Novel online data cleaning protocols for data streams in trajectory, Wireless Sensor Networks

[1]  B. R. Badrinath,et al.  Cleaning and querying noisy sensors , 2003, WSNA '03.

[2]  Graham Cormode,et al.  An improved data stream summary: the count-min sketch and its applications , 2004, J. Algorithms.

[3]  David A. Maltz,et al.  Dynamic Source Routing in Ad Hoc Wireless Networks , 1994, Mobidata.

[4]  RewieÅ ski,et al.  A trajectory piecewise-linear approach to model order reduction of nonlinear dynamical systems , 2003 .

[5]  Ryan Newton,et al.  The pothole patrol: using a mobile sensor network for road surface monitoring , 2008, MobiSys '08.

[6]  Stefano Spaccapietra,et al.  SeMiTri: a framework for semantic annotation of heterogeneous trajectories , 2011, EDBT/ICDT '11.

[7]  Samuel Madden,et al.  Continuously adaptive continuous queries over streams , 2002, SIGMOD '02.

[8]  Ian F. Akyildiz,et al.  Energy efficiency based packet size optimization in wireless sensor networks , 2003, Proceedings of the First IEEE International Workshop on Sensor Network Protocols and Applications, 2003..

[9]  Jae-Gil Lee,et al.  Trajectory Outlier Detection: A Partition-and-Detect Framework , 2008, 2008 IEEE 24th International Conference on Data Engineering.

[10]  Sangkyum Kim,et al.  ROAM: Rule- and Motif-Based Anomaly Detection in Massive Moving Object Data Sets , 2007, SDM.

[11]  Liviu Iftode,et al.  Mobile Virtual Sensors: A Scalable Programming and Execution Framework for Smart Surveillance (Position Paper) , 2008 .

[12]  Niki Pissinou,et al.  Modeling cooperative, selfish and malicious behaviors for Trajectory Privacy Preservation using Bayesian game theory , 2013, 38th Annual IEEE Conference on Local Computer Networks.

[13]  Daniel J. Abadi,et al.  An Integration Framework for Sensor Networks and Data Stream Management Systems , 2004, VLDB.

[14]  Jennifer Widom,et al.  STREAM: the stanford stream data manager (demonstration description) , 2003, SIGMOD '03.

[15]  Ugo Buy,et al.  Trajectory Data Reduction in Wireless Sensor Networks , 2010, Int. J. Next Gener. Comput..

[16]  James F. Allen Maintaining knowledge about temporal intervals , 1983, CACM.

[17]  Hao Zhu,et al.  On Peer-to-Peer Location Management in Vehicular Ad Hoc Networks , 2009, Int. J. Interdiscip. Telecommun. Netw..

[18]  Shuai Ma,et al.  Improving Data Quality: Consistency and Accuracy , 2007, VLDB.

[19]  Tracy Camp,et al.  A survey of mobility models for ad hoc network research , 2002, Wirel. Commun. Mob. Comput..

[20]  Jae-Gil Lee,et al.  TraClass: trajectory classification using hierarchical region-based and trajectory-based clustering , 2008, Proc. VLDB Endow..

[21]  Martin E. Hellman,et al.  Hiding information and signatures in trapdoor knapsacks , 1978, IEEE Trans. Inf. Theory.

[22]  Kay Römer,et al.  An Adaptive Strategy for Quality-Based Data Reduction in Wireless Sensor Networks , 2006 .

[23]  Calton Pu,et al.  Continual Queries for Internet Scale Event-Driven Information Delivery , 1999, IEEE Trans. Knowl. Data Eng..

[24]  Yang Zhang,et al.  CarTel: a distributed mobile sensor computing system , 2006, SenSys '06.

[25]  W. B. Johnson,et al.  Extensions of Lipschitz mappings into Hilbert space , 1984 .

[26]  Niki Pissinou,et al.  Sketch-based data recovery in sensor data streams , 2013, 2013 19th IEEE International Conference on Networks (ICON).

[27]  Christine Julien,et al.  Virtual sensors: abstracting data from physical sensors , 2006, 2006 International Symposium on a World of Wireless, Mobile and Multimedia Networks(WoWMoM'06).

[28]  Ralf Hartmut Güting,et al.  Moving Objects Databases , 2005 .

[29]  Panos Vassiliadis,et al.  ARKTOS: A Tool For Data Cleaning and Transformation in Data Warehouse Environments , 2000, IEEE Data Eng. Bull..

[30]  Dennis Shasha,et al.  StatStream: Statistical Monitoring of Thousands of Data Streams in Real Time , 2002, VLDB.

[31]  Qi Han,et al.  Virtual Sensor Networks - A Resource Efficient Approach for Concurrent Applications , 2007, Fourth International Conference on Information Technology (ITNG'07).

[32]  Anna Monreale,et al.  WhereNext: a location predictor on trajectory pattern mining , 2009, KDD.

[33]  Jennifer Widom,et al.  Estimating Data Stream Quality for Object-Detection Applications , 2005 .

[34]  Renée J. Miller,et al.  Clean Answers over Dirty Databases: A Probabilistic Approach , 2006, 22nd International Conference on Data Engineering (ICDE'06).

[35]  Graham Cormode,et al.  Approximate continuous querying over distributed streams , 2008, TODS.

[36]  Gustavo Alonso,et al.  A Pipelined Framework for Online Cleaning of Sensor Data Streams , 2006, 22nd International Conference on Data Engineering (ICDE'06).

[37]  Francesco Bonchi,et al.  Never Walk Alone: Uncertainty for Anonymity in Moving Objects Databases , 2008, 2008 IEEE 24th International Conference on Data Engineering.

