| 2013 | A Self-Organizing Time Map for time-to-event data. Peter Sarlin |
| 2013 | A comprehensive benchmarking framework (CoBeFra) for conformance analysis between procedural process models and event logs in ProM. Seppe K. L. M. vanden Broucke, Jochen De Weerdt, Jan Vanthienen, Bart Baesens |
| 2013 | A hierarchy of independence assumptions for multi-relational Bayes net classifiers. Oliver Schulte, Bahareh Bina, Branden Crawford, D. Bingham, Yi Xiong |
| 2013 | A novel fuzzy classification to enhance software regression testing. Zhiwei Xu, Yi Liu, Kehan Gao |
| 2013 | A novel quantum cooperative co-evolutionary algorithm for large-scale minimum attribute reduction optimization. Weiping Ding, Quan Shi, Senbo Chen, Zhijin Guan, Jiandong Wang |
| 2013 | A principled approach to mining from noisy logs using Heuristics Miner. Phil Weber, Behzad Bordbar, Peter Tiño |
| 2013 | A semantic subspace learning method to exploit relevance feedback log data for image retrieval. Lining Zhang, Lipo Wang, Weisi Lin |
| 2013 | A two-step fast algorithm for the automated discovery of declarative workflows. Claudio Di Ciccio, Massimo Mecella |
| 2013 | Assessment of voting ensemble for estimating software development effort. Mahmoud O. Elish |
| 2013 | Automated selection of interaction effects in sparse kernel methods to predict pregnancy viability. Vanya Van Belle, Paulo Lisboa |
| 2013 | Automatic service composition using POMDP and provenance data. Mahsa Naseri, Simone A. Ludwig |
| 2013 | Automotive diagnosis typo correction using domain knowledge and machine learning. Yinghao Huang, Yi Lu Murphey, Yao Ge |
| 2013 | Business models enhancement through discovery of roles. Andrea Burattin, Alessandro Sperduti, Marco Veluscek |
| 2013 | Class-dependent Canonical Correlation Analysis for scalable cross-lingual document categorization. Mohamed Farouk Abdel Hady, M. Asham |
| 2013 | Combining Semi-Supervised and active learning for hyperspectral image classification. Mingzhi Li, Rui Wang, Ke Tang |
| 2013 | Detecting abnormal ozone levels using PCA-based GLR hypothesis testing. Fouzi Harrou, Mohamed N. Nounou, Hazem N. Nounou |
| 2013 | Detecting pixel-value differencing steganography using Levenberg-Marquardt neural network. El-Sayed M. El-Alfy |
| 2013 | Discovering signature patterns from event logs. R. P. Jagadeesh Chandra Bose, Wil M. P. van der Aalst |
| 2013 | Discovery of topological relations for spatial Activity Recognition. Kevin Bouchard, Abdenour Bouzouane, Bruno Bouchard |
| 2013 | E-mail address categorization based on semantics of surnames. Suresh Veluru, Yogachandran Rahulamathavan, P. Viswanath, Paul A. Longley, Muttukrishnan Rajarajan |
| 2013 | GPU-accelerated eXtended Classifier System. Mani Abedini, Michael Kirley, Raymond Chiong, Thomas Weise |
| 2013 | How to extract meaningful shapes from noisy time-series subsequences? Yanfei Kang, Kate Smith-Miles, Danijel Belusic |
| 2013 | IEEE Symposium on Computational Intelligence and Data Mining, CIDM 2013, Singapore, 16-19 April, 2013 |
| 2013 | Improving genetic programming classification for binary and multiclass datasets. Nailah Al-Madi, Simone A. Ludwig |
| 2013 | Interpretable magnification factors for topographic maps of high dimensional and structured data. Nikolaos Gianniotis |
| 2013 | Interpretable models from distributed data via merging of decision trees. Artur Andrzejak, Felix Langner, Silvestre Zabala |
| 2013 | Interpreting individual classifications of hierarchical networks. Will Landecker, Michael D. Thomure, Luís M. A. Bettencourt, Melanie Mitchell, Garrett T. Kenyon, Steven P. Brumby |
| 2013 | Kernel spectral clustering for predicting maintenance of industrial machines. Rocco Langone, Carlos Alzate, Bart De Ketelaere, Johan A. K. Suykens |
| 2013 | Machine learning of engineering diagnostic knowledge from unstructured verbatim text descriptions. Yinghao Huang, Yi Lu Murphey, Yao Ge |
| 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 | 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 |
| 2013 | Quantitative Measurements of model interpretability for the analysis of spectral data. Andreas Backhaus, Udo Seiffert |
| 2013 | Ready-to-use activity recognition for smartphones. Pekka Siirtola, Juha Röning |
| 2013 | Regularization and improved interpretation of linear data mappings and adaptive distance measures. Marc Strickert, Barbara Hammer, Thomas Villmann, Michael Biehl |
| 2013 | Revised online learning with kernels for classification and regression. Guoqi Li, Ning Ning, Kiruthika Ramanathan, Luping Shi |
| 2013 | SAE: Social Adaptive Ensemble classifier for data streams. Heitor Murilo Gomes, Fabrício Enembreck |
| 2013 | Selection of a robust experimental design for the effective modeling of nonlinear systems using Genetic Programming. Akhil Garg, Kang Tai |
| 2013 | Semantic annotation tools survey. P. Oliveira, João Rocha |
| 2013 | Software cost estimation by classical and Fuzzy Analogy for Web Hypermedia Applications: A replicated study. Ali Idri, Azeddine Zahi |
| 2013 | Spatio-temporal event detection using probabilistic graphical models (PGMs). Azadeh Mousavi, Matt Duckham, Kotagiri Ramamohanarao, Abbas Rajabifard |
| 2013 | Supervised Novelty Detection. Vilen Jumutc, Johan A. K. Suykens |
| 2013 | Transaction-based link strength prediction in a social network. Hassan Khosravi, Ali Bozorgkhan, Oliver Schulte |
| 2013 | Unsupervised multimodal VAD using sequential hierarchy. Rameez Ahmad, Syed Paymaan Raza, Hafiz Malik |
| 2013 | Wanna improve process mining results? Jagadeesh Chandra J. C. Bose, R. S. Mans, Wil M. P. van der Aalst |
| 2013 | Web product ranking using opinion mining. Yin-Fu Huang, Heng Lin |