Volume 17,
Number 1,
August 2008
Special issue:
Selected Papers from ECML PKDD 2008
- Walter Daelemans, Bart Goethals, Katharina Morik:
Guest Editors' Introduction: Special issue of Selected Papers from ECML PKDD 2008.
1-2
- Petteri Hintsanen, Hannu Toivonen:
Finding reliable subgraphs from large probabilistic graphs.
3-23
- Adrian Kügel, Enno Ohlebusch:
A space efficient solution to the frequent string mining problem for many databases.
24-38
- Pauli Miettinen:
The Boolean column and column-row matrix decompositions.
39-56
- Apostolos N. Papadopoulos, Apostolos Lyritsis, Yannis Manolopoulos:
SkyGraph: an algorithm for important subgraph discovery in relational graphs.
57-76
- Chedy Raïssi, Toon Calders, Pascal Poncelet:
Mining conjunctive sequential patterns.
77-93
- Arnaud Soulet, Bruno Crémilleux:
Adequate condensed representations of patterns.
94-110
- Jimeng Sun, Charalampos E. Tsourakakis, Evan Hoke, Christos Faloutsos, Tina Eliassi-Rad:
Two heads better than one: pattern discovery in time-evolving multi-aspect data.
111-128
Volume 17,
Number 2,
October 2008
Special Issue on Utility-Based Data Mining. Guest Editors:
Gary M. Weiss,
Maytal Saar-Tsechansky,
and Bianca Zadrozny
- Gary M. Weiss, Bianca Zadrozny, Maytal Saar-Tsechansky:
Guest editorial: special issue on utility-based data mining.
129-135
- Prithviraj Sen, Lise Getoor:
Cost-sensitive learning with conditional Markov networks.
136-163
- George Forman:
Quantifying counts and costs via classification.
164-206
- Tom Fawcett:
PRIE: a system for generating rulelists to maximize ROC performance.
207-224
- Nitesh V. Chawla, David A. Cieslak, Lawrence O. Hall, Ajay Joshi:
Automatically countering imbalance and its empirical relationship to cost.
225-252
- Gary M. Weiss, Ye Tian:
Maximizing classifier utility when there are data acquisition and modeling costs.
253-282
- Lior Rokach, Lihi Naamani, Armin Shmilovici:
Pessimistic cost-sensitive active learning of decision trees for profit maximizing targeting campaigns.
283-316
- Michael Brydon, Andrew Gemino:
Classification trees and decision-analytic feedforward control: a case study from the video game industry.
317-342
Volume 17,
Number 3,
December 2008
- Li Wei, Eamonn J. Keogh, Xiaopeng Xi, Melissa Yoder:
Efficiently finding unusual shapes in large image databases.
343-376
- Parvathi Chundi, Daniel J. Rosenkrantz:
Efficient algorithms for segmentation of item-set time series.
377-401
- Shumeet Baluja, Michele Covell:
Learning to hash: forgiving hash functions and applications.
402-430
- Jukka Corander, Magnus Ekdahl, Timo Koski:
Parallell interacting MCMC for learning of topologies of graphical models.
431-456
- Vineet Chaoji, Mohammad Al Hasan, Saeed Salem, Mohammed Javeed Zaki:
An integrated, generic approach to pattern mining: data mining template library.
457-495
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