| 2008 | The Sixth International Conference on Machine Learning and Applications, ICMLA 2007, Cincinnati, Ohio, USA, 13-15 December 2007 M. Arif Wani, Mehmed M. Kantardzic, Tao Li, Ying Liu, Lukasz A. Kurgan, Jieping Ye, Mitsunori Ogihara, Seref Sagiroglu, Xue-wen Chen, Leif E. Peterson, Khalid Hafeez |
| 2007 | 2IBGSOM: interior and irregular boundaries growing self-organizing maps. Thouraya Ayadi, Tarek M. Hamdani, Adel M. Alimi, Mohamed A. Khabou |
| 2007 | A Clustering-Based Approach to Predict Outcome in Cancer Patients. Kai Xing, Donald Henson, Dechang Chen, Li Sheng |
| 2007 | A New Ant Evolution Algorithm to Resolve TSP Problem. Qingbao Zhu, Shuyan Chen |
| 2007 | A Statistical Algorithm to Discover Knowledge in Medical Data Sources. Alexander Senf, Carl Leonard, James M. DeLeo |
| 2007 | A comparison of two algorithms for predicting the condition number. Dianwei Han, Jun Zhang |
| 2007 | A hierarchical feature decomposition clustering algorithm for unsupervised classification of document image types. Dean Curtis, Vitaliy Kubushyn, Evangelos A. Yfantis, Michael Rogers |
| 2007 | A music recommendation system with a dynamic k-means clustering algorithm. Dong Moon Kim, Kunsu Kim, Kyo-Hyun Park, Jee-Hyong Lee, Keon-Myung Lee |
| 2007 | A new time series prediction algorithm based on moving average of nth-order difference. Yang Lan, Daniel Neagu |
| 2007 | A simultaneous two-level clustering algorithm for automatic model selection. Guénaël Cabanes, Younès Bennani |
| 2007 | A spline based regression technique on interval valued noisy data. Balaji Kommineni, Shubhankar Basu, Ranga Vemuri |
| 2007 | A web based adaptive educational system. Hamdi Tolga Kahraman, Ilhami Colak, Seref Sagiroglu |
| 2007 | Alignment of Multiple Proteins with an Ensemble of Hidden Markov Models. Jia Song, Chunmei Liu, Yinglei Song, Junfeng Qu |
| 2007 | An Efficient Constraint-Based Closed Set Mining Algorithm. Haiyun Bian, Raj Bhatnagar, Barrington Young |
| 2007 | An Itemset-Driven Cluster-Oriented Approach to Extract Compact and Meaningful Sets of Association Rules. Claudio Haruo Yamamoto, Maria Cristina Ferreira de Oliveira, Magaly Lika Fujimoto, Solange Oliveira Rezende |
| 2007 | An OCR-independent character segmentation using shortest-path in grayscale document images. Jia Tse, Christopher Jones, Dean Curtis, Evangelos A. Yfantis |
| 2007 | An agent based system for california electricity market: a perspective of myopic machine learning. Toshiyuki Sueyoshi, Gopalakrishna Reddy Tadiparthi |
| 2007 | An application of a rule-based model in software quality classification. Lofton A. Bullard, Taghi M. Khoshgoftaar, Kehan Gao |
| 2007 | An incremental viterbi algorithm. Jason Bobbin |
| 2007 | An optimization method for selecting parameters in support vector machines. Yulin Dong, Manghui Tu, Zhonghang Xia, Guangming Xing |
| 2007 | Association Learning in SOMs for Fuzzy-Classification. Thomas Villmann, Frank-Michael Schleif, Martijn van der Werff, André M. Deelder, Rob A. E. M. Tollenaar |
| 2007 | Automatic medical coding of patient records via weighted ridge regression. Jian-Wu Xu, Shipeng Yu, Jinbo Bi, Lucian Vlad Lita, Radu Stefan Niculescu, R. Bharat Rao |
| 2007 | Bias-variance tradeoff in hybrid generative-discriminative models. Guillaume Bouchard |
| 2007 | Biomarker Identification by Knowledge-Driven Multi-Level ICA and Motif Analysis. Li Chen, Chen Wang, Ie-Ming Shih, Tian-Li Wang, Zhen Zhang, Yue Joseph Wang, Robert Clarke, Eric P. Hoffman, Jianhua Xuan |
| 2007 | Boosting inductive transfer for text classification using wikipedia. Somnath Banerjee |
