Donato Malerba
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
133
Venues
39
Active years
1990–2026
Best venue rank
A*
Where they publish
- CISMIS35 papers
- ADIS13 papers
- AICDAR9 papers
- BILP8 papers
- CDEXA7 papers
- MulticonferenceSAC5 papers
- A*ICDM5 papers
- BICPM4 papers
- AECAI4 papers
- ABPM3 papers
- CIDEAS3 papers
- BKES3 papers
- CLOPSTR3 papers
- BBigData2 papers
- CCIDM2 papers
- A*WWW2 papers
- NationalFlAIRS2 papers
- AAISTATS2 papers
- BIJCNN1 paper
- CIGARSS1 paper
- BDSAA1 paper
- CDASC1 paper
- BSERVICES1 paper
- NationalCISIS1 paper
- AICDCS1 paper
- ASDM1 paper
- BEDBT1 paper
- CW2GIS1 paper
- ACIKM1 paper
- BDaWaK1 paper
- BAIME1 paper
- A*ICDE1 paper
- BDAS1 paper
- AECIR1 paper
- A*ICML1 paper
- CSEKE1 paper
- A*IJCAI1 paper
- BICPR1 paper
- CIPMU1 paper
Papers
133 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | ISMIS | Predictive Process Monitoring Through the Lens of Deep Online Learning. | Vincenzo Pasquadibisceglie, Simone Capone, Annalisa Appice, Donato Malerba |
| 2026 | ISMIS | Counterfactuals to Manage Ongoing Business Process Deviances. | Vincenzo Pasquadibisceglie, Rossella Anna Giansante, Annalisa Appice, Donato Malerba |
| 2026 | ISMIS | Similarity-Guided Forecasting of Multiple Sequences from Mechanical Testing Data of Additively Manufactured Components. | Antonio Pellicani, Gianvito Pio, Donato Malerba, Michelangelo Ceci |
| 2025 | ICPM | Leveraging a foundation deep neural embedding in process discovery under not-Pareto distribution. | Vincenzo Pasquadibisceglie, Annalisa Appice, Giovanni Discanno, Donato Malerba |
| 2025 | IJCNN | Deep Change Vector Analysis to Map Bark Beetle Outbreaks in Open Sentinel-2 Data. | Giuseppina Andresini, Annalisa Appice, Donato Malerba, Vito Recchia |
| 2025 | SAC | GANDALF: A LLM-based approach to map bark beetle outbreaks in semantic stories of Sentinel-2 images. | Vincenzo Pasquadibisceglie, Vito Recchia, Annalisa Appice, Donato Malerba, Giuseppe Fiameni |
| 2024 | DIS | An Attention-Based CNN Approach to Detect Forest Tree Dieback Caused by Insect Outbreak in Sentinel-2 Images. | Vito Recchia, Giuseppina Andresini, Annalisa Appice, Gianpietro Fontana, Donato Malerba |
| 2024 | ICPM | LUPIN: A LLM Approach for Activity Suffix Prediction in Business Process Event Logs. | Vincenzo Pasquadibisceglie, Annalisa Appice, Donato Malerba |
| 2024 | IGARSS | Potential of Spectral-Spatial Analysis to Map Forest Tree Dieback Due to Bark Beetle Hotspots in Sentinel-2 Images. | Giuseppina Andresini, Annalisa Appice, Dino Ienco, Donato Malerba, Vito Recchia |
| 2024 | ISMIS | A Stream Data Mining Approach to Handle Concept Drifts in Process Discovery. | Vincenzo Pasquadibisceglie, Donato Lucente, Donato Malerba |
| 2024 | SAC | Leveraging Sentinel-2 time series for bark beetle-induced forest dieback inventory. | Giuseppina Andresini, Annalisa Appice, Donato Malerba |
| 2023 | DIS | GLORIA: A Graph Convolutional Network-Based Approach for Review Spam Detection. | Giuseppina Andresini, Annalisa Appice, Roberto Gasbarro, Donato Malerba |
| 2023 | DSAA | PANACEA: A Neural Model Ensemble for Cyber-Threat Detection. | Malik Al-Essa, Giuseppina Andresini, Annalisa Appice, Donato Malerba |
| 2022 | DASC | An XAI-based adversarial training approach for cyber-threat detection. | Malik Al-Essa, Giuseppina Andresini, Annalisa Appice, Donato Malerba |
| 2022 | ISMIS | XAI to Explore Robustness of Features in Adversarial Training for Cybersecurity. | Malik Al-Essa, Giuseppina Andresini, Annalisa Appice, Donato Malerba |
