| 2004 | A "virtual student" leads to the possibility of optimiser agents in an ITS. Mircea Gh. Negoita, David Pritchard |
| 2004 | A Bayesian technique for task localization in multiple goal Markov decision processes. James L. Carroll, Kevin D. Seppi |
| 2004 | A comparative study among three algorithms for frequent pattern generation. Md. Rafiqul Islam, Safwan Mahmud Khan, Mohammad Azud us zaman, Syed Shahed Kabir Robin |
| 2004 | A game theory approach to pairwise classification with support vector machines. Mikhail Petrovskiy |
| 2004 | A minimum classification error (MCE) framework for generalized linear classifier in machine learning for text categorization/retrieval. Wu Chou, Li Li |
| 2004 | A naiive bayes learning based website reconfiguration system. Jia Li, Huiqing Li, Xiumei Jia |
| 2004 | A new cluster-based feature extraction method for surface defect detection. Gang Yu, Sagar V. Kamarthi, Stefan Pittner |
| 2004 | A new discrete binary particle swarm optimization based on learning automata. Reza Rastegar, Mohammad Reza Meybodi, Kambiz Badie |
| 2004 | A new landmarker generation algorithm based on correlativity. Daren Ler, Irena Koprinska, Sanjay Chawla |
| 2004 | A tutorial search engine based on Bayesian learning. Oystein Hernes, Jianna Zhang |
| 2004 | Agnostic learning of general geometric patterns and multi-instance learning in R Stephen D. Scott |
| 2004 | An adaptive approach for assisting in the recovery from spatial disorientation. Wayne J. Staats, Marwa Shideed, Ssu-yu Lu |
| 2004 | An extensible service oriented distributed data mining framework. Anup Kumar, Mehmed M. Kantardzic, Padmanabhan Ramaswamy, Pedram Sadeghian |
| 2004 | Authoritative citation KNN learning in multiple-instance problems. Joseph Bernadt, Leen-Kiat Soh |
| 2004 | Autonomous navigation using neural networks. Jonathon R. Deming, Marco Antonio Assfalk de Oliveira |
| 2004 | Bayesian estimation and classification with incomplete data using mixture models. Jufen Zhang, Richard M. Everson |
| 2004 | Case-based learning mechanisms to deliver learning materials. Todd Blank, Leen-Kiat Soh, Lee Dee Miller, Suzette Person |
| 2004 | Coping with partially corrupted data. Choh Man Teng |
| 2004 | Creating an SVM to play strong poker. Todd Blank, Leen-Kiat Soh, Stephen Scott |
| 2004 | Data augmentation for linearly separable feature space. EunSang Bak |
| 2004 | Data mining application for predictive learning from visiting nurse association data. Pallavi Vyas, Adel Elmaghraby, Robert Topp |
| 2004 | Data mining for security applications. Bhavani Thuraisingham |
| 2004 | Decision-tree learning in dwell point policies in autonomous vehicle storage and retrieval systems (AVSRS). Miki Fukunari, Kristin P. Bennett, Charles J. Malmborg |
| 2004 | Detecting driver inattention in the absence of driver monitoring sensors. Kari Torkkola, Noel Massey, Chip Wood |
| 2004 | EMPRR: a high-dimensional EM-based peicewise regression algorithm. Manimozhiyan Arumugam, Stephen D. Scott |
| 2004 | Effective dynamic sample selection algorithm. Peter Géczy, Shiro Usui |
| 2004 | Efficient retrieval of electron density patterns for modeling proteins by X-ray crystallography. Kreshna Gopal, Tod D. Romo, James C. Sacchettini, Thomas R. Ioerger |
| 2004 | Emergent representations and reasoning in adaptive agents. Joost Broekens, Doug DeGroot |
| 2004 | Enhanced ICA mixture model for image segmentation. Patrícia R. Oliveira, Roseli A. F. Romero |
| 2004 | Evolution of a P/N fuzzy obstacle avoidance controller for an autonomous robot. John H. Lilly |
| 2004 | Exploring classification heterogeneity with IPA. Iryna Skrypnyk |
| 2004 | Feature fusion and degradation using self-organizing map. Hai Qiu, Jay Lee |
| 2004 | Identifying word boundaries in handwrittem text. Yi Sun, Timothy S. Butler, Alexander V. Shafarenko, Rod Adams, Martin J. Loomes, Neil Davey |
| 2004 | Impact of missing data in training artificial neural networks for computer-aided diagnosis. Mia K. Markey, Amit C. Patel |
| 2004 | Implementation of PGAs in conjunction with fuzzy algorithm. Key Lou Kwon, Ali T. Alouani |
| 2004 | Improved quality of interference in multilevel secure knowledge-based systems. Binto George, Susan S. Mathai |