| 2007 | Bootstrapping algorithms for an application in the automotive domain. Martin Schierle, Sascha Schulz |
| 2007 | CLASSEQ: Classification of Sequences via Comparative Analysis of Multiple Genomes. Kwangmin Choi, Youngik Yang, Sun Kim |
| 2007 | Clustering Categorical Data Based on Maximal Frequent Itemsets. Dadong Yu, Dongbo Liu, Rui Luo, Jianxin Wang |
| 2007 | Co-clustering by similarity refinement. Jian Zhang |
| 2007 | Combining active learning and relevance vector machines for text classification. Catarina Silva, Bernardete Ribeiro |
| 2007 | Combining multi-distributed mixture models and bayesian networks for semi-supervised learning. Manuel Stritt, Lars Schmidt-Thieme, Gerhard Poeppel |
| 2007 | Comparison of semantic and single term similarity measures for clustering turkish documents. Bülent Yücesoy, Sule Gündüz Ögüdücü |
| 2007 | Constructive neural network ensemble for regression tasks in high dimensional spaces. Adeline Schmitz, Hamid Hefazi |
| 2007 | Control of a re-entrant line manufacturing model with a reinforcement learning approach. José A. Ramírez-Hernández, Emmanuel Fernandez |
| 2007 | Covariance matrix computations with federated databases. Barrington Young, Raj Bhatnagar, Giridhar Tatavarty, Haiyun Bian |
| 2007 | Cox's Proportional Hazards Model with Lp Penalty for Biomarker Identification and Survival Prediction. Zhenqiu Liu |
| 2007 | Design of Simple Limit Cycles with Recurrent Neural Networks for Oscillatory Control. Guillaume Jouffroy |
| 2007 | Dimensionality reduction for active learning with nearest neighbour classifier in text categorisation problems. Michael Davy, Saturnino Luz |
| 2007 | Direct calculation of predictions for K29/K29. Brian Burford |
| 2007 | Discover the power of social and hidden curriculum to decision making: experiments with enron email and movie newsgroups. Hung-Ching Chen, Mark K. Goldberg, Malik Magdon-Ismail, William A. Wallace |
| 2007 | Effect of synaptic weight assignment on spiking neuron response. Robert H. Fujii, Taiki Ichishita |
| 2007 | Efficient label propagation for interactive image segmentation. Fei Wang, Xin Wang, Tao Li |
| 2007 | Enhanced recursive feature elimination. Xue-wen Chen, Jong Cheol Jeong |
| 2007 | Estimating class probabilities in random forests. Henrik Boström |
| 2007 | Evolutionary Sound Matching: A Test Methodology and Comparative Study. Thomas J. Mitchell, David P. Creasey |
| 2007 | Evolving kernel functions for SVMs by genetic programming. Laura Diosan, Alexandrina Rogozan, Jean-Pierre Pécuchet |
| 2007 | Extraction of minimum decision algorithm using rough sets and genetic algorithms. Michiyuki Hirokane, Shusaku Kouno, Yasutoshi Nomura |
| 2007 | Feature Extraction from Microarray Expression Data by Integration of Semantic Knowledge. Young-Rae Cho, Xian Xu, Woochang Hwang, Aidong Zhang |
| 2007 | Feature extraction using random matrix theory approach. Viktoria Rojkova, Mehmed M. Kantardzic |
| 2007 | Generalized Sequence Signatures through Symbolic Clustering. Dietmar H. Dorr, Anne Denton |
| 2007 | Hybrid Neural Network Based Model for Predicting the Performance of a Two Stroke Spark Ignition Engine. Mohmad Marouf Wani, M. Arif Wani |
| 2007 | Identifying Functional Binding Motifs of Tumor Protein p53 Using Support Vector Machines. Amit U. Sinha, Mukta Phatak, Raj Bhatnagar, Anil G. Jegga |
| 2007 | Improvement of Bayesian Network Inference Using a Relaxed Gene Ordering. Dongxiao Zhu, Hua Li |
| 2007 | Improving gene expression programming performance by using differential evolution. Qiongyun Zhang, Chi Zhou, Weimin Xiao, Peter C. Nelson |
