52 results
(View BibTeX file of all listed publications)

**A Tutorial on Spectral Clustering**
*Statistics and Computing*, 17(4):395-416, December 2007 (article)

**A Tutorial on Kernel Methods for Categorization**
*Journal of Mathematical Psychology*, 51(6):343-358, December 2007 (article)

**Accurate Splice site Prediction Using Support Vector Machines**
*BMC Bioinformatics*, 8(Supplement 10):1-16, December 2007 (article)

**Experimental design for efficient identification of gene regulatory networks using sparse Bayesian models**
*BMC Systems Biology*, 1(51):1-15, November 2007 (article)

**A unifying framework for robot control with redundant DOFs**
*Autonomous Robots*, 24(1):1-12, October 2007 (article)

**The Need for Open Source Software in Machine Learning**
*Journal of Machine Learning Research*, 8, pages: 2443-2466, October 2007 (article)

**Some observations on the masking effects of Mach bands**
*Journal of the Optical Society of America A*, 24(10):3233-3241, October 2007 (article)

**Mining complex genotypic features
for predicting HIV-1 drug resistance**
*Bioinformatics*, 23(18):2455-2462, September 2007 (article)

**Real-Time Fetal Heart Monitoring in Biomagnetic Measurements Using Adaptive Real-Time ICA**
*IEEE Transactions on Biomedical Engineering*, 54(10):1867-1874, September 2007 (article)

**Book Review: Computational Intelligence: Principles, Techniques and Applications by Amit Konar**
*The Computer Journal*, 50(6):758-758, September 2007 (article)

**Feature Selection for Trouble Shooting
in Complex Assembly Lines**
*IEEE Transactions on Automation Science and Engineering*, 4(3):465-469, July 2007 (article)

**Gene selection via the BAHSIC family of algorithms**
*Bioinformatics*, 23(13: ISMB/ECCB 2007 Conference Proceedings):i490-i498, July 2007 (article)

**Phenotyping of Chondrocytes In Vivo and In Vitro Using cDNA Array Technology**
*Clinical Orthopaedics and Related Research*, 460, pages: 226-233, July 2007 (article)

**Common Sequence Polymorphisms Shaping Genetic Diversity in Arabidopsis thaliana**
*Science*, 317(5836):338-342, July 2007 (article)

**Graph Laplacians and their Convergence on Random Neighborhood Graphs**
*Journal of Machine Learning Research*, 8, pages: 1325-1370, June 2007 (article)

**Bayesian Reconstruction of the Density of States**
*Physical Review Letters*, 98(20, 200601):1-4, May 2007 (article)

**PALMA: mRNA to Genome Alignments using Large Margin Algorithms**
*Bioinformatics*, 23(15):1892-1900, May 2007 (article)

**Texture and object motion in slant discrimination: Failure of reliability-based weighting of cues may be evidence for strong fusion**
*Journal of Vision*, 7(6:3):1-21, April 2007 (article)

**Training a Support Vector Machine in the Primal**
*Neural Computation*, 19(5):1155-1178, March 2007 (article)

**Improving the Caenorhabditis elegans Genome Annotation Using Machine Learning**
*PLoS Computational Biology*, 3(2, e20):0313-0322, February 2007 (article)

**Quantum broadcasting problem in classical low-power signal processing**
*Physical Review A*, 75(2):11, February 2007 (article)

**Statistical Consistency of Kernel Canonical Correlation Analysis**
*Journal of Machine Learning Research*, 8, pages: 361-383, February 2007 (article)

**Some observations on the pedestal effect**
*Journal of Vision*, 7(1:3):1-15, January 2007 (article)

**Cue Combination and the Effect of Horizontal Disparity and Perspective on Stereoacuity**
*Spatial Vision*, 20(1):107-138, January 2007 (article)

**Bacterial flagella-based propulsion and on/off motion control of microscale objects**
*Applied Physics Letters*, 90(2):023902, AIP, 2007 (article)

**Friction of partially embedded vertically aligned carbon nanofibers inside elastomers**
*Applied Physics Letters*, 91(6):061906, AIP, 2007 (article)

