and classification.

Annalisa Appice, Pietro Guccione, Emilio Acciaro, Donato Malerba

Appl. Intell., 2020

ORANGE: Outcome-Oriented Predictive Process Monitoring Based on Image Encoding and CNNs.

Vincenzo Pasquadibisceglie, Annalisa Appice, Giovanna Castellano, Donato Malerba, Giuseppe Modugno

IEEE Access, 2020

A Multi-Stage Machine Learning Approach to Predict Dengue Incidence: A Case Study in Mexico.

Annalisa Appice, Yulia R. Gel, Iliyan Iliev, Vyacheslav Lyubchich, Donato Malerba

IEEE Access, 2020

Multi-Channel Deep Feature Learning for Intrusion Detection.

Giuseppina Andresini, Annalisa Appice, Nicola Di Mauro, Corrado Loglisci, Donato Malerba

IEEE Access, 2020

Applying Machine Learning to Predict Closing Prices in Stock Market: A Case Study.

Matteo Greco, Michele Spagnoletta, Annalisa Appice, Donato Malerba

Proceedings of the Mining Data for Financial Applications - 5th ECML PKDD Workshop, 2020

Novel Reconstruction Errors for Saliency Detection in Hyperspectral Images.

Antonella Falini, Cristiano Tamborrino, Graziano Castellano, Francesca Mazzia, Rosa Maria Mininni, Annalisa Appice, Donato Malerba

Proceedings of the Machine Learning, Optimization, and Data Science, 2020

Leveraging Machine Learning in IoT to Predict the Trustworthiness of Mobile Crowd Sensing Data.

Corrado Loglisci, Marco Zappatore, Antonella Longo, Mario A. Bochicchio, Donato Malerba

Proceedings of the Foundations of Intelligent Systems - 25th International Symposium, 2020

Saliency Detection in Hyperspectral Images Using Autoencoder-Based Data Reconstruction.

Annalisa Appice, Francesco Lomuscio, Antonella Falini, Cristiano Tamborrino, Francesca Mazzia, Donato Malerba

Proceedings of the Foundations of Intelligent Systems - 25th International Symposium, 2020

Saliency Detection for Hyperspectral Images via Sparse-Non Negative-Matrix-Factorization and novel Distance Measures^*.

Antonella Falini, Graziano Castellano, Cristiano Tamborrino, Francesca Mazzia, Rosa Maria Mininni, Annalisa Appice, Donato Malerba

Proceedings of the 2020 IEEE Conference on Evolving and Adaptive Intelligent Systems, 2020

Training in a Virtual Learning Environment: A Process Mining Approach.

Annalisa Appice, Pasquale Ardimento, Donato Malerba, Giuseppe Modugno, Diego Marra, Marco Mottola

Proceedings of the 2020 IEEE Conference on Evolving and Adaptive Intelligent Systems, 2020

Predictive Process Mining Meets Computer Vision.

Vincenzo Pasquadibisceglie, Annalisa Appice, Giovanna Castellano, Donato Malerba

Proceedings of the Business Process Management Forum, 2020

2019

DENCAST: distributed density-based clustering for multi-target regression.

Roberto Corizzo, Gianvito Pio, Michelangelo Ceci, Donato Malerba

J. Big Data, 2019

Spatial autocorrelation and entropy for renewable energy forecasting.

Michelangelo Ceci, Roberto Corizzo, Donato Malerba, Aleksandra Rashkovska

Data Min. Knowl. Discov., 2019

Trustworthiness of Context-Aware Urban Pollution Data in Mobile Crowd Sensing.

Marco Zappatore, Corrado Loglisci, Antonella Longo, Mario A. Bochicchio, Lucia Vaira, Donato Malerba

IEEE Access, 2019

Mining Microscopic and Macroscopic Changes in Network Data Streams (Discussion Paper).

Corrado Loglisci, Angelo Impedovo, Michelangelo Ceci, Donato Malerba

Proceedings of the 27th Italian Symposium on Advanced Database Systems, 2019

Empowering Change Vector Analysis with Autoencoding in Bi-temporal Hyperspectral Images.

Annalisa Appice, Nicola Di Mauro, Francesco Lomuscio, Donato Malerba

Proceedings of MACLEAN: MAChine Learning for EArth ObservatioN Workshop co-located with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 2019), 2019

Using Convolutional Neural Networks for Predictive Process Analytics.

Vincenzo Pasquadibisceglie, Annalisa Appice, Giovanna Castellano, Donato Malerba

Proceedings of the International Conference on Process Mining, 2019

Exploiting the Auto-Encoder Residual Error for Intrusion Detection.

Giuseppina Andresini, Annalisa Appice, Nicola Di Mauro, Corrado Loglisci, Donato Malerba

Proceedings of the 2019 IEEE European Symposium on Security and Privacy Workshops, 2019

Big Data Analytics and Predictive Modeling Approaches for the Energy Sector.

Roberto Corizzo, Michelangelo Ceci, Donato Malerba

Proceedings of the 2019 IEEE International Congress on Big Data, 2019

Periodicity Detection of Emotional Communities in Microblogging.

Corrado Loglisci, Donato Malerba

Proceedings of the AI*IA 2019 - Advances in Artificial Intelligence, 2019

Leveraging Shallow Machine Learning to Predict Business Process Behavior.

Annalisa Appice, Nicola Di Mauro, Donato Malerba

Proceedings of the 2019 IEEE International Conference on Services Computing, 2019

2018

Mining microscopic and macroscopic changes in network data streams.

Corrado Loglisci, Michelangelo Ceci, Angelo Impedovo, Donato Malerba

Knowl. Based Syst., 2018

Multi-type clustering and classification from heterogeneous networks.

Gianvito Pio, Francesco Serafino, Donato Malerba, Michelangelo Ceci

Inf. Sci., 2018

Active learning via collective inference in network regression problems.

Annalisa Appice, Corrado Loglisci, Donato Malerba

Inf. Sci., 2018

Leveraging correlation across space and time to interpolate geophysical data via CoKriging.

Sonja Pravilovic, Annalisa Appice, Donato Malerba

Int. J. Geogr. Inf. Sci., 2018

Wind Speed Forecasting via Structured Output Learning.

Annalisa Appice, Antonietta Lanza, Donato Malerba

Proceedings of the 26th Italian Symposium on Advanced Database Systems, 2018

User-Emotion Detection Through Sentence-Based Classification Using Deep Learning: A Case-Study with Microblogs in Albanian.

Marjana Prifti Skenduli, Marenglen Biba, Corrado Loglisci, Michelangelo Ceci, Donato Malerba

Proceedings of the Foundations of Intelligent Systems - 24th International Symposium, 2018

Handling Multi-scale Data via Multi-target Learning for Wind Speed Forecasting.

Annalisa Appice, Antonietta Lanza, Donato Malerba

Proceedings of the Foundations of Intelligent Systems - 24th International Symposium, 2018

Distributed Learning of Process Models for Next Activity Prediction.

Michelangelo Ceci, Michele Spagnoletta, Pasqua Fabiana Lanotte, Donato Malerba

Proceedings of the 22nd International Database Engineering & Applications Symposium, 2018

Toward IoT-Friendly Learning Models.

Ernesto Damiani, Gabriele Gianini, Michelangelo Ceci, Donato Malerba

Proceedings of the 38th IEEE International Conference on Distributed Computing Systems, 2018

An Empirical Evaluation of Sequential Pattern Mining Algorithms.

Marjana Prifti Skenduli, Corrado Loglisci, Michelangelo Ceci, Marenglen Biba, Donato Malerba

Proceedings of the Advances in Internet, 2018

Semantic Support for Model Based Big Data Analytics-as-a-Service (MBDAaaS).

Domenico Redavid, Donato Malerba, Beniamino Di Martino, Antonio Esposito, Claudio A. Ardagna, Valerio Bellandi, Paolo Ceravolo, Ernesto Damiani

Proceedings of the Complex, Intelligent, and Software Intensive Systems, 2018

An OWL Ontology for Supporting Semantic Services in Big Data Platforms.

Domenico Redavid, Roberto Corizzo, Donato Malerba

Proceedings of the 2018 IEEE International Congress on Big Data, 2018

Analyzing Microblogging Posts for Tracking Collective Emotional Trajectories.

Corrado Loglisci, Giuseppina Andresini, Angelo Impedovo, Donato Malerba

Proceedings of the AI*IA 2018 - Advances in Artificial Intelligence, 2018

Relational Data Mining in the Era of Big Data.

