Fast subsequence matching in time-series databases
SIGMOD '94 Proceedings of the 1994 ACM SIGMOD international conference on Management of data
Similarity-based queries for time series data
SIGMOD '97 Proceedings of the 1997 ACM SIGMOD international conference on Management of data
Data mining: concepts and techniques
Data mining: concepts and techniques
R-trees: a dynamic index structure for spatial searching
SIGMOD '84 Proceedings of the 1984 ACM SIGMOD international conference on Management of data
ICDE '95 Proceedings of the Eleventh International Conference on Data Engineering
Fast Time Sequence Indexing for Arbitrary Lp Norms
VLDB '00 Proceedings of the 26th International Conference on Very Large Data Bases
Recovering Information from Summary Data
VLDB '97 Proceedings of the 23rd International Conference on Very Large Data Bases
Scientific Workflow Management by Database Management
SSDBM '98 Proceedings of the 10th International Conference on Scientific and Statistical Database Management
Online Data Mining for Co-Evolving Time Sequences
ICDE '00 Proceedings of the 16th International Conference on Data Engineering
Processing approximate aggregate queries in wireless sensor networks
Information Systems
Rijndael for Sensor Networks: Is Speed the Main Issue?
Electronic Notes in Theoretical Computer Science (ENTCS)
Dissemination of compressed historical information in sensor networks
The VLDB Journal — The International Journal on Very Large Data Bases
Knowledge Aquisition and Data Storage in Mobile GeoSensor Networks
GeoSensor Networks
Optimal Rate Allocation of Compressed Data Streams in Multihop Sensor Networks
DCOSS '09 Proceedings of the 5th IEEE International Conference on Distributed Computing in Sensor Systems
Safe river water: A ubiquitous and collaborative water quality monitoring solution
Pervasive and Mobile Computing
UWMAIS: ubiquitous water monitoring platform
Cluster Computing
Interval Forecast of Water Quality Parameters
Proceedings of the 2010 conference on ECAI 2010: 19th European Conference on Artificial Intelligence
Energy-efficient processing of spatio-temporal queries in wireless sensor networks
Proceedings of the 18th SIGSPATIAL International Conference on Advances in Geographic Information Systems
Review: 3D geo-database research: Retrospective and future directions
Computers & Geosciences
Cooperation in static and mobile sensor-based platforms for situation, activity and goal awareness
Proceedings of the 2011 international workshop on Situation activity & goal awareness
Simulation of wireless sensor networks under partial coverage
Proceedings of the Winter Simulation Conference
Gatherer: an environmental monitoring application based on IPv6 using wireless sensor networks
International Journal of Ad Hoc and Ubiquitous Computing
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Finding patterns in large, real, spatio/temporal data continues to attract high interest (e.g., sales of products over space and time, patterns in mobile phone users; sensor networks collecting operational data from automobiles, or even from humans with wearable computers). In this paper, we describe an interdisciplinary research effort to couple knowledge discovery in large environmental databases with biological and chemical sensor networks, in order to revolutionize drinking water quality and security decision making. We describe a distribution and operation protocol for the placement and utilization of in situ environmental sensors by combining (1) new algorithms for spatialtemporal data mining, (2) new methods to model water quality and security dynamics, and (3) a sophisticated decision-analysis framework. The project was recently funded by NSF and represents application of these research areas to the critical current issue of ensuring safe and secure drinking water to the population of the United States.