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Michelangelo Ceci's Home Page
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Michelangelo Ceci
Dipartimentodi Informatica phone: +39 080 5442285
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Michelangelo Ceci received
a "laurea"degree with full marks and honors in Informatics from the
University of Bari (March 2001). He discussed a thesis on
"Knowledgediscovery in relational database: design and implementation of
theclassification package in KDB2000".
Following graduation, he
kept on making research inmachine learning and data mining in the Knowledge
Acquisition andMachine Learning Laboratory (LACAM), Department of Informatics
of theUniversity of Bari. He is currently/has been involved in thefollowing
projects:
·
IST
- 1999 -10536 project SPIN! "Spatial Mining on data
of Public Interest"
· MURST COFIN -1999 project on " ModelliStatistici di Classificazione e di Segmentazione per l'Analisi di DatiStrutturati in Forma Complessa: Metodologia, software e Applicazioni".
·
IST-1999-20882project
Collate "Collaboratory forAutomation,
Indexing and Retrieval of Digitized Historical ArchiveMaterial"
· MURST 2002 Scoperta di conoscenzain basi di dati: metodi e tecniche efficienti e robuste per dati complessi
·
IST-1999-12641
project FAIRWIS(Trade
Fair Web-based Information Services).
Since November 2001 he has
been employed as PhDstudent under the supervision of Prof.Donato Malerba at the Department
of Informatics, University ofBari. He defended his Ph.D. Thesis in 2004.
Since 2005 he has been
employed as assistant professor at the Department of Informatics, University of
Bari where he teaches in the courses of Programming Languages,Anvanced Computer
Programming Methods e Data Bases and Laboratory.
During the period November
2003 March 2004 he collaborated as research student with the MachineLearning
Research Group headed by prof. PeterFlach of the
Department of Computer Science, University ofBristol (U.K.)
His mainresearch is in Knowledge Discovery from
Databases primarily in thedevelopment of Data Mining algorithms for predictive
tasks(classification and regression). In particular, he studies algorithmsfor
the induction of statistical classifiers and model trees.Theoretical
foundations of his research are in statistics and inlogic. Adopted technologies
include Database technologies (Databaselanguages, indexing), multimedia
technologies (images and textindexing, spatial data) and Internet (XML).
Research applicationsinclude document analysis and understanding, map
interpretation,web-documents classification.
·
SAWM04Statistical Approaches to Web
Mining co-locatedwith the 15th European Conference on Machine
Learning (ECML) and the 8th European Conference on Principles and Practice of
Knowledge Discovery in Databases (PKDD) (as co-chair)
·
15th Italian Symposium on Advanced Database
Systems (SEBD-2007) (as organizing committee chair)
·
Multi-Relational Data Mining
(MRDM 2007) co-locatedwith the 18th European Conference on Machine
Learning (ECML) and the 11th European Conference on Principles and Practice of
Knowledge Discovery in Databases (PKDD) (as co-chair)
·
(IEEE) International Conference on Data Mining (ICDM 2008, ICDM 2011
)
·
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2011,
ECML PKDD 2012
)
·
SIAM International Conference on Data Mining (
SDM 2012
)
·
International Symposium on Methodologies for Intelligent
Systems (ISMIS 2008, ISMIS
2009, ISMIS
2011,
ISMIS
2012)
·
IEEE / WIC / ACM International Conferences on. WEB INTELLIGENCE (WI 2011)
·
Pacific-Asia Conference on Knowledge Discovery and
Data Mining (PAKDD 2009)
·
International Conference on Database and Expert
Systems Applications (DEXA 2009, DEXA
2010, DEXA
2011, DEXA
2012)
·
ACM Symposium on Applied Computing - Data Mining Track
(SAC 2007, SAC 2008, SAC 2009, SAC 2010, SAC 2011, SAC 2012)
·
International Conference on Man-Machine Interactions (ICMMI 2011)
·
Italian Symposium on Advanced Database Systems (SEBD 2008, SEBD 2009, SEBD 2010)
·
International Conference Applied Computing 2006 (AC2006)
·
International Conference On Computational Intelligence
(ICCI 2004)
·
Intelligent Systems and Agents (ISA2006, ISA2007, ISA2008, ISA2009, ISA
2010)
·
International Conference on Modelling and Simulation (MS 2006)
·
Data Mining & Information Engineering 2007 (DM 2007)
·
Workshop on Web Mining ( WebMine2006, WebMine2.0, WBBTMine2008)
·
e-Commerce conference (EC2006, EC2007, EC2008, EC2009, EC2009, EC2010)
·
International Workshop on Mining Complex Data (MCD'06, MCD'07, MCD'08)
·
Advances in Computer Science and Technology (ACST 2007, ACST 2008)
·
International Conference on Electronic Commerce and
Web Technologies DEXA-EC WEB (EC WEB 2007, EC
WEB 2008)
·
Artificial Intelligence and Applications (AIA 2008)
·
Italian Workshop on Eclipse Technologies (ECLIPSE-IT 2008)
·
International Conference on Advances in Computer
Science and Engineering (ACSE 2009)
·
International Conference on e-Business (ICE-B
2009)
·
International Symposium on Programming and
Systems - Artificial Intelligence track
(ISPS
2009).