Annalisa Appice, Michelangelo Ceci, Donato Malerba

Proceedings of the A Comprehensive Guide Through the Italian Database Research Over the Last 25 Years., 2018

2017

Predictive Modeling of PV Energy Production: How to Set Up the Learning Task for a Better Prediction?

Michelangelo Ceci, Roberto Corizzo, Fabio Fumarola, Donato Malerba, Aleksandra Rashkovska

IEEE Trans. Ind. Informatics, 2017

Leveraging temporal autocorrelation of historical data for improving accuracy in network regression.

Corrado Loglisci, Donato Malerba

Stat. Anal. Data Min., 2017

A novel spectral-spatial co-training algorithm for the transductive classification of hyperspectral imagery data.

Annalisa Appice, Pietro Guccione, Donato Malerba

Pattern Recognit., 2017

Using multiple time series analysis for geosensor data forecasting.

Sonja Pravilovic, Massimo Bilancia, Annalisa Appice, Donato Malerba

Inf. Sci., 2017

Forecasting via Distributed Density-Based Clustering.

Roberto Corizzo, Gianvito Pio, Michelangelo Ceci, Donato Malerba

Proceedings of the 25th Italian Symposium on Advanced Database Systems, 2017

Identifying lncRNA-Disease Relationships via Heterogeneous Clustering.

Emanuele Pio Barracchia, Gianvito Pio, Donato Malerba, Michelangelo Ceci

Proceedings of the New Frontiers in Mining Complex Patterns - 6th International Workshop, 2017

Exploiting Web Sites Structural and Content Features for Web Pages Clustering.

Pasqua Fabiana Lanotte, Fabio Fumarola, Donato Malerba, Michelangelo Ceci

Proceedings of the Foundations of Intelligent Systems - 23rd International Symposium, 2017

LOCANDA: Exploiting Causality in the Reconstruction of Gene Regulatory Networks.

Gianvito Pio, Michelangelo Ceci, Francesca Prisciandaro, Donato Malerba

Proceedings of the Discovery Science - 20th International Conference, 2017

Sampling Training Data for Accurate Hyperspectral Image Classification via Tree-Based Spatial Clustering.

Annalisa Appice, Sonja Pravilovic, Donato Malerba, Antonietta Lanza

Proceedings of the AI*IA 2017 Advances in Artificial Intelligence, 2017

2016

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

Annalisa Appice, Donato Malerba

IEEE Trans. Serv. Comput., 2016

Transductive hyperspectral image classification: toward integrating spectral and relational features via an iterative ensemble system.

Annalisa Appice, Pietro Guccione, Donato Malerba

Mach. Learn., 2016

CloFAST: closed sequential pattern mining using sparse and vertical id-lists.

Fabio Fumarola, Pasqua Fabiana Lanotte, Michelangelo Ceci, Donato Malerba

Knowl. Inf. Syst., 2016

Collective regression for handling autocorrelation of network data in a transductive setting.

Corrado Loglisci, Annalisa Appice, Donato Malerba

J. Intell. Inf. Syst., 2016

Multi-Type Classification from Heterogeneous Networks.

Francesco Serafino, Gianvito Pio, Donato Malerba, Michelangelo Ceci

Proceedings of the 24th Italian Symposium on Advanced Database Systems, 2016

Anomaly detection in aerospace product manufacturing: Initial remarks.

Anna Maria Crespino, Angelo Corallo, Mariangela Lazoi, Donato Barbagallo, Annalisa Appice, Donato Malerba

Proceedings of the 2nd IEEE International Forum on Research and Technologies for Society and Industry Leveraging a better tomorrow, 2016

Mining Spatio-Temporal Patterns of Periodic Changes in Climate Data.

Corrado Loglisci, Michelangelo Ceci, Angelo Impedovo, Donato Malerba

Proceedings of the New Frontiers in Mining Complex Patterns - 5th International Workshop, 2016

Automatic Generation of Sitemaps Based on Navigation Systems.

Pasqua Fabiana Lanotte, Fabio Fumarola, Donato Malerba, Michelangelo Ceci

Proceedings of the Machine Learning, Optimization, and Big Data, 2016

2015

Effectively and efficiently supporting roll-up and drill-down OLAP operations over continuous dimensions via hierarchical clustering.

Michelangelo Ceci, Alfredo Cuzzocrea, Donato Malerba

J. Intell. Inf. Syst., 2015

Relational mining for discovering changes in evolving networks.

Corrado Loglisci, Michelangelo Ceci, Donato Malerba

Neurocomputing, 2015

Summarizing numeric spatial data streams by trend cluster discovery.

Annalisa Appice, Anna Ciampi, Donato Malerba

Data Min. Knowl. Discov., 2015

ComiRNet: a web-based system for the analysis of miRNA-gene regulatory networks.

Gianvito Pio, Michelangelo Ceci, Donato Malerba, Domenica D'Elia

BMC Bioinform., 2015

VIPOC Project Research Summary (Discussion Paper).

Michelangelo Ceci, Roberto Corizzo, Fabio Fumarola, Michele Ianni, Donato Malerba, Gaspare Maria, Elio Masciari, Marco Oliverio, Aleksandra Rashkovska

Proceedings of the 23rd Italian Symposium on Advanced Database Systems, 2015

Mining Multi-Relational Gradual Patterns.

NhatHai Phan, Dino Ienco, Donato Malerba, Pascal Poncelet, Maguelonne Teisseire

Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

Mining Periodic Changes in Complex Dynamic Data Through Relational Pattern Discovery.

Corrado Loglisci, Donato Malerba

Proceedings of the New Frontiers in Mining Complex Patterns - 4th International Workshop, 2015

Discovering and Tracking Organizational Structures in Event Logs.

Annalisa Appice, Marco Di Pietro, Claudio Greco, Donato Malerba

Proceedings of the New Frontiers in Mining Complex Patterns - 4th International Workshop, 2015

Discovering Variability Patterns for Change Detection in Complex Phenotype Data.

Corrado Loglisci, Bachir Balech, Donato Malerba

Proceedings of the Foundations of Intelligent Systems - 22nd International Symposium, 2015

Big Data Techniques For Supporting Accurate Predictions of Energy Production From Renewable Sources.

Michelangelo Ceci, Roberto Corizzo, Fabio Fumarola, Michele Ianni, Donato Malerba, Gaspare Maria, Elio Masciari, Marco Oliverio, Aleksandra Rashkovska

Proceedings of the 19th International Database Engineering & Applications Symposium, 2015

Hierarchical Multidimensional Classification of Web Documents with MultiWebClass.

Francesco Serafino, Gianvito Pio, Michelangelo Ceci, Donato Malerba

Proceedings of the Discovery Science - 18th International Conference, 2015

Very Short-Term Wind Speed Forecasting Using Spatio-Temporal Lazy Learning.

Annalisa Appice, Sonja Pravilovic, Antonietta Lanza, Donato Malerba

Proceedings of the Discovery Science - 18th International Conference, 2015

Discovering Knowledge through Multi-modal Association Rule Mining for Document Image Analysis.

Michelangelo Ceci, Corrado Loglisci, Lynn Rudd, Donato Malerba

Proceedings of 1st AI*IA Workshop on Intelligent Techniques At LIbraries and Archives co-located with XIV Conference of the Italian Association for Artificial Intelligence, 2015

2014

Discovering Novelty Patterns from the Ancient Christian Inscriptions of Rome.

Gianvito Pio, Fabio Fumarola, Antonio E. Felle, Donato Malerba, Michelangelo Ceci

ACM Journal on Computing and Cultural Heritage, 2014

Dealing with temporal and spatial correlations to classify outliers in geophysical data streams.

Annalisa Appice, Pietro Guccione, Donato Malerba, Anna Ciampi

Inf. Sci., 2014

Multi-Relational Model Tree Induction Tightly-Coupled with a Relational Database.

Annalisa Appice, Michelangelo Ceci, Donato Malerba

Fundam. Informaticae, 2014

Leveraging the power of local spatial autocorrelation in geophysical interpolative clustering.

Annalisa Appice, Donato Malerba

Data Min. Knowl. Discov., 2014

Integrating microRNA target predictions for the discovery of gene regulatory networks: a semi-supervised ensemble learning approach.

Gianvito Pio, Donato Malerba, Domenica D'Elia, Michelangelo Ceci

BMC Bioinform., 2014

Mining Cluster-Based Models of Time Series for Wind Power Prediction.

