| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Anna Ciampi, Annalisa Appice, Pietro Guccione, Donato Malerba |
Integrating Trend Clusters for Spatio-temporal Interpolation of Missing Sensor Data.  |
W2GIS  |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Annalisa Appice, Michelangelo Ceci, Antonio Turi, Donato Malerba |
A parallel, distributed algorithm for relational frequent pattern discovery from very large data sets. |
Intell. Data Anal. |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Daniela Stojanova, Michelangelo Ceci, Annalisa Appice, Saso Dzeroski |
Network Regression with Predictive Clustering Trees. |
ECML/PKDD |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Donato Malerba, Michelangelo Ceci, Annalisa Appice |
Relational Mining in Spatial Domains: Accomplishments and Challenges. |
ISMIS |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Anna Ciampi, Annalisa Appice, Donato Malerba, Angelo Muolo |
Space-Time Roll-up and Drill-down into Geo-Trend Stream Cubes. |
ISMIS |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Anna Ciampi, Annalisa Appice, Donato Malerba, Pietro Guccione |
Trend cluster based compression of geographically distributed data streams. |
CIDM |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Corrado Loglisci, Michelangelo Ceci, Annalisa Appice, Donato Malerba |
Discovering process models through relational disjunctive patterns mining. |
CIDM |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Corrado Loglisci, Annalisa Appice, Michelangelo Ceci, Donato Malerba, Floriana Esposito |
MBlab: Molecular Biodiversity Laboratory. |
IRCDL |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Daniela Stojanova, Michelangelo Ceci, Annalisa Appice, Donato Malerba, Saso Dzeroski |
Global and Local Spatial Autocorrelation in Predictive Clustering Trees. |
Discovery Science |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Michelangelo Ceci, Annalisa Appice, Donato Malerba |
Transductive Learning for Spatial Data Classification. |
Advances in Machine Learning I |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Michelangelo Ceci, Annalisa Appice, Donato Malerba |
Time-Slice Density Estimation for Semantic-Based Tourist Destination Suggestion. |
ECAI |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Michelangelo Ceci, Annalisa Appice, Donato Malerba, Nicola Schirone, Nicola Davide Traversa, Valerio Valrosso |
Suggesting Tourist Destinations by means of Time-Slice Density Estimation. |
SEBD |
2010 |
DBLP BibTeX RDF |
|
| 1 | Anna Ciampi, Annalisa Appice, Donato Malerba, Giuseppe Saponaro, Domenico Triglione |
Clustering Spatio-Temporal Data Streams. |
SEBD |
2010 |
DBLP BibTeX RDF |
|
| 1 | Annalisa Appice, Michelangelo Ceci, Donato Malerba |
Transductive learning for spatial regression with co-training. |
SAC |
2010 |
DBLP DOI BibTeX RDF |
spatial regression, co-training, transductive learning |
| 1 | Michelangelo Ceci, Annalisa Appice, Corrado Loglisci, Donato Malerba |
Complex objects ranking: a relational data mining approach. |
SAC |
2010 |
DBLP DOI BibTeX RDF |
ranking, probabilistic approach, relational data mining |
| 1 | Anna Ciampi, Annalisa Appice, Donato Malerba |
Summarization for Geographically Distributed Data Streams. |
KES |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Anna Ciampi, Annalisa Appice, Donato Malerba |
Online and Offline Trend Cluster Discovery in Spatially Distributed Data Streams. |
MSM/MUSE |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Annalisa Appice, Michelangelo Ceci, Corrado Loglisci |
Discovering Informative Syntactic Relationships between Named Entities in Biomedical Literature. |
DBKDA |
2010 |
DBLP DOI BibTeX RDF |