·
International Conference on Advances in Databases,
Knowledge, and Data Applications (DBKDA 2009, DBKDA 2010)
·
Workshop on Advanced Knowledge-based Systems @ KES 2009
·
International Conference on e-Business (ICE-b 2010)
·
International Conference on Advances in Computer
Science and Engineering (ACSE 2010)
·
International Conference on Machine and Web
Intelligence (ICMWI 2010)
·
International
workshop on Mining Ubiquitous and Social Environments (MUSE 2010 @ ECML/PKDD 2010)
·
IASTED
(International Association of Science andTechnology for Development) Technical
Committee on Batabases.
·
AI*IA (Italian
Association for Artificial Intelligence), the Italian chapter of ECCAI
"Intelligenza Artificiale", the magazine of the Italian Association for Artificial Intelligence.
·
ACM Transactions on Knowledge
Discovery from Data
·
Journal of Computational Intelligence
·
International Journal of Document
Analysis and Recognition (IJDAR)
·
Journal of Intelligent Information
Systems (JIIS)
· Data & Knowledge Engineering – Elsevier
· Pattern Recognition Letters – Elsevier
· Information Sciences (Elsevier)
·
International Journal of Data
Mining, Modelling and Management" (IJDMMM)
·
European Conference on Machine Learning (ECML 2002, ECML 2003, ECML 2004, ECML 2005, ECML 2006, ECML 2007)
·
European Conference on Principles and Practice of
Knowledge Discovery in Databases (PKDD 2004, PKDD 2005, PKDD 2006, PKDD 2007)
·
European Conference on Machine Learning and European Conference
on Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD2008, ECML/PKDD2009, ECML/PKDD2010)
·
International Conference on Data Mining (ICDM 2005 , ICDM 2009)
·
International Joint Conference on Artificial
Intelligence (IJCAI 2003, IJCAI
2007)
·
International Conference on Data Warehousing and
Knowledge Discovery (DaWaK 2008)
·
International Conference on Machine Learning (ICML 2008)
·
International Symposium on Methodologies for
Intelligent Systems (ISMIS 2002, ISMIS 2003, ISMIS 2005)
·
Italian Symposium on Advanced Database Systems (SEBD 2002, SEBD 2003, SEBD 2004, SEBD 2005, SEBD 2006)
·
New Trends in Intelligent Information Processing and
Web Mining (IIPWM 2003)
·
IAPR International Conference on Machine Learning and
Data Mining for Pattern Recognition (MLDM 2003, MLDM
2005)
·
European Conference on Artificial Intelligence (ECAI 2004, ECAI 2008, ECAI 2010)
·
Advances in Artificial Intelligence (AI*IA 2003)
·
Workshop on Document Layout Interpretation & Its
Applications (DLIA 2003)
·
Workshop on Multi-Relational Data Mining (MRDM 2003, MRDM 2005)
·
ACM Symposium on Applied Computing - Special Track on
Data Mining (DM 2004, DM 2005)
·
IAPR Workshop on Document Analysis Systems (DAS 2004)
·
Workshop on Statistical Approaches to Web Mining (SAWM 2004)
·
International Conference on Inductive Logic
Programming (ILP 2004, ILP 2008, ILP 2009, ILP 2010)
·
International Conference on Industrial &
Engineering Applications of Artificial Intelligence & Expert Systems (IEA/AIE 2005, IEA/AIE 2006, IEA/AIE 2010)
·
Software Engineering and Applications (SEA 2005)
·
Artificial Intelligence and Applications (AIA 2006)
·
SIAM Conference on Data Mining (SDM 2006)
·
International Conference of Pattern Recognition (ICPR2006)ICPR 2010
·
European
Conference on Artificial Intelligence (ECAI 2006)
