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Publications of Michelangelo
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| ID |
Year |
Journal
papers |
Link |
| IJ_21 |
2015 |
Pio G, Ceci M, Malerba D, D'Elia D: (2015). ComiRNet: a
web-based system for the analysis of miRNA-gene regulatory networks. BMC
BIOINFORMATICS, vol. 16, S7, ISSN: 1471-2105, doi: 10.1186/1471-2105-16-S9-S7 |
PDF |
| IJ_20 |
2015 |
Loglisci C, Ceci M, Malerba D (2015). Relational mining for
discovering changes in evolving networks. NEUROCOMPUTING, vol. 150, p.
265-288, ISSN: 0925-2312, doi: doi:10.1016/j.neucom.2014.08.079 |
PDF |
| IJ_19 |
2014 |
Pio G, Fumarola F, Felle A E, Malerba D, Ceci M (2014).
Discovering Novelty Patterns from the Ancient Christian 1 Inscriptions of
Rome. ACM JOURNAL ON COMPUTING AND CULTURAL HERITAGE, vol. 7, 22, ISSN:
1556-4673, doi: http://dx.doi.org/10.1145/2629513 |
PDF |
| IJ_18 |
2014 |
Pio G, Malerba D, D'Elia D, Ceci M (2014). Integrating microRNA
target predictions for the discovery of gene regulatory networks: a
semi-supervised ensemble learning approach. BMC BIOINFORMATICS, vol. 15, S4,
ISSN: 1471-2105, doi: http://dx.doi.org/10.1186/1471-2105-15-S1-S4 |
PDF |
| IJ_17 |
2014 |
Appice A, Ceci M, Loglisci C, Masciari E, Manco G (2014). Mining
complex patterns. JOURNAL OF INTELLIGENT INFORMATION SYSTEMS, p. 179-180,
ISSN: 1573-7675, doi: 10.1007/s10844-013-0301-4 |
PDF |
| IJ_16 |
2014 |
Appice A, Ceci M, Malerba D (2014). Multi-Relational Model Tree
Induction Tightly-Coupled with a Relational Database. FUNDAMENTA
INFORMATICAE, vol. 129, p. 193-224, ISSN: 0169-2968, doi: 10.3233/FI-2014-969 |
PDF |
| IJ_15 |
2014 |
Ceci M, Loglisci C, Macchia L (2014). Ranking Sentences for
Keyphrase Extraction: A Relational Data Mining Approach. PROCEDIA COMPUTER
SCIENCE, vol. 38, p. 52-59, ISSN: 1877-0509, doi:
doi:10.1016/j.procs.2014.10.011 |
PDF |
| IJ_14 |
2013 |
Pio G, Ceci M, D'Elia D, Loglisci C, Malerba D: (2013). A Novel
Biclustering Algorithm for the Discovery of Meaningful Biological
Correlations between microRNAs and their Target Genes. BMC BIOINFORMATICS,
vol. 14, S8, ISSN: 1471-2105, doi: 10.1186/1471-2105-14-S7-S8 |
PDF |
| IJ_13 |
2013 |
Stojanova D, Ceci M, Appice A, Malerba D, Džeroski S (2013).
Dealing with Spatial Autocorrelation when Learning Predictive Clustering
Trees . ECOLOGICAL INFORMATICS, vol. 13, p. 22-39, ISSN: 1574-9541, doi:
10.1016/j.ecoinf.2012.10.006 |
PDF |
| IJ_12 |
2013 |
CECI M, CUZZOCREA A., MALERBA D. (2013). Effectively and
efficiently supporting roll-up and drill-down OLAP operations over continuous
dimensions via hierarchical clustering. JOURNAL OF INTELLIGENT INFORMATION
SYSTEMS, p. 1-25, ISSN: 1573-7675, doi: DOI 10.1007/s10844-013-0268-1 |
PDF |
| IJ_11 |
2013 |
Stojanova D, Ceci M, Malerba D, Dzeroski S (2013). Using PPI
network autocorrelation in hierarchical multi-label classification trees for
gene function prediction. BMC BIOINFORMATICS, vol. 14, 285, ISSN: 1471-2105,
doi: 10.1186/1471-2105-14-285 |
PDF |
| IJ_10 |
2012 |
Stojanova D, Ceci M, Appice, A, Džeroski S (2012). Network
regression with predictive clustering trees. DATA MINING AND KNOWLEDGE
DISCOVERY, vol. 25, p. 378-413, ISSN: 1384-5810, doi:
10.1007/s10618-012-0278-6 |
PDF |
| IJ_9 |
2012 |
Ceci M, Guzzi P H, Masciari E, Coluccia M, Mandreoli F, Mecella
M, Fumarola F, Martoglia R, Penzo W (2012). The IS-BioBank project: a
framework for biological data normalization, interoperability, and mining for
cancer microenvironment analysis. SIGHIT RECORD, vol. 2, p. 16-21, ISSN:
2158-8813, doi: 10.1145/2384556.2384558 |
PDF |
| IJ_8 |
2011 |
APPICE A, CECI M, TURI A, MALERBA D (2011). A parallel,
distributed algorithm for relational frequent pattern discovery from very
large data sets. INTELLIGENT DATA ANALYSIS, vol. 15, p. 69-88, ISSN:
1088-467X, doi: 10.3233/IDA-2010-0456 |
PDF |
| IJ_7 |
2009 |
MALERBA D, CECI M, APPICE A (2009). A relational approach to
probabilistic classification in a transductive setting. ENGINEERING
APPLICATIONS OF ARTIFICIAL INTELLIGENCE, vol. 22, p. 109-116, ISSN:
0952-1976, doi: 10.1016/j.engappai.2008.04.005 |
PDF |
| IJ_6 |
2007 |
CECI M, MALERBA D (2007). Classifying Web Documents in a
Hierarchy of Categories: A Comprehensive Study. JOURNAL OF INTELLIGENT
INFORMATION SYSTEMS, vol. 28, p. 37-78, ISSN: 0925-9902, doi:
10.1007/s10844-006-0003-2 |
PDF |
| IJ_5 |
2007 |
CECI M, BERARDI M, MALERBA D (2007). Relational Data Mining and
ILP for Document Image Understanding. APPLIED ARTIFICIAL INTELLIGENCE, vol.
21, p. 317-342, ISSN: 0883-9514, doi: 10.1080/08839510701252551 |
PDF |
| IJ_4 |
2007 |
ALTAMURA O, BERARDI M, CECI M, MALERBA D, VARLARO A (2007).
Using color information to understand censorship cards of film archives.
INTERNATIONAL JOURNAL ON DOCUMENT ANALYSIS AND RECOGNITION, vol. 9, p.
281-297, ISSN: 1433-2833, doi: 10.1007/s10032-006-0021-1 |
PDF |
| IJ_3 |
2006 |
CECI M, APPICE A. (2006). Spatial associative classification:
propositional vs structural approach. JOURNAL OF INTELLIGENT INFORMATION
SYSTEMS, vol. 27, p. 191-213, ISSN: 0925-9902, doi: 10.1007/s10844-006-9950-x |
PDF |
| IJ_2 |
2004 |
MALERBA D, ESPOSITO F, CECI M, APPICE A (2004). Top-Down
Induction of Model Trees with Regression and Splitting Nodes. IEEE
TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, vol. 26, p.
612-625, ISSN: 0162-8828, doi: 10.1109/TPAMI.2004.1273937 |
PDF |
| IJ_1 |
2003 |
APPICE A., CECI M, LANZA A., LISI F.A., MALERBA D. (2003).
Discovery of Spatial Association Rules in Georeferenced Census Data: A
Relational Mining Approach. INTELLIGENT DATA ANALYSIS, vol. 7, p. 541-566,
ISSN: 1088-467X |
PDF |
| ID |
Year |
Journal abstracts |
Link |
| JA.2 |
2012 |
Pio G, Ceci M, D'Elia D, Loglisci C, Malerba D (2012). A novel
biclustering algorithm for the discovery of meaningful biological
correlations between miRNAs and mRNAs. EMBNET JOURNAL, vol. 18, p. 43-44,
ISSN: 2226-6089 |
PDF |
| JA.1 |
2012 |
Pio G, Ceci M, Loglisci C, Malerba D, D'Elia D (2012). The
integration of microRNA target data by biclustering techniques opens new
roads for signaling networks analysis. EMBNET JOURNAL, vol. 18, p. 142-144,
ISSN: 2226-6089 |
PDF |
| ID |
Year |
Book chapters |
Link |
| IBC.15 |
2014 |
Fumarola F, Pio G, Felle A E, Malerba D, Ceci M (2014). EDB:
Knowledge Technologies for Ancient Greek and Latin Epigraphy. In: 9th Italian
Research Conference on Digital Libraries, IRCDL 2013. COMMUNICATIONS IN
COMPUTER AND INFORMATION SCIENCE, vol. 385, p. 29-40, BERLIN
HEIDELBERG:Springer-Verlag, ISBN: 978-364254346-3, ISSN: 1865-0929, doi:
10.1007/978-3-642-54347-0_4 |
PDF |
| IBC.14 |
2013 |
LOGLISCI C, CECI M, MALERBA D (2013). Discovering Evolution
Chains in Dynamic Networks. In: (a cura di): Appice A, Ceci M, Loglisci C,
Manco G, Masciari E, Ras Z W, New Frontiers in Mining Complex Patterns First
International Workshop, NFMCP 2012, Held in Conjunction with ECML/PKDD 2012,
Bristol, UK, September 24, 2012, Rivesed Selected Papers. LECTURE NOTES IN
COMPUTER SCIENCE, vol. 7765, p. 185-199, BERLIN HEIDELBERG:Springer-Verlag,
ISBN: 978-3-642-37381-7, ISSN: 0302-9743, doi: 10.1007/978-3-642-37382-4_13 |
PDF |
| IBC.13 |
2013 |
CECI M, LOGLISCI C, MACCHIA L, MALERBA D, QUERCIA L (2013).
