Author Publications

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Jump to: 2013 | 2012 | 2010 | 2009 | 2008 | 2007 | 2006
Number of items: 17.

2013

Zhang, Yang and Meratnia, Nirvana and Havinga, Paul J.M. (2013) Distributed online outlier detection in wireless sensor networks using ellipsoidal support vector machine. Ad hoc networks, 11 (3). pp. 1062-1074. ISSN 1570-8705

2012

Taghikhaki, Zahra and Meratnia, N. and Zhang, Y. and Havinga, P.J.M. (2012) QoS-Aware Chain-based Data Aggregation in Cooperating Vehicular Communication Networks and Wireless Sensor Networks. In: Roadside Networks for Vehicular Communications: Architectures, Applications, and Test Fields. IGI Global, Hershey, PA, USA, pp. 169-190. ISBN 9781466622234

Zhang, Y. and Hamm, N.A.S. and Meratnia, N. and Stein, A. and Voort, M. van de and Havinga, P.J.M. (2012) Statistics-based outlier detection for wireless sensor networks. International Journal of Geographical Information Science, 26 . ISSN 1365-8816

2010

Zhang, Yang (2010) Observing the unobservable : distributed online outlier detection in wireless sensor networks. thesis.

Zhang, Yang and Meratnia, Nirvana and Havinga, Paul (2010) Outlier detection techniques for wireless sensor networks: A survey. IEEE Communications Survey & Tutorials, 12 (2). pp. 159-170. ISSN 1553-877X

Zhang, Yang and Meratnia, Nirvana and Havinga, Paul J.M. (2010) Ensuring high sensor data quality through use of online outlier detection techniques. International Journal of Sensor Networks, 7 (3). pp. 141-151. ISSN 1748-1287

2009

Bahrepour, Majid and Zhang, Yang and Meratnia, Nirvana and Havinga, Paul J.M. (2009) Use of Event Detection Approaches for Outlier Detection in Wireless Sensor Networks. In: Symposium on Theoretical and Practical Aspects of Large-scale Wireless Sensor Networks, The 5th International Conference on Intelligent Sensors, Sensor Networks and Information Processing, ISSNIP, 7-10 Dec 2009, Melbourne, Australia (pp. pp. 439-444). (In Press)

Zhang, Yang and Meratnia, N. and Havinga, P.J.M. (2009) Adaptive and Online One-Class Support Vector Machine-based Outlier Detection Techniques for Wireless Sensor Networks. In: Proceedings of the IEEE 23rd International Conference on Advanced Information Networking and Applications Workshops/Symposia, 26-29 May 2009, Bradford, United Kingdom (pp. pp. 990-995).

Zhang, Yang and Meratnia, N. and Havinga, P.J.M. (2009) Hyperellipsoidal SVM-Based Outlier Detection Technique for Geosensor Networks. In: Third International Conference on Geosensor Networks, 13-14 July 2009, Oxford, UK (pp. pp. 31-41).

Zhang, Yang and Meratnia, Nirvana and Havinga, Paul (2009) Why General Outlier Detection Techniques Do Not Suffice For Wireless Sensor Networks? In: Intelligent Techniques for Warehousing and Mining Sensor Network Data. IGI Global. ISBN 9781605663289

2008

Zhang, Yang and Meratnia, N. and Havinga, P.J.M. (2008) An Online Outlier Detection Technique for Wireless Sensor Networks using Unsupervised Quarter-Sphere Support Vector Machine. In: Fourth International Conference on Intelligent Sensors, Sensor Networks and Information Processing, ISSNIP 2008, 15-18 Dec 2008, Sydney, Australia (pp. pp. 151-156).

Zhang, Yang and Meratnia, N. and Havinga, P.J.M. (2008) Outlier Detection Techniques For Wireless Sensor Networks: A Survey. [Report]

Zhang, Yang and Meratnia, N. and Havinga, P.J.M. (2008) An Online Outlier Detection Technique for Wireless Sensor Networks. In: Third IEEE European Conference on Smart Sensing and Context, EuroSSC 2008, 29-31 October 2008, Zurich, Switzerland (pp. pp. 25-26).

2007

Chatterjea, Supriyo and Nieberg, Tim and Zhang, Yang and Havinga, Paul (2007) Energy-Efficient Data Acquisition Using a Distributed and Self-organizing Scheduling Algorithm for Wireless Sensor Networks. In: Third IEEE International Conference on Distributed Computing in Sensor Systems, DCOSS 2007, June 18-20, 2007, Santa Fe, NM, USA (pp. pp. 368-385).

Zhang, Yang and Meratnia, N. and Havinga, P.J.M. (2007) A taxonomy framework for unsupervised outlier detection techniques for multi-type data sets. [Report]

Zhang, Yang and Chatterjea, Supriyo and Havinga, Paul (2007) Experiences with Implementing a Distributed and Self-Organizing Scheduling Algorithm for Energy-Efficient Data Gathering on a Real-Life Sensor Network Platform. In: IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks, WoWMoM, 18-21 June 2007, Espoo, Finland (pp. pp. 1-5).

2006

Zhang, Yang and Wu, Jian and Havinga, P.J.M. (2006) Implementation of an On-Demand Routing Protocol for Wireless Sensor Networks. In: 13th International Conference on Telecommunications, ICT 2006, 9-12 May 2006, Funchal, Madeira Island, Portugal (pp. pp. 1-4).

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