Sonja Pravilovic, Annalisa Appice, Antonietta Lanza, Donato Malerba

Proceedings of the 22nd Italian Symposium on Advanced Database Systems, 2014

Learning to Combine miRNA Target Predictions: a Semi-supervised Ensemble Learning Approach.

Gianvito Pio, Michelangelo Ceci, Domenica D'Elia, Donato Malerba

Proceedings of the 22nd Italian Symposium on Advanced Database Systems, 2014

Network Regression in Collective Inference Setting.

Corrado Loglisci, Annalisa Appice, Antonella Montinari, Donato Malerba

Proceedings of the 22nd Italian Symposium on Advanced Database Systems, 2014

Big Data Techniques For Renewable Energy Market.

Michelangelo Ceci, Nunziato Cassavia, Roberto Corizzo, Pietro Dicosta, Donato Malerba, Gaspare Maria, Elio Masciari, Camillo Pastura

Proceedings of the 22nd Italian Symposium on Advanced Database Systems, 2014

Network Reconstruction for the Identification of miRNA: mRNA Interaction Networks.

Gianvito Pio, Michelangelo Ceci, Domenica D'Elia, Donato Malerba

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014

Integrating Cluster Analysis to the ARIMA Model for Forecasting Geosensor Data.

Sonja Pravilovic, Annalisa Appice, Donato Malerba

Proceedings of the Foundations of Intelligent Systems - 21st International Symposium, 2014

Mining Temporal Evolution of Entities in a Stream of Textual Documents.

Gianvito Pio, Pasqua Fabiana Lanotte, Michelangelo Ceci, Donato Malerba

Proceedings of the Foundations of Intelligent Systems - 21st International Symposium, 2014

Mining Dense Regions from Vehicular Mobility in Streaming Setting.

Corrado Loglisci, Donato Malerba

Proceedings of the Foundations of Intelligent Systems - 21st International Symposium, 2014

Collective Inference for Handling Autocorrelation in Network Regression.

Corrado Loglisci, Annalisa Appice, Donato Malerba

Proceedings of the Foundations of Intelligent Systems - 21st International Symposium, 2014

Automatic Extraction of Logical Web Lists.

Pasqua Fabiana Lanotte, Fabio Fumarola, Michelangelo Ceci, Andrea Scarpino, Michele Damiano Torelli, Donato Malerba

Proceedings of the Foundations of Intelligent Systems - 21st International Symposium, 2014

A Business Intelligence Solution for Monitoring Efficiency of Photovoltaic Power Plants.

Fabio Fumarola, Annalisa Appice, Donato Malerba

Proceedings of the Foundations of Intelligent Systems - 21st International Symposium, 2014

Innovative power operating center management exploiting big data techniques.

Michelangelo Ceci, Nunziato Cassavia, Roberto Corizzo, Pietro Dicosta, Donato Malerba, Gaspare Maria, Elio Masciari, Camillo Pastura

Proceedings of the 18th International Database Engineering & Applications Symposium, 2014

A parallel algorithm for approximate frequent itemset mining using MapReduce.

Fabio Fumarola, Donato Malerba

Proceedings of the International Conference on High Performance Computing & Simulation, 2014

Mining Trajectory Data for Discovering Communities of Moving Objects.

Corrado Loglisci, Donato Malerba, Apostolos N. Papadopoulos

Proceedings of the Workshops of the EDBT/ICDT 2014 Joint Conference (EDBT/ICDT 2014), 2014

Wind Power Forecasting Using Time Series Cluster Analysis.

Sonja Pravilovic, Annalisa Appice, Antonietta Lanza, Donato Malerba

Proceedings of the Discovery Science - 17th International Conference, 2014

Completion Time and Next Activity Prediction of Processes Using Sequential Pattern Mining.

Michelangelo Ceci, Pasqua Fabiana Lanotte, Fabio Fumarola, Dario Pietro Cavallo, Donato Malerba

Proceedings of the Discovery Science - 17th International Conference, 2014

Data Mining Techniques in Sensor Networks - Summarization, Interpolation and Surveillance.

Annalisa Appice, Anna Ciampi, Fabio Fumarola, Donato Malerba

Springer Briefs in Computer Science, Springer, ISBN: 978-1-4471-5453-2, 2014

2013

Using trend clusters for spatiotemporal interpolation of missing data in a sensor network.

Annalisa Appice, Anna Ciampi, Donato Malerba, Pietro Guccione

J. Spatial Inf. Sci., 2013

Italian Machine Learning and Data Mining research: The last years.

Nicola Di Mauro, Paolo Frasconi, Fabrizio Angiulli, Davide Bacciu, Marco de Gemmis, Floriana Esposito, Nicola Fanizzi, Stefano Ferilli, Marco Gori, Francesca A. Lisi, Pasquale Lops, Donato Malerba, Alessio Micheli, Marcello Pelillo, Francesco Ricci, Fabrizio Riguzzi, Lorenza Saitta, Giovanni Semeraro

Intelligenza Artificiale, 2013

Dealing with spatial autocorrelation when learning predictive clustering trees.

Daniela Stojanova, Michelangelo Ceci, Annalisa Appice, Donato Malerba, Saso Dzeroski

Ecol. Informatics, 2013

Using PPI network autocorrelation in hierarchical multi-label classification trees for gene function prediction.

Daniela Stojanova, Michelangelo Ceci, Donato Malerba, Saso Dzeroski

BMC Bioinform., 2013

A Novel Biclustering Algorithm for the Discovery of Meaningful Biological Correlations between microRNAs and their Target Genes.

Gianvito Pio, Michelangelo Ceci, Domenica D'Elia, Corrado Loglisci, Donato Malerba

BMC Bioinform., 2013

HOCCLUS2: A Biclustering Algorithm for the Discovery of miRNA: mRNA regulatory modules.

Gianvito Pio, Michelangelo Ceci, Domenica D'Elia, Corrado Loglisci, Donato Malerba

Proceedings of the 21st Italian Symposium on Advanced Database Systems, 2013

Process Mining to Forecast the Future of Running Cases.

Sonja Pravilovic, Annalisa Appice, Donato Malerba

Proceedings of the New Frontiers in Mining Complex Patterns, 2013

EDB: Knowledge Technologies for Ancient Greek and Latin Epigraphy.

Fabio Fumarola, Gianvito Pio, Antonio E. Felle, Donato Malerba, Michelangelo Ceci

Proceedings of the Bridging Between Cultural Heritage Institutions, 2013

Learning Hierarchical Multi-label Classification Trees from Network Data.

Daniela Stojanova, Michelangelo Ceci, Donato Malerba, Saso Dzeroski

Proceedings of the Discovery Science - 16th International Conference, 2013

Predictive Regional Trees to Supplement Geo-Physical Random Fields.

Annalisa Appice, Sonja Pravilovic, Donato Malerba

Proceedings of the 8th International Conference on Computer Recognition Systems CORES 2013, 2013

An Intelligent Technique for Forecasting Spatially Correlated Time Series.

Sonja Pravilovic, Annalisa Appice, Donato Malerba

Proceedings of the AI*IA 2013: Advances in Artificial Intelligence, 2013

Enhancing Regression Models with Spatio-temporal Indicator Additions.

Annalisa Appice, Sonja Pravilovic, Donato Malerba, Antonietta Lanza

Proceedings of the AI*IA 2013: Advances in Artificial Intelligence, 2013

2012

Guest Editors' Introduction: special issue of selected papers from ECML PKDD 2011.

Dimitrios Gunopulos, Donato Malerba, Michalis Vazirgiannis

Data Min. Knowl. Discov., 2012

Integrating Trend Clusters for Spatio-temporal Interpolation of Missing Sensor Data.

Anna Ciampi, Annalisa Appice, Pietro Guccione, Donato Malerba

Proceedings of the Web and Wireless Geographical Information Systems, 2012

Mining Temporal Evolution of Criminal Behaviors.

Gianvito Pio, Michelangelo Ceci, Donato Malerba

Proceedings of the Twentieth Italian Symposium on Advanced Database Systems, 2012

Trend cluster based interpolation everywhere in a sensor network.

Pietro Guccione, Anna Ciampi, Annalisa Appice, Donato Malerba, Angelo Muolo

Proceedings of the ACM Symposium on Applied Computing, 2012

Discovering Evolution Chains in Dynamic Networks.

Corrado Loglisci, Michelangelo Ceci, Donato Malerba

Proceedings of the New Frontiers in Mining Complex Patterns - First International Workshop, 2012

Using Geographic Cost Functions to Discover Vessel Itineraries from AIS Messages.

