| 2012 | A Skew-t-Normal Multi-level Reduced-Rank Functional PCA Model for the Analysis of Replicated Genomics Time Course Data. Maurice Berk, Giovanni Montana |
| 2012 | Advances in Intelligent Data Analysis XI - 11th International Symposium, IDA 2012, Helsinki, Finland, October 25-27, 2012. Proceedings Jaakko Hollmén, Frank Klawonn, Allan Tucker |
| 2012 | An Evolutionary Based Clustering Algorithm Applied to Dada Compression for Industrial Systems. Jun Chen, Mahdi Mahfouf, Chris Bingham, Yu Zhang, Zhijing Yang, Michael Gallimore |
| 2012 | Analysis of Noisy Biosignals for Musical Performance. Joonas Paalasmaa, David J. Murphy, Ove Holmqvist |
| 2012 | Applying Piecewise Approximation in Perceptron Training of Conditional Random Fields. Teemu Ruokolainen |
| 2012 | Assembly Detection in Continuous Neural Spike Train Data. Christian Braune, Christian Borgelt, Sonja Grün |
| 2012 | Batch-Incremental versus Instance-Incremental Learning in Dynamic and Evolving Data. Jesse Read, Albert Bifet, Bernhard Pfahringer, Geoff Holmes |
| 2012 | Constrained Clustering Using SAT. Jean-Philippe Métivier, Patrice Boizumault, Bruno Crémilleux, Mehdi Khiari, Samir Loudni |
| 2012 | Curve Fitting for Short Time Series Data from High Throughput Experiments with Correction for Biological Variation. Frank Klawonn, Nada Abidi, Evelin Berger, Lothar Jänsch |
| 2012 | Dictionary Construction for Patch-to-Tensor Embedding. Moshe Salhov, Guy Wolf, Amit Bermanis, Amir Averbuch, Pekka Neittaanmäki |
| 2012 | Discriminative Dimensionality Reduction Mappings. Andrej Gisbrecht, Daniela Hofmann, Barbara Hammer |
| 2012 | Engine Parameter Outlier Detection: Verification by Simulating PID Controllers Generated by Genetic Algorithm. Joni Vesterback, Vladimir Bochko, Mika Ruohonen, Jarmo T. Alander, Andreas Bäck, Martin Nylund, Allan Dal, Fredrik Östman |
| 2012 | Finding Interesting Contexts for Explaining Deviations in Bus Trip Duration Using Distribution Rules. Alípio Mário Jorge, João Mendes-Moreira, Jorge Freire de Sousa, Carlos Soares, Paulo J. Azevedo |
| 2012 | Formalizing Complex Prior Information to Quantify Subjective Interestingness of Frequent Pattern Sets. Kleanthis-Nikolaos Kontonasios, Tijl De Bie |
| 2012 | Fuzzy Frequent Pattern Mining in Spike Trains. David Picado-Muiño, Iván Castro León, Christian Borgelt |
| 2012 | GeT_Move: An Efficient and Unifying Spatio-temporal Pattern Mining Algorithm for Moving Objects. Phan Nhat Hai, Pascal Poncelet, Maguelonne Teisseire |
| 2012 | Identifying Anomalous Social Contexts from Mobile Proximity Data Using Binomial Mixture Models. Eric Malmi, Juha Raitio, Oskar Kohonen, Krista Lagus, Timo Honkela |
| 2012 | Improving Tag Recommendation Using Few Associations. Matthijs van Leeuwen, Diyah Puspitaningrum |
| 2012 | Information Theoretic Approach to Improve Performance of Networked Control Systems. Marko Paavola, Mika Ruusunen, Aki Sorsa, Kauko Leiviskä |
| 2012 | Intelligent Data Analysis by a Home-Use Human Monitoring Robot. Shinsuke Sugaya, Daisuke Takayama, Asuki Kouno, Einoshin Suzuki |
| 2012 | Intelligent Data Analysis of Human Genetic Data. Paola Sebastiani |
| 2012 | Learning Pattern Graphs for Multivariate Temporal Pattern Retrieval. Sebastian Peter, Frank Höppner, Michael R. Berthold |
| 2012 | MCut: A Thresholding Strategy for Multi-label Classification. Christine Largeron, Christophe Moulin, Mathias Géry |
| 2012 | Mass Scale Modeling and Simulation of the Air-Interface Load in 3G Radio Access Networks. Dejan Radosavljevik, Peter van der Putten, Kim Kyllesbech Larsen |
| 2012 | Methodological Foundation for Sign Language 3D Motion Trajectory Analysis. Mehrez Boulares, Mohamed Jemni |
| 2012 | Multi-label LeGo - Enhancing Multi-label Classifiers with Local Patterns. Wouter Duivesteijn, Eneldo Loza Mencía, Johannes Fürnkranz, Arno J. Knobbe |
| 2012 | On Initializations for the Minkowski Weighted K-Means. Renato Cordeiro de Amorim, Peter Komisarczuk |
| 2012 | Online Predictive Model for Taxi Services. Luís Moreira-Matias, João Gama, Michel Ferreira, João Mendes-Moreira, Luís Damas |
| 2012 | Online Techniques for Dealing with Concept Drift in Process Mining. Josep Carmona, Ricard Gavaldà |
| 2012 | Over-Fitting in Model Selection and Its Avoidance. Gavin C. Cawley |
| 2012 | Parallel Data Mining Revisited. Better, Not Faster. Zaenal Akbar, Violeta N. Ivanova, Michael R. Berthold |
| 2012 | Patch-Based Data Analysis Using Linear-Projection Diffusion. Moshe Salhov, Guy Wolf, Amir Averbuch, Pekka Neittaanmäki |
| 2012 | Queries for Data Analysis. Arno Siebes |
| 2012 | Sleep Musicalization: Automatic Music Composition from Sleep Measurements. Aurora Tulilaulu, Joonas Paalasmaa, Mikko Waris, Hannu Toivonen |
| 2012 | Two-Stage Approach for Electricity Consumption Forecasting in Public Buildings. Antonio Morán Álvarez, Miguel A. Prada, Serafín Alonso, Pablo Barrientos, Juan J. Fuertes-Martínez, Manuel Domínguez-González, Ignacio Díaz Blanco |
| 2012 | Unit Operational Pattern Analysis and Forecasting Using EMD and SSA for Industrial Systems. Zhijing Yang, Chris Bingham, Bingo Wing-Kuen Ling, Yu Zhang, Michael Gallimore, Jill Stewart |
| 2012 | Use of General Purpose GPU Programming to Enhance the Classification of Leukaemia Blast Cells in Blood Smear Images. Stefan Skrobanski, Stelios Pavlidis, Waidah Ismail, Rosline Hassan, Steve Counsell, Stephen Swift |
| 2012 | Weighting Features for Partition around Medoids Using the Minkowski Metric. Renato Cordeiro de Amorim, Trevor I. Fenner |
| 2012 | Where Are We Going? Predicting the Evolution of Individuals. Zaigham Faraz Siddiqui, Márcia D. B. Oliveira, João Gama, Myra Spiliopoulou |