| 2004 | Improving performance of nearest neighborhood classifier using genetic programming. Abdul Majid, Asifullah Khan, Anwar M. Mirza |
| 2004 | Income prediction via support vector machine. Alina Lazar |
| 2004 | Induction of expressive music performance models. Rafael Ramírez, Amaury Hazan |
| 2004 | Intelligent control for drug delivery in management of renal anemia. Adam E. Gaweda, Alfred A. Jacobs, George R. Aronoff, Michael E. Brier |
| 2004 | LASSO: a learning architecture for semantic web ontologies. Christopher N. Hammack, Stephen D. Scott |
| 2004 | Learning hidden Markov models from the state distribution oracle. Luis G. Moscovich, Jianhua Chen |
| 2004 | Matching an opponent's performance in a real-time, dynamic environment. Jeremy A. Glasser, Leen-Kiat Soh |
| 2004 | Medical image classfication using an efficient data mining technique. Safwan Mahmud Khan, Md. Rafiqul Islam, Morshed U. Chowdhury |
| 2004 | Mining frequent closed itemsets for large data. Huaiguo Fu, Engelbert Mephu Nguifo |
| 2004 | Mining interesting contrast rules for a web-based educational system. Behrouz Minaei-Bidgoli, Pang-Ning Tan, William F. Punch |
| 2004 | Mobile data mining for radio resource management in wireless mobile networks. Sherif Rashad, Mehmed M. Kantardzic, Anup Kumar |
| 2004 | Multi-dimensional sequential web mining by utilizing fuzzy interferencing. Tansel Özyer, Reda Alhajj, Ken Barker |
| 2004 | Multiple instance learning using simple classifiers. Adam Cannon, Don R. Hush |
| 2004 | Obstacle avoidance using image flow in an RT-Linux environment in a PC-104 platform. Jonathon R. Deming, Stephen B. H. Bruder |
| 2004 | On the computational complexity of two frequent set generation algorithms. Alan P. Sprague |
| 2004 | Outlier detection and evaluation by network flow. Ying Liu, Alan P. Sprague |
| 2004 | Planning with predictive state representations. Michael R. James, Satinder Singh, Michael L. Littman |
| 2004 | PolyCluster: an interactive visualization approach to construct classification rules. Danyu Liu, Alan P. Sprague, Jeffrey G. Gray |
| 2004 | Prediction of dynamic forces on lumbar joint using a recurrent neural network model. Yanfeng Jou, Jacek M. Zurada, Waldemar Karwowski |
| 2004 | Proceedings of the 2004 International Conference on Machine Learning and Applications - ICMLA 2004, 16-18 December 2004, Louisville, KY, USA. Mehmed M. Kantardzic, Mariofanna G. Milanova, Olfa Nasraoui |
| 2004 | RAIN: data clustering using randomized interactions between data points. Jonatan Gómez, Olfa Nasraoui, Elizabeth León |
| 2004 | Reducing complexity of rule based models via meta mining. Lukasz A. Kurgan |
| 2004 | Satisficing Q-learning: efficient learning in problems with dichotomous attributes. Michael A. Goodrich, Morgan Quigley |
| 2004 | Scoring systems, classifiers, default probabilities, and kernel methods. Bernd-Jürgen Falkowski |
| 2004 | Similarity search in time series databases using moments. Durga Toshniwal, Ramesh Chandra Joshi |
| 2004 | Solving an inverse partial differential equation for a two dimensional heat conduction problem with oscillating boundary conditions using an artificial immune system. Charles L. Karr, Abhishek Banerjee, Punyasloka Mishra |
| 2004 | Sparse representations and performances in support vector machines. Nicola Ancona, Rosalia Maglietta, Ettore Stella |
| 2004 | Substitution matrix based kernel functions for protein secondary structure prediction. Bram Vanschoenwinkel, Bernard Manderick |
| 2004 | Supervised relevance neural gas and unified maximum separability analysis for classification of mass spectrometric data. Frank-Michael Schleif, U. Clauss, Thomas Villmann, Barbara Hammer |
| 2004 | Time-based multi-layer perceptron for novelty detection in sensor networks. Gregory Von Pless, Tayeb Al Karim, Leon Reznik |
| 2004 | Two new regularized AdaBoost algorithms. Yijun Sun, Jian Li, William W. Hager |
| 2004 | Unsupervised machine learning and cognitive systems in learning user state for context-aware computing. Asim Smailagic |
| 2004 | Using association rules without understanding their underlying causality reduces their decision value. Lawrence J. Mazlack |
| 2004 | Variable resolution discretization in the joint space. Christopher K. Monson, David Wingate, Kevin D. Seppi, Todd S. Peterson |