Document Image Understanding through Iterative Transductive Learning. In: (a
cura di): AGOSTI M, ESPOSITO F, FERILLI S, FERRO N, Digital Libraries and
Archives 8th Italian Research Conference, IRCDL 2012, Bari, Italy, February
9-10, 2012, Revised Selected Papers. COMMUNICATIONS IN COMPUTER AND
INFORMATION SCIENCE, vol. 354, p. 117-128, BERLIN HEIDELBERG:Springer-Verlag,
ISBN: 978-3-642-35833-3, ISSN: 1865-0929, doi: 10.1007/978-3-642-35834-0_13 |
PDF |
| IBC.12 |
2012 |
STOJANOVA D, DEBELJAK M, CECI M, APPICE A, MALERBA D, DŽEROSKI S
(2012). Dealing with spatial autocorrelation in gene flow modeling. In:
Ferenc Jordán, Sven Erik Jørgensen . Models of the Ecological Hierarchy.
DEVELOPMENTS IN ENVIRONMENTAL MODELLING, vol. 25, p. 35-50, Oxford:Elsevier,
ISBN: 9780444593962, ISSN: 0167-8892, doi: 10.1016/B978-0-444-59396-2.00003-1 |
PDF |
| IBC.11 |
2012 |
APPICE A, CECI M, MALERBA D, LANZA A (2012). Learning and
Transferring Geographically Weighted Regression Trees across Time. In: Martin
Atzmueller, Alvin Chin, Denis Helic, Andreas Hotho. Modeling and Mining
Ubiquitous Social Media. LECTURE NOTES IN COMPUTER SCIENCE, vol. 7472, p.
97-117, BERLIN:Springer, ISBN: 978-3-642-33683-6, ISSN: 0302-9743, doi:
10.1007/978-3-642-33684-3_6 |
PDF |
| IBC.10 |
2011 |
Loglisci C, Appice A, Ceci M, Malerba D, Esposito F (2011).
MBlab: Molecular Biodiversity Laboratory. In: Agosti M, Esposito F, Meghini
C, Orio N. Digital Libraries and Archives 7th Italian Research Conference,
IRCDL 2011. COMMUNICATIONS IN COMPUTER AND INFORMATION SCIENCE, vol. 249, p.
132-135, BERLIN HEIDELBERG:Springer-Verlag, ISBN: 978-3-642-27302-5, ISSN:
1865-0929, doi: 10.1007/978-3-642-27302-5_18 |
PDF |
| IBC.9 |
2011 |
CECI M, LOGLISCI C, SALVEMINI E, D'ELIA D, MALERBA D (2011).
Mining Spatial Association Rules for Composite Motif Discovery. In: BRUNI R..
Mathematical Approaches to Polymer Sequence Analysis and Related Problems. p.
87-109, NEW YORK:Springer, ISBN: 978-1-4419-6800-5, doi:
10.1007/978-1-4419-6800-5_5 |
PDF |
| IBC.8 |
2011 |
Ceci M, Loglisci C, Ferilli S, Malerba D (2011). Project
D.A.M.A.: Document acquisition, management and archiving. In: Agosti M,
Esposito F, Meghini C, Orio N. Digital Libraries and Archives 7th Italian
Research Conference, IRCDL 2011. COMMUNICATIONS IN COMPUTER AND INFORMATION
SCIENCE, vol. 249, p. 115-118, BERLIN HEIDELBERG:Springer-Verlag, ISBN:
978-364227301-8, ISSN: 1865-0929, doi: 10.1007/978-3-642-27302-5_13 |
PDF |
| IBC.7 |
2011 |
Ceci M, Loglisci C, Malerba D (2011). Transductive learning of
logical structures from document images. In: Biba M, Xhafa F. Learning
Structure and Schemas from Documents. STUDIES IN COMPUTATIONAL INTELLIGENCE,
vol. 375, p. 121-142, BERLIN HEIDELBERG:Springer-Verlag, ISBN:
978-364222912-1, ISSN: 1860-949X, doi: 10.1007/978-3-642-22913-8_6 |
PDF |
| IBC.6 |
2010 |
CECI M, APPICE A, MALERBA D (2010). Transductive Learning for
Spatial Data Classification. In: JACEK KORONACKI, ZBIGNIEW W. RAS, SLAWOMIR
T. WIERZCHON, JANUSZ KACPRZYK. Advances in Machine Learning I: Dedicated to
the Memory of Professor Ryszard S. Michalski. vol. 262, p. 189-207, BERLIN,
HEIDELBERG:Springer, ISBN: 978-3-642-05176-0, doi: 10.1007/978-3-642-05177-7 |
PDF |
| IBC.5 |
2008 |
MALERBA D, CECI M (2008). Learning to Order: A Relational
Approach. In: RAS Z. W., TSUMOTO S., ZIGHED D. A.. Mining Complex Data, MCD
2007. LECTURE NOTES IN COMPUTER SCIENCE, vol. 4944, p. 209-223,
BERLINO:Springer Verlag, ISBN: 978-3-540-68415-2, ISSN: 0302-9743, doi:
10.1007/978-3-540-68416-9 |
PDF |
| IBC.4 |
2008 |
MALERBA D, CECI M, BERARDI M (2008). Machine Learning for
Reading Order Detection in Document Image Understanding. In: MARINAI S.,
FUJISAWA H.. Machine Learning in Document Analysis and Recognition. Studies
in Computational Intelligence. STUDIES IN COMPUTATIONAL INTELLIGENCE, vol.
90, p. 45-69, BERLINO:Springer Verlag, ISBN: 978-3-540-76279-9, ISSN:
1860-949X, doi: 10.1007/978-3-540-76280-5 |
PDF |
| IBC.3 |
2007 |
MALERBA D, BERARDI M, CECI M (2007). Discovering Spatio-Textual
Association Rules in Document Images. In: PONCELET P., MASSEGLIA F.,
MAGUELONNE T.. Data Mining Patterns: New Methods and Applications. p.
178-199, HERSHEY PA:IGI Global, ISBN: 978-1-59904-162-9, doi:
10.4018/978-1-59904-162-9.ch008 |
PDF |
| IBC.2 |
2004 |
MALERBA D., A. APPICE, CECI M (2004). A Data Mining Query
Language for Knowledge Discovery in a Geographical Information System. In: R.
MEO, P. LANZI, M. KLEMETTINEN. Database Support for Data Mining Applications.
LECTURE NOTES IN COMPUTER SCIENCE, vol. 2682, p. 95-116, BERLIN:Springer,
ISBN: 3-540-22479-3, ISSN: 0302-9743, doi: 10.1007/978-3-540-44497-8_5 |
PDF |
| IBC.1 |
2002 |
MALERBA D., ESPOSITO F., CECI M (2002). Mining HTML pages to
support document sharing in a Cooperative System. In: UNLAND R., CHAUDRI A.,
CHABANE D., LINDNER W.. XML-Based Data Management and Multimedia Engineering
- EDBT 2002 Workshops. LECTURE NOTES IN COMPUTER SCIENCE, vol. 2490, p.
420-434, BERLIN:Springer, ISBN: 3-540-00130-1, ISSN: 0302-9743, doi:
10.1007/3-540-36128-6_25 |
PDF |
| ID |
Year |
International Collections and International Conferences |
Link |
| IC.68 |
2014 |
Ceci m, Corizzo R, Fumarola F, Ianni M, Malerba D, Maria G,
Masciari E, Oliverio M, Rashkovska A (2015). Big Data Techniques For
Supporting Accurate Predictions of Energy Production From Renewable Sources.
In: (a cura di): Desai B C, Toyama M, Proceedings of the 19th International
Database Engineering & Applications Symposium, Yokohama, Japan, July
13-15, 2015. p. 62-71, New York:ACM, Yokohama, Japan, 13-15/07/2015, doi:
10.1145/2790755.2790762 |
PDF |
| IC.67 |
2014 |
Lanotte P F, Fumarola F, Ceci M, Scarpino A, Torelli M D,
Malerba D (2014). Automatic extraction of logical web lists. In: 21st
International Symposium on Methodologies for Intelligent Systems, ISMIS 2014.
LECTURE NOTES IN COMPUTER SCIENCE, vol. 8502, p. 365-374, BERLIN
HEIDELBERG:Springer-Verlag, ISBN: 978-331908325-4, ISSN: 0302-9743, Roskilde;
Denmark, 25 June 2014 through 27 June 2014, doi: 10.1007/978-3-319-08326-1_37 |
PDF |
| IC.66 |
2014 |
Ceci M, Lanotte P F, Fumarola F, Cavallo D P, Malerba D (2014).