Syntactic Text Structure, Multi-Relational Data Mining, Frequent Pattern Discovery, Biomedical Literature |
| 1 | Donato Malerba, Michelangelo Ceci, Annalisa Appice |
A relational approach to probabilistic classification in a transductive setting. |
Eng. Appl. of AI |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Michelangelo Ceci, Annalisa Appice, Corrado Loglisci, Costantina Caruso, Fabio Fumarola, Donato Malerba |
Novelty Detection from Evolving Complex Data Streams with Time Windows. |
ISMIS |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Annalisa Appice, Michelangelo Ceci, Vincenzo Rizzi, Marco Romano, Donato Malerba |
Spatial Regression in the Transductive Setting. |
SEBD |
2009 |
DBLP BibTeX RDF |
|
| 1 | Annalisa Appice, Michelangelo Ceci, Corrado Loglisci, Costantina Caruso, Fabio Fumarola, Michele Todaro, Donato Malerba |
A Relational Approach to Novelty Detection in Data Streams. |
SEBD |
2009 |
DBLP BibTeX RDF |
|
| 1 | Michelangelo Ceci, Annalisa Appice, Giuseppe De Giosa, Gianluigi Dileo, Alessandro Lallo, Donato Malerba |
Mining preference relations to rank complex object. |
SEBD |
2009 |
DBLP BibTeX RDF |
|
| 1 | Anna Ciampi, Fabio Fumarola, Annalisa Appice, Donato Malerba |
Approximate Frequent Itemset Discovery from Data Stream. |
AI*IA |
2009 |
DBLP DOI BibTeX RDF |
Frequent Itemset Discovery, Sliding Window Model, Data Stream Mining |
| 1 | Michelangelo Ceci, Annalisa Appice, Corrado Loglisci, Costantina Caruso, Fabio Fumarola, Carmine Valente, Donato Malerba |
Relational Frequent Patterns Mining for Novelty Detection from Data Streams. |
MLDM |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Fabio Fumarola, Anna Ciampi, Annalisa Appice, Donato Malerba |
A Sliding Window Algorithm for Relational Frequent Patterns Mining from Data Streams. |
Discovery Science |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Annalisa Appice, Michelangelo Ceci, Donato Malerba |
An Iterative Learning Algorithm for Within-Network Regression in the Transductive Setting. |
Discovery Science |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Annalisa Appice, Anna Ciampi, Antonietta Lanza, Donato Malerba, Antonella Rapolla, Luisa Vetturi |
Geographic Knowledge Discovery in INGENS: An Inductive Database Perspective. |
ICDM Workshops |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Annalisa Appice, Michelangelo Ceci, Donato Malerba, Savino Saponara |
Stepwise Induction of Logistic Model Trees. |
ISMIS |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Michelangelo Ceci, Annalisa Appice, Costantina Caruso, Donato Malerba |
Discovering Emerging Patterns for Anomaly Detection in Network Connection Data. |
ISMIS |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Antonio Turi, Annalisa Appice, Michelangelo Ceci, Donato Malerba |
Distributed Discovery of Multi-Level Approximate Process Patterns. |
SEBD |
2008 |
DBLP BibTeX RDF |
|
| 1 | Michelangelo Ceci, Annalisa Appice, Lucrezia Macchia, Donato Malerba |
Relational Classification based on Emerging Patterns. |
SEBD |
2008 |
DBLP BibTeX RDF |
|
| 1 | Michelangelo Ceci, Annalisa Appice, Donato Malerba |
Emerging Pattern Based Classification in Relational Data Mining. |
DEXA |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Antonio Turi, Annalisa Appice, Michelangelo Ceci, Donato Malerba |
A Grid-Based Multi-relational Approach to Process Mining. |
DEXA |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Annalisa Appice, Michelangelo Ceci, Donato Malerba |
Top-Down Induction of Relational Model Trees in Multi-instance Learning. |
ILP |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Michelangelo Ceci, Annalisa Appice, Donato Malerba |
Discovering Emerging Patterns in Spatial Databases: A Multi-relational Approach. |