Annalisa Appice, Donato Malerba, Antonietta Lanza

Proceedings of the Ubiquitous Social Media Analysis, 2012

Mining Ranking Models from Dynamic Network Data.

Lucrezia Macchia, Michelangelo Ceci, Donato Malerba

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2012

Transductive Relational Classification in the Co-training Paradigm.

Michelangelo Ceci, Annalisa Appice, Herna L. Viktor, Donato Malerba, Eric Paquet, Hongyu Guo

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2012

Document Image Understanding through Iterative Transductive Learning.

Michelangelo Ceci, Corrado Loglisci, Lucrezia Macchia, Donato Malerba, Luciano Quercia

Proceedings of the Digital Libraries and Archives - 8th Italian Research Conference, 2012

Toward Geographic Information Harvesting: Extraction of Spatial Relational Facts from Web Documents.

Corrado Loglisci, Dino Ienco, Mathieu Roche, Maguelonne Teisseire, Donato Malerba

Proceedings of the 12th IEEE International Conference on Data Mining Workshops, 2012

Hierarchical and Overlapping Co-Clustering of mRNA: miRNA Interactions.

Gianvito Pio, Michelangelo Ceci, Corrado Loglisci, Domenica D'Elia, Donato Malerba

Proceedings of the ECAI 2012, 2012

Learning to Rank from Concept-Drifting Network Data Streams.

Lucrezia Macchia, Michelangelo Ceci, Donato Malerba

Proceedings of the Database and Expert Systems Applications, 2012

An Unsupervised Framework for Topological Relations Extraction from Geographic Documents.

Corrado Loglisci, Dino Ienco, Mathieu Roche, Maguelonne Teisseire, Donato Malerba

Proceedings of the Database and Expert Systems Applications, 2012

Continuously Mining Sliding Window Trend Clusters in a Sensor Network.

Annalisa Appice, Donato Malerba, Anna Ciampi

Proceedings of the Database and Expert Systems Applications, 2012

2011

Transductive Learning of Logical Structures from Document Images.

Michelangelo Ceci, Corrado Loglisci, Donato Malerba

Proceedings of the Learning Structure and Schemas from Documents, 2011

A parallel, distributed algorithm for relational frequent pattern discovery from very large data sets.

Annalisa Appice, Michelangelo Ceci, Antonio Turi, Donato Malerba

Intell. Data Anal., 2011

Growing parallel paths for entity-page discovery.

Tim Weninger, Fabio Fumarola, Cindy Xide Lin, Rick Barber, Jiawei Han, Donato Malerba

Proceedings of the 20th International Conference on World Wide Web, 2011

HyLiEn: a hybrid approach to general list extraction on the web.

Fabio Fumarola, Tim Weninger, Rick Barber, Donato Malerba, Jiawei Han

Proceedings of the 20th International Conference on World Wide Web, 2011

Trend Cluster Based Kriging Interpolation in Sensor Data Networks.

Pietro Guccione, Annalisa Appice, Anna Ciampi, Donato Malerba

Proceedings of the Modeling and Mining Ubiquitous Social Media, 2011

Learning and Transferring Geographically Weighted Regression Trees across Time.

Annalisa Appice, Michelangelo Ceci, Donato Malerba, Antonietta Lanza

Proceedings of the Modeling and Mining Ubiquitous Social Media, 2011

Relational Disjunctive Patterns Mining for Discovering Frequent Variants in Process Models.

Corrado Loglisci, Michelangelo Ceci, Annalisa Appice, Donato Malerba

Proceedings of the Sistemi Evoluti per Basi di Dati, 2011

Supporting Roll-Up and Drill-Down Operations over OLAP Data Cubes with Continuous Dimensions via Density-Based Hierarchical Clustering.

Michelangelo Ceci, Alfredo Cuzzocrea, Donato Malerba

Proceedings of the Sistemi Evoluti per Basi di Dati, 2011

OLAP over Continuous Domains via Density-Based Hierarchical Clustering.

Michelangelo Ceci, Alfredo Cuzzocrea, Donato Malerba

Proceedings of the Knowlege-Based and Intelligent Information and Engineering Systems, 2011

FAST Sequence Mining Based on Sparse Id-Lists.

Eliana Salvemini, Fabio Fumarola, Donato Malerba, Jiawei Han

Proceedings of the Foundations of Intelligent Systems - 19th International Symposium, 2011

Relational Mining in Spatial Domains: Accomplishments and Challenges.

Donato Malerba, Michelangelo Ceci, Annalisa Appice

Proceedings of the Foundations of Intelligent Systems - 19th International Symposium, 2011

Space-Time Roll-up and Drill-down into Geo-Trend Stream Cubes.

Anna Ciampi, Annalisa Appice, Donato Malerba, Angelo Muolo

Proceedings of the Foundations of Intelligent Systems - 19th International Symposium, 2011

MBlab: Molecular Biodiversity Laboratory.

Corrado Loglisci, Annalisa Appice, Michelangelo Ceci, Donato Malerba, Floriana Esposito

Proceedings of the Digital Libraries and Archives - 7th Italian Research Conference, 2011

Project D.A.M.A.: Document Acquisition, Management and Archiving.

Michelangelo Ceci, Corrado Loglisci, Stefano Ferilli, Donato Malerba

Proceedings of the Digital Libraries and Archives - 7th Italian Research Conference, 2011

Extracting General Lists from Web Documents: A Hybrid Approach.

Fabio Fumarola, Tim Weninger, Rick Barber, Donato Malerba, Jiawei Han

Proceedings of the Modern Approaches in Applied Intelligence, 2011

Global and Local Spatial Autocorrelation in Predictive Clustering Trees.

Daniela Stojanova, Michelangelo Ceci, Annalisa Appice, Donato Malerba, Saso Dzeroski

Proceedings of the Discovery Science - 14th International Conference, 2011

A Temporal Data Mining Framework for Analyzing Longitudinal Data.

Corrado Loglisci, Michelangelo Ceci, Donato Malerba

Proceedings of the Database and Expert Systems Applications, 2011

Discovering process models through relational disjunctive patterns mining.

Corrado Loglisci, Michelangelo Ceci, Annalisa Appice, Donato Malerba

Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2011

Trend cluster based compression of geographically distributed data streams.

Anna Ciampi, Annalisa Appice, Donato Malerba, Pietro Guccione

Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2011

Process Mining Manifesto.

Wil M. P. van der Aalst, Arya Adriansyah, Ana Karla Alves de Medeiros, Franco Arcieri, Thomas Baier, Tobias Blickle, R. P. Jagadeesh Chandra Bose, Peter van den Brand, Ronald Brandtjen, Joos C. A. M. Buijs, Andrea Burattin, Josep Carmona, Malú Castellanos, Jan Claes, Jonathan E. Cook, Nicola Costantini, Francisco Curbera, Ernesto Damiani, Massimiliano de Leoni, Pavlos Delias, Boudewijn F. van Dongen, Marlon Dumas, Schahram Dustdar, Dirk Fahland, Diogo R. Ferreira, Walid Gaaloul, Frank van Geffen, Sukriti Goel, Christian W. Günther, Antonella Guzzo, Paul Harmon, Arthur H. M. ter Hofstede, John Hoogland, Jon Espen Ingvaldsen, Koki Kato, Rudolf Kuhn, Akhil Kumar, Marcello La Rosa, Fabrizio Maria Maggi, Donato Malerba, R. S. Mans, Alberto Manuel, Martin McCreesh, Paola Mello, Jan Mendling, Marco Montali, Hamid R. Motahari Nezhad, Michael zur Muehlen, Jorge Munoz-Gama, Luigi Pontieri, Joel Ribeiro, Anne Rozinat, Hugo Seguel Pérez, Ricardo Seguel Pérez, Marcos Sepúlveda, Jim Sinur, Pnina Soffer, Minseok Song, Alessandro Sperduti, Giovanni Stilo, Casper Stoel, Keith D. Swenson, Maurizio Talamo, Wei Tan, Chris Turner, Jan Vanthienen, George Varvaressos, Eric Verbeek, Marc Verdonk, Roberto Vigo, Jianmin Wang, Barbara Weber, Matthias Weidlich, Ton Weijters, Lijie Wen, Michael Westergaard, Moe Thandar Wynn

Proceedings of the Business Process Management Workshops, 2011

Mining Spatial Association Rules for Composite Motif Discovery.

Michelangelo Ceci, Corrado Loglisci, Eliana Salvemini, Domenica D'Elia, Donato Malerba

Proceedings of the Mathematical Approaches to Polymer Sequence Analysis and Related Problems, 2011

2010

Transductive Learning for Spatial Data Classification.

