| 2013 | Ready-to-use activity recognition for smartphones. | Pekka Siirtola, Juha Rning |
| 2013 | A hierarchy of independence assumptions for multi-relational Bayes net classifiers. | Oliver Schulte, Bahareh Bina, Branden Crawford, D. Bingham, Yi Xiong |
| 2013 | A Self-Organizing Time Map for time-to-event data. | Peter Sarlin |
| 2013 | Semantic annotation tools survey. | P. Oliveira, Joo Rocha |
| 2013 | Automatic service composition using POMDP and provenance data. | Mahsa Naseri, Simone A. Ludwig |
| 2013 | Spatio-temporal event detection using probabilistic graphical models (PGMs). | Azadeh Mousavi, Matt Duckham, Kotagiri Ramamohanarao, Abbas Rajabifard |
| 2013 | Combining Semi-Supervised and active learning for hyperspectral image classification. | Mingzhi Li, Rui Wang, Ke Tang |
| 2013 | Revised online learning with kernels for classification and regression. | Guoqi Li, Ning Ning, Kiruthika Ramanathan, Luping Shi |
| 2013 | Kernel spectral clustering for predicting maintenance of industrial machines. | Rocco Langone, Carlos Alzate, Bart De Ketelaere, Johan A. K. Suykens |
| 2013 | Interpreting individual classifications of hierarchical networks. | Will Landecker, Michael D. Thomure, Lus M. A. Bettencourt, Melanie Mitchell, Garrett T. Kenyon, Steven P. Brumby |
| 2013 | Transaction-based link strength prediction in a social network. | Hassan Khosravi, Ali Bozorgkhan, Oliver Schulte |
| 2013 | How to extract meaningful shapes from noisy time-series subsequences? | Yanfei Kang, Kate Smith-Miles, Danijel Belusic |
| 2013 | Supervised Novelty Detection. | Vilen Jumutc, Johan A. K. Suykens |
| 2013 | Software cost estimation by classical and Fuzzy Analogy for Web Hypermedia Applications: A replicated study. | Ali Idri, Azeddine Zahi |
| 2013 | Automotive diagnosis typo correction using domain knowledge and machine learning. | Yinghao Huang, Yi Lu Murphey, Yao Ge |
| 2013 | Machine learning of engineering diagnostic knowledge from unstructured verbatim text descriptions. | Yinghao Huang, Yi Lu Murphey, Yao Ge |
| 2013 | Web product ranking using opinion mining. | Yin-Fu Huang, Heng Lin |
| 2013 | Detecting abnormal ozone levels using PCA-based GLR hypothesis testing. | Fouzi Harrou, Mohamed N. Nounou, Hazem N. Nounou |
| 2013 | Class-dependent Canonical Correlation Analysis for scalable cross-lingual document categorization. | Mohamed Farouk Abdel Hady, M. Asham |
| 2013 | SAE: Social Adaptive Ensemble classifier for data streams. | Heitor Murilo Gomes, Fabrcio Enembreck |
| 2013 | Interpretable magnification factors for topographic maps of high dimensional and structured data. | Nikolaos Gianniotis |
| 2013 | Selection of a robust experimental design for the effective modeling of nonlinear systems using Genetic Programming. | Akhil Garg, Kang Tai |
| 2013 | Assessment of voting ensemble for estimating software development effort. | Mahmoud O. Elish |
| 2013 | Detecting pixel-value differencing steganography using Levenberg-Marquardt neural network. | El-Sayed M. El-Alfy |
| 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 |