Knowledge discovery for behavioral patterns in wireless sensor networks
暂无分享,去创建一个
[1] Philip S. Yu,et al. An effective hash-based algorithm for mining association rules , 1995, SIGMOD '95.
[2] Gösta Grahne,et al. Efficiently Using Prefix-trees in Mining Frequent Itemsets , 2003, FIMI.
[3] T. Başar,et al. A New Approach to Linear Filtering and Prediction Problems , 2001 .
[4] Liang Ding,et al. Agent Collaborative Target Localization and Classification in Wireless Sensor Networks , 2007, Sensors (Basel, Switzerland).
[5] Kay Römer,et al. An Adaptive Strategy for Quality-Based Data Reduction in Wireless Sensor Networks , 2006 .
[6] N. Noury,et al. Monitoring behavior in home using a smart fall sensor and position sensors , 2000, 1st Annual International IEEE-EMBS Special Topic Conference on Microtechnologies in Medicine and Biology. Proceedings (Cat. No.00EX451).
[7] Kay Römer,et al. Distributed Mining of Spatio-Temporal Event Patterns in Sensor Networks , 2007 .
[8] Yu-Chee Tseng,et al. The Coverage Problem in a Wireless Sensor Network , 2003, WSNA '03.
[9] Nathalie Japkowicz,et al. The Class Imbalance Problem: Significance and Strategies , 2000 .
[10] Bin Shen,et al. Ontology-based Association Rules Retrieval using Protege Tools , 2006, Sixth IEEE International Conference on Data Mining - Workshops (ICDMW'06).
[11] B. R. Badrinath,et al. Energy map construction for wireless sensor network under a finite energy budget , 2004, MSWiM '04.
[12] Wei Hong,et al. Proceedings of the 5th Symposium on Operating Systems Design and Implementation Tag: a Tiny Aggregation Service for Ad-hoc Sensor Networks , 2022 .
[13] Kay Römer,et al. Middleware challenges for wireless sensor networks , 2002, MOCO.
[14] Samuel Madden,et al. PAQ: Time Series Forecasting for Approximate Query Answering in Sensor Networks , 2006, EWSN.
[15] Margaret H. Dunham,et al. Data Mining: Introductory and Advanced Topics , 2002 .
[16] David B. Skillicorn,et al. A Distributed Approach for Prediction in Sensor Networks , 2005 .
[17] Shiow-Fen Hwang,et al. A Cluster-Based Coverage-Preserved Node Scheduling Scheme in Wireless Sensor Networks , 2006, 2006 Third Annual International Conference on Mobile and Ubiquitous Systems: Networking & Services.
[18] Carson Kai-Sang Leung,et al. Distributed Mining of Constrained Patterns from Wireless Sensor Data , 2006, 2006 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology Workshops.
[19] Kay Römer,et al. The design space of wireless sensor networks , 2004, IEEE Wireless Communications.
[20] Luca Lombardi,et al. Challenges for Data Mining in Distributed Sensor Networks , 2006, 18th International Conference on Pattern Recognition (ICPR'06).
[21] Jian Pei,et al. Mining Frequent Patterns without Candidate Generation: A Frequent-Pattern Tree Approach , 2006, Sixth IEEE International Conference on Data Mining - Workshops (ICDMW'06).
[22] Chee-Yee Chong,et al. Sensor networks: evolution, opportunities, and challenges , 2003, Proc. IEEE.
[23] Mohamed F. Younis,et al. A survey on routing protocols for wireless sensor networks , 2005, Ad Hoc Networks.
[24] Jennifer Widom,et al. Models and issues in data stream systems , 2002, PODS.
[25] Wendi B. Heinzelman,et al. Adaptive protocols for information dissemination in wireless sensor networks , 1999, MobiCom.
[26] Lindsay I. Smith,et al. A tutorial on Principal Components Analysis , 2002 .
[27] Devavrat Shah,et al. Turbo-charging vertical mining of large databases , 2000, SIGMOD '00.
[28] John Anderson,et al. Wireless sensor networks for habitat monitoring , 2002, WSNA '02.
[29] Azzedine Boukerche,et al. A low latency and energy aware event ordering algorithm for wireless actor and sensor networks , 2005, MSWiM '05.
[30] Tomasz Imielinski,et al. Mining association rules between sets of items in large databases , 1993, SIGMOD Conference.
[31] Gianluca Bontempi,et al. An adaptive modular approach to the mining of sensor network data , 2005 .
[32] Hannu Toivonen,et al. Data Mining In Bioinformatics , 2005 .
[33] Peter Desnoyers,et al. PRESTO: A Predictive Storage Architecture for Sensor Networks , 2005, HotOS.
[34] Hendrik Blockeel,et al. Web mining research: a survey , 2000, SKDD.