Completion Time and Next Activity Prediction of Processes Using Sequential
Pattern Mining. In: (a cura di): Dzeroski S, Panov P, Kocev D, Todorovski L,
Discovery Science - 17th International Conference, {DS} 2014. LECTURE NOTES
IN COMPUTER SCIENCE, vol. 8777, p. 49-61, BERLIN:Springer, ISBN:
978-3-319-11811-6, ISSN: 1611-3349, Bled, Slovenia, October 8-10, 2014, doi:
10.1007/978-3-319-11812-3 |
PDF |
| IC.65 |
2014 |
Ceci M, Cassavia N, Corizzo R, Dicosta P, Malerba D, Maria G,
Masciari E, Pastura C (2014). Innovative power operating center management
exploiting big data techniques.. In: (a cura di): Desai B C, de Almeida A M,
Bernardino J, Ferreira Gomes E, 18th International Database Engineering &
Applications Symposium, IDEAS 2014. New York, NY (USA):ACM Press, ISBN:
978-1-4503-2627-8, Porto, Portugal, July 7-9, 2014, doi:
10.1145/2628194.2628231 |
PDF |
| IC.64 |
2014 |
Pio G, Lanotte P F, Ceci M, Malerba D (2014). Mining temporal
evolution of entities in a stream of textual documents. In: 21st
International Symposium on Methodologies for Intelligent Systems, ISMIS
2014;. LECTURE NOTES IN COMPUTER SCIENCE, vol. 8502, p. 50-60, BERLIN
HEIDELBERG:Springer-Verlag, ISBN: 978-331908325-4, ISSN: 1611-3349, Roskilde;
Denmark, 25 June 2014 through 27 June 2014, doi: 10.1007/978-3-319-08326-1_6 |
PDF |
| IC.63 |
2014 |
Pio G, Ceci M, D'Elia D, Malerba D (2014). Network
Reconstruction for the Identification of miRNA: mRNA Interaction Networks.
In: (a cura di): Calders T, Esposito F, Hullermeier E, Meo R, Machine
Learning and Knowledge Discovery in Databases - European Conference, ECML
PKDD 2014, Nancy, France, September 15-19, 2014. Proceedings, Part {III}.
LECTURE NOTES IN COMPUTER SCIENCE, vol. 8726, BERLIN:Springer-Verlag GmbH,
ISBN: 978-3-662-44844-1, ISSN: 1611-3349, Nancy, France, September 2014, doi:
10.1007/978-3-662-44845-8 |
PDF |
| IC.62 |
2013 |
Stojanova D, Ceci M, Malerba D, Dzeroski S (2013). Learning
Hierarchical Multi-label Classification Trees from Network Data. In: (a cura
di): Furnkranz J, Hullermeier E, Higuchi T, Discovery Science. LECTURE NOTES
IN COMPUTER SCIENCE, vol. 8140, p. 233-248, BERLIN
HEIDELBERG:Springer-Verlag, ISSN: 0302-9743 |
PDF |
| IC.61 |
2012 |
PIO G, CECI M, LOGLISCI C, D'ELIA D, MALERBA D (2012).
Hierarchical and Overlapping Co-Clustering of mRNA:miRNA Interactions . In:
Luc De Raedt, Christian Bessiere, Didier Dubois, Patrick Doherty, Paolo
Frasconi, Fredrik Heintz, Peter Lucas . ECAI 2012 - 20th European Conference
on Artificial Intelligence. FRONTIERS IN ARTIFICIAL INTELLIGENCE AND
APPLICATIONS, vol. 242, p. 654-659, Amsterdam:IOS Press, ISBN:
978-1-61499-097-0, ISSN: 0922-6389, Montpellier, 27-31 August 2012, doi:
10.3233/978-1-61499-098-7-654 |
PDF |
| IC.60 |
2012 |
Macchia L, Ceci M, Malerba D (2012). Learning to rank from
concept-drifting network data streams. In: Stephen W L, Schewe K-D, Tjoa A M,
Zhou X. Database and Expert Systems Applications. LECTURE NOTES IN COMPUTER
SCIENCE, vol. 7446, p. 384-396, BERLIN HEIDELBERG:Springer-Verlag, ISBN:
978-364232599-1, ISSN: 0302-9743, Vienna, Austria, 3-7 September, 2012, doi:
10.1007/978-3-642-32600-4_28 |
PDF |
| IC.59 |
2012 |
Macchia L, Ceci M, Malerba D (2012). Mining ranking models from
dynamic network data. In: Perner P. Machine Learning and Data Mining in
Pattern Recognition. LECTURE NOTES IN COMPUTER SCIENCE, vol. 7376, p.
566-577, BERLIN HEIDELBERG:Springer-Verlag, ISBN: 978-364231536-7, ISSN:
0302-9743, Berlin, Germany, 16-20 July 2012, doi:
10.1007/978-3-642-31537-4_44 |
PDF |
| IC.58 |
2012 |
Ceci M, Fumarola F, Guzzi P H, Mandreoli F, Martoglia R,
Masciari E, Mecella M, Penzo W (2012). Toward a semantic framework for the
querying, mining and visualization of cancer microenvironment data. In: Böhm
C, Khuri S, Lhotská L, Renda M E. Information Technology in Bio- and Medical
Informatics Third International Conference, ITBAM 2012. LECTURE NOTES IN
COMPUTER SCIENCE, vol. 7451, p. 109-123, BERLIN HEIDELBERG:Springer-Verlag,
ISBN: 978-364232394-2, ISSN: 0302-9743, Vienna, Austria, September 4-5, 2012,
doi: 10.1007/978-3-642-32395-9_9 |
PDF |
| IC.57 |
2012 |
Ceci M, Appice A, Viktor H L, Malerba D, Paquet E, Guo H (2012).
Transductive relational classification in the co-training paradigm. In:
Perner P. Machine Learning and Data Mining in Pattern Recognition . LECTURE
NOTES IN COMPUTER SCIENCE, vol. 7376, p. 11-25, BERLINO:Springer Berlin /
Heidelberg, ISBN: 978-364231536-7, ISSN: 0302-9743, Berlin, Germany, July,
16th - 20th, 2012, doi: 10.1007/978-3-642-31537-4_2 |
PDF |
| IC.56 |
2011 |
LOGLISCI C, CECI M, MALERBA D (2011). A Temporal Data Mining
Framework for Analyzing Longitudinal Data. In: HAMEURLAIN A., LIDDLE S W.,
SCHEWE K.-D., ZHOU X.. Database and Expert Systems Applications - 22nd
International Conference, DEXA 2011. Lecture Notes in Computer Science.
LECTURE NOTES IN COMPUTER SCIENCE, vol. 6861, p. 97-106, BERLIN
HEIDELBERG:Springer-Verlag, ISBN: 978-3-642-23090-5, ISSN: 0302-9743,
Toulouse, France, August 29 - September 2, 2011, doi:
10.1007/978-3-642-23091-2_9 |
PDF |
| IC.55 |
2011 |
LOGLISCI C, CECI M (2011). Discovering Temporal Bisociations for
Linking Concepts over Time. In: GUNOPULOS D., HOFMANN T., MALERBA D.,
VAZIRGIANNIS M.. Machine Learning and Knowledge Discovery in Databases -
European Conference, ECML PKDD 2011. Lecture Notes in Computer Science. vol.
6912, p. 358-373, Springer, ISBN: 978-3-642-23782-9, Athens, 5 September 2011
- 9 September 2011, doi: 10.1007/978-3-642-23783-6_23 |
PDF |
| IC.54 |
2011 |
LOGLISCI C, CECI M, APPICE A, MALERBA D (2011). Discovering
process models through relational disjunctive patterns mining. In:
Proceedings of the IEEE Symposium on Computational Intelligence and Data
Mining (CIDM 2011). p. 200-207, Piscataway (NJ):IEEE, ISBN:
978-1-4244-9925-0, Paris, France, April 11-15, 2011, doi:
10.1109/CIDM.2011.5949299 |
PDF |
| IC.53 |
2011 |
Stojanova D, Ceci M, Appice A, Malerba D, Džeroski S (2011).
Global and local spatial autocorrelation in predictive clustering trees. In:
Elomaa T, Hollmén J and Mannila H. Discovery Science 14th International
Conference, DS 2011. LECTURE NOTES IN COMPUTER SCIENCE, vol. 6926, p.
307-322, BERLIN HEIDELBERG:Springer-Verlag, ISBN: 978-364224476-6, ISSN:
0302-9743, Espoo, Finland, October 5-7, 2011, doi:
10.1007/978-3-642-24477-3_25 |
PDF |
| IC.52 |
2011 |
STOJANOVA D, CECI M, APPICE A, DZEROSKI S (2011). Network
Regression with Predictive Clustering Trees. In: GUNOPULOS D., HOFMANN T.,
MALERBA D., VAZIRGIANNIS M.. Machine Learning and Knowledge Discovery in
Databases - European Conference, ECML PKDD 2011. Lecture Notes in Computer
Science. LECTURE NOTES IN COMPUTER SCIENCE, vol. 6913, p. 333-348, BERLIN
HEIDELBERG:Springer-Verlag, ISBN: 978-3-642-23807-9, ISSN: 0302-9743, Athens,
5 September 2011 - 9 September 2011, doi: 10.1007/978-3-642-23808-6_22 |
PDF |
| IC.51 |
2011 |
CECI M, CUZZOCREA A, MALERBA D (2011). OLAP over Continuous
Domains via Density-Based Hierarchical Clustering. In: A. KNIG, A. DENGEL, K.