| 2022 | SERVICES | A multi-view deep learning approach for predictive business processes monitoring. | Vincenzo Pasquadibisceglie, Annalisa Appice, Giovanna Castellano, Donato Malerba |
| 2021 | BPM | Leveraging Multi-view Deep Learning for Next Activity Prediction. | Vincenzo Pasquadibisceglie, Annalisa Appice, Giovanna Castellano, Donato Malerba |
| 2021 | DIS | A Network Intrusion Detection System for Concept Drifting Network Traffic Data. | Giuseppina Andresini, Annalisa Appice, Corrado Loglisci, Vincenzo Belvedere, Domenico Redavid, Donato Malerba |
| 2021 | DIS | Leveraging Grad-CAM to Improve the Accuracy of Network Intrusion Detection Systems. | Francesco Paolo Caforio, Giuseppina Andresini, Gennaro Vessio, Annalisa Appice, Donato Malerba |
| 2021 | ICPM | FOX: a neuro-Fuzzy model for process Outcome prediction and eXplanation. | Vincenzo Pasquadibisceglie, Giovanna Castellano, Annalisa Appice, Donato Malerba |
| 2020 | BPM | Predictive Process Mining Meets Computer Vision. | Vincenzo Pasquadibisceglie, Annalisa Appice, Giovanna Castellano, Donato Malerba |
| 2020 | ISMIS | Saliency Detection in Hyperspectral Images Using Autoencoder-Based Data Reconstruction. | Annalisa Appice, Francesco Lomuscio, Antonella Falini, Cristiano Tamborrino, Francesca Mazzia, Donato Malerba |
| 2020 | ISMIS | 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 |
| 2019 | BigData | Big Data Analytics and Predictive Modeling Approaches for the Energy Sector. | Roberto Corizzo, Michelangelo Ceci, Donato Malerba |
| 2019 | ICPM | Using Convolutional Neural Networks for Predictive Process Analytics. | Vincenzo Pasquadibisceglie, Annalisa Appice, Giovanna Castellano, Donato Malerba |
| 2018 | BigData | An OWL Ontology for Supporting Semantic Services in Big Data Platforms. | Domenico Redavid, Roberto Corizzo, Donato Malerba |
| 2018 | CISIS | 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 |
| 2018 | ICDCS | Toward IoT-Friendly Learning Models. | Ernesto Damiani, Gabriele Gianini, Michelangelo Ceci, Donato Malerba |
| 2018 | IDEAS | Distributed Learning of Process Models for Next Activity Prediction. | Michelangelo Ceci, Michele Spagnoletta, Pasqua Fabiana Lanotte, Donato Malerba |
| 2018 | ISMIS | Handling Multi-scale Data via Multi-target Learning for Wind Speed Forecasting. | Annalisa Appice, Antonietta Lanza, Donato Malerba |
| 2018 | ISMIS | 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 |
| 2017 | DIS | LOCANDA: Exploiting Causality in the Reconstruction of Gene Regulatory Networks. | Gianvito Pio, Michelangelo Ceci, Francesca Prisciandaro, Donato Malerba |
| 2017 | ISMIS | Exploiting Web Sites Structural and Content Features for Web Pages Clustering. | Pasqua Fabiana Lanotte, Fabio Fumarola, Donato Malerba, Michelangelo Ceci |
| 2015 | DIS | Very Short-Term Wind Speed Forecasting Using Spatio-Temporal Lazy Learning. | Annalisa Appice, Sonja Pravilovic, Antonietta Lanza, Donato Malerba |
| 2015 | DIS | Hierarchical Multidimensional Classification of Web Documents with MultiWebClass. | Francesco Serafino, Gianvito Pio, Michelangelo Ceci, Donato Malerba |
| 2015 | IDEAS | 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 |
| 2015 | ISMIS | Discovering Variability Patterns for Change Detection in Complex Phenotype Data. | Corrado Loglisci, Bachir Balech, Donato Malerba |
| 2015 | SDM | Mining Multi-Relational Gradual Patterns. | NhatHai Phan, Dino Ienco, Donato Malerba, Pascal Poncelet, Maguelonne Teisseire |
