| 2008 | Speaker Siglet Detection for Business Microscope. | Jun Nishimura, Nobuo Sato, Tadahiro Kuroda |
| 2008 | A Combination of Positive and Negative Fuzzy Rules for Image Classification Problem. | Thanh Minh Nguyen, Q. M. Jonathan Wu |
| 2008 | Combining the Wavelet Transform and Forecasting Models to Predict Gas Forward Prices. | Hang T. Nguyen, Ian T. Nabney |
| 2008 | Using Neural Networks to Predict Breathing Motion. | Martin J. Murphy |
| 2008 | Target Selection: A New Learning Paradigm and Its Application to Genetic Association Studies. | Johannes Mohr, Sambu Seo, Imke Puls, Andreas Heinz, Klaus Obermayer |
| 2008 | Automated Microarray Classification Based on P-SVM Gene Selection. | Johannes Mohr, Sambu Seo, Klaus Obermayer |
| 2008 | Video Shot Segmentation Using Late Fusion Technique. | C. Krishna Mohan, N. Dhananjaya, B. Yegnanarayana |
| 2008 | Comparative Analysis of the Impact of Discretization on the Classification with Nave Bayes and Semi-Nave Bayes Classifiers. | Marcin J. Mizianty, Lukasz A. Kurgan, Marek R. Ogiela |
| 2008 | Estimating Missing Data and Determining the Confidence of the Estimate Data. | Jaisheel Mistry, Fulufhelo V. Nelwamondo, Tshilidzi Marwala |
| 2008 | Dynamic Modeling with Ensemble Kalman Filter Trained Recurrent Neural Networks. | Derrick Takeshi Mirikitani, Nikolay I. Nikolaev |
| 2008 | Improving Kernel Density Classifier Using Corrective Bandwidth Learning with Smooth Error Loss Function. | Dwi Sianto Mansjur, Biing-Hwang Juang |
| 2008 | Model Based Unsupervised Learning Guided by Abundant Background Samples. | Rami N. Mahdi, Eric C. Rouchka |
| 2008 | Research of PU Text Semi-supervised Classification Based on Ontology Feature Extraction. | Na Luo, Fuyu Yuan, Wanli Zuo, Fengling He |
| 2008 | Detection of Sequential Outliers Using a Variable Length Markov Model. | Ccile Low-Kam, Anne Laurent, Maguelonne Teisseire |
| 2008 | On the Use of Accuracy and Diversity Measures for Evaluating and Selecting Ensembles of Classifiers. | Tuve Lfstrm, Ulf Johansson, Henrik Bostrm |
| 2008 | Simulation Experiments with Bio-inspired Algorithms for Odor Source Localization in Laminar Wind Flow. | Thomas Lochmatter, Alcherio Martinoli |
| 2008 | Boundary Constrained Manifold Unfolding. | Bo Liu, Hongbin Zhang, WenAn Chen |
| 2008 | Video Steganalysis Based on the Expanded Markov and Joint Distribution on the Transform Domains Detecting MSU StegoVideo. | Qingzhong Liu, Andrew H. Sung, Mengyu Qiao |
| 2008 | Distance Metric Learning and Support Vector Machines for Classification of Mass Spectrometry Proteomics Data. | Qingzhong Liu, Mengyu Qiao, Andrew H. Sung |
| 2008 | Detecting Disease Associated Genes and Gene-Gene Interactions with Penalized AUC Maximization. | Zhenqiu Liu |
| 2008 | Integration of Chemical and Visual Sensors for Identifying an Odor Source in Near Shore Ocean Conditions. | Wei Li, Joseph E. Sutton, Y. Li |
| 2008 | Classification, Dimensionality Reduction, and Maximally Discriminatory Visualization of a Multicentre 1H-MRS Database of Brain Tumors. | Paulo J. G. Lisboa, Enrique Romero, Alfredo Vellido, Margarida Juli-Sap, Carles Ars |
| 2008 | An Application of Latent Dirichlet Allocation to Analyzing Software Evolution. | Erik Linstead, Cristina Videira Lopes, Pierre Baldi |
| 2008 | Tumor Targeting for Lung Cancer Radiotherapy Using Machine Learning Techniques. | Tong Lin, Laura I. Cervino, Xiaoli Tang, Nuno Vasconcelos, Steve B. Jiang |
| 2008 | Gene Network Learning Using Regulated Dynamic Bayesian Network Methods. | Xiaotong Lin, Xue-wen Chen |