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E-raamat: Advances in Intelligent Data Analysis IX: 9th International Symposium, IDA 2010, Tucson, AZ, USA, May 19-21, 2010, Proceedings

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The background to IDA 2010, the 9th International Symposium on Intelligent DataAnalysis(IDA),is ratherunusual. Previously,thesymposiawereheldbi- nially at European venues. Over this time, the IDA Symposium had established an identity, a dedicated group of Program Committee members, and a regular audience. However, this success had come at a cost to the original ambitions for the symposium - concerned with interfacing AI, statistics and computer science for important and di cult real-world data analysis problems - being comp- mised in favor of more standard data mining content. IDA 2010 was organized explicitly to re-align the IDA Symposia series with a set of objectives evolved from the original ambitions. This should be construed not as a criticism of r- tine data mining research but rather as an admission that the IDA symposium had taken the path of least resistance with respect to the call for papers and the reviewing process. This is the proceedings volume of IDA 2010, a special event held only a year after the eighth symposium in an attempt to revitalize the area of IDA. There were two major changes compared to previous symposia. First, the Call for - pers (CfP) was completely rewritten, placing great emphasis on algorithms and systems thatsupportmodelling andanalysisofcomplex real-worldsystems. - reover, the CfP explicitly discouraged submissions that might be characterized as "incrementaladvances indata mining algorithms. "Second, the reviewing- chanism was extended to include a "senior ProgrammeCommittee," in response to perceived shortcomings in the existing reviewing process.
Changing the Focus of the IDA Symposium
1(5)
Niall M. Adams
Paul R. Cohen
Michael R. Berthold
Invited Papers
Graph Identification (Extended Abstract)
6(2)
Lise Getoor
Intelligent Data Analysis of Intelligent Systems
8(10)
David C. Krakauer
Jessica C. Flack
Simon Dedeo
Doyne Farmer
Daniel Rockmore
Selected Contributions
Measurement and Dynamical Analysis of Computer Performance Data
18(12)
Zachary Alexander
Todd Mytkowicz
Amer Diwan
Elizabeth Bradley
Recursive Sequence Mining to Discover Named Entity Relations
30(12)
Peggy Cellier
Thierry Charnois
Marc Plantevit
Bruno Cremilleux
Integration and Dissemination of Citizen Reported and Seismically Derived Earthquake Information via Social Network Technologies
42(12)
Michelle Guy
Paul Earle
Chris Ostrum
Kenny Gruchalla
Scott Horvath
Detecting Leukaemia (AML) Blood Cells Using Cellular Automata and Heuristic Search
54(13)
Waidah Ismail
Rosline Hassan
Stephen Swift
Oracle Coached Decision Trees and Lists
67(12)
Ulf Johansson
Cecilia Sonstrod
Tuve Lofstrom
Statistical Modelling for Data from Experiments with Short Hairpin RNAs
79(12)
Frank Klawonn
Torsten Wustefeld
Lars Zender
InfraWatch: Data Management of Large Systems for Monitoring Infrastructural Performance
91(12)
Arno Knobbe
Hendrik Blocked
Arne Koopman
Toon Calders
Bas Obladen
Carlos Bosma
Hessel Galenkamp
Eddy Koenders
Joost Kok
Deterministic Finite Automata in the Detection of EEG Spikes and Seizures
103(11)
Rory A. Lewis
Doron Shmueli
Andrew M. White
Bipartite Graphs for Monitoring Clusters Transitions
114(11)
Marcia Oliveira
Joao Gama
Data Mining for Modeling Chiller Systems in Data Centers
125(12)
Debprakash Patnaik
Manish Marwah
Ratnesh K. Sharma
Naren Ramakrishnan
The Applications of Artificial Neural Networks in the Identification of Quantitative Structure-Activity Relationships for Chemotherapeutic Drug Carcinogenicity
137(10)
Alexander C. Priest
Alexander J. Williamson
Hugh M. Cartwright
Image Approach towards Document Mining in Neuroscientific Publications
147(12)
Jayaprakash Rajasekharan
Ulrike Scharfenberger
Nicolau Goncalves
Ricardo Vigario
Similarity Kernels for Nearest Neighbor-Based Outlier Detection
159(12)
Ruben Ramirez-Padron
David Foregger
Julie Manuel
Michael Georgiopoulos
Boris Mederos
End-to-End Support for Dating Paleolandforms
171(13)
Laura Rassbach
Ken Anderson
Liz Bradley
Chris Zweck
Marek Zreda
Spatial Variable Importance Assessment for Yield Prediction in Precision Agriculture
184(12)
Georg Ruß
Alexander Brenning
Selecting the Links in BisoNets Generated from Document Collections
196(12)
Marc Segond
Christian Borgelt
Novelty Detection in Projected Spaces for Structural Health Monitoring
208(12)
Janne Toivola
Miguel A. Prada
Jaakko Hollmen
A Framework for Path-Oriented Network Simplification
220(12)
Hannu Toivonen
Sebastien Mahler
Fang Zhou
A Data-Driven Paradigm to Understand Multimodal Communication in Human-Human and Human-Robot Interaction
232(13)
Chen Yu
Thomas G. Smith
Shohei Hidaka
Matthias Scheutz
Linda B. Smith
Using CAPTCHAs to Index Cultural Artifacts
245(14)
Qiang Zhu
Eamonn Keogh
Author Index 259