| 2014 | DIS | Completion Time and Next Activity Prediction of Processes Using Sequential Pattern Mining. | Michelangelo Ceci, Pasqua Fabiana Lanotte, Fabio Fumarola, Dario Pietro Cavallo, Donato Malerba |
| 2014 | DIS | Wind Power Forecasting Using Time Series Cluster Analysis. | Sonja Pravilovic, Annalisa Appice, Antonietta Lanza, Donato Malerba |
| 2014 | EDBT | Mining Trajectory Data for Discovering Communities of Moving Objects. | Corrado Loglisci, Donato Malerba, Apostolos N. Papadopoulos |
| 2014 | IDEAS | 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 |
| 2014 | ISMIS | A Business Intelligence Solution for Monitoring Efficiency of Photovoltaic Power Plants. | Fabio Fumarola, Annalisa Appice, Donato Malerba |
| 2014 | ISMIS | Automatic Extraction of Logical Web Lists. | Pasqua Fabiana Lanotte, Fabio Fumarola, Michelangelo Ceci, Andrea Scarpino, Michele Damiano Torelli, Donato Malerba |
| 2014 | ISMIS | Collective Inference for Handling Autocorrelation in Network Regression. | Corrado Loglisci, Annalisa Appice, Donato Malerba |
| 2014 | ISMIS | Mining Dense Regions from Vehicular Mobility in Streaming Setting. | Corrado Loglisci, Donato Malerba |
| 2014 | ISMIS | Mining Temporal Evolution of Entities in a Stream of Textual Documents. | Gianvito Pio, Pasqua Fabiana Lanotte, Michelangelo Ceci, Donato Malerba |
| 2014 | ISMIS | Integrating Cluster Analysis to the ARIMA Model for Forecasting Geosensor Data. | Sonja Pravilovic, Annalisa Appice, Donato Malerba |
| 2013 | DIS | Learning Hierarchical Multi-label Classification Trees from Network Data. | Daniela Stojanova, Michelangelo Ceci, Donato Malerba, Saso Dzeroski |
| 2012 | DEXA | Continuously Mining Sliding Window Trend Clusters in a Sensor Network. | Annalisa Appice, Donato Malerba, Anna Ciampi |
| 2012 | DEXA | An Unsupervised Framework for Topological Relations Extraction from Geographic Documents. | Corrado Loglisci, Dino Ienco, Mathieu Roche, Maguelonne Teisseire, Donato Malerba |
| 2012 | DEXA | Learning to Rank from Concept-Drifting Network Data Streams. | Lucrezia Macchia, Michelangelo Ceci, Donato Malerba |
| 2012 | ECAI | Hierarchical and Overlapping Co-Clustering of mRNA: miRNA Interactions. | Gianvito Pio, Michelangelo Ceci, Corrado Loglisci, Domenica D'Elia, Donato Malerba |
| 2012 | ICDM | Toward Geographic Information Harvesting: Extraction of Spatial Relational Facts from Web Documents. | Corrado Loglisci, Dino Ienco, Mathieu Roche, Maguelonne Teisseire, Donato Malerba |
| 2012 | SAC | Trend cluster based interpolation everywhere in a sensor network. | Pietro Guccione, Anna Ciampi, Annalisa Appice, Donato Malerba, Angelo Muolo |
| 2012 | W2GIS | Integrating Trend Clusters for Spatio-temporal Interpolation of Missing Sensor Data. | Anna Ciampi, Annalisa Appice, Pietro Guccione, Donato Malerba |
| 2011 | BPM | 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, Mal 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. Gnther, 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 Prez, Ricardo Seguel Prez, Marcos Seplveda, 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 |
| 2011 | CIDM | Trend cluster based compression of geographically distributed data streams. | Anna Ciampi, Annalisa Appice, Donato Malerba, Pietro Guccione |
| 2011 | CIDM | Discovering process models through relational disjunctive patterns mining. | Corrado Loglisci, Michelangelo Ceci, Annalisa Appice, Donato Malerba |
