Information Fusion, Volume 9

Volume 9, Number 1, January 2008

Special Issue on Applications of Ensemble Methods

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  Belur V. Dasarathy:
  A special issue on applications of ensemble methods. 1
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  Nikunj C. Oza, Kagan Tumer:
  Applications of ensemble methods. 2-3
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  Nikunj C. Oza, Kagan Tumer:
  Classifier ensembles: Select real-world applications. 4-20
• 
  Jaakko Suutala, Juha Röning:
  Methods for person identification on a pressure-sensitive floor: Experiments with multiple classifiers and reject option. 21-40
• 
  Mohammad Assaad, Romuald Boné, Hubert Cardot:
  A new boosting algorithm for improved time-series forecasting with recurrent neural networks. 41-55
• 
  Alexey Tsymbal, Mykola Pechenizkiy, Padraig Cunningham, Seppo Puuronen:
  Dynamic integration of classifiers for handling concept drift. 56-68
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  Giorgio Giacinto, Roberto Perdisci, Mauro Del Rio, Fabio Roli:
  Intrusion detection in computer networks by a modular ensemble of one-class classifiers. 69-82
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  Robi Polikar, Apostolos Topalis, Devi Parikh, Deborah Green, Jennifer Frymiare, John Kounios, Christopher M. Clark:
  An ensemble based data fusion approach for early diagnosis of Alzheimer's disease. 83-95
• 
  João B. D. Cabrera, Carlos Gutiérrez, Raman K. Mehra:
  Ensemble methods for anomaly detection and distributed intrusion detection in Mobile Ad-Hoc Networks. 96-119
• 
  Larry Shoemaker, Robert E. Banfield, Lawrence O. Hall, Kevin W. Bowyer, W. Philip Kegelmeyer:
  Using classifier ensembles to label spatially disjoint data. 120-133

Volume 9, Number 2, April 2008

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  Belur V. Dasarathy:
  Editorial recognition of another milestone. 141
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  Aureli Soria-Frisch, Mario Köppen:
  Image enhancement through intelligent localized fusion operators in the automated visual inspection of highly reflective surfaces. 142-155
• 
  Cui Yang, Jian-Qi Zhang, Xiao-Rui Wang, Xin Liu:
  A novel similarity based quality metric for image fusion. 156-160
• 
  Yin Chen, Zhiyun Xue, Rick S. Blum:
  Theoretical analysis of an information-based quality measure for image fusion. 161-175
• 
  Zhaobin Wang, Yide Ma:
  Medical image fusion using m-PCNN. 176-185
• 
  Yufeng Zheng, Edward A. Essock:
  A local-coloring method for night-vision colorization utilizing image analysis and fusion. 186-199
• 
  Richa Singh, Mayank Vatsa, Afzel Noore:
  Hierarchical fusion of multi-spectral face images for improved recognition performance. 200-210
• 
  Lionel Valet, Emmanuel Ramasso, Sylvie Teyssier:
  Quality evaluation of insulating parts by fusion of classifiers issued from tomographic images. 211-222
• 
  Zengyou He, Xiaofei Xu, Shengchun Deng:
  k-ANMI: A mutual information based clustering algorithm for categorical data. 223-233
• 
  Yann Lemeret, Eric Lefevre, Daniel Jolly:
  Improvement of an association algorithm for obstacle tracking. 234-245
• 
  David Mercier, Benjamin Quost, Thierry Denoeux:
  Refined modeling of sensor reliability in the belief function framework using contextual discounting. 246-258
• 
  Simon Maskell:
  A Bayesian approach to fusing uncertain, imprecise and conflicting information. 259-277
• 
  V. Phan-Luong:
  A framework for integrating information sources under lattice structure. 278-292
• 
  Shu-Li Sun:
  Multi-sensor optimal fusion fixed-interval Kalman smoothers. 293-299
• 
  Zi-Li Deng, Yuan Gao, Gui-Li Tao:
  Reduced-order steady-state descriptor Kalman fuser weighted by block-diagonal matrices. 300-309
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  Zeshui Xu:
  Dependent uncertain ordered weighted aggregation operators. 310-316
• 
  Branko Ristic, Ajith Gunatilaka:
  Information driven localisation of a radiological point source. 317-326

Volume 9, Number 3, July 2008

Editorial

• 
  Belur V. Dasarathy:
  A special issue on distributed sensor networks. 329

Guest Editorial

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  Pratik K. Biswas, Sajid Hussain:
  Special issue on information fusion in distributed sensor networks. 330-331

Regular papers

• 
  Hitha Alex, Mohan Kumar, Behrooz A. Shirazi:
  MidFusion: An adaptive middleware for information fusion in sensor network applications. 332-343
• 
  Lior Cohen, Gil Avrahami-Bakish, Mark Last, Abraham Kandel, Oscar Kipersztok:
  Real-time data mining of non-stationary data streams from sensor networks. 344-353
• 
  Yujie Zhu, Ramanuja Vedantham, Seung-Jong Park, Raghupathy Sivakumar:
  A scalable correlation aware aggregation strategy for wireless sensor networks. 354-369
• 
  Ming Hsiao Ko, Geoff A. W. West, Svetha Venkatesh, Mohan Kumar:
  Using dynamic time warping for online temporal fusion in multisensor systems. 370-388
• 
  Anirban Bag, Mostafa A. Bassiouni:
  Hotspot Preventing Routing algorithm for delay-sensitive applications of in vivo biomedical sensor networks. 389-398
• 
  Pratik K. Biswas, Hairong Qi, Yingyue Xu:
  Mobile-agent-based collaborative sensor fusion. 399-411
• 
  Joseph S. Gomes, Hyeong-Ah Choi:
  Adaptive optimization of join trees for multi-join queries over sensor streams. 412-424
• 
  Hui Qu, Stephen B. Wicker:
  Co-designed anchor-free localization and location-based routing algorithm for rapidly-deployed wireless sensor networks. 425-439

Volume 9, Number 4, October 2008

Editorial

• 
  Belur V. Dasarathy:
  A special issue on web information fusion. 443

Guest Editorial

• 
  Jingtao Yao, Vijay V. Raghavan, Zonghuan Wu:
  Web information fusion. 444-445

Regular papers

• 
  Jingtao Yao, Vijay V. Raghavan, Zonghuan Wu:
  Web information fusion: A review of the state of the art. 446-449
• 
  Xiang Feng, Francis C. M. Lau, Dianxun Shuai:
  The coordination generalized particle model - An evolutionary approach to multi-sensor fusion. 450-464
• 
  Khaled M. Hammouda, Mohamed S. Kamel:
  Distributed collaborative Web document clustering using cluster keyphrase summaries. 465-480
• 
  Eddie Johnston, Nicholas Kushmerick:
  Web Service aggregation with string distance ensembles and active probe selection. 481-500
• 
  Lean Yu, Wei Huang, Shouyang Wang, Kin Keung Lai:
  Web warehouse - a new web information fusion tool for web mining. 501-511
• 
  Jinguang Gu, Baowen Xu, Xinmeng Chen:
  An XML query rewriting mechanism with multiple ontologies integration based on complex semantic mapping. 512-522
• 
  Gilles Nachouki, Mohamed Quafafou:
  Multi-data source fusion. 523-537