**Enhanced friction of elastomer microfiber adhesives with spatulate tips**
*Applied Physics Letters*, 91(22):221913, AIP, 2007 (article)

**Microscale and nanoscale robotics systems [grand challenges of robotics]**
*IEEE Robotics \& Automation Magazine*, 14(1):53-60, IEEE, 2007 (article)

**A new biomimetic adhesive for therapeutic capsule endoscope applications in the gastrointestinal tract**
*Gastrointestinal Endoscopy*, 65(5):AB91, Mosby, 2007 (article)

**Visual servoing-based autonomous 2-D manipulation of microparticles using a nanoprobe**
*IEEE Transactions on control systems technology*, 15(5):842-852, IEEE, 2007 (article)

**Adhesion of biologically inspired vertical and angled polymer microfiber arrays**
*Langmuir*, 23(6):3322-3332, ACS Publications, 2007 (article)

**Waalbot: An agile small-scale wall-climbing robot utilizing dry elastomer adhesives**
*IEEE/ASME transactions on Mechatronics*, 12(3):330-338, IEEE, 2007 (article)

**Subfeature patterning of organic and inorganic materials using robotic assembly**
*Journal of materials research*, 22(06):1601-1608, Cambridge University Press, 2007 (article)

**Effect of backing layer thickness on adhesion of single-level elastomer fiber arrays**
*Applied Physics Letters*, 91(16):161905, AIP, 2007 (article)

**Adhesion and anisotropic friction enhancements of angled heterogeneous micro-fiber arrays with spherical and spatula tips**
*Journal of Adhesion Science and Technology*, 21(12-13):1281-1296, Taylor & Francis Group, 2007 (article)

**Surface-tension-driven biologically inspired water strider robots: Theory and experiments**
*IEEE Transactions on robotics*, 23(3):578-589, IEEE, 2007 (article)

**Concentration Inequalities for Sub-Additive Functions Using the Entropy Method**
*Stochastic Inequalities and Applications*, 56, pages: 213-247, Progress in Probability, (Editors: Giné, E., C. Houdré and D. Nualart), November 2003 (article)

**Statistical Learning Theory, Capacity and Complexity**
*Complexity*, 8(4):87-94, July 2003 (article)

**Dealing with large Diagonals in Kernel Matrices**
*Annals of the Institute of Statistical Mathematics*, 55(2):391-408, June 2003 (article)

**The em Algorithm for Kernel Matrix Completion with Auxiliary Data**
*Journal of Machine Learning Research*, 4, pages: 67-81, May 2003 (article)

**Constructing Descriptive and Discriminative Non-linear Features: Rayleigh Coefficients in Kernel Feature Spaces**
*IEEE Transactions on Pattern Analysis and Machine Intelligence*, 25(5):623-628, May 2003 (article)

**Tractable Inference for Probabilistic Data Models**
*Complexity*, 8(4):64-68, April 2003 (article)

**Feature selection and transduction for prediction of molecular bioactivity for drug design**
*Bioinformatics*, 19(6):764-771, April 2003 (article)

**Use of the Zero-Norm with Linear Models and Kernel Methods**
*Journal of Machine Learning Research*, 3, pages: 1439-1461, March 2003 (article)

**An Introduction to Variable and Feature Selection.**
*Journal of Machine Learning*, 3, pages: 1157-1182, 2003 (article)

**New Approaches to Statistical Learning Theory**
*Annals of the Institute of Statistical Mathematics*, 55(2):371-389, 2003 (article)

**Synthetic gecko foot-hair micro/nano-structures as dry adhesives**
*Journal of adhesion science and technology*, 17(8):1055-1073, Taylor & Francis Group, 2003 (article)

**Teleoperated touch feedback from the surfaces at the nanoscale: modeling and experiments**
*IEEE/ASME transactions on mechatronics*, 8(2):287-298, IEEE, 2003 (article)

**Scaled teleoperation system for nano-scale interaction and manipulation**
*Advanced Robotics*, 17(3):275-291, Taylor & Francis Group, 2003 (article)

**Atomic force microscope probe based controlled pushing for nano-tribological characterization**
*IEEE/ASME Transactions on Mechatronics*, 8(3), 2003 (article)