HINKELMANN, K. KISE, R.J. HOWLETT, L.C. JAIN. Knowlege-Based and Intelligent
Information and Engineering Systems, 15th International Conference, KES 2011.
LECTURE NOTES IN COMPUTER SCIENCE, vol. 6882, p. 559-570, BERLIN
HEIDELBERG:Springer-Verlag, ISBN: 978-364223862-8, ISSN: 0302-9743,
Kaiserslautern, Germany, September 12-14, 2011, doi:
10.1007/978-3-642-23863-5_57 |
PDF |
| IC.50 |
2011 |
MALERBA D, CECI M, APPICE A (2011). Relational Mining in Spatial
Domains: Accomplishments and Challenges. In: KRYSZKIEWICZ M., RYBINSKI H.,
SKOWRON A., RAS Z. W.. Foundations of Intelligent Systems - 19th
International Symposium, ISMIS 2011. . LECTURE NOTES IN COMPUTER SCIENCE,
vol. 6804, p. 16-24, BERLIN:Springer, ISBN: 978-364221915-3, ISSN: 0302-9743,
Warsaw, Poland, June 28-30, 2011, doi: 10.1007/978-3-642-21916-0_2 |
PDF |
| IC.49 |
2010 |
LOGLISCI C, CECI M, MALERBA D (2010). A Relational Approach for
Discovering Frequent Patterns with Disjunctions. In: TORBEN BACH PEDERSEN AND
MUKESH K. MOHANIA AND A MIN TJOA. Data Warehousing and Knowledge Discovery,
12th International Conference, DAWAK 2010. LECTURE NOTES IN COMPUTER SCIENCE,
vol. 6263, p. 263-274, BERLIN:Springer, ISBN: 978-364215104-0, ISSN:
0302-9743, Bilbao, Spain, August/September 2010, doi:
10.1007/978-3-642-15105-7_21 |
PDF |
| IC.48 |
2010 |
CECI M, APPICE A, LOGLISCI C, MALERBA D (2010). Complex objects
ranking: a relational data mining approach. In: Proceedings of the 2010 ACM
Symposium on Applied Computing. p. 1071-1077, New York:ACM, ISBN:
978-160558638-0, Sierre, Switzerland, 22-26 March, 2010, doi:
10.1145/1774088.1774311 |
PDF |
| IC.47 |
2010 |
APPICE A, CECI M, LOGLISCI C (2010). Discovering Informative
Syntactic Relationships between Named Entities in Biomedical Literature. In:
The Second International Conference on Advances in Databases, Knowledge, and
Data Applications, DBKDA 2010. p. 120-125, NEW YORK:IEEE Computer Society,
ISBN: 978-076953981-2, Menuires, France, 11-16 April 2010, doi:
10.1109/DBKDA.2010.14 |
PDF |
| IC.46 |
2010 |
LOGLISCI C, CECI M, MALERBA D (2010). Mining Physiological Data
for Discovering Temporal Patterns on Disease Stages. In: HELDER COELHO, RUDI
STUDER, MICHAEL WOOLDRIDGE. ECAI 2010 - 19th European Conference on
Artificial Intelligence. FRONTIERS IN ARTIFICIAL INTELLIGENCE AND
APPLICATIONS, vol. 215, p. 1117-1118, Amsterdam:IOS Press, ISBN:
978-160750605-8, ISSN: 0922-6389, Lisbona, Portogallo, 16-20 Agosto 2010,
doi: 10.3233/978-1-60750-606-5-1107 |
PDF |
| IC.45 |
2010 |
CECI M, APPICE A, MALERBA D (2010). Time-Slice Density
Estimation for Semantic-Based Tourist Destination Suggestion. In: HELDER
COELHO, RUDI STUDER, MICHAEL WOOLDRIDGE. ECAI 2010 - 19th European Conference
on Artificial Intelligence. FRONTIERS IN ARTIFICIAL INTELLIGENCE AND
APPLICATIONS, vol. 215, p. 1107-1108, IOS Press, ISBN: 978-160750605-8, ISSN:
0922-6389, Lisbona, Portogallo, 16-20 Agosto 2010, doi:
10.3233/978-1-60750-606-5-1107 |
PDF |
| IC.44 |
2010 |
CECI M (2010). Transductive Learning from Textual Data with
Relevant Example Selection. In: PABLO GARCIA BRINGAS AND ABDELKADER
HAMEURLAIN AND GERALD QUIRCHMAYR. Database and Expert Systems Applications,
21th International Conference, DEXA 2010. LECTURE NOTES IN COMPUTER SCIENCE,
vol. 6262, p. 470-484, BERLIN:Springer, ISBN: 978-364215250-4, ISSN:
0302-9743, Bilbao (Spain), 30 August 2010 - 3 September 2010, doi:
10.1007/978-3-642-15251-1_37 |
PDF |
| IC.43 |
2010 |
APPICE A, CECI M, MALERBA D (2010). Transductive learning for
spatial regression with co-training. In: Helder Coelho, Rudi Studer, Michael
Wooldridge. SAC '10: Proceedings of the 2010 ACM Symposium on Applied
Computing. p. 1065-1070, New York:ACM, ISBN: 978-1-60558-639-7, Sierre,
Switzerland, 22-26 March, 2010, doi: 10.1145/1774088.1774310 |
PDF |
| IC.42 |
2009 |
C. LOGLISCI, CECI M, D. MALERBA (2009). A Knowledge-Based
Framework for Information Extraction from Clinical Practice Guidelines. In:
JAN RAUCH, ZBIGNIEW W. RAS, PETR BERKA, TAPIO ELOMAA. Foundations of
Intelligent Systems, 18th International Symposium, ISMIS 2009. LECTURE NOTES
IN COMPUTER SCIENCE, vol. 5722, p. 119-128, BERLIN:Springer, ISBN:
978-3-642-04124-2, ISSN: 0302-9743, Prague, Czech Republic, September 14-17,
2009, doi: 10.1007/978-3-642-04125-9_15 |
PDF |
| IC.41 |
2009 |
A. APPICE, CECI M, D. MALERBA (2009). An Iterative Learning
Algorithm for Within-Network Regression in the Transductive Setting. In: JOAO
GAMA, VICTOR SANTOS COSTA, ALPIO MRIO JORGE, PAVEL BRAZDIL. Discovery
Science, 12th International Conference, DS 2009. LECTURE NOTES IN COMPUTER
SCIENCE, vol. 5808, p. 36-50, BERLIN:Springer, ISBN: 978-3-642-04746-6, ISSN:
0302-9743, Porto, Portugal, October 3-5, 2009, doi:
10.1007/978-3-642-04747-3_6 |
PDF |
| IC.40 |
2009 |
CECI M, A. APPICE, C. LOGLISCI, C. CARUSO, F. FUMAROLA, D.
MALERBA (2009). Novelty Detection from Evolving Complex Data Streams with
Time Windows. In: JAN RAUCH, ZBIGNIEW W. RAS, PETR BERKA, TAPIO ELOMAA.
Foundations of Intelligent Systems, 18th International Symposium, ISMIS 2009.
LECTURE NOTES IN COMPUTER SCIENCE, vol. 5722, p. 563-572, BERLIN:Springer,
ISBN: 978-3-642-04124-2, ISSN: 0302-9743, Prague, Czech Republic, September
14-17, 2009, doi: 10.1007/978-3-642-04125-9_59 |
PDF |
| IC.39 |
2009 |
CECI M, A. APPICE, C. LOGLISCI, C. CARUSO, F. FUMAROLA, C.