Michelangelo Ceci, Annalisa Appice, Donato Malerba

Proceedings of the Advances in Machine Learning I: Dedicated to the Memory of Professor Ryszard S. Michalski, 2010

Unexpected results in automatic list extraction on the web.

Tim Weninger, Fabio Fumarola, Rick Barber, Jiawei Han, Donato Malerba

SIGKDD Explor., 2010

Discovering Temporal Patterns of Complex Events in Biosignal Data.

Corrado Loglisci, Michelangelo Ceci, Donato Malerba

Proceedings of the Eighteenth Italian Symposium on Advanced Database Systems, 2010

Clustering Spatio-Temporal Data Streams.

Anna Ciampi, Annalisa Appice, Donato Malerba, Giuseppe Saponaro, Domenico Triglione

Proceedings of the Eighteenth Italian Symposium on Advanced Database Systems, 2010

Suggesting Tourist Destinations by means of Time-Slice Density Estimation.

Michelangelo Ceci, Annalisa Appice, Donato Malerba, Nicola Schirone, Nicola Davide Traversa, Valerio Valrosso

Proceedings of the Eighteenth Italian Symposium on Advanced Database Systems, 2010

Complex objects ranking: a relational data mining approach.

Michelangelo Ceci, Annalisa Appice, Corrado Loglisci, Donato Malerba

Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010

Transductive learning for spatial regression with co-training.

Annalisa Appice, Michelangelo Ceci, Donato Malerba

Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010

Relational Learning of Disjunctive Patterns in Spatial Networks.

Corrado Loglisci, Michelangelo Ceci, Donato Malerba

Proceedings of the 1st Workshop on Dynamic Networks and Knowledge Discovery, 2010

Summarization for Geographically Distributed Data Streams.

Anna Ciampi, Annalisa Appice, Donato Malerba

Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2010

Online and Offline Trend Cluster Discovery in Spatially Distributed Data Streams.

Anna Ciampi, Annalisa Appice, Donato Malerba

Proceedings of the Analysis of Social Media and Ubiquitous Data, 2010

Mining Physiological Data for Discovering Temporal Patterns on Disease Stages.

Corrado Loglisci, Michelangelo Ceci, Donato Malerba

Proceedings of the ECAI 2010, 2010

Time-Slice Density Estimation for Semantic-Based Tourist Destination Suggestion.

Michelangelo Ceci, Annalisa Appice, Donato Malerba

Proceedings of the ECAI 2010, 2010

A Relational Approach for Discovering Frequent Patterns with Disjunctions.

Corrado Loglisci, Michelangelo Ceci, Donato Malerba

Proceedings of the Data Warehousing and Knowledge Discovery, 12th International Conference, 2010

Mapping web pages to database records via link paths.

Tim Weninger, Fabio Fumarola, Jiawei Han, Donato Malerba

Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

2009

A relational approach to probabilistic classification in a transductive setting.

Donato Malerba, Michelangelo Ceci, Annalisa Appice

Eng. Appl. Artif. Intell., 2009

Computational annotation of UTR cis-regulatory modules through Frequent Pattern Mining.

Antonio Turi, Corrado Loglisci, Eliana Salvemini, Giorgio Grillo, Donato Malerba, Domenica D'Elia

BMC Bioinform., 2009

Mining Frequent Patterns of Biological Spaced Motifs.

Corrado Loglisci, Eliana Salvemini, Antonio Turi, Giorgio Grillo, Donato Malerba, Domenica D'Elia

Proceedings of the Seventeenth Italian Symposium on Advanced Database Systems, 2009

Mining preference relations to rank complex object.

Michelangelo Ceci, Annalisa Appice, Giuseppe De Giosa, Gianluigi Dileo, Alessandro Lallo, Donato Malerba

Proceedings of the Seventeenth Italian Symposium on Advanced Database Systems, 2009

Spatial Regression in the Transductive Setting.

Annalisa Appice, Michelangelo Ceci, Vincenzo Rizzi, Marco Romano, Donato Malerba

Proceedings of the Seventeenth Italian Symposium on Advanced Database Systems, 2009

A Relational Approach to Novelty Detection in Data Streams.

Annalisa Appice, Michelangelo Ceci, Corrado Loglisci, Costantina Caruso, Fabio Fumarola, Michele Todaro, Donato Malerba

Proceedings of the Seventeenth Italian Symposium on Advanced Database Systems, 2009

Mining Multiple Level Non-redundant Association Rules through Two-Fold Pruning of Redundancies.

Corrado Loglisci, Donato Malerba

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2009

Relational Frequent Patterns Mining for Novelty Detection from Data Streams.

Michelangelo Ceci, Annalisa Appice, Corrado Loglisci, Costantina Caruso, Fabio Fumarola, Carmine Valente, Donato Malerba

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2009

A Knowledge-Based Framework for Information Extraction from Clinical Practice Guidelines.

Corrado Loglisci, Michelangelo Ceci, Donato Malerba

Proceedings of the Foundations of Intelligent Systems, 18th International Symposium, 2009

Novelty Detection from Evolving Complex Data Streams with Time Windows.

Michelangelo Ceci, Annalisa Appice, Corrado Loglisci, Costantina Caruso, Fabio Fumarola, Donato Malerba

Proceedings of the Foundations of Intelligent Systems, 18th International Symposium, 2009

A Sliding Window Algorithm for Relational Frequent Patterns Mining from Data Streams.

Fabio Fumarola, Anna Ciampi, Annalisa Appice, Donato Malerba

Proceedings of the Discovery Science, 12th International Conference, 2009

An Iterative Learning Algorithm for Within-Network Regression in the Transductive Setting.

Annalisa Appice, Michelangelo Ceci, Donato Malerba

Proceedings of the Discovery Science, 12th International Conference, 2009

A Temporal Data Mining Approach for Discovering Knowledge on the Changes of the Patient's Physiology.

Corrado Loglisci, Donato Malerba

Proceedings of the Artificial Intelligence in Medicine, 2009

Approximate Frequent Itemset Discovery from Data Stream.

Anna Ciampi, Fabio Fumarola, Annalisa Appice, Donato Malerba

Proceedings of the AI*IA 2009: Emergent Perspectives in Artificial Intelligence, 2009

2008

Machine Learning for Reading Order Detection in Document Image Understanding.

Donato Malerba, Michelangelo Ceci, Margherita Berardi

Proceedings of the Machine Learning in Document Analysis and Recognition, 2008

A relational perspective on spatial data mining.

Donato Malerba

Int. J. Data Min. Model. Manag., 2008

Distributed Discovery of Multi-Level Approximate Process Patterns.

Antonio Turi, Annalisa Appice, Michelangelo Ceci, Donato Malerba

Proceedings of the Sixteenth Italian Symposium on Advanced Database Systems, 2008

KD-ASP - A distributed collaborative data mining platform.

Fabio Fumarola, Eliana Salvemini, Donato Malerba

Proceedings of the Sixteenth Italian Symposium on Advanced Database Systems, 2008

Relational Classification based on Emerging Patterns.

Michelangelo Ceci, Annalisa Appice, Lucrezia Macchia, Donato Malerba

Proceedings of the Sixteenth Italian Symposium on Advanced Database Systems, 2008

Discovering Explanations from Longitudinal Data.

Corrado Loglisci, Donato Malerba

Proceedings of the Foundations of Intelligent Systems, 17th International Symposium, 2008

Discovering Emerging Patterns for Anomaly Detection in Network Connection Data.

Michelangelo Ceci, Annalisa Appice, Costantina Caruso, Donato Malerba

Proceedings of the Foundations of Intelligent Systems, 17th International Symposium, 2008

Stepwise Induction of Logistic Model Trees.

Annalisa Appice, Michelangelo Ceci, Donato Malerba, Savino Saponara

Proceedings of the Foundations of Intelligent Systems, 17th International Symposium, 2008

Top-Down Induction of Relational Model Trees in Multi-instance Learning.

Annalisa Appice, Michelangelo Ceci, Donato Malerba

Proceedings of the Inductive Logic Programming, 18th International Conference, 2008

Discovering Triggering Events from Longitudinal Data.

Corrado Loglisci, Donato Malerba

Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

A KDD Platform Based on the Application Service Provider Paradigm.

Fabio Fumarola, Eliana Salvemini, Donato Malerba

Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Geographic Knowledge Discovery in INGENS: An Inductive Database Perspective.

Annalisa Appice, Anna Ciampi, Antonietta Lanza, Donato Malerba, Antonella Rapolla, Luisa Vetturi

Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

A Grid-Based Multi-relational Approach to Process Mining.

