| 2014 | Valid interpretation of feature relevance for linear data mappings. | Benot Frnay, Daniela Hofmann, Alexander Schulz, Michael Biehl, Barbara Hammer |
| 2014 | Alzheimer's disease patients classification through EEG signals processing. | Giulia Fiscon, Emanuel Weitschek, Giovanni Felici, Paola Bertolazzi, Simona De Salvo, Placido Bramanti, Maria Cristina De Cola |
| 2014 | Dependency network methods for Hierarchical Multi-label Classification of gene functions. | Fabio Fabris, Alex Alves Freitas |
| 2014 | High dimensional exploration: A comparison of PCA, distance concentration, and classification performance in two fMRI datasets. | Joset A. Etzel, Todd S. Braver |
| 2014 | Incremental transfer RULES with incomplete data. | Hebah ElGibreen, Mehmet Sabih Aksoy |
| 2014 | Interpolation and extrapolation: Comparison of definitions and survey of algorithms for convex and concave hulls. | Tobias Ebert, Julian Belz, Oliver Nelles |
| 2014 | Optimization of relational database usage involving Big Data a model architecture for Big Data applications. | Erin-Elizabeth A. Durham, Andrew Rosen, Robert W. Harrison |
| 2014 | Scaling a neyman-pearson subset selection approach via heuristics for mining massive data. | Gregory Ditzler, Matthew Austen, Gail L. Rosen, Robi Polikar |
| 2014 | High-SNR model order selection using exponentially embedded family and its applications to curve fitting and clustering. | Quan Ding, Steven Kay, Xiaorong Zhang |
| 2014 | Takagi-Sugeno-Kang type collaborative fuzzy rule based system. | Kuang-Pen Chou, Mukesh Prasad, Yang-Yin Lin, Sudhanshu Joshi, Chin-Teng Lin, Jyh-Yeong Chang |
| 2014 | Convex multi-task relationship learning using hinge loss. | Anveshi Charuvaka, Huzefa Rangwala |
| 2014 | A framework for initialising a dynamic clustering algorithm: ART2-A. | Simon J. Chambers, Ian H. Jarman, Paulo J. G. Lisboa |
| 2014 | kNN estimation of the unilateral dependency measure between random variables. | Angel Cataron, Razvan Andonie, Yvonne Chueh |
| 2014 | FATHOM: A neural network-based non-verbal human comprehension detection system for learning environments. | Fiona J. Buckingham, Keeley A. Crockett, Zuhair Bandar, James O'Shea |
| 2014 | A novel criterion for overlapping communities detection and clustering improvement. | Alessandro Berti, Alessandro Sperduti, Andrea Burattin |
| 2014 | Discovering cross-organizational business rules from the cloud. | Mario Luca Bernardi, Marta Cimitile, Fabrizio Maria Maggi |
| 2014 | Learning energy consumption profiles from data. | Jean-Marc Andreoli |
| 2014 | Batch linear least squares-based learning algorithm for MLMVN with soft margins. | Evgeni Aizenberg, Igor N. Aizenberg |
| 2013 | A semantic subspace learning method to exploit relevance feedback log data for image retrieval. | Lining Zhang, Lipo Wang, Weisi Lin |
| 2013 | Nonnegative matrix factorization and artificial immune based classification for fault diagnosis of diesel valve train. | Yongsheng Yang, Gang Li, Yongsheng Zhu, Youyun Zhang |
| 2013 | A novel fuzzy classification to enhance software regression testing. | Zhiwei Xu, Yi Liu, Kehan Gao |
| 2013 | A principled approach to mining from noisy logs using Heuristics Miner. | Phil Weber, Behzad Bordbar, Peter Tio |
| 2013 | E-mail address categorization based on semantics of surnames. | Suresh Veluru, Yogachandran Rahulamathavan, P. Viswanath, Paul A. Longley, Muttukrishnan Rajarajan |
| 2013 | Regularization and improved interpretation of linear data mappings and adaptive distance measures. | Marc Strickert, Barbara Hammer, Thomas Villmann, Michael Biehl |
| 2013 | Predicting YouTube content popularity via Facebook data: A network spread model for optimizing multimedia delivery. | Dinuka Soysa, Denis Guangyin Chen, Oscar C. Au, Amine Bermak |