VALENTE, D. MALERBA (2009). Relational Frequent Patterns Mining for Novelty
Detection from Data Streams. In: P. PERNER. Machine Learning and Data Mining
in Pattern Recognition, 6th International Conference. LECTURE NOTES IN
COMPUTER SCIENCE, vol. 5632, p. 427-439, BERLIN:Springer, ISBN:
978-3-642-03069-7, ISSN: 0302-9743, Leipzig, Germany, July 23-25, 2009, doi:
10.1007/978-3-642-03070-3_32 |
PDF |
| IC.38 |
2008 |
TURI A, APPICE A, CECI M, MALERBA D (2008). A Grid-Based
Multi-relational Approach to Process Mining. In: BHOWMICK S.S., KUNG J.,
WAGNER R.. Database and Expert Systems Applications, DEXA 2008. LECTURE NOTES
IN COMPUTER SCIENCE, vol. 5181, p. 701-709, BERLINO:Springer Verlag, ISBN:
978-3-540-85653-5, ISSN: 0302-9743, Turin, Italy, September 1-5, 2008, doi:
10.1007/978-3-540-85654-2_61 |
PDF |
| IC.37 |
2008 |
CECI M, APPICE A. CARUSO C, MALERBA D (2008). Discovering
Emerging Patterns for Anomaly Detection in Network Connection Data. In: AN
A.,MATWIN S.,RAS Z.W., SLEZAK D.. Foundations of Intelligent Systems, ISMIS
2008. LECTURE NOTES IN COMPUTER SCIENCE, vol. 4994, p. 179-188,
BERLINO:Springer Verlag, ISBN: 978-3-540-68122-9, ISSN: 0302-9743, Toronto,
Canada, May 20-23, 2008, doi: 10.1007/978-3-540-68123-6_20 |
PDF |
| IC.36 |
2008 |
CECI M, APPICE A, MALERBA D (2008). Emerging Pattern Based
Classification in Relational Data Mining. In: BHOWMICK S.S., KUNG J., WAGNER
R.. Database and Expert Systems Applications, DEXA 2008. LECTURE NOTES IN
COMPUTER SCIENCE, vol. 5181, p. 283-296, BERLINO:Springer Verlag, ISBN:
978-3-540-85653-5, ISSN: 0302-9743, Turin, Italy, September 1-5, 2008, doi:
10.1007/978-3-540-85654-2_28 |
PDF |
| IC.35 |
2008 |
CECI M (2008). Hierarchical Text Categorization in a
Transductive Setting. In: IEEE International Conference on Data Mining
Workshops. p. 184-191, Los Alamitos, CA:IEEE Computer Society, ISBN:
978-0-7695-3503-6, Pisa, Italy, 15th-19th December 2008, doi:
10.1109/ICDMW.2008.126 |
PDF |
| IC.34 |
2008 |
APPICE A, CECI M, MALERBA D, SAPONARA S (2008). Stepwise
Induction of Logistic Model Trees. In: AN A., MATWIN S., RAS Z. W., SLEZAK
D.. Foundations of Intelligent Systems, ISMIS 2008. LECTURE NOTES IN COMPUTER
SCIENCE, vol. 4994, p. 68-77, BERLINO:Springer Verlag, ISBN:
978-3-540-68122-9, ISSN: 0302-9743, Toronto, Canada, May 20-23, 2008, doi:
10.1007/978-3-540-68123-6_7 |
PDF |
| IC.33 |
2008 |
APPICE A, CECI M, MALERBA D (2008). Top-Down Induction of
Relational Model Trees in Multi-instance Learning. In: ZELEZNY F., LAVRAC N..
Inductive Logic Programming, ILP 2008. LECTURE NOTES IN COMPUTER SCIENCE,
vol. 5194, p. 24-41, BERLINO:Springer Verlag, ISBN: 978-3-540-85927-7, ISSN:
0302-9743, Prague, Czech Republic,, September 10-12, 2008, doi:
10.1007/978-3-540-85928-4 |
PDF |
| IC.32 |
2007 |
CECI M, BERARDI M, PORCELLI G.A, AND MALERBA D (2007). A Data
Mining approach to Reading Order Detection. In: 9th International Conference
on Document Analysis and Recognition (ICDAR 2007). vol. 2, p. 924-928, NEW
YORK:IEEE Computer Society, ISBN: 0-7695-2822-8, Curitiba, Brazil, 23-26
September 2007, doi: 10.1109/ICDAR.2007.4377050 |
PDF |
| IC.31 |
2007 |
CECI M, APPICE A, MALERBA D (2007). Discovering Emerging
Patterns in Spatial Databases: A Multi-relational Approach. In: KOK J.N.,
KORONACKI J., LOPEZ DE MANTARAS R., MATWIN S., MLADENIC D., SKOWRON A.
Knowledge Discovery in Databases: PKDD 2007. LECTURE NOTES IN COMPUTER
SCIENCE, vol. 4702, p. 390-397, BERLINO:Springer Verlag, ISBN:
978-3-540-74975-2, ISSN: 0302-9743, Warsaw, Poland, September 17-21, 2007,
doi: 10.1007/978-3-540-74976-9_38 |
PDF |
| IC.30 |
2007 |
APPICE A, CECI M, MALGIERI C, MALERBA D (2007). Discovering
Relational Emerging Patterns. In: BASILI R., PAZIENZA M.T.. AI*IA 2007:
Artificial Intelligence and Human-Oriented Computing. LECTURE NOTES IN
COMPUTER SCIENCE, vol. 4733, p. 206-217, BERLINO:Springer Verlag, ISBN:
978-3-540-74781-9, ISSN: 0302-9743, Rome, Italy, September 10-13, 2007, doi:
10.1007/978-3-540-74782-6_19 |
PDF |
| IC.29 |
2007 |
APPICE A, BARILE N, CECI M, MALERBA D, SINGH R.P (2007). Mining
Geo-Spatial Data in a Transductive Setting. In: A. ZANASI, C.A. BREBBIA,
N.F.F. EBECKEN. Data Mining VIII: data, text and web mining and their
business applications. WIT TRANSACTIONS ON INFORMATION AND COMMUNICATION
TECHNOLOGIES, p. 141-149, SOUTHAMPTON:WIT Press, ISBN: 978-1-84564-081-1,
ISSN: 1743-3517, New Forest, UK, 18 - 20 June 2007, doi: 10.2495/DATA070141 |
PDF |
| IC.28 |
2007 |
CECI M, APPICE A, BARILE N, MALERBA D (2007). Transductive
Learning from Relational Data. In: PERNER P.. Machine Learning and Data
Mining in Pattern Recognition, 5th International Conference, MLDM 2007.
LECTURE NOTES IN COMPUTER SCIENCE, vol. 4571, p. 324-338, BERLIN
HEIDELBERG:Springer-Verlag, ISBN: 978-3-540-73498-7, ISSN: 0302-9743,
Leipzig, Germany, July 18-20, 2007, doi: 10.1007/978-3-540-73499-4_25 |
PDF |
| IC.27 |
2006 |
A. APPICE, CECI M (2006). Mining Tolerance Regions with Model
Trees. In: ESPOSITO F., RAS Z.W., MALERBA D., SEMERARO G.. Methodologies For
Intelligent Systems, ISMIS 2006. LECTURE NOTES IN COMPUTER SCIENCE, vol.
4203, p. 560-569, BERLIN:Springer, ISBN: 978-3-540-45764-0, ISSN: 0302-9743,
Bari, September 27-29, 2006, doi: 10.1007/11875604_63 |
PDF |
| IC.26 |
2006 |
CECI M, APPICE A, MALERBA D, BARILE N (2006). TRANS-SC: a
Transductive Structural Classifier. In: 6th International Conference on
Inductive Logic Programming, ILP 2006. p. 40-45, CORUNA:UDC Press Service,
ISBN: 84-9749-206-4, SANTIAGO DE COMPOSTELA: University of Corunna (SPAIN) |
PDF |
| IC.25 |
2005 |
BERARDI M, CECI M, MALERBA D (2005). A Hybrid Strategy for
Knowledge Extraction from Biomedical Documents. In: S. Marinai, H. Fujisawa.
Neural Networks and Learning in Document Analysis and Recognition. p. 18-22,
Seoul, Korea, 29th August 2005 |
PDF |
| IC.24 |
2005 |
BERARDI M, ALTAMURA O, CECI M, MALERBA D (2005). A color-based
layout analysis to process censorship cards of film archives. In: 8th
International Conference on Document Analysis and Recognition ICDAR 2005. p.
1110-1114, Los Alamitos, CA:IEEE Computer Society, ISBN: 0-7695-2420-6,
Seoul, Korea, 29 August - 1 September 2005, doi: 10.1109/ICDAR.2005.2 |
PDF |
| IC.23 |
2005 |
MALERBA D, CECI M, APPICE A (2005). Mining Model Trees from
Spatial Data. In: A. JORGE, L. TORGO, P. BRAZDIL, R. CAMACHO, J. GAMA.
Knowledge Discovery in Databases: PKDD 2005. LECTURE NOTES IN COMPUTER
SCIENCE, vol. 3721, p. 169-180, BERLINO:Springer Verlag, ISBN: 3-540-29244-6,
ISSN: 0302-9743, Porto, Portugal, October 2005, doi: 10.1007/11564126_20 |
PDF |
| IC.22 |
2005 |
APPICE A, CECI M, MALERBA D (2005). Mining Relational
Association Rules for Propositional Classification. In: S. BANDINI, S.
MANZONI. AI*IA 2005: Advances in Artificial Intelligence. LECTURE NOTES IN
COMPUTER SCIENCE, vol. 3673, p. 522-534, BERLINO:Springer Verlag, ISBN:
3-540-29041-9, ISSN: 0302-9743, Milan, Italy, September 21-23, 2005, doi:
10.1007/11558590_53 |
PDF |
| IC.21 |
2005 |
APPICE A, BERARDI M, CECI M, MALERBA D (2005). Mining and
filtering multi-level spatial association rules with ARES. In: M.-S. HACID,
N.V. MURRAY, Z.W. RAS, S. TSUMOTO. Foundations of Intelligent Systems, 15th
International Symposium, ISMIS'2005. LECTURE NOTES IN COMPUTER SCIENCE, vol.
3488, p. 342-353, BERLINO:Springer Verlag, ISBN: 3-540-25878-7, ISSN:
0302-9743, Saratoga Springs, NY, USA, May 25-28, 2005, doi:
10.1007/11425274_36 |
PDF |
| IC.20 |
2005 |
CECI M, BERARDI M, MALERBA D (2005). Relational Learning
techniques for Document Image Understanding: Comparing Statistical and
Logical approaches. In: 8th International Conference on Document Analysis and
Recognition ICDAR 2005. p. 473-477, Los Alamitos, CA:IEEE Computer Society,
ISBN: 0-7695-2420-6, Seoul, Korea, 29 August - 1 September 2005, doi:
10.1109/ICDAR.2005.201 |
PDF |
| IC.19 |
2005 |
CECI M, BERARDI M, MALERBA D (2005). Relational Learning:
Statistical approach versus logical approach in Document Image Understanding.