Antonio Turi, Annalisa Appice, Michelangelo Ceci, Donato Malerba

Proceedings of the Database and Expert Systems Applications, 19th International Conference, 2008

Emerging Pattern Based Classification in Relational Data Mining.

Michelangelo Ceci, Annalisa Appice, Donato Malerba

Proceedings of the Database and Expert Systems Applications, 19th International Conference, 2008

Research Challenges in Ubiquitous Knowledge Discovery.

Michael May, Bettina Berendt, Antoine Cornuéjols, João Gama, Fosca Giannotti, Andreas Hotho, Donato Malerba, Ernestina Menasalvas, Katharina Morik, Rasmus Ulslev Pedersen, Lorenza Saitta, Yücel Saygin, Assaf Schuster, Koen Vanhoof

Proceedings of the Next Generation of Data Mining., 2008

2007

Classifying web documents in a hierarchy of categories: a comprehensive study.

Michelangelo Ceci, Donato Malerba

J. Intell. Inf. Syst., 2007

Using colour information to understand censorship cards of film archives.

Oronzo Altamura, Margherita Berardi, Michelangelo Ceci, Donato Malerba, Antonio Varlaro

Int. J. Document Anal. Recognit., 2007

Introduction to the special issue.

Floriana Esposito, Donato Malerba, Giovanni Semeraro

Appl. Intell., 2007

Relational Data Mining and ILP for Document Image Understanding.

Michelangelo Ceci, Margherita Berardi, Donato Malerba

Appl. Artif. Intell., 2007

Discovering Emerging Patterns in Spatial Databases: A Multi-relational Approach.

Michelangelo Ceci, Annalisa Appice, Donato Malerba

Proceedings of the Knowledge Discovery in Databases: PKDD 2007, 2007

Transductive Learning from Relational Data.

Michelangelo Ceci, Annalisa Appice, Nicola Barile, Donato Malerba

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2007

A Data Mining Methodology for Anomaly Detection in Network Data.

Costantina Caruso, Donato Malerba

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2007

An Integrated Platform for Spatial Data Mining within a GIS Environment.

Annalisa Appice, Antonietta Lanza, Donato Malerba

Proceedings of the 23rd International Conference on Data Engineering Workshops, 2007

A Data Mining Approach to Reading Order Detection.

Michelangelo Ceci, Margherita Berardi, G. Porcelli, Donato Malerba

Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007

Learning to Order: A Relational Approach.

Donato Malerba, Michelangelo Ceci

Proceedings of the Mining Complex Data, ECML/PKDD 2007 Third International Workshop, 2007

Discovering Relational Emerging Patterns.

Annalisa Appice, Michelangelo Ceci, Carlo Malgieri, Donato Malerba

Proceedings of the AI*IA 2007: Artificial Intelligence and Human-Oriented Computing, 2007

2006

Mining spatio-temporal data.

Gennady L. Andrienko, Donato Malerba, Michael May, Maguelonne Teisseire

J. Intell. Inf. Syst., 2006

Classification of symbolic objects: A lazy learning approach.

Annalisa Appice, Claudia d'Amato, Floriana Esposito, Donato Malerba

Intell. Data Anal., 2006

Relational Data Mining Techniques for Historical Document Processing.

Michelangelo Ceci, Donato Malerba

Proceedings of the Fourteenth Italian Symposium on Advanced Database Systems, 2006

Classifying Aggregated Data: a Symbolic Data Analysis Approach.

Annalisa Appice, Floriana Esposito, Donato Malerba

Proceedings of the Fourteenth Italian Symposium on Advanced Database Systems, 2006

Learning Recursive Patterns for Biomedical Information Extraction.

Margherita Berardi, Donato Malerba

Proceedings of the Inductive Logic Programming, 16th International Conference, 2006

Mining Information Extraction Models for HmtDB annotation.

Margherita Berardi, Donato Malerba, Marcella Attimonelli

Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

2005

Relational Clustering with Discrete Spatial Structure.

Antonio Varlaro, Annalisa Appice, Antonietta Lanza, Donato Malerba, Giuseppe Guarnieri

Proceedings of the Thirteenth Italian Symposium on Advanced Database Systems, 2005

Propositionalization Through Relational Association Rules Mining.

Michelangelo Ceci, Annalisa Appice, Donato Malerba

Proceedings of the Thirteenth Italian Symposium on Advanced Database Systems, 2005

Mining Model Trees from Spatial Data.

Donato Malerba, Michelangelo Ceci, Annalisa Appice

Proceedings of the Knowledge Discovery in Databases: PKDD 2005, 2005

Learning the Daily Model of Network Traffic.

Costantina Caruso, Donato Malerba, Davide Papagni

Proceedings of the Foundations of Intelligent Systems, 15th International Symposium, 2005

Mining and Filtering Multi-level Spatial Association Rules with ARES.

Annalisa Appice, Margherita Berardi, Michelangelo Ceci, Donato Malerba

Proceedings of the Foundations of Intelligent Systems, 15th International Symposium, 2005

Spatial Clustering of Structured Objects.

Donato Malerba, Annalisa Appice, Antonio Varlaro, Antonietta Lanza

Proceedings of the Inductive Logic Programming, 15th International Conference, 2005

Relational Learning techniques for Document Image Understanding: Comparing Statistical and Logical approaches.

Michelangelo Ceci, Margherita Berardi, Donato Malerba

Proceedings of the Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), 29 August, 2005

A color-based layout analysis to process censorship cards of film archives.

Margherita Berardi, Oronzo Altamura, Michelangelo Ceci, Donato Malerba

Proceedings of the Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), 29 August, 2005

Relational Learning: Statistical Approach Versus Logical Approach in Document Image Understanding.

Michelangelo Ceci, Margherita Berardi, Donato Malerba

Proceedings of the AI*IA 2005: Advances in Artificial Intelligence, 2005

Mining Relational Association Rules for Propositional Classification.

Annalisa Appice, Michelangelo Ceci, Donato Malerba

Proceedings of the AI*IA 2005: Advances in Artificial Intelligence, 2005

2004

Top-Down Induction of Model Trees with Regression and Splitting Nodes.

Donato Malerba, Floriana Esposito, Michelangelo Ceci, Annalisa Appice

IEEE Trans. Pattern Anal. Mach. Intell., 2004

Inducing Multi-Level Association Rules from Multiple Relations.

Francesca A. Lisi, Donato Malerba

Mach. Learn., 2004

Mining interesting spatial association rules: two case studies.

Annalisa Appice, Margherita Berardi, Michelangelo Ceci, Michele Lapi, Donato Malerba, Antonio Turi

Proceedings of the Twelfth Italian Symposium on Advanced Database Systems, 2004

Spatial Associative Classification at Different Levels of Granularity: A Probabilistic Approach.

Michelangelo Ceci, Annalisa Appice, Donato Malerba

Proceedings of the Knowledge Discovery in Databases: PKDD 2004, 2004

On the Effect of Caching in Recursive Theory Learning.

Margherita Berardi, Antonio Varlaro, Donato Malerba

Proceedings of the Inductive Logic Programming, 14th International Conference, 2004

Machine Learning Methods for Automatically Processing Historical Documents: From Paper Acquisition to XML Transformation.

Floriana Esposito, Donato Malerba, Giovanni Semeraro, Stefano Ferilli, Oronzo Altamura, Teresa Maria Altomare Basile, Margherita Berardi, Michelangelo Ceci, Nicola Di Mauro

Proceedings of the 1st International Workshop on Document Image Analysis for Libraries (DIAL 2004), 2004

A Data Mining Approach to PubMed Query Refinement.

Margherita Berardi, Michele Lapi, Pietro Leo, Donato Malerba, Caterina Marinelli, Gaetano Scioscia

Proceedings of the 15th International Workshop on Database and Expert Systems Applications (DEXA 2004), with CD-ROM, 30 August, 2004

An Integrated Approach for Automatic Semantic Structure Extraction in Document Images.

Margherita Berardi, Michele Lapi, Donato Malerba

Proceedings of the Document Analysis Systems VI, 6th International Workshop, 2004

A Data Mining Query Language for Knowledge Discovery in a Geographical Information System.

Donato Malerba, Annalisa Appice, Michelangelo Ceci

Proceedings of the Database Support for Data Mining Applications: Discovering Knowledge with Inductive Queries, 2004

2003

Editor's foreword.

