Anna Ciampi was a Ph.D. student in Computer Science at the Department of Computer Science, University of Bari. She received a Laurea Degree (2nd level) in Information Technology Engineering from the University of Sannio (Benevento, Italy) in 2003 by discussing a thesis on Workflow Management Systems and Web Services. In 2003 she was an assistant researcher at Research Center On Software Technology of the University of Sannio and her research interests were focused on Web Services, Workflow Management, Semantic Web and Ontologies. She co-authored a publication on these topics at an international conference. In 2004 she was involved in the PRAI project "Program for innovation and improvement of the relationship between research and business of biotechnology in the Apulia region" and her work was published in the proceedings of the 42nd Annual Conference of Italian Computer Association (AICA). In 2005-2007 she worked as database administrator and software engineer for both the University of Bari and United Nations Computer Center. In 2008 she enrolled in the Ph.D. program. She was also involved in the strategic project "Telecommunication Facilities and Wireless Sensor Networks in Emergency Management" funded by Apulia Region. Her current research interests are on mining of geo-referenced data from sensor networks, and ubiquitous data mining.

Research Interests

Data Mining and Knowledge Discovery, Temporal and Spatial Data Mining, Wireless Sensor Network, Data Stream Mining

Anna Ciampi
PhD
em@il: anna.ciampi @ uniba.it
webpage: https://kdde.di.uniba.it/ciampi/





Publications Legend

Journal Articles
Book
Conference or Workshop
Editorship
Collection
Other

Publications


2015
Annalisa Appice, Anna Ciampi, Donato Malerba:
Summarizing numeric spatial data streams by trend cluster discovery. Data Min. Knowl. Discov. 29(1): 84-136 (2015)
DOI: https://doi.org/10.1007/s10618-013-0337-7


2014
Annalisa Appice, Anna Ciampi, Fabio Fumarola, Donato Malerba:
Data Mining Techniques in Sensor Networks - Summarization, Interpolation and Surveillance. Springer Briefs in Computer Science, Springer: I-XIII, 1- (2014), ISBN: 978-1-4471-5453-2
DOI: https://doi.org/10.1007/978-1-4471-5454-9
Annalisa Appice, Pietro Guccione, Donato Malerba, Anna Ciampi:
Dealing with temporal and spatial correlations to classify outliers in geophysical data streams. Inf. Sci. 285: 162-180 (2014)
DOI: https://doi.org/10.1016/j.ins.2013.12.009


2013
Annalisa Appice, Anna Ciampi, Donato Malerba, Pietro Guccione:
Using trend clusters for spatiotemporal interpolation of missing data in a sensor network. J. Spatial Inf. Sci. 6(1): 119-153 (2013)
DOI: https://doi.org/10.5311/JOSIS.2013.6.102


2012
Annalisa Appice, Donato Malerba, Anna Ciampi:
Continuously Mining Sliding Window Trend Clusters in a Sensor Network. DEXA (2): 248-255 (2012)
DOI: https://doi.org/10.1007/978-3-642-32597-7_22
Pietro Guccione, Anna Ciampi, Annalisa Appice, Donato Malerba, Angelo Muolo:
Trend cluster based interpolation everywhere in a sensor network. SAC: 827-828 (2012)
DOI: https://doi.org/10.1145/2245276.2245436
Anna Ciampi, Annalisa Appice, Pietro Guccione, Donato Malerba:
Integrating Trend Clusters for Spatio-temporal Interpolation of Missing Sensor Data. W2GIS: 203-220 (2012)
DOI: https://doi.org/10.1007/978-3-642-29247-7_15


2011
Anna Ciampi, Annalisa Appice, Donato Malerba, Angelo Muolo:
Space-Time Roll-up and Drill-down into Geo-Trend Stream Cubes. ISMIS: 365-375 (2011)
DOI: https://doi.org/10.1007/978-3-642-21916-0_40
Pietro Guccione, Annalisa Appice, Anna Ciampi, Donato Malerba:
Trend Cluster Based Kriging Interpolation in Sensor Data Networks. MSM/MUSE: 118-137 (2011)
DOI: https://doi.org/10.1007/978-3-642-33684-3_7
Anna Ciampi, Annalisa Appice, Donato Malerba, Pietro Guccione:
Trend cluster based compression of geographically distributed data streams. CIDM: 168-175 (2011)
DOI: https://doi.org/10.1109/CIDM.2011.5949298


2010
Anna Ciampi, Annalisa Appice, Donato Malerba:
Summarization for Geographically Distributed Data Streams. KES (3): 339-348 (2010)
DOI: https://doi.org/10.1007/978-3-642-15393-8_39
Anna Ciampi, Annalisa Appice, Donato Malerba:
Online and Offline Trend Cluster Discovery in Spatially Distributed Data Streams. MSM/MUSE: 142-161 (2010)
DOI: https://doi.org/10.1007/978-3-642-23599-3_8
Anna Ciampi, Annalisa Appice, Donato Malerba, Giuseppe Saponaro, Domenico Triglione:
Clustering Spatio-Temporal Data Streams. SEBD: 230-241 (2010)


2009
Fabio Fumarola, Anna Ciampi, Annalisa Appice, Donato Malerba:
A Sliding Window Algorithm for Relational Frequent Patterns Mining from Data Streams. Discovery Science: 385-392 (2009)
DOI: https://doi.org/10.1007/978-3-642-04747-3_30
Anna Ciampi, Fabio Fumarola, Annalisa Appice, Donato Malerba:
Approximate Frequent Itemset Discovery from Data Stream. AI*IA: 151-160 (2009)
DOI: https://doi.org/10.1007/978-3-642-10291-2_16


2008
Annalisa Appice, Anna Ciampi, Antonietta Lanza, Donato Malerba, Antonella Rapolla, Luisa Vetturi:
Geographic Knowledge Discovery in INGENS: An Inductive Database Perspective. ICDM Workshops: 326-331 (2008)
DOI: https://doi.org/10.1109/ICDMW.2008.120


2004
Lerina Aversano, Gerardo Canfora, Anna Ciampi:
An Algorithm for Web Service Discovery through Their Composition. ICWS: 332- (2004)
DOI: https://doi.org/10.1109/ICWS.2004.1314755