| 2011 | DEXA | A Temporal Data Mining Framework for Analyzing Longitudinal Data. | Corrado Loglisci, Michelangelo Ceci, Donato Malerba |
| 2011 | DIS | Global and Local Spatial Autocorrelation in Predictive Clustering Trees. | Daniela Stojanova, Michelangelo Ceci, Annalisa Appice, Donato Malerba, Saso Dzeroski |
| 2011 | ISMIS | Space-Time Roll-up and Drill-down into Geo-Trend Stream Cubes. | Anna Ciampi, Annalisa Appice, Donato Malerba, Angelo Muolo |
| 2011 | ISMIS | Relational Mining in Spatial Domains: Accomplishments and Challenges. | Donato Malerba, Michelangelo Ceci, Annalisa Appice |
| 2011 | ISMIS | FAST Sequence Mining Based on Sparse Id-Lists. | Eliana Salvemini, Fabio Fumarola, Donato Malerba, Jiawei Han |
| 2011 | KES | OLAP over Continuous Domains via Density-Based Hierarchical Clustering. | Michelangelo Ceci, Alfredo Cuzzocrea, Donato Malerba |
| 2011 | WWW | HyLiEn: a hybrid approach to general list extraction on the web. | Fabio Fumarola, Tim Weninger, Rick Barber, Donato Malerba, Jiawei Han |
| 2011 | WWW | Growing parallel paths for entity-page discovery. | Tim Weninger, Fabio Fumarola, Cindy Xide Lin, Rick Barber, Jiawei Han, Donato Malerba |
| 2010 | CIKM | Mapping web pages to database records via link paths. | Tim Weninger, Fabio Fumarola, Jiawei Han, Donato Malerba |
| 2010 | DaWaK | A Relational Approach for Discovering Frequent Patterns with Disjunctions. | Corrado Loglisci, Michelangelo Ceci, Donato Malerba |
| 2010 | ECAI | Time-Slice Density Estimation for Semantic-Based Tourist Destination Suggestion. | Michelangelo Ceci, Annalisa Appice, Donato Malerba |
| 2010 | ECAI | Mining Physiological Data for Discovering Temporal Patterns on Disease Stages. | Corrado Loglisci, Michelangelo Ceci, Donato Malerba |
| 2010 | KES | Summarization for Geographically Distributed Data Streams. | Anna Ciampi, Annalisa Appice, Donato Malerba |
| 2010 | SAC | Transductive learning for spatial regression with co-training. | Annalisa Appice, Michelangelo Ceci, Donato Malerba |
| 2010 | SAC | Complex objects ranking: a relational data mining approach. | Michelangelo Ceci, Annalisa Appice, Corrado Loglisci, Donato Malerba |
| 2009 | AIME | A Temporal Data Mining Approach for Discovering Knowledge on the Changes of the Patient's Physiology. | Corrado Loglisci, Donato Malerba |
| 2009 | DIS | An Iterative Learning Algorithm for Within-Network Regression in the Transductive Setting. | Annalisa Appice, Michelangelo Ceci, Donato Malerba |
| 2009 | DIS | A Sliding Window Algorithm for Relational Frequent Patterns Mining from Data Streams. | Fabio Fumarola, Anna Ciampi, Annalisa Appice, Donato Malerba |
| 2009 | ISMIS | Novelty Detection from Evolving Complex Data Streams with Time Windows. | Michelangelo Ceci, Annalisa Appice, Corrado Loglisci, Costantina Caruso, Fabio Fumarola, Donato Malerba |
| 2009 | ISMIS | A Knowledge-Based Framework for Information Extraction from Clinical Practice Guidelines. | Corrado Loglisci, Michelangelo Ceci, Donato Malerba |
| 2008 | DEXA | Emerging Pattern Based Classification in Relational Data Mining. | Michelangelo Ceci, Annalisa Appice, Donato Malerba |
| 2008 | DEXA | A Grid-Based Multi-relational Approach to Process Mining. | Antonio Turi, Annalisa Appice, Michelangelo Ceci, Donato Malerba |
| 2008 | ICDM | Geographic Knowledge Discovery in INGENS: An Inductive Database Perspective. | Annalisa Appice, Anna Ciampi, Antonietta Lanza, Donato Malerba, Antonella Rapolla, Luisa Vetturi |
| 2008 | ICDM | A KDD Platform Based on the Application Service Provider Paradigm. | Fabio Fumarola, Eliana Salvemini, Donato Malerba |
