ECML-PKDD 2010
124 papers
A Robustness Measure of Association Rules
Yannick Le Bras, Patrick Meyer, Philippe Lenca, Stéphane Lallich A Unifying View of Multiple Kernel Learning
Marius Kloft, Ulrich Rückert, Peter L. Bartlett Adapting Decision DAGs for Multipartite Ranking
José Ramón Quevedo, Elena Montañés, Oscar Luaces, Juan José del Coz AnswerArt - Contextualized Question Answering
Lorand Dali, Delia Rusu, Blaz Fortuna, Dunja Mladenic, Marko Grobelnik Automatic Model Adaptation for Complex Structured Domains
Geoffrey Levine, Gerald DeJong, Li-Lun Wang, Rajhans Samdani, Shankar Vembu, Dan Roth CET: A Tool for Creative Exploration of Graphs
Stefan Haun, Andreas Nürnberger, Tobias Kötter, Kilian Thiel, Michael R. Berthold Classification and Novel Class Detection of Data Streams in a Dynamic Feature Space
Mohammad M. Masud, Qing Chen, Jing Gao, Latifur Khan, Jiawei Han, Bhavani Thuraisingham Collective Traffic Forecasting
Marco Lippi, Matteo Bertini, Paolo Frasconi Conditional Ranking on Relational Data
Tapio Pahikkala, Willem Waegeman, Antti Airola, Tapio Salakoski, Bernard De Baets Demand-Driven Tag Recommendation
Guilherme Vale Menezes, Jussara M. Almeida, Fabiano Belém, Marcos André Gonçalves, Anísio Lacerda, Edleno Silva de Moura, Gisele L. Pappa, Adriano Veloso, Nivio Ziviani Detecting Events in a Million New York Times Articles
Tristan Snowsill, Ilias N. Flaounas, Tijl De Bie, Nello Cristianini Efficient and Numerically Stable Sparse Learning
Sihong Xie, Wei Fan, Olivier Verscheure, Jiangtao Ren Evolutionary Dynamics of Regret Minimization
Tomas Klos, Gerrit Jan van Ahee, Karl Tuyls Expectation Propagation for Bayesian Multi-Task Feature Selection
Daniel Hernández-Lobato, José Miguel Hernández-Lobato, Thibault Helleputte, Pierre Dupont Exploiting Causal Independence in Markov Logic Networks: Combining Undirected and Directed Models
Sriraam Natarajan, Tushar Khot, Daniel Lowd, Prasad Tadepalli, Kristian Kersting, Jude W. Shavlik Exploration in Relational Worlds
Tobias Lang, Marc Toussaint, Kristian Kersting Exploring Real Mobility Data with M-Atlas
Roberto Trasarti, Salvatore Rinzivillo, Fabio Pinelli, Mirco Nanni, Anna Monreale, Chiara Renso, Dino Pedreschi, Fosca Giannotti Finding Critical Nodes for Inhibiting Diffusion of Complex Contagions in Social Networks
Chris J. Kuhlman, V. S. Anil Kumar, Madhav V. Marathe, S. S. Ravi, Daniel J. Rosenkrantz First-Order Bayes-Ball
Wannes Meert, Nima Taghipour, Hendrik Blockeel Flu Detector - Tracking Epidemics on Twitter
Vasileios Lampos, Tijl De Bie, Nello Cristianini Graphical Multi-Way Models
Ilkka Huopaniemi, Tommi Suvitaival, Matej Oresic, Samuel Kaski ITCH: Information-Theoretic Cluster Hierarchies
Christian Böhm, Frank Fiedler, Annahita Oswald, Claudia Plant, Bianca Wackersreuther, Peter Wackersreuther KDTA: Automated Knowledge-Driven Text Annotation
Katerina Papantoniou, George Tsatsaronis, Georgios Paliouras Laplacian Spectrum Learning
Pannagadatta K. Shivaswamy, Tony Jebara Latent Structure Pattern Mining
