surv-anom-det-wsn/References.bib

@article{chandola2009,
  author  = {Chandola V. and Banerjee A. and Kumar V.},
  title   = {Anomaly Detection: A Survey},
  journal = {ACM Comput. Surv.},
  pages   = {1-58},
  number  = {41(3)},
  year    = {2009},
  doi     = {10.1145/1541880.1541882}
}
@article{bosman2017,
  author  = {Hedde HWJ Bosman and Giovanni Iacca and Arturo Tejada and Heinrich J Wörtche and Antonio Liotta},
  title   = {Spatiala nomaly detection in sensor networks using neighborhood information},
  journal = {Information Fusion},
  pages   = {41-56},
  volume  = {33},
  year    = {2017},
  doi     = {10.1016/j.inffus.2016.04.007}
}
@article{rajasegarar2010,
  author  = {Sutharshan Rajasegarar and Christopher Leckie and James C. Bezdek and Marimuthu Palaniswami},
  journal = {IEEE transactions on information forensics and security},
  number  = {3},
  volume  = {4},
  title   = {Centered Hyperspherical and HyperellipsoidalOne-Class Support Vector Machines for AnomalyDetection in Sensor Networks},
  year    = {2010},
  pages   = {518-533}
}
@article{rajasegarar2008,
  author          = {Sutharshan Rajasegarar and Christopher Leckie and Marimuthu Palaniswam},
  title           = {Anomaly detection in wireless sensor networks},
  journal         = {IEEE Wireless Communications},
  volume          = {},
  number          = {},
  year            = {2008}
}
@article{wang2006,
  author  = {Defeng Wang and Daniel S. Yeung and Eric C.C. Tsang},
  journal = {IEEE transactions on systems, man, and cybernetics - Part B: cybernetics},
  title   = {Structured One-Class Classification},
  volume  = {36},
  number  = {6},
  year    = {2006},
  pages   = {1283-1295}
}
@article{laskov2004,
  author          = {P. Laskov and C. Schäfer and I. Kotenko and K.-R. Müller},
  title           = {Intrusion Detection in Unlabeled Data with Quarter-sphere Support Vector Machines},
  journal         = {Proc. Detectionof Intrusions and Malware \& Vulnerability Assessment},
  volume          = {27},
  number          = {4},
  year            = {2006},
  pages           = {228-236}
}
@article{shahid2012a,
  author          = {Nauman Shahid and Ijaz Haider Naqvi and Saad Bin Qaisar},
  title           = {Quarter-Sphere SVM: Attribute andSpatio-Temporal Correlations based Outlier \& Event Detection in Wireless Sensor Networks},
  journal         = {IEEE Wireless Communications and Networking Conference: Mobile and Wireless Networks},
  year            = {2012},
  doi             = {10.1109/WCNC.2012.6214127}
}
@article{shahid2012b,
  author          = {Nauman Shahid and Ijaz Haider Naqvi and Saad Bin Qaisar},
  title           = {Real Time Energy Efficient Approach to Outlier \& Event Detection in Wireless Sensor Networks},
  journal         = {IEEE International Conference on Communication Systems (ICCS)},
  year            = {2012},
  doi             = {10.1109/ICCS.2012.6406130}
}
@article{ali2015,
  author          = {K. Ali and T. Anwaro and I. H. Naqvi and M. H. Jafry},
  title           = {Composite Event Detection and Identification for WSNs using General Hebbian Algorithm},
  journal         = {IEEE ICC 2015 - Ad-hoc and Sensor Networking Symposium},
  year            = {2015}
}
@article{mcdonald2013,
  author          = {Dylan McDonald and Stewart Sanchez and Sanjay Madria and Fikret Ercal},
  title           = {A Survey of Methods for Finding Outliers in Wireless Sensor Networks},
  journal         = {Journal of Network and Systems Management},
  volume          = {23},
  year            = {2015},
  pages           = {153-182}
}
@article{sheng2007,
  author          = {Bo Sheng and Qun Li and Weizhen Mao and Wen Jin},
  title           = {Outlier Detection in Sensor Networks},
  journal         = {MobiHoc '07: Proceedings of the 8th ACM international symposium on Mobile ad hoc networking and computing},
  year            = {2007},
  doi             = {10.1145/1288107.1288137}
}
@article{böhm2008,
  author          = {Christian Böhm and Christos Faloutsos and Claudia Plant},
  title           = {Outlier-robust Clustering using Independent Components},
  journal         = {SIGMOD '08: Proceedings of the 2008 ACM SIGMOD international conference on Management of data},
  year            = {2008},
  doi             = {10.1145/1376616.1376638}
}
@article{papadimitriou2003,
  author          = {Spiros Papadimitriou and Hiroyuki Kitagawa and Phillip B. Gibbons and Christos Faloutsos},
  title           = {LOCI: Fast Outlier DetectionUsing the Local Correlation Integral},
  journal         = {Proceedings 19th International Conference on Data Engineering},
  year            = {March 2003},
  doi             = {10.1109/ICDE.2003.1260802}
}
@article{breuning2000,
  author          = {Markus M. Breunig and Hans-Peter Kriegel and Raymond T. Ng and Jörg Sander},
  title           = {LOF: Identifying Density-Based Local Outliers},
  journal         = {Proc. ACM SIGMOD 2000 Int. Conf. On Management of Data},
  year            = {2000}
}
@article{oreilly2014,
  author          = {Colin O'Reilly and Alexander Gluhak and Muhammad Ali Imran and Sutharshan Rajasegarar},
  title           = {Anomaly Detection in Wireless Sensor Networks in a Non-Stationary Environment},
  journal         = {IEEE Communications Surveys \& Tutorials},
  volume          = {16},
  number          = {3},
  year            = {2014},
  pages           = {1413 - 1432},
  doi             = {10.1109/SURV.2013.112813.00168}
}
@article{oreilly2016,
  author          = {Colin O’Reilly and Alexander Gluhak and Muhammad Ali Imran},
  title           = {Distributed Anomaly Detection using Minimum Volume Elliptical Principal Component Analysis},
  journal         = {IEEE Transactions on Knowledge and Data Engineering},
  volume          = {28},
  number          = {9},
  year            = {2016},
  doi             = {10.1109/TKDE.2016.2555804}
}
@article{shilton2020,
  author          = {Alistair Shilton and Sutharshan Rajasegarar and Marimuthu Palaniswami},
  title           = {Multiclass Anomaly Detector: the CS++ Support VectorMachine},
  journal         = {Journal of Machine Learning Research},
  volume          = {21},
  number          = {213},
  year            = {2020},
  pages           = {1-39}
}