In: S. BANDINI, S. MANZONI. AI*IA 2005: Advances in Artificial Intelligence.
LECTURE NOTES IN COMPUTER SCIENCE, vol. 3673, p. 418-429, BERLINO:Springer
Verlag, ISBN: 3-540-29041-9, ISSN: 0302-9743, Milan, Italy, September 21-23,
2005, doi: 10.1007/11558590_42 |
PDF |
| IC.18 |
2004 |
ESPOSITO F, MALERBA D, SEMERARO G, FERILLI S, ALTAMURA O, BASILE
T M A, BERARDI M, CECI M, DI MAURO N (2004). Machine learning methods for
automatically processing historical documents: from paper acquisition to XML
transformation. In: Proceedings - First International Workshop on Document
Image Analysis for Libraries - DIAL 2004. p. 328-335, Los Alamitos CA:IEEE
Computer Society, Los Alamitos CA (USA), ISBN: 0-7695-2088-X, Palo Alto, CA,
USA, 23-24 January 2004, doi: 10.1109/DIAL.2004.1263262 |
PDF |
| IC.17 |
2004 |
APPICE A., CECI M, RAWLES S., FLACH P. (2004). Redundant Feature
Elimination for Multi-Class Problems. In: Greiner R., Schuurmans D..
Twenty-First International Conference on Machine Learning, ICML 2004. p.
33-40, New York:ACM, ISBN: 1-58113-838-5, Banff, Canada, 4 July 2004- 8 July
2004, doi: 10.1145/1015330.1015397 |
PDF |
| IC.16 |
2004 |
CECI M, APPICE A., MALERBA D. (2004). Spatial Associative
Classification at Different Levels of Granularity: A Probabilistic Approach.
In: J.-F. BOULICAUT, F. ESPOSITO, F. GIANNOTTI, D. PEDRESCHI. 8th European
Conference on Principles and Practice of Knowledge Discovery in Databases
PKDD 2004. LECTURE NOTES IN COMPUTER SCIENCE, vol. 3202, p. 99-111,
BERLIN:Springer, ISBN: 3-540-23108-0, ISSN: 0302-9743, Pisa, Italy, September
20-24, 2004, doi: 10.1007/978-3-540-30116-5_12 |
PDF |
| IC.15 |
2003 |
CECI M, ESPOSITO F., LAPI M., MALERBA D. (2003). Automated
Classification of Web Documents into a Hierarchy of Categories. In: KLOPOTEK
M.A., WIERZCHON S.T., TROJANOWSKI K.. Intelligent Information Processing and
Web Mining. ADVANCES IN SOFT COMPUTING, p. 59-68, BERLIN:Springer, ISBN:
3-540-00843-8, ISSN: 1615-3871, Zakopane, Poland, June 2-5, 2003 |
PDF |
| IC.14 |
2003 |
CECI M, APPICE A., MALERBA D. (2003). Comparing Simplification
Methods for Model Trees with Regression and Splitting Nodes. In: ZONG N., RAS
Z.W., TSUMOTO S., SUZUKI E.. Foundations of Intelligent Systems, 14th
International Symposium, ISMIS'2003. LECTURE NOTES IN COMPUTER SCIENCE, vol.
2871, p. 49-56, BERLIN:Springer, ISBN: 3-540-20256-0, ISSN: 0302-9743,
Maebashi City, Japan, October 28-31, 2003, doi: 10.1007/978-3-540-39592-8_8 |
PDF |
| IC.13 |
2003 |
MALERBA D., ESPOSITO F., ALTAMURA O., CECI M, BERARDI M. (2003).
Correcting the Document Layout: A Machine Learning Approach. In: 7th
International Conference on Document Analysis and Recognition (ICDAR 2003).
p. 97-102, Los Alamitos, CA (USA):IEEE Computer Society Press, Los Alamitos,
CA (USA)., ISBN: 0-7695-1960-1, doi: 10.1109/ICDAR.2003.1227635 |
PDF |
| IC.12 |
2003 |
FROMMHOLZ I., BROCKS H., THIEL U., NEUHOLD E., IANNONE L.,
SEMERARO G., BERARDI M., CECI M (2003). Document-Centered Collaboration for
Scholars in the Humanities - The COLLATE System. In: T. KOCH AND I.T. SLVBERG
EDS.. Research and Advanced Technology for Digital Libraries. LECTURE NOTES
IN COMPUTER SCIENCE, vol. 2769, p. 434-445, BERLIN
HEIDELBERG:Springer-Verlag, ISBN: 978-3-540-40726-3, ISSN: 0302-9743,
Trondheim, Norvegia, doi: 10.1007/978-3-540-45175-4_40 |
PDF |
| IC.11 |
2003 |
CECI M, MALERBA D. (2003). Hierarchical Classification of HTML
Documents with WebclassII. In: SEBASTIANI F.. Advances in Information
Retrieval. Proceedings. LECTURE NOTES IN COMPUTER SCIENCE, vol. 2633, p.
57-72, BERLIN:Springer, ISBN: 978-3-540-01274-0, ISSN: 0302-9743, Pisa, IT,
2003, doi: 10.1007/3-540-36618-0_5 |
PDF |
| IC.10 |
2003 |
BERARDI M., CECI M, ESPOSITO F., MALERBA D. (2003). Learning
Logic Programs for Layout Analysis Correction. In: Proceedings of the
Twentieth International Conference on Machine Learning (ICML 2003). p. 27-34,
MENLO PARK, CA:AAAI Press, ISBN: 1-57735-189-4, Washington, DC, USA, August
21-24, 2003 |
PDF |
| IC.9 |
2003 |
APPICE A., CECI M, MALERBA D. (2003). Mining Model Trees: A
Multi-relational Approach. In: HORVATH T., YAMAMOTO A.. Inductive Logic
Programming ILP’03. LECTURE NOTES IN COMPUTER SCIENCE, vol. 2835, p. 4-21,
BERLIN:Springer, ISBN: 3-540-20144-0, ISSN: 0302-9743, Szeged, Hungary,
September 29-October 1, 2003, doi: 10.1007/978-3-540-39917-9_3 |
PDF |
| IC.8 |
2003 |
CECI M, APPICE A., MALERBA D. (2003). Mr-SBC: A multi-relational
Naïve Bayes classifier. In: LAVRAC N., GAMBERGER D., TODOROVSKI L., BLOCKEEL
H.. Knowledge Discovery in Databases: PKDD 2003, 7th European Conference on
Principles and Practice of Knowledge Discovery in Databases. LECTURE NOTES IN
COMPUTER SCIENCE, vol. 2838, p. 95-106, BERLIN:Springer, ISBN: 3-540-20085-1,
ISSN: 0302-9743, Cavtat-Dubrovnik, Croatia, September 22-26, 2003, doi:
10.1007/978-3-540-39804-2_11 |
PDF |
| IC.7 |
2003 |
CECI M, APPICE A., MALERBA D., COLONNA V. (2003).
Multi-relational Structural Bayesian Classifier. In: CAPPELLI A., TURINI F..
AI*IA 2003: Advances in Artificial Intelligence. LECTURE NOTES IN COMPUTER
SCIENCE, vol. 2829, p. 250-261, BERLIN:Springer, ISBN: 3-540-20119-X, ISSN:
0302-9743, Pisa, Italy, 23/09/2003-26/09/2003, doi:
10.1007/978-3-540-39853-0_21 |
PDF |
| IC.6 |
2003 |
CECI M, APPICE A., MALERBA D. (2003). Simplification Methods for
Model Trees with Regression and Splitting Nodes. In: PERNER P., ROSENFELD A..
Machine Learning and Data Mining in Pattern Recognition. LECTURE NOTES IN
COMPUTER SCIENCE, vol. 2734, p. 20-34, BERLIN:Springer, ISBN: 3-540-40504-6,
ISSN: 0302-9743, Leipzig, Germany, July 5-7, 2003, doi:
10.1007/3-540-45065-3_3 |
PDF |
| IC.5 |
2003 |
MALERBA D., CECI M, BERARDI M. (2003). XML and Knowledge
Technologies for Semantic-Based Indexing of Paper Documents. In: V. MARK, W.
RETSCHITZEGGER, O. STEPNKOV. Database and Expert Systems Applications, 14th
International Conference, DEXA 2003. LECTURE NOTES IN COMPUTER SCIENCE, vol.
2736, p. 256-265, BERLIN:Springer, ISBN: 978-3-540-40806-2, ISSN: 0302-9743,
Prague, Czech Republic, 1-5 September, 2003, doi:
10.1007/978-3-540-45227-0_26 |
PDF |
| IC.4 |
2002 |
LANZA A, MALERBA D, LISI F.A, APPICE A, CECI M (2002).
