| 2014 | 2014 IEEE Symposium on Computational Intelligence and Data Mining, CIDM 2014, Orlando, FL, USA, December 9-12, 2014 |
| 2014 | A density-based clustering of the Self-Organizing Map using graph cut. Leonardo Enzo Brito da Silva, José Alfredo Ferreira Costa |
| 2014 | A feature transformation method using genetic programming for two-class classification. Tomoyuki Hiroyasu, Toshihide Shiraishi, Tomoya Yoshida, Utako Yamamoto |
| 2014 | A framework for initialising a dynamic clustering algorithm: ART2-A. Simon J. Chambers, Ian H. Jarman, Paulo J. G. Lisboa |
| 2014 | A novel criterion for overlapping communities detection and clustering improvement. Alessandro Berti, Alessandro Sperduti, Andrea Burattin |
| 2014 | A sparsity-based training algorithm for Least Squares SVM. Jie Yang, Jun Ma |
| 2014 | Accurate and interpretable regression trees using oracle coaching. Ulf Johansson, Cecilia Sönströd, Rikard König |
| 2014 | Agglomerative hierarchical kernel spectral data clustering. Raghvendra Mall, Rocco Langone, Johan A. K. Suykens |
| 2014 | Aggregating predictions vs. aggregating features for relational classification. Oliver Schulte, Kurt Routley |
| 2014 | Alarm prediction in industrial machines using autoregressive LS-SVM models. Rocco Langone, Carlos Alzate, Abdellatif Bey-Temsamani, Johan A. K. Suykens |
| 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 | Automatic relevance source determination in human brain tumors using Bayesian NMF. Sandra Ortega-Martorell, Iván Olier, Margarida Julià-Sapé, Carles Arús, Paulo J. G. Lisboa |
| 2014 | Automatic text categorization using a system of high-precision and high-recall models. Dai Li, Yi Lu Murphey |
| 2014 | Batch linear least squares-based learning algorithm for MLMVN with soft margins. Evgeni Aizenberg, Igor N. Aizenberg |
| 2014 | BioHCDP: A Hybrid Constituency-Dependency Parser for Biological NLP information extraction. Kamal Taha, Mohammed Al Zaabi |
| 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-Setälä, Martti Juhola |
| 2014 | Clustering data over time using kernel spectral clustering with memory. Rocco Langone, Raghvendra Mall, Johan A. K. Suykens |
| 2014 | Comparing datasets by attribute alignment. Jakub Smíd, Roman Neruda |
| 2014 | Convex multi-task relationship learning using hinge loss. Anveshi Charuvaka, Huzefa Rangwala |
| 2014 | Dependency network methods for Hierarchical Multi-label Classification of gene functions. Fabio Fabris, Alex Alves Freitas |
| 2014 | Detecting and profiling sedentary young men using machine learning algorithms. Pekka Siirtola, Riitta Pyky, Riikka Ahola, Heli Koskimäki, Timo Jämsä, Raija Korpelainen, Juha Röning |
| 2014 | Discovering cross-organizational business rules from the cloud. Mario Luca Bernardi, Marta Cimitile, Fabrizio Maria Maggi |
| 2014 | Distributed evolutionary approach to data clustering and modeling. Mustafa H. Hajeer, Dipankar Dasgupta, Alexander Semenov, Jari Veijalainen |
| 2014 | Evaluating topic quality using model clustering. Vineet Mehta, Rajmonda Sulo Caceres, Kevin M. Carter |
| 2014 | Experimental studies on indoor sign recognition and classification. Zhen Ni, Siyao Fu, Bo Tang, Haibo He, Xinming Huang |
| 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 | Facial image clustering in stereo videos using local binary patterns and double spectral analysis. Georgios Orfanidis, Anastasios Tefas, Nikos Nikolaidis, Ioannis Pitas |
| 2014 | Gender classification of subjects from cerebral blood flow changes using Deep Learning. Tomoyuki Hiroyasu, Kenya Hanawa, Utako Yamamoto |
| 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 | Generalized kernel framework for unsupervised spectral methods of dimensionality reduction. Diego Hernán Peluffo-Ordóñez, John Aldo Lee, Michel Verleysen |
| 2014 | GoldMiner: A genetic programming based algorithm applied to Brazilian Stock Market. Alexandre Pimenta, Frederico Gadelha Guimarães, Eduardo G. Carrano, Ciniro Aparecido Leite Nametala, Ricardo H. C. Takahashi |
| 2014 | High dimensional exploration: A comparison of PCA, distance concentration, and classification performance in two fMRI datasets. Joset A. Etzel, Todd S. Braver |
| 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 | 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 | Learning energy consumption profiles from data. Jean-Marc Andreoli |