Maria Francesca Costabile, Donato Malerba

J. Vis. Lang. Comput., 2003

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

Donato Malerba, Floriana Esposito, Antonietta Lanza, Francesca A. Lisi, Annalisa Appice

Comput. Environ. Urban Syst., 2003

Guest-editorial: Mining official data.

Paula Brito, Donato Malerba

Intell. Data Anal., 2003

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

Annalisa Appice, Michelangelo Ceci, Antonietta Lanza, Francesca A. Lisi, Donato Malerba

Intell. Data Anal., 2003

Learning Recursive Theories in the Normal ILP Setting.

Donato Malerba

Fundam. Informaticae, 2003

Towards Object-Relational Data Mining.

Francesca A. Lisi, Donato Malerba

Proceedings of the Eleventh Italian Symposium on Advanced Database Systems, 2003

Stepwise Model Tree Induction in a Multi-Relational Framework.

Annalisa Appice, Michelangelo Ceci, Donato Malerba, D. Sacchi

Proceedings of the Eleventh Italian Symposium on Advanced Database Systems, 2003

Mining Model Trees with Regression and Splitting Nodes.

Annalisa Appice, Michelangelo Ceci, Floriana Esposito, Donato Malerba

Proceedings of the Eleventh Italian Symposium on Advanced Database Systems, 2003

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

Michelangelo Ceci, Annalisa Appice, Donato Malerba

Proceedings of the Knowledge Discovery in Databases: PKDD 2003, 2003

Simplification Methods for Model Trees with Regression and Splitting Nodes.

Michelangelo Ceci, Annalisa Appice, Donato Malerba

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2003

MR-SMOTI: A Data Mining System for Regression Tasks Tightly-Coupled with a Relational Database.

Annalisa Appice, Michelangelo Ceci, Donato Malerba

Proceedings of the Second International Workshop on Inductive Databases, 2003

Comparing Simplification Methods for Model Trees with Regression and Splitting Nodes.

Michelangelo Ceci, Annalisa Appice, Donato Malerba

Proceedings of the Foundations of Intelligent Systems, 14th International Symposium, 2003

Ideal Refinement of Descriptions in AL-Log.

Francesca A. Lisi, Donato Malerba

Proceedings of the Inductive Logic Programming: 13th International Conference, 2003

Mining Model Trees: A Multi-relational Approach.

Annalisa Appice, Michelangelo Ceci, Donato Malerba

Proceedings of the Inductive Logic Programming: 13th International Conference, 2003

Automated Classification of Web Documents into a Hierarchy of Categories.

Michelangelo Ceci, Floriana Esposito, Michele Lapi, Donato Malerba

Proceedings of the Intelligent Information Processing and Web Mining, 2003

Learning Logic Programs for Layout Analysis Correction.

Margherita Berardi, Michelangelo Ceci, Floriana Esposito, Donato Malerba

Proceedings of the Machine Learning, 2003

Correcting the Document Layout: A Machine Learning Approach.

Donato Malerba, Floriana Esposito, Oronzo Altamura, Michelangelo Ceci, Margherita Berardi

Proceedings of the 7th International Conference on Document Analysis and Recognition (ICDAR 2003), 2003

Hierarchical Classification of HTML Documents with WebClassII.

Michelangelo Ceci, Donato Malerba

Proceedings of the Advances in Information Retrieval, 2003

XML and Knowledge Technologies for Semantic-Based Indexing of Paper Documents.

Donato Malerba, Michelangelo Ceci, Margherita Berardi

Proceedings of the Database and Expert Systems Applications, 14th International Conference, 2003

Bridging the Gap between Horn Clausal Logic and Description Logics in Inductive Learning.

Francesca A. Lisi, Donato Malerba

Proceedings of the AI*IA 2003: Advances in Artificial Intelligence, 2003

Multi-relational Structural Bayesian Classifier.

Michelangelo Ceci, Annalisa Appice, Donato Malerba, Vincenzo Colonna

Proceedings of the AI*IA 2003: Advances in Artificial Intelligence, 2003

2002

Estrazione e matching di oggetti simbolici da database relazionali.

Donato Malerba, Francesca Esposito, Marianna Monopoli

Proceedings of the Decimo Convegno Nazionale su Sistemi Evoluti per Basi di Dati, 2002

Mining Classification and Association Rules in Geographical Data with SDMOQL.

Donato Malerba, Annalisa Appice, Michelangelo Ceci, Nicola Vacca

Proceedings of the Decimo Convegno Nazionale su Sistemi Evoluti per Basi di Dati, 2002

Efficient Discovery of Multiple-level Patterns.

Francesca A. Lisi, Donato Malerba

Proceedings of the Decimo Convegno Nazionale su Sistemi Evoluti per Basi di Dati, 2002

KDB2000: Uno strumento per la scoperta della conoscenza.

Annalisa Appice, Michelangelo Ceci, Donato Malerba

Proceedings of the Decimo Convegno Nazionale su Sistemi Evoluti per Basi di Dati, 2002

Adaptive Layout Analysis of Document Images.

Donato Malerba, Floriana Esposito, Oronzo Altamura

Proceedings of the Foundations of Intelligent Systems, 13th International Symposium, 2002

Trading-Off Local versus Global Effects of Regression Nodes in Model Trees.

Donato Malerba, Annalisa Appice, Michelangelo Ceci, Marianna Monopoli

Proceedings of the Foundations of Intelligent Systems, 13th International Symposium, 2002

Mining HTML Pages to Support Document Sharing in a Cooperative System.

Donato Malerba, Floriana Esposito, Michelangelo Ceci

Proceedings of the XML-Based Data Management and Multimedia Engineering, 2002

2001

Transforming paper documents into XML format with WISDOM++.

Oronzo Altamura, Floriana Esposito, Donato Malerba

Int. J. Document Anal. Recognit., 2001

Inductive learning from numerical and symbolic data: An integrated framework.

Floriana Esposito, Donato Malerba, Vittorio Marengo

Intell. Data Anal., 2001

Machine Learning in Computer Vision (Editorial).

Floriana Esposito, Donato Malerba

Appl. Artif. Intell., 2001

Mining Association Rules in Spatial Databases: A Logic-based Computational Method.

Donato Malerba, Floriana Esposito, Francesca A. Lisi

Proceedings of the Nono Convegno Nazionale Sistemi Evoluti per Basi di Dati, 2001

Web Content Mining with WebClass.

Francesca Esposito, Donato Malerba, Pierpaolo Golia, Luigi Mastrapasqua, Nunzio Mastrapasqua

Proceedings of the Nono Convegno Nazionale Sistemi Evoluti per Basi di Dati, 2001

First-Order Rule Induction for the Recognition of Morphological Patterns in Topographic Maps.

Donato Malerba, Floriana Esposito, Antonietta Lanza, Francesca A. Lisi

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2001

Discovering Associations between Spatial Objects: An ILP Application.

Donato Malerba, Francesca A. Lisi

Proceedings of the Inductive Logic Programming, 11th International Conference, 2001

Automated Discovery of Dependencies Between Logical Components in Document Image Understanding.

Donato Malerba, Floriana Esposito, Francesca A. Lisi, Oronzo Altamura

Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR 2001), 2001

Generating Logic Descriptions for the Automated Interpretation of Topographic Maps.

Antonietta Lanza, Donato Malerba, Francesca A. Lisi, Annalisa Appice, Michelangelo Ceci

Proceedings of the Graphics Recognition Algorithms and Applications, 2001

A Logical Framework for Frequent Pattern Discovery in Spatial Data.

Donato Malerba, Floriana Esposito, Francesca A. Lisi

Proceedings of the Fourteenth International Florida Artificial Intelligence Research Society Conference, 2001

Multiple Predicate Learning for Document Image Understanding.

Floriana Esposito, Donato Malerba, Francesca A. Lisi

Proceedings of the Fourteenth International Florida Artificial Intelligence Research Society Conference, 2001

Stepwise Induction of Model Trees.

Donato Malerba, Annalisa Appice, Antonia Bellino, Michelangelo Ceci, Domenico Pallotta

Proceedings of the AI*IA 2001: Advances in Artificial Intelligence, 2001

2000

Machine Learning for Intelligent Processing of Printed Documents.

Floriana Esposito, Donato Malerba, Francesca A. Lisi

J. Intell. Inf. Syst., 2000

Discovering Geographic Knowledge: The INGENS System.

Donato Malerba, Floriana Esposito, Antonietta Lanza, Francesca A. Lisi

Proceedings of the Foundations of Intelligent Systems, 12th International Symposium, 2000

Induction of Recursive Theories in the Normal ILP Setting: Issues and Solutions.

