C4.5: programs for machine learning
C4.5: programs for machine learning
Exploratory cartographic visualization: advancing the agenda
Computers & Geosciences - Special issue on exploratory cartographic visualization
Geospatial mapping and navigation of the web
Proceedings of the 10th international conference on World Wide Web
Querying heterogeneous land use data: problems and potential
dg.o '02 Proceedings of the 2002 annual national conference on Digital government research
The WEKA data mining software: an update
ACM SIGKDD Explorations Newsletter
AgreementMaker: efficient matching for large real-world schemas and ontologies
Proceedings of the VLDB Endowment
OWLIM – a pragmatic semantic repository for OWL
WISE'05 Proceedings of the 2005 international conference on Web Information Systems Engineering
Automatic configuration selection using ontology matching task profiling
ESWC'12 Proceedings of the 9th international conference on The Semantic Web: research and applications
Semi-automatically mapping structured sources into the semantic web
ESWC'12 Proceedings of the 9th international conference on The Semantic Web: research and applications
Semantic extraction of geographic data from web tables for big data integration
Proceedings of the 7th Workshop on Geographic Information Retrieval
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The availability of a wide variety of geospatial datasets demands new mechanisms to perform their integrated analysis and visualization. In this demo paper, we describe our semantic framework, GIVA, for Geospatial and temporal data Integration, Visualization, and Analytics. Given a geographic region and a time interval, GIVA addresses the problem of accessing simultaneously several datasets and of establishing mappings between the underlying concepts and instances, using automatic methods. These methods must consider several challenges, such as those that arise from heterogeneous formats, lack of metadata, and multiple spatial and temporal data resolutions. A web interface lets users interact with a map and select datasets to be integrated, displaying as a result reports where values pertaining to different datasets are compared, analyzed, and visualized.