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
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  Jaakko Suutala, Juha Röning: Methods for person identification on a pressure-sensitive floor: Experiments with multiple classifiers and reject option. 21-40
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  Mohammad Assaad, Romuald Boné, Hubert Cardot: A new boosting algorithm for improved time-series forecasting with recurrent neural networks. 41-55
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  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
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  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
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  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
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  Cui Yang, Jian-Qi Zhang, Xiao-Rui Wang, Xin Liu: A novel similarity based quality metric for image fusion. 156-160
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  Yin Chen, Zhiyun Xue, Rick S. Blum: Theoretical analysis of an information-based quality measure for image fusion. 161-175
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  Zhaobin Wang, Yide Ma: Medical image fusion using m-PCNN. 176-185
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  Yufeng Zheng, Edward A. Essock: A local-coloring method for night-vision colorization utilizing image analysis and fusion. 186-199
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  Richa Singh, Mayank Vatsa, Afzel Noore: Hierarchical fusion of multi-spectral face images for improved recognition performance. 200-210
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  Lionel Valet, Emmanuel Ramasso, Sylvie Teyssier: Quality evaluation of insulating parts by fusion of classifiers issued from tomographic images. 211-222
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  Zengyou He, Xiaofei Xu, Shengchun Deng: k-ANMI: A mutual information based clustering algorithm for categorical data. 223-233
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  Yann Lemeret, Eric Lefevre, Daniel Jolly: Improvement of an association algorithm for obstacle tracking. 234-245
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  David Mercier, Benjamin Quost, Thierry Denoeux: Refined modeling of sensor reliability in the belief function framework using contextual discounting. 246-258
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  Simon Maskell: A Bayesian approach to fusing uncertain, imprecise and conflicting information. 259-277
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  V. Phan-Luong: A framework for integrating information sources under lattice structure. 278-292
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  Shu-Li Sun: Multi-sensor optimal fusion fixed-interval Kalman smoothers. 293-299
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  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
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  Branko Ristic, Ajith Gunatilaka: Information driven localisation of a radiological point source. 317-326

Volume 9, Number 3, July 2008

Editorial

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  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

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  Hitha Alex, Mohan Kumar, Behrooz Shirazi: MidFusion: An adaptive middleware for information fusion in sensor network applications. 332-343
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  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
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  Yujie Zhu, Ramanuja Vedantham, Seung-Jong Park, Raghupathy Sivakumar: A scalable correlation aware aggregation strategy for wireless sensor networks. 354-369
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  Ming Hsiao Ko, Geoff A. W. West, Svetha Venkatesh, Mohan Kumar: Using dynamic time warping for online temporal fusion in multisensor systems. 370-388
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  Anirban Bag, Mostafa A. Bassiouni: Hotspot Preventing Routing algorithm for delay-sensitive applications of in vivo biomedical sensor networks. 389-398
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  Pratik K. Biswas, Hairong Qi, Yingyue Xu: Mobile-agent-based collaborative sensor fusion. 399-411
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  Joseph S. Gomes, Hyeong-Ah Choi: Adaptive optimization of join trees for multi-join queries over sensor streams. 412-424
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  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

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

Guest Editorial

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

Regular papers

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