| 2008 | ICDM | Discovering Triggering Events from Longitudinal Data. | Corrado Loglisci, Donato Malerba |
| 2008 | ILP | Top-Down Induction of Relational Model Trees in Multi-instance Learning. | Annalisa Appice, Michelangelo Ceci, Donato Malerba |
| 2008 | ISMIS | Stepwise Induction of Logistic Model Trees. | Annalisa Appice, Michelangelo Ceci, Donato Malerba, Savino Saponara |
| 2008 | ISMIS | Discovering Emerging Patterns for Anomaly Detection in Network Connection Data. | Michelangelo Ceci, Annalisa Appice, Costantina Caruso, Donato Malerba |
| 2008 | ISMIS | Discovering Explanations from Longitudinal Data. | Corrado Loglisci, Donato Malerba |
| 2007 | ICDAR | A Data Mining Approach to Reading Order Detection. | Michelangelo Ceci, Margherita Berardi, G. Porcelli, Donato Malerba |
| 2007 | ICDE | An Integrated Platform for Spatial Data Mining within a GIS Environment. | Annalisa Appice, Antonietta Lanza, Donato Malerba |
| 2007 | KES | A Data Mining Methodology for Anomaly Detection in Network Data. | Costantina Caruso, Donato Malerba |
| 2006 | ICDM | Mining Information Extraction Models for HmtDB annotation. | Margherita Berardi, Donato Malerba, Marcella Attimonelli |
| 2006 | ILP | Learning Recursive Patterns for Biomedical Information Extraction. | Margherita Berardi, Donato Malerba |
| 2005 | ICDAR | A color-based layout analysis to process censorship cards of film archives. | Margherita Berardi, Oronzo Altamura, Michelangelo Ceci, Donato Malerba |
| 2005 | ICDAR | Relational Learning techniques for Document Image Understanding: Comparing Statistical and Logical approaches. | Michelangelo Ceci, Margherita Berardi, Donato Malerba |
| 2005 | ILP | Spatial Clustering of Structured Objects. | Donato Malerba, Annalisa Appice, Antonio Varlaro, Antonietta Lanza |
| 2005 | ISMIS | Mining and Filtering Multi-level Spatial Association Rules with ARES. | Annalisa Appice, Margherita Berardi, Michelangelo Ceci, Donato Malerba |
| 2005 | ISMIS | Learning the Daily Model of Network Traffic. | Costantina Caruso, Donato Malerba, Davide Papagni |
| 2004 | DAS | An Integrated Approach for Automatic Semantic Structure Extraction in Document Images. | Margherita Berardi, Michele Lapi, Donato Malerba |
| 2004 | ILP | On the Effect of Caching in Recursive Theory Learning. | Margherita Berardi, Antonio Varlaro, Donato Malerba |
| 2003 | DEXA | XML and Knowledge Technologies for Semantic-Based Indexing of Paper Documents. | Donato Malerba, Michelangelo Ceci, Margherita Berardi |
| 2003 | ECIR | Hierarchical Classification of HTML Documents with WebClassII. | Michelangelo Ceci, Donato Malerba |
| 2003 | ICDAR | Correcting the Document Layout: A Machine Learning Approach. | Donato Malerba, Floriana Esposito, Oronzo Altamura, Michelangelo Ceci, Margherita Berardi |
| 2003 | ICML | Learning Logic Programs for Layout Analysis Correction. | Margherita Berardi, Michelangelo Ceci, Floriana Esposito, Donato Malerba |
| 2003 | ILP | Mining Model Trees: A Multi-relational Approach. | Annalisa Appice, Michelangelo Ceci, Donato Malerba |
| 2003 | ILP | Ideal Refinement of Descriptions in AL-Log. | Francesca A. Lisi, Donato Malerba |
| 2003 | ISMIS | Comparing Simplification Methods for Model Trees with Regression and Splitting Nodes. | Michelangelo Ceci, Annalisa Appice, Donato Malerba |
| 2002 | ISMIS | Trading-Off Local versus Global Effects of Regression Nodes in Model Trees. | Donato Malerba, Annalisa Appice, Michelangelo Ceci, Marianna Monopoli |