| 2007 | LEONARDO - The computational intelligence (CI) model selection wizard. Peter Owotoki, Friedrich Mayer-Lindenberg |
| 2007 | Large Scale Classification with Support Vector Machine Algorithms. Thanh-Nghi Do, Jean-Daniel Fekete |
| 2007 | Learning Algorithms for Grammars of Variable Arity Trees. Neetha Sebastian, Kamala Krithivasan |
| 2007 | Learning a knowledge base of ontological concepts for high-level scene interpretation. Johannes Hartz, Bernd Neumann |
| 2007 | Learning bayesian networks consistent with the optimal branching. Alexandra M. Carvalho, Arlindo L. Oliveira |
| 2007 | Learning complex problem solving expertise from failures. Cristina Boicu, Gheorghe Tecuci, Mihai Boicu |
| 2007 | Learning in Biomedicine and Bioinformatics Using Affinity Propagation. Brendan J. Frey |
| 2007 | Learning to evaluate conditional partial plans. Slawomir Nowaczyk, Jacek Malec |
| 2007 | Learning with limited minority class data. Taghi M. Khoshgoftaar, Chris Seiffert, Jason Van Hulse, Amri Napolitano, Andres Folleco |
| 2007 | Learning: An Effective Approach in Endgame Chess Board Evaluation. Mehdi Samadi, Zohreh Azimifar, Mansoor Zolghadri Jahromi |
| 2007 | Logistic Ensembles for Random Spherical Linear Oracles. Leif E. Peterson, Matthew A. Coleman |
| 2007 | Machine Learning Challenges in Chemoinformatics and Drug Screening and Design. Pierre Baldi |
| 2007 | Machine Learning for Information Management: Some Promising Directions. William W. Cohen |
| 2007 | Machine learned regression for abductive DNA sequencing. David Thornley, Maxim Zverev, Stavros Petridis |
| 2007 | Manifold clustering via energy minimization. Qiyong Guo, Hongyu Li, Wenbin Chen, I-Fan Shen, Jussi Parkkinen |
| 2007 | Maximum Likelihood Quantization of Genomic Features Using Dynamic Programming. Mingzhou (Joe) Song, Robert M. Haralick, Stéphane Boissinot |
| 2007 | Memory-based context-sensitive spelling correction at web scale. Andrew Carlson, Ian Fette |
| 2007 | Model evaluation for prognostics: estimating cost saving for the end users. Chunsheng Yang, Sylvain Létourneau |
| 2007 | Modeling Spatial-Temporal Epidemics Using STBL Model. Lynne Billard, Duck-Ki Kim, Chan-Hee Lee, Sung Duck Lee, Keon-Myung Lee, Sung-Soo Kim |
| 2007 | Modifying kernels using label information improves SVM classification performance. Martin Renqiang Min, Anthony J. Bonner, Zhaolei Zhang |
| 2007 | Multi-Stages Genetic Algorithms: Introducing Temporal Structures to Facilitate Selection of Optimal Evolutionary Paths. Ting Qian |
| 2007 | Neural Networks with Complex-Valued Neurons for Recurrent and Feedforward Architectures. Jacek M. Zurada |
| 2007 | Normalized Linear Transform for Cross-Platform Microarray Data Integration. Huilin Xiong, Ya Zhang, Xue-wen Chen |
| 2007 | Performance evaluation of EANT in the robocup keepaway benchmark. Jan Hendrik Metzen, Mark Edgington, Yohannes Kassahun, Frank Kirchner |
| 2007 | Phase transition and heuristic search in relational learning. Érick Alphonse, Aomar Osmani |
| 2007 | Polynomial and RBF Kernels as Marker Selection Tools-A Breast Cancer Case Study. Michalis E. Blazadonakis, Michalis E. Zervakis |
| 2007 | Predicting Binding Sites in the Mouse Genome. Yi Sun, Mark Robinson, Rod Adams, Neil Davey, Alistair G. Rust |
| 2007 | Predicting building contamination using machine learning. Shawn Martin, Sean McKenna |
| 2007 | Probabilistic Graphical Models-Theory, Algorithm, and Application. Eric P. Xing |
| 2007 | Rare Itemset Mining. Mehdi Adda, Lei Wu, Yi Feng |
| 2007 | Recognition of ultrasonic multi-echo sequences for autonomous symbolic indoor tracking. André Stuhlsatz |
