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Ravshan Aliev, Komoliddin Toshmetov
2022 Berlin Studies in Knowledge Research  
The article examines the transmission of a tele control and telesignalization signal in the expert system for automatic control of train traffic, for the detection and control of train data, various types  ...  of systems for automatic control of train traffic are presented.  ...  other automatic control systems, which can suggest, for example, methods of quantitative mathematical analysis of the system.  ... 
doi:10.47689/978-9943-7818-0-1-pp20-22 fatcat:uprnbguxtfa5hoexegkzu5kmxi

Feature Selection and Classification Techniques in the Assessment of the State for Large Power Transformers

2015 Przeglad Elektrotechniczny  
The use of automatic feature selection and state classification of power transformer has been proposed in this research. The experimental studies were carried out on real data.  ...  Experimental studies have proved that the automatic classification allows to obtain results comparable to the classification carried out by experts -regardless of the method the number of cases correctly  ...  The choice of an appropriate automatic classification algorithm, as in the case of automatic selection of data, usually results from empirical studies [4] .  ... 
doi:10.15199/48.2015.01.39 fatcat:kdzfixl3mbezllekyarwjkhchq

Parametric image formation using clustering for dynamic cardiac spect

H. Bal, E.V.R. DiBella, G.T. Gullberg
2003 IEEE Transactions on Nuclear Science  
The short-axis slice image data were used as input for the cluster analysis program as well as for a previously validated semi-automatic method.  ...  In the past, this has been done manually or by using a semi-automatic method. We propose to use cluster analysis to segment the data to obtain improved parameter estimates.  ...  Christian for assistance in obtaining the canine data and H. Elsamaloty, MD, for assistance in obtaining the patient data.  ... 
doi:10.1109/tns.2003.817955 fatcat:lmdeg7laabd6bldh5iva6qv5fq

Automatic Generalization of Residential Areas Based on "Paradigm" Theory and Big Data [chapter]

Tianlin Duo, Peng Zhang
2021 Advances in Transdisciplinary Engineering  
The research means and methods of Geographic Information Science follow the laws of four paradigms.  ...  Based on large-scale map data and deep learning technology, an automatic cartographic generalization problem-solving model is proposed in this paper.  ...  Key Issues Involved in Automatic Synthesis In the problem of factor selection, there are many scientific methods for quota selection, such as load capacity, root mean square, linear regression model, etc  ... 
doi:10.3233/atde210244 fatcat:rtpzs3w5bvbhfgnadnhrmdwkge

Effect of gait cycle selection on EMG analysis during walking in adults and children with gait pathology

A.De Stefano, J.H Burridge, V.T Yule, R Allen
2004 Gait & Posture  
We propose two methods (automatic and semi-automatic) as an alternative to the more traditional manual selection, and analyse how the gait cycle selection affects the EMG analysis.  ...  This paper presents the results of a project to evaluate different methods of gait cycle selection on the analysis of electromyography recorded during gait.  ...  Table 2 (acquisitions 6-9) shows how the analysis of the normal child's data is affected by the method used to select Right 144 198 171 2 10 Left CP child 1 32 89 61 1 11 Left 44 100 72  ... 
doi:10.1016/s0966-6362(03)00099-7 pmid:15196526 fatcat:eaxh6hpwxjbu3bnkydobjgzvau

Automated frame selection process for high-resolution microendoscopy

Ayumu Ishijima, Richard A. Schwarz, Dongsuk Shin, Sharon Mondrik, Nadarajah Vigneswaran, Ann M. Gillenwater, Sharmila Anandasabapathy, Rebecca Richards-Kortum
2015 Journal of Biomedical Optics  
A data set consisting of video sequences collected in vivo from 100 oral sites and 167 esophageal sites was used in the analysis.  ...  The algorithm rapidly selects a representative frame with minimal motion artifact from a short video sequence, enabling fully automated image analysis at the point-of-care.  ...  , the National Institutes of Health, or the Cancer Prevention and Research Institute of Texas.  ... 
doi:10.1117/1.jbo.20.4.046014 pmid:25919426 pmcid:PMC4412137 fatcat:sqj5t3co7bclhbzgof4kdx5tba

Acoustic Environment Identification and Its Applications to Audio Forensics

Hafiz Malik
2013 IEEE Transactions on Information Forensics and Security  
An energy-based voice activity detection method is proposed for automatic decaying-tail-selection from an audio recording.  ...  Effectiveness of the proposed method is tested using a data set consisting of speech recordings.  ...  Speech Data 1) Speaker Independent Analysis With Automatic Tail Selection: In our second experiment, we tested performance of the proposed framework for speaker independent analysis with automatic tail  ... 
doi:10.1109/tifs.2013.2280888 fatcat:5336jidzvvfwnkadj6m2ur3vny

Effects of 99mTc-TRODAT-1 drug template on image quantitative analysis

Cheng-Han Wu, Bang-Hung Yang, Yuan-Hwa Chou, Shyh-Jen Wang, Jyh-Cheng Chen, Etsuro Ito
2018 PLoS ONE  
At the same time, the results of automatic analysis of the three templates were compared with results from a conventional manual analysis for examining the feasibility of automatic analysis and the effects  ...  of drug templates on automatic semiquantitative analysis results.  ...  Results Validation of phantom data Validation of clinical data Discussion With regard to 99m Tc-TRODAT-1 automatic ROI selection and semiquantitative analysis, the selection of appropriate drug template  ... 
doi:10.1371/journal.pone.0194503 pmid:29543874 pmcid:PMC5854413 fatcat:avfhvnckwbes3c4r44waru7l4a

