Program of IDA 2010
Invited speakers
The program of IDA 2010 will include invited talks by distinguished members of the intelligent data analysis community.
Lise Getoor is an Associate Professor
at the University of Maryland, College Park. She is well-known for work in
machine learning and reasoning under uncertainty and also done work in areas such as database
management, social network analysis and visual analytics. She has served
as senior PC or PC member on many major conferences including AAAI, ICML,
IJCAI, KDD, SIGMOD, UAI, VLDB, and WWW. She is an ACM Transactions on
Knowledge Discovery and Data Associate Editor, Journal of Artificial
Intelligence Research Associate Editor, and Machine Learning Journal
Action Editor, she is on the board of the International Machine Learning
Society, and she has served on the AAAI Council. She is a recipient of
an NSF Career Award, was a Microsoft New Faculty Fellow finalist and was
awarded a National Physical Sciences Consortium Fellowship.
She received her PhD from Stanford University and her Masters degree from University
of California, Berkeley.
David C. Krakauer is a professor at the Santa Fe Institute (SFI) and the Chair of the Faculty for the period 2009-2011.
General Program
During the first week of March, 2010, the list of accepted papers will appear here. General program of the IDA 2010 Symposium will appear here, once available.
Accepted papers
- The Larger Context for Moore's Law: Superexponential Long-term Trends in Information Technology by Bela Nagy, J. Doyne Farmer, Jessika E. Trancik, John Paul Gonzales
- Using CAPTCHAs to Index Cultural Artifacts by Qiang Zhu, Eamonn Keogh
- Detecting Leukaemia (AML) blood cells using Cellular Automata and Heuristic Search by Waidah Ismail, Rosline Hassan, Stephen Swift
- A Framework for Path-Oriented Network Simplification by Hannu Toivonen, Sebastien Mahler, Fang Zhou
- InfraWatch: Data management of large systems for monitoring infrastructural performance by Arno Knobbe, Hendrik Blockeel, Bas Obladen, Carlos Bosma, Hessel Galenkamp, Joost Kok, Eddy Koenders, Arne Koopman, Toon Calders
- Similarity Kernels for Nearest Neighbor-based Outlier Detection by Ruben Ramirez-Padron, David Foregger, Julie Manuel, Michael Georgiopoulos, Boris Mederos
- Image Approach Towards Document Mining in Neuroscientific Publications by Jayaprakash Rajasekharan, Ulrike Scharfenberger, Nicolau Gonçalves, Ricardo Vigário
- Recursive Sequence Mining to Discover Named Entity Relations by Peggy Cellier, Thierry Charnois, Marc Plantevit, Bruno Crémilleux
- Novelty detection in projected spaces for Structural Health Monitoring by Janne Toivola, Miguel A. Prada, Jaakko Hollmén
- Integration and Dissemination of Citizen Reported and Seismically Derived Earthquake Information via Social Network Technologies by Michelle Guy, Paul Earle, Chris Ostrum, Kenny Gruchalla, Scott Horvath
- Oracle Coached Decision Trees and Lists by Ulf Johansson, Cecilia Sönströd, Tuve Löfström
- Selecting the Links in BisoNets Generated from Document Collections by Marc Segond, Christian Borgelt
- End-to-End Support for Dating Paleolandforms by Laura Rassbach, Ken Anderson, Elizabeth Bradley, Chris Zweck, Marek Zreda
- Measurement and Dynamical Analysis of Computer Performance Data by Zachary Alexander, Todd Mytkowicz, Amer Diwan, Elizabeth Bradley
- Bipartite Graphs for Monitoring Clusters Transitions by Márcia D. B. Oliveira, João M. P. Gama
- Spatial Variable Importance Assessment for Yield Prediction in Precision Agriculture by Georg Ruß, Alexander Brenning
- Statistical Modelling for Data from Experiments with Short Hairpin RNA by Frank Klawonn, Torsten Wuestefeld, Lars Zender
- The Applications of Artificial Neural Networks in the Identification of Quantitative Structure-Activity Relationships for Chemotherapeutic Drug Carcinogenicity by Alexander Priest, Hugh Cartwright
- Deterministic Finite Automata in the Detection of EEG Spikes and Seizures by Rory Lewis, Doron Shmueli, Andrew White
- A Data-Driven Paradigm to Understand Multimodal Communication in Human-Human and Human-Robot Interaction by Chen Yu, Thomas Smith, Shohei Hidaka, Scheutz Matthias, Linda Smith
- Data Mining for Modeling Chiller Systems in Data Centers by Debprakash Patnaik, Manish Marwah, Ratnesh Sharma, Naren Ramakrishnan