| 2007 | Reducing a Biomarkers List via Mathematical Programming: Application to Gene Signatures to Detect Time-Dependent Hypoxia in Cancer. Glenn Fung, Renaud Seigneuric, Sriram Krishnan, R. Bharat Rao, Brad G. Wouters, Philippe Lambin |
| 2007 | Rule refinement with extended data expression. Jung Min Kong, Dong-Hun Seo, Won Don Lee |
| 2007 | SEBINI-CABIN: An Analysis Pipeline for Biological Network Inference, with a Case Study in Protein-Protein Interaction Network Reconstruction. Ronald C. Taylor, Mudita Singhal, Don Simone Daly, Kelly Domico, Amanda M. White, Deanna L. Auberry, Kenneth J. Auberry, Brian Hooker, Gregory B. Hurst, Jason E. McDermott, W. Hayes McDonald, Dale Pelletier, Denise Schmoyer, William R. Cannon |
| 2007 | SVMotif: A Machine Learning Motif Algorithm. Mark A. Kon, Yue Fan, Dustin T. Holloway, Charles DeLisi |
| 2007 | Scalable optimal linear representation for face and object recognition. Yiming Wu, Xiuwen Liu, Washington Mio |
| 2007 | Semantic Partition Based Association Rule Mining across Multiple Databases Using Abstraction. P. Santhi Thilagam, V. S. Ananthanarayana |
| 2007 | Semi-Supervised Active Learning for Modeling Medical Concepts from Free Text. Rómer Rosales, Praveen Krishnamurthy, R. Bharat Rao |
| 2007 | Soft Failure Detection Using Factorial Hidden Markov Models. Guillaume Bouchard, Jean-Marc Andreoli |
| 2007 | Sparsity regularization path for semi-supervised SVM. Gilles Gasso, Karina Zapien Arreola, Stéphane Canu |
| 2007 | Statistical and Biological Validation Methods in Cluster Analysis of Gene Expression. Daniele Yumi Sunaga, Júlio C. Nievola, Milton Pires Ramos |
| 2007 | Supervised reinforcement learning using behavior models. Víctor Uc Cetina |
| 2007 | Support Vector Machine Classification of Probability Models and Peptide Features for Improved Peptide Identification from Shotgun Proteomics. Bobbie-Jo M. Webb-Robertson, Christopher S. Oehmen, William R. Cannon |
| 2007 | Technologies and Solutions for Trend Detection in Public Literature for Biomarker Discovery. Bernd Wachmann |
| 2007 | Text Mining and Ontology Applications in Bioinformatics and GIS. Shamkant B. Navathe |
| 2007 | The Natural Induction System AQ21 and its Application to Data Describing Patients with Metabolic Syndrome: Initial Results. Janusz Wojtusiak, Ryszard S. Michalski, Thipkesone Simanivanh, Anna V. Baranova |
| 2007 | Toward optimal selection of feature clusters. Lei Yu, Hao Li |
| 2007 | Tracking recurrent concept drift in streaming data using ensemble classifiers. Sasthakumar Ramamurthy, Raj Bhatnagar |
| 2007 | Uncertainty optimization for robust dynamic optical flow estimation. Volker Willert, Marc Toussaint, Julian Eggert, Edgar Körner |
| 2007 | Understanding Challenges in Preserving and Reconstructing Computer-Assisted Medical Decision Processes. Sang-Chul Lee, Peter Bajcsy |
| 2007 | Use of Neural Networks to Predict Adverse Outcomes from Acute Coronary Syndrome for Male and Female Patients. Claire L. McCullough, Andrew J. Novobilski, Francis M. Fesmire |
| 2007 | Using evolutionary sampling to mine imbalanced data. Dennis J. Drown, Taghi M. Khoshgoftaar, Ramaswamy Narayanan |
| 2007 | Using genetic programming for the induction of oblique decision trees. Amin Shali, Mohammad Reza Kangavari, Bahareh Bina |
| 2007 | Web based machine learning for language identification and translation. Seref Sagiroglu, Uraz Yavanoglu, Esra Nergis Guven |
| 2007 | Web-based maze robot learning using fuzzy motion control system. Nihat Yilmaz, Seref Sagiroglu |
| 2007 | Web-based parallel corpora for statistical machine translation. Bo Li, Juan Liu, Wenjuan Shi |