PKDD |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Annalisa Appice, Antonietta Lanza, Donato Malerba |
An Integrated Platform for Spatial Data Mining within a GIS Environment. |
ICDE Workshops |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Antonio Varlaro, Annalisa Appice, Antonietta Lanza, Antonio Fittipaldi |
On Homogeneity Evaluation and Seed Selection in Clustering Relational Data. |
SEBD |
2007 |
DBLP BibTeX RDF |
|
| 1 | Annalisa Appice, Saso Dzeroski |
Inducing Multi-Target Model Trees in a Stepwise Fashion. |
SEBD |
2007 |
DBLP BibTeX RDF |
|
| 1 | Annalisa Appice, Saso Dzeroski |
Stepwise Induction of Multi-target Model Trees. |
ECML |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Annalisa Appice, Michelangelo Ceci, Carlo Malgieri, Donato Malerba |
Discovering Relational Emerging Patterns. |
AI*IA |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Michelangelo Ceci, Annalisa Appice, Nicola Barile, Donato Malerba |
Transductive Learning from Relational Data. |
MLDM |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Annalisa Appice, Claudia d'Amato, Floriana Esposito, Donato Malerba |
Classification of symbolic objects: A lazy learning approach. |
Intell. Data Anal. |
2006 |
DBLP BibTeX RDF |
|
| 1 | Michelangelo Ceci, Annalisa Appice |
Spatial associative classification: propositional vs structural approach. |
J. Intell. Inf. Syst. |
2006 |
DBLP DOI BibTeX RDF |
Spatial classification, Naive Bayesian classification, Association rules discovery, Associative classification |
| 1 | Annalisa Appice, Michelangelo Ceci |
Mining Tolerance Regions with Model Trees. |
ISMIS |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Margherita Berardi, Annalisa Appice, Corrado Loglisci, Pietro Leo |
Supporting Visual Exploration of Discovered Association Rules Through Multi-Dimensional Scaling. |
ISMIS |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Annalisa Appice, Floriana Esposito, Donato Malerba |
Classifying Aggregated Data: a Symbolic Data Analysis Approach. |
SEBD |
2006 |
DBLP BibTeX RDF |
|
| 1 | Donato Malerba, Michelangelo Ceci, Annalisa Appice |
Mining Model Trees from Spatial Data. |
PKDD |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Annalisa Appice, Margherita Berardi, Michelangelo Ceci, Donato Malerba |
Mining and Filtering Multi-level Spatial Association Rules with ARES. |
ISMIS |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Antonio Varlaro, Annalisa Appice, Antonietta Lanza, Donato Malerba, Giuseppe Guarnieri |
Relational Clustering with Discrete Spatial Structure. |
SEBD |
2005 |
DBLP BibTeX RDF |
|
| 1 | Michelangelo Ceci, Annalisa Appice, Donato Malerba |
Propositionalization Through Relational Association Rules Mining. |
SEBD |
2005 |
DBLP BibTeX RDF |
|
| 1 | Annalisa Appice, Paolo Buono |
Analyzing Multi-level Spatial Association Rules Through a Graph-Based Visualization. |
IEA/AIE |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Annalisa Appice, Michelangelo Ceci, Donato Malerba |
Mining Relational Association Rules for Propositional Classification. |
AI*IA |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Donato Malerba, Annalisa Appice, Antonio Varlaro, Antonietta Lanza |
Spatial Clustering of Structured Objects. |
ILP |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Donato Malerba, Floriana Esposito, Michelangelo Ceci, Annalisa Appice |
Top-Down Induction of Model Trees with Regression and Splitting Nodes. |
IEEE Trans. Pattern Anal. Mach. Intell. |
2004 |
DBLP DOI BibTeX RDF |
global and local effects, regression and splitting nodes, SMOTI, linear regression, Inductive learning, model trees |
| 1 | Michelangelo Ceci, Annalisa Appice, Donato Malerba |