Generating Logic Descriptions for the Automated Interpretation of Topographic
Maps. In: BLOSTEIN D., KWON Y.-B.. Graphics Recognition: Algorithms and
Applications. LECTURE NOTES IN COMPUTER SCIENCE, vol. 2390, p. 200-210,
BERLINO:Springer Verlag, ISBN: 978-3-540-44066-6, ISSN: 0302-9743, Kingston,
Ontario, Canada, 7-8 September 2001, doi: 10.1007/3-540-45868-9_17 |
PDF |
| IC.3 |
2002 |
APPICE A., CECI M, MALERBA D. (2002). KDB2000: An integrated
knowledge discovery tool. In: ZANASI A., BREBBIA C.A., EBECKEN N.F.F., MELLI
P.. Data Mining III. WIT TRANSACTIONS ON INFORMATION AND COMMUNICATION
TECHNOLOGIES, vol. 6, p. 531-540, SOUTHAMPTON:WIT Press, ISBN: 1-85312-925-9,
ISSN: 1743-3517, Bologna, Italy, 25-27 September 2002 |
PDF |
| IC.2 |
2002 |
MALERBA D., APPICE A., CECI M, MONOPOLI M. (2002). Trading-off
Local versus Global Effects of Regression Nodes in Model Trees. In: HACID
H.-S., RAS Z.W., ZIGHED D.A., KODRATOFF Y.. Foundations of Intelligent
Systems, 13th International Symposium, ISMIS'2002. LECTURE NOTES IN COMPUTER
SCIENCE, vol. 2366, p. 393-402, BERLIN:Springer, ISBN: 978-3-540-43785-7,
ISSN: 0302-9743, Lyon, France, June 27-29, doi: 10.1007/3-540-48050-1_43 |
PDF |
| IC.1 |
2001 |
MALERBA D., APPICE A., BELLINO A., CECI M, PALLOTTA D. (2001).
Stepwise Induction of Model Trees. In: ESPOSITO F.. AI*IA 2001: Advances in
Artificial Intelligence. LECTURE NOTES IN COMPUTER SCIENCE, vol. 2175, p.
20-32, BERLIN:Springer, ISBN: 978-3-540-42601-1, ISSN: 0302-9743, Bari,
Italy, Sept 2001, doi: 10.1007/3-540-45411-X_3 |
PDF |
| ID |
Year |
International workshops and National Conferences |
Link |
| WNCO.32 |
2014 |
Ceci m, Cassavia N, Corizzo R, Dicosta P, Malerba D, Maria G,
Masciari E, Pastura C (2014). Big Data Techniques For Renewable Energy
Market.. In: (a cura di): Greco S, Picariello A, 22nd Italian Symposium on
Advanced Database Systems, SEBD 2014. p. 369-377, Sorrento, 16 - 18 Giugno |
PDF |
| WNCO.31 |
2014 |
Pio G, Ceci M, D'Elia D, Malerba D (2014). earning to Combine
miRNA Target Predictions: a Semi-supervised Ensemble Learning Approach. In:
Greco S, Picariello A. 22nd Italian Symposium on Advanced Database Systems,
SEBD 2014. p. 21-28, Sorrento, 16 - 18 Giugno |
PDF |
| WNCO.30 |
2012 |
Ceci M, Coluccia M, Fumarola F, Guzzi P H, Mandreoli F,
Martoglia R, Masciari E, Mecella M, Penzo W (2012). A Framework for
Biological Data Normalization, Interoperability, and Mining for Cancer
Microenvironment Analysis . In: Nicola Ferro, Letizia Tanca. Proceedings of
the 20th Italian Symposium on Advanced Database Systems. p. 67-74,
PADOVA:Edizioni Libreria Progetto, ISBN: 978-88-96477-23-6, Venezia |
PDF |
| WNCO.29 |
2012 |
PIO G, CECI M, MALERBA D (2012). Mining temporal evolution of
criminal behaviors. In: Nicola Ferro, Letizia Tanca. Proceedings of the 20th
Italian Symposium on Advanced Database Systems. p. 221-232, PADOVA:Edizioni
Libreria Progetto, ISBN: 978-88-96477-23-6, Venezia |
PDF |
| WNCO.28 |
2011 |
LOGLISCI C, CECI M, APPICE A, MALERBA D (2011). Relational
Disjunctive Patterns Mining for Discovering Frequent Variants in Process
Models. In: Proceedings of the Nineteenth Italian Symposium on Advanced
Database Systems (SEBD 2011). p. 226-237, Maratea, PZ, 26- 29 giugno 2011 |
PDF |
| WNCO.27 |
2011 |
CECI M, CUZZOCREA A, MALERBA D (2011). Supporting Roll-Up and
Drill-Down Operations over OLAP Data Cubes with Continuous Dimensions via
Density-Based Hierarchical Clustering. In: Proceedings of the Nineteenth
Italian Symposium on Advanced Database Systems (SEBD 2011). p. 57-65,
Maratea, PZ, 26- 29 giugno 2011 |
PDF |
| WNCO.26 |
2010 |
LOGLISCI C, CECI M, MALERBA D (2010). Discovering Temporal
Patterns of Complex Events in Biosignal Data. In: Sonia Bergamaschi, Stefano
Lodi, Riccardo Martoglia, Claudio Sartori. Proceedings of the Eighteenth
Italian Symposium on Advanced Database Systems, SEBD 2010. p. 306-317,
BOLOGNA:Esculapio, ISBN: 978-88-7488-369-1, Rimini, Italy, June 20-23, 2010 |
PDF |
| WNCO.25 |
2010 |
CECI M, LANOTTE P. F (2010). Hierarchical Transductive
Classification from Textual Data with Relevant Example Selection. In: Sonia
Bergamaschi, Stefano Lodi, Riccardo Martoglia, Claudio Sartori. Proceedings
of the Eighteenth Italian Symposium on Advanced Database Systems, SEBD 2010.
p. 158-169, BOLOGNA:Esculapio, ISBN: 978-88-7488-369-1, Rimini, Italy, June
20-23, 2010 |
PDF |
| WNCO.24 |
2010 |
CECI M, APPICE A, MALERBA D, SCHIRONE N, TRAVERSA N.D, VALROSSO
V (2010). Suggesting Tourist Destinations by means of Time-Slice Density
Estimation. In: Sonia Bergamaschi, Stefano Lodi, Riccardo Martoglia, Claudio
Sartori. Proceedings of the Eighteenth Italian Symposium on Advanced Database
Systems, SEBD 2010. p. 94-105, BOLOGNA:Esculapio, ISBN: 978-88-7488-369-1,
Rimini, Italy, June 20-23, 2010 |
PDF |
| WNCO.23 |
2009 |
A. APPICE, CECI M, C. LOGLISCI, C. CARUSO, F. FUMAROLA, M.
TODARO, D. MALERBA (2009). A Relational Approach to Novelty Detection in Data
Streams. In: Proceedings of the Seventeenth Italian Symposium on Advanced
Database Systems (SEBD 2009). p. 89-100, Seneca Edizioni, ISBN:
978-88-6122-154-3, Camogli (GE), 21-24 Giugno 2009 |
PDF |
| WNCO.22 |
2009 |
CECI M, A. APPICE, G. DE GIOSA, G. DILEO, A. LALLO, D. MALERBA
(2009). Mining preference relations to rank complex object. In: Proceedings
of the Seventeenth Italian Symposium on Advanced Database Systems (SEBD
2009). p. 313-324, Seneca Edizioni, ISBN: 978-88-6122-154-3, Camogli (GE),
21-24 Giugno 2009 |
PDF |
| WNCO.21 |
2009 |
A. APPICE, CECI M, V. RIZZI, M. ROMANO, D. MALERBA (2009).
Spatial Regression in the Transductive Setting. In: Proceedings of the
Seventeenth Italian Symposium on Advanced Database Systems (SEBD 2009). p.
297-304, TORINO:Seneca Edizioni, ISBN: 978-88-6122-154-3, Camogli (GE), 21-24
Giugno 2009 |
PDF |
| WNCO.20 |
2008 |
TURI A, APPICE A, CECI M, MALERBA D (2008). Discovering Process
Models: a multi-Relational Approach. In: 2nd International Workshop on
Induction of Process Models, IPM 2008 in conjunction with ECMLPKDD 2008.
Antwerp (Belgio), 15 Settembre 2008 |
PDF |
| WNCO.19 |
2008 |
TURI A, APPICE A, CECI M, MALERBA D (2008). Distributed
Discovery of Multi-Level Approximate Process Patterns. In: Salvatore Gaglio,
Ignazio Infantino, Domenico Saccà. SEBD 2008 - Sixteenth Italian Symposium on
Advanced Database Systems. p. 57-68, Mondello(Italy), 22-25 Giugno |
PDF |
| WNCO.18 |
2008 |
CECI M, APPICE A, MACCHIA L, MALERBA D (2008). Relational
Classification based on Emerging Patterns. In: Salvatore Gaglio, Ignazio
Infantino, Domenico Saccà.. SEBD 2008 - Sixteenth Italian Symposium on
Advanced Database Systems. p. 45-56, Mondello(Italy), 22-25 Giugno |
PDF |
| WNCO.17 |
2008 |
APPICE A, CECI M, TURI A, MALERBA D (2008). Sampling Very Large
Databases for Parallel and Distributed Relational Frequent Pattern Discovery.
