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- research-articleMay 2024
Machine Learning-Based Automated Method for Effective De-noising of Magnetocardiography Signals Using Independent Component Analysis
Circuits, Systems, and Signal Processing (CSSP), Volume 43, Issue 8Pages 4968–4990https://doi.org/10.1007/s00034-024-02655-9AbstractThis study aims to develop an automated method for de-noising cardiac signals using independent component analysis (ICA) on a 37-channel magnetocardiography (MCG) system. The traditional approach of applying ICA involves manual visual inspection ...
- research-articleDecember 2023
Automatic detection of crop lodging from multitemporal satellite data based on the isolation forest algorithm
Computers and Electronics in Agriculture (COEA), Volume 215, Issue Chttps://doi.org/10.1016/j.compag.2023.108415Graphical abstractDisplay Omitted
Highlights- A sequentially integrated algorithm for crop lodging identification with low data acquisition costs, high automation and high accuracy.
- An automatic method to extract lodged and non-lodged samples based on the isolation forest ...
Rapid identification of crop lodging has implications for optimizing disaster prevention and mitigation measures. This study proposes a sequentially integrated algorithm for crop lodging identification, which first automatically extracts lodged ...
- research-articleApril 2021
An energy screening and morphology characterization-based hybrid expert scheme for automatic identification of micro-sleep event K-complex
Computer Methods and Programs in Biomedicine (CBIO), Volume 201, Issue Chttps://doi.org/10.1016/j.cmpb.2021.105955Highlights- A novel hybrid expert scheme to identify sleep micro-event K-complex is proposed by integrating signal morphology with expert knowledge into the decision-...
: K-complexes, as a significant indicator in sleep staging and sleep protection, are an important micro-event in sleep analysis. Clinically, K-complexes are recognized through the ...
- ArticleSeptember 2019
Automatic Identification of Academic Phrases for Czech
Computational and Corpus-Based PhraseologyPages 227–238https://doi.org/10.1007/978-3-030-30135-4_17AbstractThe aim of this study is to automatically extract academic phrases in Czech using data-mining techniques as a first step towards creating a dictionary of academic words and phrases targeting university-level students (L1 and L2). The decision to ...
- ArticleJune 2019
Automatic Recognition of Chinese Separable Words Based on CRFs
Chinese Lexical SemanticsPages 456–465https://doi.org/10.1007/978-3-030-38189-9_47AbstractCurrently, most of the automatic recognition tasks of separable words adopt a rule-based method, which relies on automatic word segmentation results and lexical patterns generated from common inserted constituents. However, they suffer from ...
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- articleMay 2019
Improving the performance of the lip identification through the use of shape correction
- Carlos M. Travieso,
- Antonio G. Ravelo-García,
- Jesús B. Alonso,
- José M. Canino-Rodríguez,
- Malay Kishore Dutta
Applied Intelligence (KLU-APIN), Volume 49, Issue 5Pages 1823–1840https://doi.org/10.1007/s10489-018-1352-6This work presents automatic identification and verification approaches based on lip biometrics, using a static lip shape and applying a lip correction preprocessing, transforming data from Hidden Markov Model and being classified by Support Vector ...
- research-articleApril 2019
The Research on Fractal Dimension of Diabetic Patients Based on ECG Signal
ICMAI '19: Proceedings of the 2019 4th International Conference on Mathematics and Artificial IntelligencePages 204–208https://doi.org/10.1145/3325730.3325766The cardiac system is a nonlinear system with aperiodic, complex fractal characteristics. In this paper, a new fractal dimension-center information dimension is proposed based on electrocardiogram (ECG) signals, which is used to quantitatively describe ...
- research-articleJanuary 2019
Evaluation of 13.56 MHz RFID system performance considering communication distance between reader and tag
Journal of High Speed Networks (JHSN), Volume 25, Issue 1Pages 61–71https://doi.org/10.3233/JHS-190603RFID system has become one of the most useful tools for the management of the library. Using electromagnetic coupling, an RFID tag can get power supply by a reader and communicate with it for data exchange. Because the RFID system enables non-contact ...
- articleNovember 2018
Automatic identification of butterfly species based on HoMSC and GLCMoIB
The Visual Computer: International Journal of Computer Graphics (VISC), Volume 34, Issue 11Pages 1525–1533Automatic identification is an efficient technology for the identification of butterfly species and pest control. As the major agriculture and forest pest, butterflies can be accurately classified based on the taxonomic characters. However, such ...
- research-articleSeptember 2018
A fiducial tag invariant to rotation, translation, and perspective transformations
Pattern Recognition (PATT), Volume 81, Issue CPages 213–223https://doi.org/10.1016/j.patcog.2018.03.024Highlights- We test experimentally the use of the Computational Geometry construction called order type for auto-identification of a fiducial tag.
