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12th DS 2009: Porto, Portugal
- João Gama
, Vítor Santos Costa
Discovery Science, 12th International Conference, DS 2009, Porto, Portugal, October 3-5, 2009. Lecture Notes in Computer Science 5808, Springer 2009, ISBN 978-3-642-04746-6 - Hector Geffner
Inference and Learning in Planning (Extended Abstract). 1-12 - Jiawei Han:
Mining Heterogeneous Information Networks by Exploring the Power of Links. 13-30 - Fernando C. N. Pereira:
Learning on the Web. 31 - Yishay Mansour:
Learning and Domain Adaptation. 32-34 - Sanjoy Dasgupta:
The Two Faces of Active Learning. 35 - Annalisa Appice
An Iterative Learning Algorithm for Within-Network Regression in the Transductive Setting. 36-50 - James Bentham
Detecting New Kinds of Patient Safety Incidents. 51-65 - Paulo Cortez
Using Data Mining for Wine Quality Assessment. 66-79 - Yasser El-Manzalawy, Vasant G. Honavar
MICCLLR: Multiple-Instance Learning Using Class Conditional Log Likelihood Ratio. 80-91 - Mario Boley
On the Complexity of Constraint-Based Theory Extraction. 92-106 - Sherri K. Harms
Algorithm and Feature Selection for VegOut: A Vegetation Condition Prediction Tool. 107-120 - Elena Ikonomovska, João Gama
Regression Trees from Data Streams with Drift Detection. 121-135 - Takashi Katoh, Hiroki Arimura
Mining Frequent Bipartite Episode from Event Sequences. 136-151 - Min-Soo Kim, Jiawei Han:
CHRONICLE: A Two-Stage Density-Based Clustering Algorithm for Dynamic Networks. 152-167 - Huma Lodhi, Stephen H. Muggleton, Michael J. E. Sternberg
Learning Large Margin First Order Decision Lists for Multi-Class Classification. 168-183 - Robson Motta, Alneu de Andrade Lopes, Maria Cristina Ferreira de Oliveira
Centrality Measures from Complex Networks in Active Learning. 184-196 - Olana Missura, Thomas Gärtner
Player Modeling for Intelligent Difficulty Adjustment. 197-211 - Susana Nascimento
Unsupervised Fuzzy Clustering for the Segmentation and Annotation of Upwelling Regions in Sea Surface Temperature Images. 212-226 - Dinh Anh Nguyen, Koichiro Doi, Akihiro Yamamoto:
Discovering the Structures of Open Source Programs from Their Developer Mailing Lists. 227-241 - Günce Keziban Orman
A Comparison of Community Detection Algorithms on Artificial Networks. 242-256 - Pance Panov
Towards an Ontology of Data Mining Investigations. 257-271 - Indre Zliobaite
OMFP: An Approach for Online Mass Flow Prediction in CFB Boilers. 272-286 - Carlos Ruiz, Ernestina Menasalvas Ruiz
C-DenStream: Using Domain Knowledge on a Data Stream. 287-301 - Kazumi Saito, Masahiro Kimura, Hiroshi Motoda:
Discovering Influential Nodes for SIS Models in Social Networks. 302-316 - Jan-Nikolas Sulzmann, Johannes Fürnkranz
An Empirical Comparison of Probability Estimation Techniques for Probabilistic Rules. 317-331 - Luís Torgo
Precision and Recall for Regression. 332-346 - Antti Ukkonen:
Mining Local Correlation Patterns in Sets of Sequences. 347-361 - Tianyi Wu, Jiawei Han:
Subspace Discovery for Promotion: A Cell Clustering Approach. 362-376 - Kang Deng, Osmar R. Zaïane:
Contrasting Sequence Groups by Emerging Sequences. 377-384 - Fabio Fumarola, Anna Ciampi, Annalisa Appice
A Sliding Window Algorithm for Relational Frequent Patterns Mining from Data Streams. 385-392 - Jorge Gonzalo-Alonso, Paloma de Juan, Elena Garcí-a-Hortelano, Carlos Angel Iglesias
A Hybrid Collaborative Filtering System for Contextual Recommendations in Social Networks. 393-400 - Kohei Hatano, Eiji Takimoto:
Linear Programming Boosting by Column and Row Generation. 401-408 - Cédric Herpson, Vincent Corruble:
Discovering Abstract Concepts to Aid Cross-Map Transfer for a Learning Agent. 409-416 - Eric Martin, Jean Sallantin:
A Dialectic Approach to Problem-Solving. 417-424 - Kazuhiro Seki, Yoshihiro Kino, Kuniaki Uehara:
Gene Functional Annotation with Dynamic Hierarchical Classification Guided by Orthologs. 425-432 - Zaigham Faraz Siddiqui, Myra Spiliopoulou:
Stream Clustering of Growing Objects. 433-440 - JianBin Wang, Bin-Hui Chou, Einoshin Suzuki:
Finding the k-Most Abnormal Subgraphs from a Single Graph. 441-448 - Atsuhiro Takasu, Daiji Fukagawa, Tatsuya Akutsu
Latent Topic Extraction from Relational Table for Record Matching. 449-456 - Amparo Ruiz-Sepúlveda, José Luis Triviño-Rodriguez
Computing a Comprehensible Model for Spam Filtering. 457-464 - Takanori Yamamoto, Hideo Bannai, Masao Nagasaki
Better Decomposition Heuristics for the Maximum-Weight Connected Graph Problem Using Betweenness Centrality. 465-472
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