[35] Mauro Birattari,et al. Lazy Learning Meets the Recursive Least Squares Algorithm , 1998, NIPS.
[36] Bernard Widrow,et al. Least-mean-square adaptive filters , 2003 .
[37] Edward Y. Chang,et al. Adaptive stream resource management using Kalman Filters , 2004, SIGMOD '04.
[38] Padhraic Smyth,et al. From Data Mining to Knowledge Discovery: An Overview , 1996, Advances in Knowledge Discovery and Data Mining.
[39] Yi Hu,et al. A data mining approach for database intrusion detection , 2004, SAC '04.
[40] Leonidas J. Guibas,et al. Wireless sensor networks - an information processing approach , 2004, The Morgan Kaufmann series in networking.
[41] Panganamala Ramana Kumar. Ad Hoc Wireless Networks: Analysis, Protocols, Architecture, and Convergence , 2001, Infrastructure for Mobile and Wireless Systems.
[42] Ramakrishnan Srikant,et al. Mining sequential patterns , 1995, Proceedings of the Eleventh International Conference on Data Engineering.
[43] Nael B. Abu-Ghazaleh,et al. A taxonomy of wireless micro-sensor network models , 2002, MOCO.
[44] Rajeev Motwani,et al. Dynamic itemset counting and implication rules for market basket data , 1997, SIGMOD '97.
[45] Anne-Marie Kermarrec,et al. The many faces of publish/subscribe , 2003, CSUR.
[46] Wendi Heinzelman,et al. Energy-efficient communication protocol for wireless microsensor networks , 2000, Proceedings of the 33rd Annual Hawaii International Conference on System Sciences.
[47] Mohammed J. Zaki. Scalable Algorithms for Association Mining , 2000, IEEE Trans. Knowl. Data Eng..
[48] Silvia Santini,et al. Adaptive model selection for time series prediction in wireless sensor networks , 2007, Signal Process..
[49] Hongjun Lu,et al. H-mine: hyper-structure mining of frequent patterns in large databases , 2001, Proceedings 2001 IEEE International Conference on Data Mining.
[50] Philip S. Yu,et al. ASAP: An Adaptive Sampling Approach to Data Collection in Sensor Networks , 2007, IEEE Transactions on Parallel and Distributed Systems.
[51] Cauligi S. Raghavendra,et al. PEGASIS: Power-efficient gathering in sensor information systems , 2002, Proceedings, IEEE Aerospace Conference.
[52] Jianyong Wang,et al. Mining sequential patterns by pattern-growth: the PrefixSpan approach , 2004, IEEE Transactions on Knowledge and Data Engineering.
[53] Feng Zhao,et al. Scalable Information-Driven Sensor Querying and Routing for Ad Hoc Heterogeneous Sensor Networks , 2002, Int. J. High Perform. Comput. Appl..
[54] Osmar R. Zaïane,et al. Non-recursive Generation of Frequent K-itemsets from Frequent Pattern Tree Representations , 2003, DaWaK.
[55] Guang-Zhong Yang,et al. Pervasive body sensor network: an approach to monitoring the post-operative surgical patient , 2006, International Workshop on Wearable and Implantable Body Sensor Networks (BSN'06).
[56] Lukasz Golab,et al. Issues in data stream management , 2003, SGMD.
[57] Charu C. Aggarwal,et al. A Tree Projection Algorithm for Generation of Frequent Item Sets , 2001, J. Parallel Distributed Comput..
[58] Sharad Mehrotra,et al. Capturing sensor-generated time series with quality guarantees , 2003, Proceedings 19th International Conference on Data Engineering (Cat. No.03CH37405).
[59] Ian F. Akyildiz,et al. Wireless sensor and actor networks: research challenges , 2004, Ad Hoc Networks.
[60] Ramakrishnan Srikant,et al. Fast algorithms for mining association rules , 1998, VLDB 1998.
[61] Padhraic Smyth,et al. From Data Mining to Knowledge Discovery in Databases , 1996, AI Mag..
[62] Fabrizio Silvestri,et al. Adaptive and resource-aware mining of frequent sets , 2002, 2002 IEEE International Conference on Data Mining, 2002. Proceedings..
[63] Krishna M. Sivalingam,et al. Learning from class-imbalanced data in wireless sensor networks , 2003, 2003 IEEE 58th Vehicular Technology Conference. VTC 2003-Fall (IEEE Cat. No.03CH37484).
[64] Yu Hen Hu,et al. Vehicle classification in distributed sensor networks , 2004, J. Parallel Distributed Comput..
[65] Jie Chen,et al. Survey on Coverage Problems in Wireless Ad Hoc Sensor Networks , 2007 .
[66] Deborah Estrin,et al. Modelling Data-Centric Routing in Wireless Sensor Networks , 2002 .
[67] B. R. Badrinath,et al. Prediction-based energy map for wireless sensor networks , 2003, Ad Hoc Networks.
