Search Results - "Cios, K.J."

CAIM discretization algorithm by Kurgan, L.A., Cios, K.J.

“…The task of extracting knowledge from databases is quite often performed by machine learning algorithms. The majority of these algorithms can be applied only…”
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A new synaptic plasticity rule for networks of spiking neurons by Swiercz, W., Cios, K.J., Staley, K., Kurgan, L., Accurso, F., Sagel, S.

“…In this paper, we describe a new Synaptic Plasticity Activity Rule (SAPR) developed for use in networks of spiking neurons. Such networks can be used for…”
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Highly scalable and robust rule learner: performance evaluation and comparison by Kurgan, L.A., Cios, K.J., Dick, S.

“…Business intelligence and bioinformatics applications increasingly require the mining of datasets consisting of millions of data points, or crafting real-time…”
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Synthesis of feedforward networks in supremum error bound by Ciesielski, K., Sacha, J.P., Cios, K.J.

“…The main result of this paper is a constructive proof of a formula for the upper bound of the approximation error in L/sub /spl infin// (supremum norm) of…”
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From the guest editor medical data mining and knowledge discovery by Cios, K.J.

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Connectional parameters determine multisensory processing in a spiking network model of multisensory convergence by Lim, H. K., Keniston, L. P., Shin, J. H., Allman, B. L., Meredith, M. A., Cios, K. J.

“…For the brain to synthesize information from different sensory modalities, connections from different sensory systems must converge onto individual neurons…”
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Key challenges in proteomics and proteoinformatics by Hamady, M., Tom Hiu Tung Cheung, Resing, K., Cios, K.J., Knight, R.

“…In this article, a survey on experimental and computational approaches related to proteomics is presented. Considered broadly, proteomics includes: techniques…”
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A knowledge discovery approach to diagnosing myocardial perfusion by Cios, K.J., Teresinska, A., Konieczna, S., Potocka, J., Sharma, S.

“…Discusses applying a six-step discovery process to a database of SPECT bull's-eye maps of the heart. Visual assessment of clinical diagnostic images is…”
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Quantitative analysis of proteomics using data mining by Chia-Yu Yen, Helmike, S.M., Cios, K.J., Perryman, M.B., Duncan, M.W.

“…The paper aims to develop an automated system that would ensure a robust peptide quantification process, which would permit researchers to quantify desired…”
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Issues in automating cardiac SPECT diagnosis by Sacha, J.P., Cios, K.J., Goodenday, L.S.

“…Discusses the computational complexity involved in knowledge discovery when working with images. Data mining and general knowledge discovery techniques appear…”
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Applications of systolic array architectures to motion analysis studies by Niamat, M.Y., Molyet, R.G., Jamali, M.M., Cios, K.J., Raftopoulos, D.D.

“…Several types of systolic array architecture with applications in motion analysis studies are presented. These architectures are designed for rapid computation…”
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Epileptic seizure detection by Schuyler, Ronald, White, Andrew, Staley, Kevin, Cios, Krzysztof J

“…In this study, radial basis function (RBF) neural networks are used to identify seizure or preseizure states. As input to the RBF networks the study used raw…”
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An expert system for diagnosis of coronary artery stenosis based on 201TI scintigrams using the Dempster-Shafer theory of evidence by Cios, K.J., Freasier, R.E., Goodenday, L.S., Andrews, L.T.

“…An expert system for the diagnosis of stenoses in the three main coronary arteries (left anterior descending, right coronary artery and circumflex) is…”
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An expert system for diagnosis of coronary artery stenosis based on 201 TI scintigrams using the Dempster-Shafer theory of evidence by Cios, K.J., Freasier, R.E., Goodenday, L.S., Andrews, L.T.

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Discovering relational knowledge from two disjoint sets of literatures using inductive Logic Programming by Thaicharoen, S., Altman, T., Gardiner, K., Cios, K.J.

“…Literature-based discovery for hypothesis generation is a subarea of text mining that aims to discover novel or previously-unknown knowledge from two…”
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Using fuzzy sets to diagnose coronary artery stenosis by Cios, K.J., Shin, I., Goodenday, L.S.

“…The use of fuzzy sets to represent perfusion defects and to generate expert results to help in diagnosis is reported. Retrospective data collected from 91…”
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A novel algorithm for classification of SPECT images of a human heart by Cios, K.J., Goodenday, L.S., Shah, K.K., Serpen, G.

“…Describes a semi-automated procedure for analyzing single photon emission computed tomography (SPECT) images of a human heart and classifying the images into…”
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An edge extraction technique for noisy images by Cios, K.J., Sarieh, A.

“…An algorithm for extracting edges from noisy images is presented. The method uses an unsupervised learning approach for local threshold computation by means of…”
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Machine learning in the life sciences by Cios, Krzysztof J., Kurgan, Lukasz A., Reformat, Marek

“…The articles in this special issue demonstrate how machine learning is used in the life sciences on a wide variety of medicinal problems and data…”
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A comprehensive human chromosome 21 database by Nguyen, Cao, Thaicharoen, Supphachai, Lacroix, Thomas, Gardiner, Katheleen, Cios, Krzysztof J

“…The article presents a new, comprehensive, user-friendly chromosome 21 database driven by a built-in protein interaction prediction tool based on Markov random…”
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