In: First International Workshop on Ubiquitous Knowledge Discovery, UKD 2008
in conjunction with ECMLPKDD 2008. Antwerp (Belgio), 19 Settembre 2008 |
PDF |
| WNCO.16 |
2007 |
MALERBA D, CECI M (2007). Learning to order basic components of
structured complex objects. In: . Proceedings of the ECML/PKDD 07 workshop on
“Mining Complex Data”. p. 83-94, Warsaw |
PDF |
| WNCO.15 |
2006 |
CECI M, MALERBA D (2006). Relational Data Mining Techniques for
Historical Document Processing. In: SEBD 2006 - Fourteenth Italian Symposium
on Advanced Database Systems June, 18-21, 2006. p. 309-320, ANCONA:Pequod,
ISBN: 88-6068-018-2, Ancona (Italy), June, 18-21, 2006 |
PDF |
| WNCO.14 |
2005 |
BERARDI M., APPICE A., CECI M, MALERBA D. (2005). Mining spatial
data: discovery of spatial association rules with ARES. In: P. Brito & M.
Noirhomme . Proceedings of the ECML/PKDD 04 workshop on “Symbolic and Spatial
Data Analysis: Mining Complex Data. p. 31-42, Porto, Portugal |
PDF |
| WNCO.13 |
2005 |
CECI M, APPICE A, MALERBA D (2005). Propositionalization Through
Relational Association Rules Mining. In: Andrea Calì, Diego Calvanese, Enrico
Franconi, Maurizio Lenzerini, Letizia Tanca . SEBD 2005 - 13th Italian
Symposium on Advanced Database Systems. p. 125-136, ROMA:Aracne, ISBN:
88-548-0122-4, Bressanone (Bolzano), Italy, June 2005 |
PDF |
| WNCO.12 |
2005 |
CECI M, APPICE A (2005). Spatial Associative Classification:
Propositional vs. Structural approach. In: Proceedings of the ECML/PKDD 04
workshop on “Workshop on Mining Spatio temporal Data”. Porto, Portugal |
PDF |
| WNCO.11 |
2004 |
MALERBA D., CECI M, LAPI M., ALTINI G. (2004). A new
thresholding algorithm for hierarchical text classification. In: Proceesings
of the ECML/PKDD Workshop on Statistical Approaches for Web Mining (SAWM). p.
62-74, Pisa, Italy, 20 September 2004 |
PDF |
| WNCO.10 |
2004 |
APPICE A., BERARDI M., CECI M, LAPI M., MALERBA D., TURI A.
(2004). Mining interesting spatial association rules: two case studies. In:
Maristella Agosti, Nicoletta Dessì, Fabio A. Schreiber. Proceedings of the
Twelfth Italian Symposium on Advanced Database Systems, SEBD 2004,. p. 86-97,
CAGLIARI:Lithosgrafiche, ISBN: 88-901409-1-7, S. Margherita di Pula,
Cagliari, Italy, June 21-23 2004 |
PDF |
| WNCO.9 |
2003 |
APPICE A, CECI M, MALERBA D (2003). MR-SMOTI: A Data Mining
System for Regression Tasks Tightly-Coupled with a Relational Database. In:
Jean-François Boulicaut, Saso Dzeroski. Proceedings of the Second
International Workshop on Inductive Databases. p. 17-27, Zagreb:Rudjer
Boskovic Institute, ISBN: 953-6690-34-9, Cavtat-Dubrovnik, Croazia. |
PDF |
| WNCO.8 |
2003 |
APPICE A., CECI M, ESPOSITO F., MALERBA D. (2003). Mining Model
Trees with Regression and Splitting Nodes. In: Sergio Flesca, Sergio Greco,
Domenico Saccà, Ester Zumpano. Proceedings of the Eleventh Italian Symposium
on Advanced Database Systems, SEBD 2003. p. 495-506, SOVERIA MANNELLI (CZ):Il
Rubettino Editore, ISBN: 88-498-0629-9, Cetraro (CS), Italy, June 24-27 |
PDF |
| WNCO.7 |
2003 |
CECI M, M. BERARDI, MALERBA D. (2003). Mining association rules
in document images. In: Dunja Mladenic, Gerhard Paass. Mutimedia Discovery
and Mining. p. 7-18, ISBN: 953-6690-32-2 |
PDF |
| WNCO.6 |
2003 |
BERARDI M., CECI M, MALERBA D. (2003). Mining spatial
association rules from document layout structures. In: Proc. of the 3rd
Workshop on Document Layout Interpretation and its Application (DLIA 2003).
p. 9-13 |
PDF |
| WNCO.5 |
2003 |
APPICE A., CECI M, MALERBA D., SACCHI D. (2003). Stepwise Model
Tree Induction in a Multi-Relational Framework. In: Proceedings of the
Eleventh Italian Symposium on Advanced Database Systems, SEBD 2003. p.
281-292, SOVERIA MANNELLI:Rubbettino, ISBN: 88-498-0629-9, Cetraro (CS),
Italy, June 24-27 |
PDF |
| WNCO.4 |
2002 |
APPICE A., CECI M, MALERBA D. (2002). KDB2000: Uno strumento per
la scoperta della conoscenza nelle basi di dati. In: Atti del Decimo Convegno
Nazionale su Sistemi Evoluti per Basi di Dati SEBD’2002. p. 417-421, Giugno
2002 |
PDF |
| WNCO.3 |
2002 |
MALERBA D., APPICE A., CECI M, VACCA N. (2002). Mining
Classification and Association Rules in Geographical Data with SDMOQL. In:
Atti del Decimo Convegno Nazionale su Sistemi Evoluti per Basi di Dati
SEBD’2002. p. 251-264, Giugno 2002 |
PDF |
| WNCO.2 |
2002 |
MALERBA D., ESPOSITO F., CECI M (2002). Mining HTML Pages to
Support Document Sharing in a Cooperative System. In: Proc. of the 2nd
International Workshop on Multimedia Data and Document Engineering (MDDE'02).
March 25-27 |
PDF |
| WNCO.1 |
2002 |
CECI M, APPICE A., MALERBA D. (2002). Simplifying Model Trees
with Regression and Splitting Nodes. In: Workshop AI*IA su “Apprendimento
Automatico”. Siena, Italy, 10-13 Settembre 2002 |
PDF |
| ID |
Year |
Abstracts/International communications |
|
| CA.2 |
2012 |
Stojanova D, Ceci M, Malerba D, Džeroski S (2012). Using PPI
Networks in Hierarchical Multi-label Classification Trees for Gene Function
Prediction. In: (a cura di): Borgwardt K, Rätsch G, Machine Learning in
Systems Biology. p. 10, Basel, Switzerland, 08 - 09 September 2013 |
|
| CA.1 |
2005 |
ATTIMONELLI M, CASCIONE I, SANTAMARIA M, ACCETTURO M, LASCARO D,
BERARDI M, CECI M, LOGLISCI C, MALERBA D (2005). A data mining approach to
retrieve mitochondrial variability data associated to clinical phenotypes.
In: Meeting of the Bioinformatic Italian Society, BITS 2005, Proceedings.
Milan, Italy, March 2005 |
|
| ID |
Year |
Books/proccedings |
|
| CU.7 |
2014 |
Appice A, Ceci M, Loglisci C, Manco G, Masciari E, Ras Z W (a
cura di) (2014). New Frontiers in Mining Complex Patterns - Second
International Workshop, NFMCP 2013, Held in Conjunction with ECML-PKDD 2013,
Prague, Czech Republic, September 27, 2013, Revised Selected Papers. LECTURE
NOTES IN COMPUTER SCIENCE, vol. 8399, BERLIN HEIDELBERG:Springer-Verlag,
ISBN: 978-3-319-08406-0, ISSN: 0302-9743, doi: 10.1007/978-3-319-08407-7 |
|
| CU.6 |
2013 |
Appice A, Ceci M, Loglisci C, Manco G, Masciari E, Ras Z W (a
cura di) (2013). New Frontiers in Mining Complex Patterns First International
Workshop, NFMCP 2012, Held in Conjunction with ECML/PKDD 2012, Bristol, UK,
September 24, 2012, Rivesed Selected Papers. LECTURE NOTES IN COMPUTER
SCIENCE, BERLIN HEIDELBERG:Springer-Verlag, ISBN: 978-3-642-37381-7, ISSN:
0302-9743, doi: 10.1007/978-3-642-37382-4 |
|
| CU.5 |
2012 |
Appice A, Ceci M, Loglisci C, Manco G, Masciari E, Ras Z (a cura
di) (2012). Proc. of the ECMLPKDD 2012 workshop on "New Frontiers on
Mining Complex Patterns". |
|
| CU.4 |
2011 |
APPICE A, CECI M, LOGLISCI C, MANCO G (a cura di) (2011). Proc.
of the AI*IA Workshop on Mining Complex Patterns (MCP 2011) . |
|
| CU.3 |
2007 |
MALERBA D, APPICE A, CECI M (a cura di) (2007). ECML/PKDD 2007
Workshop on “Multi Relational Data Mining”. |
|
| CU.2 |
2007 |
CECI M, MALERBA D, TANCA L (a cura di) (2007). Proceedings of
the Fifteenth Italian Symposium on Advanced Database Systems, SEBD 2007.
BARI:DIB - Dip. di Informatica, Università di Bari, ISBN: 978-88-902981-0-3 |
|
| CU.1 |
2004 |
GORI M, CECI M, NANNI M (a cura di) (2004). Proceedings of the
ECML/PKDD 2004 Workshop on “Statistical Approaches for Web Mining”. |
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