This work introduces a novel visual fiducial tag appropriate for applications of automatic identification. The proposed tag is based in Order Type, a construction defined in Computational Geometry, which is invariant to 3D translation, ...
- research-articleApril 2017
Machine-vision-based identification of broken inserts in edge profile milling heads
Robotics and Computer-Integrated Manufacturing (RCIM), Volume 44, Issue CPages 276–283https://doi.org/10.1016/j.rcim.2016.10.004This paper presents a reliable machine vision system to automatically detect inserts and determine if they are broken. Unlike the machining operations studied in the literature, we are dealing with edge milling head tools for aggressive machining of ...
- research-articleDecember 2016
Automatic identification in accessible iTV services: proposal of an IPTV interface
DSAI '16: Proceedings of the 7th International Conference on Software Development and Technologies for Enhancing Accessibility and Fighting Info-exclusionPages 384–391https://doi.org/10.1145/3019943.3019998Interactive Television (iTV) services that currently exist may be subject to a set of improvements in order to become more efficient and meet the needs of visually impaired users (VIU). The current television distribution infrastructures, since ...
- research-articleOctober 2014
Automatic identification of fruit flies (Diptera
Journal of Visual Communication and Image Representation (JVCIR), Volume 25, Issue 7Pages 1516–1527https://doi.org/10.1016/j.jvcir.2014.06.014Description and learning techniques for fruit fly identification.Image analysis techniques for classifying wings and aculeus.A novel multimodal classification approach for fruit fly identification based on wing and aculeus.Good results in the ...
- research-articleNovember 2012
Detecting Automation of Twitter Accounts: Are You a Human, Bot, or Cyborg?
IEEE Transactions on Dependable and Secure Computing (TDSC), Volume 9, Issue 6Pages 811–824https://doi.org/10.1109/TDSC.2012.75Twitter is a new web application playing dual roles of online social networking and microblogging. Users communicate with each other by publishing text-based posts. The popularity and open structure of Twitter have attracted a large number of automated ...
- ArticleOctober 2012
Automatic Identification of Knowledge Points from Program Code Based on Syntax Feature Tree
BCGIN '12: Proceedings of the 2012 Second International Conference on Business Computing and Global InformatizationPages 310–313https://doi.org/10.1109/BCGIN.2012.87Whether it is in the program design training recommending system or in the code searching domain, it may need to identify or get the statistic of knowledge in the code. However, it is easy to be overlooked and to get errors using manual identification. ...
- research-articleMarch 2012
Automatic identification of fetal breathing movements in fetal RR interval time series
Computers in Biology and Medicine (CBIM), Volume 42, Issue 3Pages 342–346https://doi.org/10.1016/j.compbiomed.2011.05.012Fetal breathing movements are associated with respiratory sinus arrhythmia (RSA). We present an algorithm which processes RR interval time series in the time and frequency domain, identifying spectral peaks with characteristics consistent with fetal ...
- articleApril 2011
Survey paper: A survey of applications and requirements of unique identification systems and RFID techniques
Computers in Industry (CIIN), Volume 62, Issue 3Pages 227–252https://doi.org/10.1016/j.compind.2010.10.004The paper contains an overview of unique identification issues and of the various radio frequency identification techniques that are available now or will become available in the short term. The paper also compares RFID with traditional ID technologies. ...
- articleJanuary 2011
Physimetric identification (Physi-ID)-Applying biometric concept in physical object identification
Computers in Industry (CIIN), Volume 62, Issue 1Pages 32–41https://doi.org/10.1016/j.compind.2010.05.014By relying on business intelligence technologies, services can be delivered to customers automatically by computer systems. To provide the right services to the right person, a methodology that precisely identifies a personal's identity must be in ...
- articleNovember 2006
Impact of new identification and tracking technologies on a distribution center
Computers and Industrial Engineering (CINE), Volume 51, Issue 3Pages 542–552https://doi.org/10.1016/j.cie.2006.08.013Automatic identification is a broad term given to a host of technologies that are used to help machines identify objects. Automatic identification is often coupled with automatic data capturing technology as companies with interests in logistics want to ...
- research-articleJune 2005
Identification of the Defective Transmission Devices Using the Wavelet Transform
IEEE Transactions on Pattern Analysis and Machine Intelligence (ITPM), Volume 27, Issue 6Pages 919–928https://doi.org/10.1109/TPAMI.2005.121In this paper, a system is described that uses the wavelet transform to automatically identify the particular failure mode of a known defective transmission device. The problem of identifying a particular failure mode within a costly failed assembly is ...