[38]  Niki Pissinou,et al.  Virtual Sensor for Mobile Sensor Data Cleaning , 2010, 2010 IEEE Global Telecommunications Conference GLOBECOM 2010.

[39]  Deng Pan,et al.  Hiding trajectory on the fly , 2012, 2012 IEEE International Conference on Communications (ICC).

[40]  Ling Huang,et al.  Communication-Efficient Tracking of Distributed Cumulative Triggers , 2007, 27th International Conference on Distributed Computing Systems (ICDCS '07).

[41]  Xike Xie,et al.  Cleaning uncertain data with quality guarantees , 2008, Proc. VLDB Endow..

[42]  Lei Chen,et al.  A Weighted Moving Average-based Approach for Cleaning Sensor Data , 2007, 27th International Conference on Distributed Computing Systems (ICDCS '07).

[43]  Niki Pissinou,et al.  Estimated replication of data in wireless sensor networks , 2008, 2008 3rd International Conference on Communication Systems Software and Middleware and Workshops (COMSWARE '08).

[44]  Sumit Ganguly,et al.  Estimating Entropy over Data Streams , 2006, ESA.

[45]  Dimitrios Gunopulos,et al.  Online outlier detection in sensor data using non-parametric models , 2006, VLDB.

[46]  András A. Benczúr,et al.  To randomize or not to randomize: space optimal summaries for hyperlink analysis , 2006, WWW '06.

[47]  Charu C. Aggarwal An intuitive framework for understanding changes in evolving data streams , 2002, Proceedings 18th International Conference on Data Engineering.

[48]  S. L. Harris,et al.  Fundamentals of Digital Signal Processing Using MATLAB , 2004 .

[49]  Minos N. Garofalakis,et al.  Adaptive cleaning for RFID data streams , 2006, VLDB.

[50]  Wei Hong,et al.  Model-Driven Data Acquisition in Sensor Networks , 2004, VLDB.

[51]  S. Haykin,et al.  Adaptive Filter Theory , 1986 .

[52]  Nils Aschenbruck,et al.  Synthetic map-based mobility traces for the performance evaluation in opportunistic networks , 2010, MobiOpp '10.

[53]  Zhixian Yan,et al.  Towards Semantic Trajectory Data Analysis: A Conceptual and Computational Approach , 2009, VLDB PhD Workshop.

[54]  Bernhard Nebel,et al.  Qualitative Spatio-Temporal Reasoning with RCC-8 and Allen's Interval Calculus: Computational Complexity , 2002, ECAI.

[55]  Alfredo Petrosino,et al.  A Neuro-fuzzy Approach for Sensor Network Data Cleaning , 2007, KES.

[56]  Dennis Shasha,et al.  Declarative Data Cleaning: Language, Model, and Algorithms , 2001, VLDB.

[57]  Goce Trajcevski,et al.  Uncertainty in Spatial Trajectories , 2011, Computing with Spatial Trajectories.

[58]  Roberto Tamassia,et al.  Continuous probabilistic nearest-neighbor queries for uncertain trajectories , 2009, EDBT '09.

[59]  Samuel Madden,et al.  PAQ: Time Series Forecasting for Approximate Query Answering in Sensor Networks , 2006, EWSN.

[60]  Dawei Liu,et al.  Efficient anomaly monitoring over moving object trajectory streams , 2009, KDD.

[61]  Deng Pan,et al.  Belief-based cleaning in trajectory sensor streams , 2012, 2012 IEEE International Conference on Communications (ICC).

[62]  Hao Wang,et al.  bSpace: A Data Cleaning Approach for RFID Data Streams Based on Virtual Spatial Granularity , 2009, 2009 Ninth International Conference on Hybrid Intelligent Systems.

[63]  Michal Rewienski,et al.  A trajectory piecewise-linear approach to model order reduction of nonlinear dynamical systems , 2003 .

[64]  Jiawei Han,et al.  Cost-Conscious Cleaning of Massive RFID Data Sets , 2007, 2007 IEEE 23rd International Conference on Data Engineering.

[65]  Anna Liu,et al.  PODS: a new model and processing algorithms for uncertain data streams , 2010, SIGMOD Conference.

[66]  Sunil Prabhakar,et al.  ERACER: a database approach for statistical inference and data cleaning , 2010, SIGMOD Conference.

[67]  David J. DeWitt,et al.  NiagaraCQ: a scalable continuous query system for Internet databases , 2000, SIGMOD '00.

[68]  Nader F. Mir,et al.  An Efficient Inter-Domain Routing in Wireless Mesh Networks , 2010 .

[69]  Piotr Indyk,et al.  Better algorithms for high-dimensional proximity problems via asymmetric embeddings , 2003, SODA '03.

[70]  Beng Chin Ooi,et al.  Effective Density Queries on ContinuouslyMoving Objects , 2006, 22nd International Conference on Data Engineering (ICDE'06).

[71]  Geoff Hulten,et al.  Mining high-speed data streams , 2000, KDD '00.

[72]  Nima Nikzad,et al.  Model-driven adaptive wireless sensing for environmental healthcare feedback systems , 2012, 2012 IEEE International Conference on Communications (ICC).

[73]  Dan Suciu,et al.  Towards correcting input data errors probabilistically using integrity constraints , 2006, MobiDE '06.

[74]  B. R. Badrinath,et al.  Context-Aware Sensors , 2004, EWSN.

[75]  Piotr Indyk,et al.  Identifying Representative Trends in Massive Time Series Data Sets Using Sketches , 2000, VLDB.