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Artificial Intelligence (Latest Articles)
Latest indexed articles for 'Artificial Intelligence'
Articles 1 to 10 of 200:
Distance learning in discriminative vector quantization.
29 Sep 2009 
Discriminative vector quantization schemes such as learning vector quantization (LVQ) and extensions thereof offer efficient and intuitive classifiers based on the representation of classes by prototypes. The original methods, however, rely on the ...
rec_pub_19635012-distance-learning-discriminative-vector-quantization.htm
Automatic EEG spike detection.
29 Sep 2009 Since the 1970s advances in science and technology during each succeeding decade have renewed the expectation of efficient, reliable automatic epileptiform spike detection (AESD). But even when reinforced with better, faster tools, clinically ...
rec_pub_19780347-automatic-eeg-spike-detection.htm
Enhancing bilinear subspace learning by element rearrangement.
29 Sep 2009 The success of bilinear subspace learning heavily depends on reducing correlations among features along rows and columns of the data matrices. In this work, we study the problem of rearranging elements within a matrix in order to maximize these ...
rec_pub_19696459-enhancing-bilinear-subspace-learning-element-rearrangement.htm
Discriminative learning for dynamic state prediction.
29 Sep 2009 We consider the problem of predicting a sequence of real-valued multivariate states that are correlated by some unknown dynamics, from a given measurement sequence. Although dynamic systems such as the State-Space Models are popular probabilistic ...
rec_pub_19696454-discriminative-learning-dynamic-state-prediction.htm
22 Sep 2009 The perception of rings in graphs is widely used in many fields of science and engineering. Algorithms developed in the chemistry community, called smallest set of smallest rings (SSSR), applicable only for simple graphs or chemical structures. In ...
rec_pub_19805142-a-robust-method-searching-smallest-set-smallest-rings-path-included.htm
An approach for extensibly profiling the molecular states of cellular subpopulations.
18 Sep 2009 Microscopy often reveals the existence of phenotypically distinct cellular subpopulations. However, additional characterization of observed subpopulations can be limited by the number of biomolecular markers that can be simultaneously monitored. ...
rec_pub_19767759-an-approach-extensibly-profiling-molecular-states-cellular.htm
Does cognitive science need kernels?
31 Aug 2009 Kernel methods are among the most successful tools in machine learning and are used in challenging data analysis problems in many disciplines. Here we provide examples where kernel methods have proven to be powerful tools for analyzing behavioral ...
rec_pub_19729333-does-cognitive-science-need-kernels.htm
UFO: a web server for ultra-fast functional profiling of whole genome protein sequences.
31 Aug 2009 BACKGROUND: Functional profiling is a key technique to characterize and compare the functional potential of entire genomes. The estimation of profiles according to an assignment of sequences to functional categories is a computationally expensive ...
rec_pub_19725959-ufo-web-server-ultra-fast-functional-profiling-genome-protein.htm
Automatic detection of supporting device positioning in intensive care unit radiography.
30 Aug 2009 BACKGROUND: This paper presents a computer-aided method for automatic detection of the positioning of endotracheal, feeding and nasogastric tubes, and the identification of tube types in radiography for intensive care unit (ICU) patients. ...
rec_pub_19449314-automatic-detection-supporting-device-positioning-intensive-care-unit.htm
30 Aug 2009 BACKGROUND: The pedunculopontine nucleus (PPN) is a new promising target of deep brain stimulation (DBS) for the treatment of Parkinson's disease. This study was to develop a method of computer-assisted automatic localization of the PPN in ...
rec_pub_19449308-computer-assisted-automatic-localization-human-pedunculopontine.htm
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