Andreas Maunz, Christoph Helma, Tobias Cramer, Stefan Kramer Learning with Randomized Majority Votes
Alexandre Lacasse, François Laviolette, Mario Marchand, Francis Turgeon-Boutin Leveraging Bagging for Evolving Data Streams
Albert Bifet, Geoffrey Holmes, Bernhard Pfahringer NewsGist: A Multilingual Statistical News Summarizer
Mijail A. Kabadjov, Martin Atkinson, Josef Steinberger, Ralf Steinberger, Erik Van der Goot Nonparametric Bayesian Clustering Ensembles
Pu Wang, Carlotta Domeniconi, Kathryn Blackmond Laskey On Classifying Drifting Concepts in P2P Networks
Hock Hee Ang, Vivekanand Gopalkrishnan, Wee Keong Ng, Steven C. H. Hoi Online Knowledge-Based Support Vector Machines
Gautam Kunapuli, Kristin P. Bennett, Amina Shabbeer, Richard Maclin, Jude W. Shavlik Online Structural Graph Clustering Using Frequent Subgraph Mining
Madeleine Seeland, Tobias Girschick, Fabian Buchwald, Stefan Kramer Predicting Partial Orders: Ranking with Abstention
Weiwei Cheng, Michaël Rademaker, Bernard De Baets, Eyke Hüllermeier Predictive Distribution Matching SVM for Multi-Domain Learning
Chun-Wei Seah, Ivor W. Tsang, Yew-Soon Ong, Gary Kee Khoon Lee Real-Time News Recommender System
Blaz Fortuna, Carolina Fortuna, Dunja Mladenic Recognition of Instrument Timbres in Real Polytimbral Audio Recordings
Elzbieta Kubera, Alicja Wieczorkowska, Zbigniew W. Ras, Magdalena Skrzypiec Semi-Supervised Abstraction-Augmented String Kernel for Multi-Level Bio-Relation Extraction
Pavel P. Kuksa, Yanjun Qi, Bing Bai, Ronan Collobert, Jason Weston, Vladimir Pavlovic, Xia Ning Solving Structured Sparsity Regularization with Proximal Methods
Sofia Mosci, Lorenzo Rosasco, Matteo Santoro, Alessandro Verri, Silvia Villa SOREX: Subspace Outlier Ranking Exploration Toolkit
Emmanuel Müller, Matthias Schiffer, Patrick Gerwert, Matthias Hannen, Timm Jansen, Thomas Seidl Surprising Patterns for the Call Duration Distribution of Mobile Phone Users
Pedro O. S. Vaz de Melo, Leman Akoglu, Christos Faloutsos, Antonio Alfredo Ferreira Loureiro Synchronization Based Outlier Detection
Junming Shao, Christian Böhm, Qinli Yang, Claudia Plant Temporal Maximum Margin Markov Network
Xiaoqian Jiang, Bing Dong, Latanya Sweeney Topic Models Conditioned on Relations
Mirwaes Wahabzada, Zhao Xu, Kristian Kersting Unsupervised Trajectory Sampling
Nikos Pelekis, Ioannis Kopanakis, Costas Panagiotakis, Yannis Theodoridis Vector Field Learning via Spectral Filtering
Luca Baldassarre, Lorenzo Rosasco, Annalisa Barla, Alessandro Verri Virus Propagation on Time-Varying Networks: Theory and Immunization Algorithms
B. Aditya Prakash, Hanghang Tong, Nicholas Valler, Michalis Faloutsos, Christos Faloutsos Weighted Symbols-Based Edit Distance for String-Structured Image Classification
Cécile Barat, Christophe Ducottet, Élisa Fromont, Anne-Claire Legrand, Marc Sebban X-SDR: An Extensible Experimentation Suite for Dimensionality Reduction
Panagis Magdalinos, Anastasios Kapernekas, Alexandros Mpiratsis, Michalis Vazirgiannis