Floriana Esposito, Donato Malerba, Francesca A. Lisi

Proceedings of the Inductive Logic Programming, 10th International Conference, 2000

1999

Symbolic Learning Techniques in Paper Document Processing.

Oronzo Altamura, Floriana Esposito, Francesca A. Lisi, Donato Malerba

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 1999

Machine Learning for Intelligent Document Processing: The WISDOM System.

Floriana Esposito, Donato Malerba, Francesca A. Lisi

Proceedings of the Foundations of Intelligent Systems, 11th International Symposium, 1999

WISDOM++: An Interactive and Adaptive Document Analysis System.

Oronzo Altamura, Floriana Esposito, Donato Malerba

Proceedings of the Fifth International Conference on Document Analysis and Recognition, 1999

A Machine Learning Approach to Web Mining.

Floriana Esposito, Donato Malerba, Luigi Di Pace, Pietro Leo

Proceedings of the AI*IA 99:Advances in Artificial Intelligence, 1999

1998

Adding Machine Learning and Knowledge Intensive Techniques to a Digital Library Service.

Floriana Esposito, Donato Malerba, Giovanni Semeraro, Nicola Fanizzi, Stefano Ferilli

Int. J. Digit. Libr., 1998

Metaphors for Supporting User Interaction with Multimedia Databases - a demonstration.

Maria Francesca Costabile, Donato Malerba, Matthias L. Hemmje, Aldo Paradiso

Proceedings of the Visual Database Systems 4 (VDB4), 1998

Building Metaphors for Supporting User Interaction with Multimedia Databases.

Maria Francesca Costabile, Donato Malerba, Matthias L. Hemmje, Aldo Paradiso

Proceedings of the Visual Database Systems 4 (VDB4), 1998

Learning Recursive Theories with ATRE.

Donato Malerba, Floriana Esposito, Francesca A. Lisi

Proceedings of the 13th European Conference on Artificial Intelligence, 1998

1997

A Comparative Analysis of Methods for Pruning Decision Trees.

Floriana Esposito, Donato Malerba, Giovanni Semeraro

IEEE Trans. Pattern Anal. Mach. Intell., 1997

Discovering Causal Rules in Relational Databases.

Floriana Esposito, Donato Malerba, Vincenza Ripa, Giovanni Semeraro

Appl. Artif. Intell., 1997

Machine Learning for Map Interpretation: An Intelligent Tool for Environmental Planning.

Floriana Esposito, Antonietta Lanza, Donato Malerba, Giovanni Semeraro

Appl. Artif. Intell., 1997

A Logic Framework for the Incremental Inductive Synthesis of Datalog Theories.

Giovanni Semeraro, Floriana Esposito, Donato Malerba, Nicola Fanizzi, Stefano Ferilli

Proceedings of the Logic Programming Synthesis and Transformation, 1997

Knowledge Revision for Document Understanding.

Floriana Esposito, Donato Malerba, Giovanni Semeraro, Stefano Ferilli

Proceedings of the Foundations of Intelligent Systems, 10th International Symposium, 1997

Information Capture and Semantic Indexing of Digital Libraries through Machine Learning Techniques.

Floriana Esposito, Donato Malerba, Giovanni Semeraro, Cesare Daniele Antifora, Gioacchino de Gennaro

Proceedings of the 4th International Conference Document Analysis and Recognition (ICDAR '97), 1997

Machine Learning + On-line Libraries = IDL.

Giovanni Semeraro, Floriana Esposito, Donato Malerba, Nicola Fanizzi, Stefano Ferilli

Proceedings of the Research and Advanced Technology for Digital Libraries. First European Conference, 1997

IDL: A Prototypical Intelligent Digital Library Service.

Giovanni Semeraro, Floriana Esposito, Donato Malerba, Nicola Fanizzi, Stefano Ferilli, Pasquale Lops

Proceedings of the AI*IA 97: Advances in Artificial Intelligence, 1997

Processing Paper Documents with WISDOM.

Donato Malerba, Floriana Esposito, Giovanni Semeraro, Luca de Filippis

Proceedings of the AI*IA 97: Advances in Artificial Intelligence, 1997

Handling Continuous Data in Top-Down Induction of First-Order Rules.

Donato Malerba, Floriana Esposito, Giovanni Semeraro, Sergio Caggese

Proceedings of the AI*IA 97: Advances in Artificial Intelligence, 1997

1996

Locally Finite, Proper and Complete Operators for Refining Datalog Programs.

Floriana Esposito, Angela Laterza, Donato Malerba, Giovanni Semeraro

Proceedings of the Foundations of Intelligent Systems, 9th International Symposium, 1996

1995

Page Blocks Classification.

Donato Malerba

Dataset, June, 1995

Ideal Refinement of Datalog Programs.

Giovanni Semeraro, Floriana Esposito, Donato Malerba

Proceedings of the Logic Programming Synthesis and Transformation, 1995

A knowledge-based approach to the layout analysis.

Floriana Esposito, Donato Malerba, Giovanni Semeraro

Proceedings of the Third International Conference on Document Analysis and Recognition, 1995

Simplifying Decision Trees by Pruning and Grafting: New Results (Extended Abstract).

Floriana Esposito, Donato Malerba, Giovanni Semeraro

Proceedings of the Machine Learning: ECML-95, 1995

A Further Comparison of Simplification Methods for Decision-Tree Induction.

Donato Malerba, Floriana Esposito, Giovanni Semeraro

Proceedings of the Learning from Data, 1995

Revision of Logical Theories.

Giovanni Semeraro, Floriana Esposito, Nicola Fanizzi, Donato Malerba

Proceedings of the Topics in Artificial Intelligence, 1995

Downward Refinement of Hierarchical Datalog Theories.

Floriana Esposito, Nicola Fanizzi, Donato Malerba, Giovanni Semeraro

Proceedings of the 1995 Joint Conference on Declarative Programming, 1995

1994

Document Understanding.

Donato Malerba

Dataset, October, 1994

multistrategy learning for document recognition.

Floriana Esposito, Donato Malerba, Giovanni Semeraro

Appl. Artif. Intell., 1994

Avoiding Non-Termination when Learning Logical Programs: A Case Study with FOIL and FOCL.

Giovanni Semeraro, Floriana Esposito, Donato Malerba, Clifford Brunk, Michael J. Pazzani

Proceedings of the Logic Programming Synthesis and Transformation, 1994

Traps and Pitfalls when Learning Logical Definitions from Relations.

Floriana Esposito, Donato Malerba, Giovanni Semeraro

Proceedings of the Methodologies for Intelligent Systems, 8th International Symposium, 1994

An Analytic and Empirical Comparison of Two Methods for Discovering Probabilistic Causal Relationships.

Donato Malerba, Giovanni Semeraro, Floriana Esposito

Proceedings of the Machine Learning: ECML-94, 1994

1993

Machine Learning Techniques for Knowledge Acquisition and Refinement.

Floriana Esposito, Donato Malerba, Giovanni Semeraro

Proceedings of the SEKE'93, 1993

Automated acquisition of rules for document understanding.

Floriana Esposito, Donato Malerba, Giovanni Semeraro

Proceedings of the 2nd International Conference Document Analysis and Recognition, 1993

Decision Tree Pruning as a Search in the State Space.

Floriana Esposito, Donato Malerba, Giovanni Semeraro

Proceedings of the Machine Learning: ECML-93, 1993

Negation as a Specializing Operator.

Floriana Esposito, Donato Malerba, Giovanni Semeraro

Proceedings of the Advances in Artificial Intelligence, 1993

1992

Classification in Noisy Environments Using a Distance Measure Between Structural Symbolic Descriptions.

Floriana Esposito, Donato Malerba, Giovanni Semeraro

IEEE Trans. Pattern Anal. Mach. Intell., 1992

1991

Flexible Matching for Noisy Structural Descriptions.

Floriana Esposito, Donato Malerba, Giovanni Semeraro

Proceedings of the 12th International Joint Conference on Artificial Intelligence. Sydney, 1991

1990

A Distance Measure for Decision Making in Uncertain Domains.

Floriana Esposito, Donato Malerba, Giovanni Semeraro

Proceedings of the Uncertainty in Knowledge Bases, 1990

An experimental page layout recognition system for office document automatic classification: an integrated approach for inductive generalization.

Floriana Esposito, Donato Malerba, Giovanni Semeraro, Enrico Annese, Giovanna Scafuro

Proceedings of the 10th IAPR International Conference on Pattern Recognition, 1990