| 2014 | The use of process mining in a business process simulation context: Overview and challenges. | Niels Martin, Benot Depaire, An Caris |
| 2014 | Agglomerative hierarchical kernel spectral data clustering. | Raghvendra Mall, Rocco Langone, Johan A. K. Suykens |
| 2014 | Quantum clustering - A novel method for text analysis. | Ding Liu, Minghu Jiang, Xiaofang Yang |
| 2014 | Automatic text categorization using a system of high-precision and high-recall models. | Dai Li, Yi Lu Murphey |
| 2014 | Generalized information theoretic cluster validity indices for soft clusterings. | Yang Lei, James C. Bezdek, Jeffrey Chan, Xuan Vinh Nguyen, Simone Romano, James Bailey |
| 2014 | Two key properties of dimensionality reduction methods. | John Aldo Lee, Michel Verleysen |
| 2014 | Using data mining to investigate interaction between channel characteristics and hydraulic geometry channel types. | Leong Lee, Gregory S. Ridenour |
| 2014 | Clustering data over time using kernel spectral clustering with memory. | Rocco Langone, Raghvendra Mall, Johan A. K. Suykens |
| 2014 | Alarm prediction in industrial machines using autoregressive LS-SVM models. | Rocco Langone, Carlos Alzate, Abdellatif Bey-Temsamani, Johan A. K. Suykens |
| 2014 | Semantic clustering-based cross-domain recommendation. | Anil Kumar, Nitesh Kumar, Muzammil Hussain, Santanu Chaudhury, Sumeet Agarwal |
| 2014 | Recommendation for Web services with domain specific context awareness. | Banage T. G. S. Kumara, Incheon Paik, Koswatte R. C. Koswatte, Wuhui Chen |
| 2014 | Ontology learning with complex data type for Web service clustering. | Banage T. G. S. Kumara, Incheon Paik, Koswatte R. C. Koswatte, Wuhui Chen |
| 2014 | Weighted one-class classification for different types of minority class examples in imbalanced data. | Bartosz Krawczyk, Michal Wozniak, Francisco Herrera |
| 2014 | Massively parallelized support vector machines based on GPU-accelerated multiplicative updates. | Connie Khor Li Kou, Chao-Hui Huang |
| 2014 | Recognizing gym exercises using acceleration data from wearable sensors. | Heli Koskimki, Pekka Siirtola |
| 2014 | Rule extraction using genetic programming for accurate sales forecasting. | Rikard Knig, Ulf Johansson |
| 2014 | New bilinear formulation to semi-supervised classification based on Kernel Spectral Clustering. | Vilen Jumutc, Johan A. K. Suykens |
| 2014 | Classification of iPSC colony images using hierarchical strategies with support vector machines. | Henry Joutsijoki, Jyrki Rasku, Markus Haponen, Ivan Baldin, Yulia Gizatdinova, Michelangelo Paci, Jyri Saarikoski, Kirsi Varpa, Harri Siirtola, Jorge Avalos-Salguero, Kati Iltanen, Jorma Laurikkala, Kirsi Penttinen, Jari A. K. Hyttinen, Katriina Aalto-Setl, Martti Juhola |
| 2014 | Accurate and interpretable regression trees using oracle coaching. | Ulf Johansson, Cecilia Snstrd, Rikard Knig |
| 2014 | Product aspect identification: Analyzing role of different classifiers. | Xing Hu, Sukanya Manna, Brian N. Truong |
| 2014 | A feature transformation method using genetic programming for two-class classification. | Tomoyuki Hiroyasu, Toshihide Shiraishi, Tomoya Yoshida, Utako Yamamoto |
| 2014 | Gender classification of subjects from cerebral blood flow changes using Deep Learning. | Tomoyuki Hiroyasu, Kenya Hanawa, Utako Yamamoto |
| 2014 | MapReduce guided approximate inference over graphical models. | Ahsanul Haque, Swarup Chandra, Latifur Khan, Michael Baron |
| 2014 | Relational data partitioning using evolutionary game theory. | Lawrence O. Hall, Alireza Chakeri |
| 2014 | Distributed evolutionary approach to data clustering and modeling. | Mustafa H. Hajeer, Dipankar Dasgupta, Alexander Semenov, Jari Veijalainen |