·
European Conference on Research and Advanced Tchnology
for Digital Libraries (ECDL 2006)
·
International Conference on Document Analysis and
Recognition (ICDAR 2007)
·
Artificial Intelligence and Applications (AIA 2007)
·
Pacific-Asia Conference on Knowledge Discovery and
Data Mining (PAKDD 2007)
·
International Conference on Artificial Intelligence: Methodology,
Systems, Applications (AIMSA 2008)
·
International Conference on Computational Statistics (CompStat 2008)
·
ACM SIGKDD International Conference on Knowledge
Discovery and Data Mining (KDD2010)
·
Discovery Science (DS 2009)
·
Brazilian Symposium on Artificial Intelligence (SBIA 2008)
·
Pacific Rim International Conference on Artificial
Intelligence (PRICAI 2008)
·
International Conference on Human System Interaction (HSI 2009)
·
International Conference on Conceptual Modeling (ER 2009)
·
International Conference on Intelligent Systems Design
and Applications (ISDA 2009)
·
International Conference on Knowledge-Based and
Intelligent Information & Engineering Systems (KES 2010)
·
AAAI Conference on Artificial Intelligence (AAAI-10)
·
SIAM Data Mining Conference (SDM 2009)
· [TH.2] M. Ceci. Naive Bayesian Learning from Structural Data, Ph.D. Thesis, Universit degli Studi, Bari, Italy. (2005)
HOCCLUS: Hierarchical Overlapping Co-CLUStering: HOCCLUS/HOCCLUS2 Semi-supervised miRNA target prediction for HOCCLUS2 MURENA:A MUlti
RElational aNAlyzer KDB2000:A
KDD support system WebClass:a
Web Mining system for the automated classification of Web pages Big data Analytics - Cohorts XXX; XXXI; XXXIII & XXXIV Databases - Academic Years 13/14 Abstract Data and Algorithms - Academic Years 09/10 and
10/11 Business Intelligence - Academic Years 12/13 Database Systems - 17/18 Big data Analytics - 17/18 Data Mining - Laurea Magistrale in Informatica - Academic Year 16/17 DataBases and Lab. (Basi di Dati e Laboratorio) ICD-TARANTO Academic Years 08/09-09/10-14/15-15/16 Advanced Database Systems (UNYT) - Academic Years 18/19 Database Adminstration (UNYT) - Academic Years 13/14-14/15-15/16-16/17-17/18 Advanced Data Base Systems (Basi di Dati Avanzate) Informatica - Academic Years 07/08
and 09/10 DataBases Lab. (Laboratorio di Basi di
Dati) Informatica-BARI AcademicYears 05/06 and 06/07 DataBases Lab. (Laboratorio di Basi di
Dati) ICD-TARANTO Academic Year04/05 and 05/06 DataBase Design Lab (Laboratorio di
didattica di Progettazione di Basi diDati) Academic Year 05/06 Tutorialson Knowledge Discovery from Databases:
(06/05/2003) ·
Academic year 2001/2002 - Tutoring in
theComputer Architecture course (laboratory) ·
Academicyear 2001/2002 - Tutoring in the
Operative Systems course(laboratory) ·
Academicyear 2002/2003 - Tutoring in the
Databases and Informative Systemscourse (laboratory) ·
Academic year 2003/2004 - Tutoring in
theProgramming Languages course ·
Academic year 2003/2004 - Tutoringin the Data
Bases and Knowledge Bases (laboratory)
WISDOM++:An
intelligent document processing system PhD Students
Current PhD students in Computer Science:
Lucrezia Macchia
Gianvito Pio
Pasqua Fabiana Lanotte
Francesco Serafino
Roberto Corizzo
Courses
Courses of the Ph.D. program
Undergraduate Courses
Courses of the Specialization School for Secondary
School Teachers (SSIS)
Tutorial
Tutoring