| 2011 | The Influence of Chord Duration Modeling on Chord and Local Key Extraction. | Johan Pauwels, Jean-Pierre Martens, Marc Leman |
| 2011 | Adaptive Neuro Fuzzy Inference System, Neural Network and Support Vector Machine for Caller Behavior Classification. | Pretesh B. Patel, Tshilidzi Marwala |
| 2011 | Predicting "Essential" Genes across Microbial Genomes: A Machine Learning Approach. | Krishnaveni Palaniappan, Sumitra Mukherjee |
| 2011 | Web Ad-Slot Offline Scheduling Using an Ant Colony Algorithm. | Vasile Palade, Soumya Banerjee |
| 2011 | An Attention-Based Image Retrieval System. | Gulsah Tumuklu Ozyer, Fatos T. Yarman-Vural |
| 2011 | Semi-supervised Feature Extraction Using Independent Factor Analysis. | Latifa Oukhellou, Etienne Cme, Patrice Aknin, Thierry Denoeux |
| 2011 | Classification of Patients Using Novel Multivariate Time Series Representations of Physiological Data. | Patricia Ordez, Tom Armstrong, Tim Oates, Jim Fackler |
| 2011 | Comparisons of Machine Learning Algorithms for Application Identification of Encrypted Traffic. | Yohei Okada, Shingo Ata, Nobuyuki Nakamura, Yoshihiro Nakahira, Ikuo Oka |
| 2011 | Improvement of Particle Filter for Reinforcement Learning. | Akira Notsu, Katsuhiro Honda, Hidetomo Ichihashi, Yuki Komori, Yuuki Iwamoto |
| 2011 | Simple Reinforcement Learning for Small-Memory Agent. | Akira Notsu, Katsuhiro Honda, Hidetomo Ichihashi, Yuki Komori |
| 2011 | Robust Training of Multilayer Neural Networks Using Parameterized Online Quasi-Newton Algorithm. | Hiroshi Ninomiya |
| 2011 | An Automatic Multi-domain Thesauri Construction Method Based on LDA. | Na Ni, Kai Liu, Yaodong Li |
| 2011 | Learning with Guaranteed Label Quality. | Eileen A. Ni, Charles X. Ling |
| 2011 | Document Clustering for Forensic Computing: An Approach for Improving Computer Inspection. | Lus Filipe da Cruz Nassif, Eduardo R. Hruschka |
| 2011 | The Combination of Clinical, Dose-Related and Imaging Features Helps Predict Radiation-Induced Normal-Tissue Toxicity in Lung-cancer Patients - An in-silico Trial Using Machine Learning Techniques. | Georgi I. Nalbantov, Andre Dekker, Dirk De Ruysscher, Philippe Lambin, Evgueni N. Smirnov |
| 2011 | Towards Incremental Learning of Mildly Context-Sensitive Grammars. | Katsuhiko Nakamura, Keita Imada |
| 2011 | An Improved Deterministic Implementation Method for Bayesian Mixture Distributions. | Yohei Nakada |
| 2011 | MPI-based Parallelization for ILP-based Multi-relational Concept Discovery. | Alev Mutlu, Pinar Senkul, Yusuf Kavurucu |
| 2011 | Adaptive Time Window Size to Track Concept Drift. | Moamar Sayed-Mouchaweh, Janan Zaytoon, Patrice Billaudel |
| 2011 | Avatar Face Recognition Using Wavelet Transform and Hierarchical Multi-scale LBP. | Abdallah A. Mohamed, Darryl D'Souza, Naouel Baili, Roman V. Yampolskiy |
| 2011 | Improving Classifier Performance by Autonomously Collecting Background Knowledge from the Web. | Steven Minton, Matthew Michelson, Kane See, Sofus A. Macskassy, Bora Gazen, Lise Getoor |
| 2011 | Book Recommendation Signage System Using Silhouette-Based Gait Classification. | Masahiko Mikawa, Soichi Izumi, Kazuyo Tanaka |
| 2011 | Kernel Methods for Minimum Entropy Encoding. | Stefano Melacci, Marco Gori |
| 2011 | An N-Dimensional Neural Network tool for the real-time optimisation of accelerator parameters. | Evelyne Meier, Robbie Clarken, Greg Leblanc |
| 2011 | Predictive Subspace Clustering. | Brian McWilliams, Giovanni Montana |