| 2002 | ISMIS | Adaptive Layout Analysis of Document Images. | Donato Malerba, Floriana Esposito, Oronzo Altamura |
| 2001 | FlAIRS | Multiple Predicate Learning for Document Image Understanding. | Floriana Esposito, Donato Malerba, Francesca A. Lisi |
| 2001 | FlAIRS | A Logical Framework for Frequent Pattern Discovery in Spatial Data. | Donato Malerba, Floriana Esposito, Francesca A. Lisi |
| 2001 | ICDAR | Automated Discovery of Dependencies Between Logical Components in Document Image Understanding. | Donato Malerba, Floriana Esposito, Francesca A. Lisi, Oronzo Altamura |
| 2001 | ILP | Discovering Associations between Spatial Objects: An ILP Application. | Donato Malerba, Francesca A. Lisi |
| 2000 | ILP | Induction of Recursive Theories in the Normal ILP Setting: Issues and Solutions. | Floriana Esposito, Donato Malerba, Francesca A. Lisi |
| 2000 | ISMIS | Discovering Geographic Knowledge: The INGENS System. | Donato Malerba, Floriana Esposito, Antonietta Lanza, Francesca A. Lisi |
| 1999 | ICDAR | WISDOM++: An Interactive and Adaptive Document Analysis System. | Oronzo Altamura, Floriana Esposito, Donato Malerba |
| 1999 | ISMIS | Machine Learning for Intelligent Document Processing: The WISDOM System. | Floriana Esposito, Donato Malerba, Francesca A. Lisi |
| 1998 | ECAI | Learning Recursive Theories with ATRE. | Donato Malerba, Floriana Esposito, Francesca A. Lisi |
| 1997 | AISTATS | Inductive Inference of First-Order Models from Numeric-Symbolic Data. | Floriana Esposito, Sergio Caggese, Donato Malerba, Giovanni Semeraro |
| 1997 | ICDAR | Information Capture and Semantic Indexing of Digital Libraries through Machine Learning Techniques. | Floriana Esposito, Donato Malerba, Giovanni Semeraro, Cesare Daniele Antifora, Gioacchino de Gennaro |
| 1997 | ISMIS | Knowledge Revision for Document Understanding. | Floriana Esposito, Donato Malerba, Giovanni Semeraro, Stefano Ferilli |
| 1997 | LOPSTR | A Logic Framework for the Incremental Inductive Synthesis of Datalog Theories. | Giovanni Semeraro, Floriana Esposito, Donato Malerba, Nicola Fanizzi, Stefano Ferilli |
| 1996 | ISMIS | Locally Finite, Proper and Complete Operators for Refining Datalog Programs. | Floriana Esposito, Angela Laterza, Donato Malerba, Giovanni Semeraro |
| 1995 | AISTATS | A Further Comparison of Simplification Methods for Decision-Tree Induction. | Donato Malerba, Floriana Esposito, Giovanni Semeraro |
| 1995 | ICDAR | A knowledge-based approach to the layout analysis. | Floriana Esposito, Donato Malerba, Giovanni Semeraro |
| 1995 | LOPSTR | Ideal Refinement of Datalog Programs. | Giovanni Semeraro, Floriana Esposito, Donato Malerba |
| 1994 | ISMIS | Traps and Pitfalls when Learning Logical Definitions from Relations. | Floriana Esposito, Donato Malerba, Giovanni Semeraro |
| 1994 | LOPSTR | 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 |
| 1993 | ICDAR | Automated acquisition of rules for document understanding. | Floriana Esposito, Donato Malerba, Giovanni Semeraro |
| 1993 | SEKE | Machine Learning Techniques for Knowledge Acquisition and Refinement. | Floriana Esposito, Donato Malerba, Giovanni Semeraro |
| 1991 | IJCAI | Flexible Matching for Noisy Structural Descriptions. | Floriana Esposito, Donato Malerba, Giovanni Semeraro |
| 1990 | ICPR | 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 |
| 1990 | IPMU | A Distance Measure for Decision Making in Uncertain Domains. | Floriana Esposito, Donato Malerba, Giovanni Semeraro |