Automatic selection of resting-state networks with functional magnetic resonance imaging

Silvia Francesca Storti, Emanuela Formaggio, Roberta Nordio, Paolo Manganotti, Antonio Fiaschi, Alessandra Bertoldo, Gianna Maria Toffolo
2013 Frontiers in Neuroscience  
by independent component analysis (ICA) of the fMRI data.  ...  One of the major difficulties with component analysis is the automatic selection of the ICA features related to brain activity.  ...  To test the method, we compared the selection of components on the basis of visual inspection vs. automatic selection in a previously published resting-state fMRI data set of 25 subjects scanned three  ... 
doi:10.3389/fnins.2013.00072 pmid:23730268 pmcid:PMC3657627 fatcat:hgmxynnxmnefvordlh6efg7ave


Javokhir Ismoilovich Safarov, Central election commission of the Republic of Uzbekistan
2020 Theoretical & Applied Science  
It should also be noted that the methods of automatic classification are as diverse as the methods of factor analysis.  ...  A new synthetic approach to processing a data matrix, in which the results of applying the methods of factor analysis and automatic classification were interconnected.  ... 
doi:10.15863/tas.2020.05.85.23 fatcat:ri3wwsaqlvcrjb72dia7ooiwr4

A Fully Automatic Player Detection Method Based on One-Class SVM

Xuefeng BAI, Tiejun ZHANG, Chuanjun WANG, Ahmed A. ABD EL-LATIF, Xiamu NIU
2013 IEICE transactions on information and systems  
To overcome this drawback, this letter proposes a player detection method based on one-class SVM (OCSVM) using automatically generated training data.  ...  Player detection is an important part in sports video analysis. Over the past few years, several learning based detection methods using various supervised two-class techniques have been presented.  ...  Automatic Training Data Generation In order to perform fully automatic player detection, training data of players should be collected automatically.  ... 
doi:10.1587/transinf.e96.d.387 fatcat:lllkj3qwibc75me5js47oveh54

Evaluation of a Fully Automatic Deep Learning-Based Method for the Measurement of Psoas Muscle Area

Dennis Van Erck, Pim Moeskops, Josje D. Schoufour, Peter J. M. Weijs, Wilma J. M. Scholte Op Reimer, Martijn S. Van Mourik, Yvonne C. Janmaat, R. Nils Planken, Marije Vis, Jan Baan, Robert Hemke, Ivana Išgum (+3 others)
2022 Frontiers in Nutrition  
For slice selection, 84% of the selections were on the same vertebra between methods, bias and limits of agreement was 3.4 [−24.5 to 31.4] mm.  ...  However, manual muscle mass analysis is cumbersome and time consuming. An accurate fully automated method is needed.  ...  for the contradicting method. DV performed the performance of all analysis.  ... 
doi:10.3389/fnut.2022.781860 pmid:35634380 pmcid:PMC9133929 fatcat:kpencwsuevfcxaxn6pplrwasa4

Potentials of Automatizing Discourse Analysis. Lessons learned from studying the Phenomenon "Telemedicine"

Gertraud Koch, Lina Franken
2018 Zenodo  
The paper then thirdly focusses on explorations into potentials of automatizing for discourse analysis: finding and selecting relevant expressions in the discourse through crawling / data mining and supporting  ...  our coding processes, specifically open coding through structured methods of annotation and text analysis.  ...  materials from the collection of the data corpus to analysis of this data (cf.  ... 
doi:10.5281/zenodo.2203847 fatcat:j3tqtleio5fulhmx4gegvci4vy

Automatic Phase Labeling During Spectral Imaging Acquisitions

P Camus, J McCarthy, D Rohde
2006 Microscopy and Microanalysis  
The ability to finally perform automatic phase labeling during a spectral imaging data acquisition is the pinnacle of sample analysis reporting.  ...  Automatic phase labeling is the desire of most analytical analysis reporting. Automatic phase discrimination and labeling of mapped regions has developed into a routine operation.  ... 
doi:10.1017/s1431927606069091 fatcat:4mekfs4z5zbundtljit5kwvqcy

ArrayMining: a modular web-application for microarray analysis combining ensemble and consensus methods with cross-study normalization

Enrico Glaab, Jonathan M Garibaldi, Natalio Krasnogor
2009 BMC Bioinformatics  
To take advantage of the multitude of available data sets and analysis methods, it is desirable to combine both different algorithms and data from different studies.  ...  Conclusion: is a free web-application for microarray analysis combining a broad choice of algorithms based on ensemble and consensus methods, using automatic parameter selection and integration  ...  gene name conversion to higher-level analysis methods for clustering, gene selection and gene annotation, prediction, data visualization and gene set enrichment analysis, among others.  ... 
doi:10.1186/1471-2105-10-358 pmid:19863798 pmcid:PMC2776026 fatcat:gv7le26ylzb6rft2bqgg2z2i4m
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