[68] Wei Hong,et al. Approximate Data Collection in Sensor Networks using Probabilistic Models , 2006, 22nd International Conference on Data Engineering (ICDE'06).
[69] S. Sitharama Iyengar,et al. Distributed Bayesian algorithms for fault-tolerant event region detection in wireless sensor networks , 2004, IEEE Transactions on Computers.
[70] C. Ordonez,et al. Constraining and summarizing association rules in medical data , 2006 .
[71] Chenyang Lu,et al. SPEED: a stateless protocol for real-time communication in sensor networks , 2003, 23rd International Conference on Distributed Computing Systems, 2003. Proceedings..
[72] Mohammed J. Zaki,et al. Efficiently mining maximal frequent itemsets , 2001, Proceedings 2001 IEEE International Conference on Data Mining.
[73] Peter Desnoyers,et al. Ultra-low power data storage for sensor networks , 2006, 2006 5th International Conference on Information Processing in Sensor Networks.
[74] Shamkant B. Navathe,et al. An Efficient Algorithm for Mining Association Rules in Large Databases , 1995, VLDB.
[75] Randy H. Katz,et al. An architecture for building self-configurable systems , 2000, 2000 First Annual Workshop on Mobile and Ad Hoc Networking and Computing. MobiHOC (Cat. No.00EX444).
[76] Azzedine Boukerche,et al. A fast and reliable protocol for wireless sensor networks in critical conditions monitoring applications , 2004, MSWiM '04.
[77] Deborah Estrin,et al. Directed diffusion for wireless sensor networking , 2003, TNET.
[78] Di Tian,et al. A coverage-preserving node scheduling scheme for large wireless sensor networks , 2002, WSNA '02.
[79] Ben Kao,et al. Online Algorithms for Mining Inter-stream Associations from Large Sensor Networks , 2005, PAKDD.
[80] Deborah Estrin,et al. Rumor Routing Algorithm For Sensor Networks , 2002 .
[81] Lars Schmidt-Thieme,et al. The Relation of Closed Itemset Mining, Complete Pruning Strategies and Item Ordering in Apriori-Based FIM Algorithms , 2005, PKDD.
[82] Jan M. Rabaey,et al. Energy aware routing for low energy ad hoc sensor networks , 2002, 2002 IEEE Wireless Communications and Networking Conference Record. WCNC 2002 (Cat. No.02TH8609).
[83] Mohamed Medhat Gaber,et al. Knowledge Discovery from Sensor Data , 2008 .
[84] Mani Srivastava,et al. Energy efficient routing in wireless sensor networks , 2001, 2001 MILCOM Proceedings Communications for Network-Centric Operations: Creating the Information Force (Cat. No.01CH37277).
[85] Mohammed J. Zaki. Parallel and distributed association mining: a survey , 1999, IEEE Concurr..
[86] Ian F. Akyildiz,et al. Wireless sensor networks: a survey , 2002, Comput. Networks.
[87] L. Yann-Ael,et al. Round Robin Cycle for Predictions in Wireless Sensor Networks , 2005, 2005 International Conference on Intelligent Sensors, Sensor Networks and Information Processing.
[88] Heikki Mannila,et al. Discovering Frequent Episodes in Sequences , 1995, KDD.
[89] Bruce H. Krogh,et al. Lightweight detection and classification for wireless sensor networks in realistic environments , 2005, SenSys '05.
[90] Raj P. Gopalan,et al. CT-ITL : Efficient Frequent Item Set Mining Using a Compressed Prefix Tree with Pattern Growth , 2003, ADC.
[91] Tomasz Imielinski,et al. Prediction-based monitoring in sensor networks: taking lessons from MPEG , 2001, CCRV.
[92] I. Davidson,et al. Distributed Pre-Processing of Data on Networks of Berkeley Motes using Non-Parametric EM , 2005 .
[93] Raj P. Gopalan,et al. TreeITL-Mine: Mining Frequent Itemsets Using Pattern Growth, Tid Intersection, and Prefix Tree , 2002, Australian Joint Conference on Artificial Intelligence.
[94] Le Gruenwald,et al. Estimating Missing Values in Related Sensor Data Streams , 2005, COMAD.
[95] Carlos Ordonez,et al. Discovering Interesting Association Rules in Medical Data , 2000, ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery.
[96] Wei Hong,et al. Model-Driven Data Acquisition in Sensor Networks , 2004, VLDB.
[97] K. Römer. Temporal Message Ordering in Wireless Sensor Networks , 2002 .
[98] Jennifer Widom,et al. Adaptive filters for continuous queries over distributed data streams , 2003, SIGMOD '03.
[99] Aleksandar Milenkovic,et al. Wireless sensor networks for personal health monitoring: Issues and an implementation , 2006, Comput. Commun..