| 2014 | MapReduce guided approximate inference over graphical models. Ahsanul Haque, Swarup Chandra, Latifur Khan, Michael Baron |
| 2014 | Massively parallelized support vector machines based on GPU-accelerated multiplicative updates. Connie Khor Li Kou, Chao-Hui Huang |
| 2014 | Matching social network biometrics using geo-analytical behavioral modeling. Mark Rahmes, Kevin L. Fox, John Delay, Gran Roe |
| 2014 | New bilinear formulation to semi-supervised classification based on Kernel Spectral Clustering. Vilen Jumutc, Johan A. K. Suykens |
| 2014 | Novelty detection applied to the classification problem using Probabilistic Neural Network. Balvant Yadav, V. Susheela Devi |
| 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 | 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 | Optimization of the type-1 and interval type-2 fuzzy integrators in Ensembles of ANFIS models for prediction of the Dow Jones time series. Jesus Soto, Patricia Melin, Oscar Castillo |
| 2014 | Patient level analytics using self-organising maps: A case study on Type-1 Diabetes self-care survey responses. Santosh Tirunagari, Norman Poh, Kouros Aliabadi, David Windridge, Deborah Cooke |
| 2014 | Precision-Recall-Optimization in Learning Vector Quantization Classifiers for Improved Medical Classification Systems. Thomas Villmann, Marika Kaden, Mandy Lange, Paul Sturmer, Wieland Hermann |
| 2014 | Predicting student success based on prior performance. Ahmad Slim, Gregory L. Heileman, Jarred Kozlick, Chaouki T. Abdallah |
| 2014 | Product aspect identification: Analyzing role of different classifiers. Xing Hu, Sukanya Manna, Brian N. Truong |
| 2014 | Quantum clustering - A novel method for text analysis. Ding Liu, Minghu Jiang, Xiaofang Yang |
| 2014 | Recognizing gym exercises using acceleration data from wearable sensors. Heli Koskimäki, Pekka Siirtola |
| 2014 | Recommendation for Web services with domain specific context awareness. Banage T. G. S. Kumara, Incheon Paik, Koswatte R. C. Koswatte, Wuhui Chen |
| 2014 | Relational data partitioning using evolutionary game theory. Lawrence O. Hall, Alireza Chakeri |
| 2014 | Rule extraction using genetic programming for accurate sales forecasting. Rikard König, Ulf Johansson |
| 2014 | Scaling a neyman-pearson subset selection approach via heuristics for mining massive data. Gregory Ditzler, Matthew Austen, Gail L. Rosen, Robi Polikar |
| 2014 | Semantic clustering-based cross-domain recommendation. Anil Kumar, Nitesh Kumar, Muzammil Hussain, Santanu Chaudhury, Sumeet Agarwal |
| 2014 | Semi-supervised source extraction methodology for the nosological imaging of glioblastoma response to therapy. Sandra Ortega-Martorell, Iván Olier, Teresa Delgado-Goni, Magdalena Ciezka, Margarida Julià-Sapé, Paulo J. G. Lisboa, Carles Arús |
| 2014 | Sensor dynamics in high dimensional phase spaces via nonlinear transformations: Application to helicopter loads monitoring. Julio J. Valdés, Catherine Cheung, Matthew Li |
| 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 | The use of process mining in a business process simulation context: Overview and challenges. Niels Martin, Benoît Depaire, An Caris |
| 2014 | Tibetan-Chinese cross language named entity extraction based on comparable corpus and naturally annotated resources. Yuan Sun, Wenbin Guo, Xiaobing Zhao |
| 2014 | To what extend can we predict students' performance? A case study in colleges in South Africa. Norman Poh, Ian Smythe |
| 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 | Valid interpretation of feature relevance for linear data mappings. Benoît Frénay, Daniela Hofmann, Alexander Schulz, Michael Biehl, Barbara Hammer |
| 2014 | Weighted feature-based classification of time series data. Penugonda Ravikumar, V. Susheela Devi |
| 2014 | Weighted one-class classification for different types of minority class examples in imbalanced data. Bartosz Krawczyk, Michal Wozniak, Francisco Herrera |
| 2014 | What can spatial collectives tell us about their environment? Zena Wood |
| 2014 | Wolf search algorithm for attribute reduction in classification. Waleed Yamany, Eid Emary, Aboul Ella Hassanien |
| 2014 | kNN estimation of the unilateral dependency measure between random variables. Angel Cataron, Razvan Andonie, Yvonne Chueh |