Advances in intelligent data analysis IX : 9th international symposium, IDA 2010, Tucson, AZ, USA, May 19-21, 2010 : proceedings / Paul R. Cohen, Niall M. Adams, Michael R. Berthold (eds.).
Contributor(s): Cohen, Paul R | Adams, Niall M | Berthold, M. (Michael)Material type: TextSeries: SerienbezeichnungLecture notes in computer science: 6065.; LNCS sublibrary: Publisher: Berlin ; New York : Springer, ©2010Description: 1 online resource (xiii, 260 pages) : illustrationsContent type: text Media type: computer Carrier type: online resourceISBN: 9783642130625; 3642130623Subject(s): Mathematical statistics -- Congresses | Mathematical statistics -- Data processing -- Congresses | Expert systems (Computer science) | Computing Methodologies | Data Interpretation, Statistical | Statistique mathématique -- Informatique -- Congrès | Systèmes experts (Informatique) | Expert systems (Computer science) | Mathematical statistics | Mathematical statistics -- Data processing | Informatique | Expert systems (Computer science) | Mathematical statistics | Mathematical statistics -- Data processingGenre/Form: Congress. | Electronic books. | Conference papers and proceedings. Additional physical formats: Print version:: Advances in intelligent data analysis IX.DDC classification: 519.5 LOC classification: QA276.A1 | I28 2010Other classification: TP274-1 Online resources: Click here to access online
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Includes bibliographical references and index.
Annotation This book constitutes the refereed proceedings of the 9th International Conference on Intelligent Data Analysis, IDA 2010, held in Tucson, AZ, USA in May 2010. The 21 revised papers presented together with 2 invited papers were carefully reviewed and selected from more than 40 submissions. All current aspects of intelligent data analysis are addressed, particularly intelligent support for modeling and analyzing complex, dynamical systems. Topics covered are end-to-end software systems; modeling complex systems such as gene regulatory networks, economic systems, ecological systems, resources such as water, and dynamical social systems such as online communities; and robustness, scaling properties and other usability issues.
Changing the focus of the IDA symposium / Niall M. Adams, Paul R. Cohen, and Michael R. Berthold -- Invited papers. Graph identification (extended abstract) / Lise Getoor -- Intelligent data analysis of intelligent systems / David C. Krakauer, Jessica C. Flack, Simon Dedeo, Doyne Farmer, and Daniel Rockmore -- Selected contributions. Measurement and dynamical analysis of computer performance data / Zachary Alexander, Todd Mytkowicz, Amer Diwan, and Elizabeth Bradley -- Recursive sequence mining to discover named entity relations / Peggy Cellier, Thierry Charnois, Marc Plantevit, and Bruno Crémilleux -- Integration and dissemination of citizen reported and seismically derived earthquake information via social network technologies / Michelle Guy, Paul Earle, Chris Ostrum, Kenny Gruchalla, and Scott Horvath -- Detecting leukaemia (AML) blood cells using cellular automata and heuristic search / Waidah Ismail, Rosline Hassan, and Stephen Swift -- Oracle coached decision trees and lists / Ulf Johansson, Cecilia Sönströd, and Tuve Löfström -- Statistical modelling for data from experiments with short hairpin RNAs / Frank Klawonn, Torsten Wustefeld, and Lars Zender -- InfraWatch : data management of large systems for monitoring infrastructural performance / Arno Knobble, Hendrik Blockeel, Arne Koopman, Toon Calders, Bas Obladen, Carlos Bosma, Hessel Galenkamp, Eddy Koenders, and Joost Kok -- Deterministic finite automata in the detection of EEG spikes and seizures / Rory A. Lewis, Doron Shmueli, and Andrew M. White -- Bipartite graphs for monitoring clusters transitions / Marcia Oliveira and João Gama -- Data mining for modeling chiller systems in data centers / Debprakash Patnaik, Manish Marwah, Retnesh K. Sharma, and Naren Ramakrishnan -- The applications of artificial neural networks in the identification of quantitative structure-activity relationships for chemotherapeutic drug carcinogenicity / Alexander C. Priest, Alexander J. Williamson, and Hugh M. Cartwright -- Image approach towards document mining in neuroscientific publications / Jayaprakash Rajasekharan, Ulrike Scharfenberger, Nicolau Gonçalves, and Ricardo Vigário -- Similarity kernels for nearest neighbor-based outlier detection / Ruben Ramirez-Padron, David Foregger, Julie Manuel, Michael Georgiopoulos, and Boris Mederos -- End-to-end support for dating paleolandforms / Laura Rassbach, Ken Anderson, Liz Bradley, Chris Zweck, and Marek Zreda -- Spatial variable importance assessment for yield prediction in precision agriculture / Georg Ruß and Alexander Brenning -- Selecting the links in BisoNets generated from document collections / Marc Segond and Christian Borgelt -- Novelty detection in projected spaces for structural health monitoring / Janne Toivola, Miguel A. Prada, and Jaakko Hollmén -- A framework for path-oriented network simplification / Hannu Toivonen, Sébastien Mahler, and Fang Zhou -- A data-driven paradigm to understand multimodal communication in human-human and human-robot interaction / Chen Yu, Thomas G. Smith, Shohei Hidaka, Matthias Scheutz, and Linda B. Smith -- Using CAPTCHAs to index cultural artifacts / Qiang Zhu and Eamonn Keogh.
Print version record.