Spatial Associative Classification at Different Levels of Granularity: A Probabilistic Approach. |
PKDD |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Annalisa Appice, Margherita Berardi, Michelangelo Ceci, Michele Lapi, Donato Malerba, Antonio Turi |
Mining interesting spatial association rules: two case studies. |
SEBD |
2004 |
DBLP BibTeX RDF |
|
| 1 | Donato Malerba, Annalisa Appice, Michelangelo Ceci |
A Data Mining Query Language for Knowledge Discovery in a Geographical Information System. |
Database Support for Data Mining Applications |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Annalisa Appice, Michelangelo Ceci, Simon Rawles, Peter A. Flach |
Redundant feature elimination for multi-class problems. |
ICML |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Annalisa Appice, Michelangelo Ceci, Antonietta Lanza, Francesca A. Lisi, Donato Malerba |
Discovery of spatial association rules in geo-referenced census data: A relational mining approach. |
Intell. Data Anal. |
2003 |
DBLP BibTeX RDF |
|
| 1 | Donato Malerba, Floriana Esposito, Antonietta Lanza, Francesca A. Lisi, Annalisa Appice |
Empowering a GIS with inductive learning capabilities: the case of INGENS. |
Computers, Environment and Urban Systems |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Michelangelo Ceci, Annalisa Appice, Donato Malerba |
Mr-SBC: A Multi-relational Naïve Bayes Classifier. |
PKDD |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Michelangelo Ceci, Annalisa Appice, Donato Malerba |
Comparing Simplification Methods for Model Trees with Regression and Splitting Nodes. |
ISMIS |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Annalisa Appice, Michelangelo Ceci, Donato Malerba |
MR-SMOTI: A Data Mining System for Regression Tasks Tightly-Coupled with a Relational Database. |
KDID |
2003 |
DBLP BibTeX RDF |
|
| 1 | Annalisa Appice, Michelangelo Ceci, Donato Malerba, D. Sacchi |
Stepwise Model Tree Induction in a Multi-Relational Framework. |
SEBD |
2003 |
DBLP BibTeX RDF |
|
| 1 | Annalisa Appice, Michelangelo Ceci, Floriana Esposito, Donato Malerba |
Mining Model Trees with Regression and Splitting Nodes. |
SEBD |
2003 |
DBLP BibTeX RDF |
|
| 1 | Michelangelo Ceci, Annalisa Appice, Donato Malerba, Vincenzo Colonna |
Multi-relational Structural Bayesian Classifier. |
AI*IA |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Annalisa Appice, Michelangelo Ceci, Donato Malerba |
Mining Model Trees: A Multi-relational Approach. |
ILP |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Michelangelo Ceci, Annalisa Appice, Donato Malerba |
Simplification Methods for Model Trees with Regression and Splitting Nodes. |
MLDM |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Donato Malerba, Annalisa Appice, Michelangelo Ceci, Marianna Monopoli |
Trading-Off Local versus Global Effects of Regression Nodes in Model Trees. |
ISMIS |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Donato Malerba, Annalisa Appice, Michelangelo Ceci, Nicola Vacca |
Mining Classification and Association Rules in Geographical Data with SDMOQL. |
SEBD |
2002 |
DBLP BibTeX RDF |
|
| 1 | Annalisa Appice, Michelangelo Ceci, Donato Malerba |
KDB2000: Uno strumento per la scoperta della conoscenza. |
SEBD |
2002 |
DBLP BibTeX RDF |
|
| 1 | Antonietta Lanza, Donato Malerba, Francesca A. Lisi, Annalisa Appice, Michelangelo Ceci |
Generating Logic Descriptions for the Automated Interpretation of Topographic Maps. |
GREC |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Donato Malerba, Annalisa Appice, Antonia Bellino, Michelangelo Ceci, Domenico Pallotta |
Stepwise Induction of Model Trees. |
AI*IA |
2001 |
DBLP DOI BibTeX RDF |
|
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