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Crowdsourcing User-Generated Mobile Sensor Weather Data for Densifying Static Geosensor Networks

Shay Sosko, Sagi Dalyot
<span title="2017-02-24">2017</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/fw2uac7a5jggbfgqwh2wqy7yxu" style="color: black;">ISPRS International Journal of Geo-Information</a> </i> &nbsp;
This is achieved by conducting statistical analysis on observations in respect to external authoritative reference data.  ...  generated voluntarily by nearby citizens.  ...  Acknowledgments: The authors would like to thank IMS and KKL-JNF for delivering with information regarding the position and impact zones of IMS; and the OpenSignal team, delivering with valuable information  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/ijgi6030061">doi:10.3390/ijgi6030061</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/esrrvg54fra4fnrc7bosmwsa6m">fatcat:esrrvg54fra4fnrc7bosmwsa6m</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180725052202/https://res.mdpi.com/def50200e852d6cf654a3339a372d3139b32c6aa4412d21b97bd64243ec1b248c4e6aa56748265ff687f6d978c0768e6e3908b1784f402df2e7b484b998e171fa2ef2dfed08c66c0c765727129dc877846a8e3d4b8f21675c04f7252b12423876628ca3f25165c226cb12f57fa5137ef5a38cbb1fa7d1533648e1e1204e99f60d8a3a5d1088923?filename=&amp;attachment=1" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/e1/ff/e1ffb292f23805945b08c24b11fc9ce214115e5e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/ijgi6030061"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

Biomimetic and Non-biomimetic Extraction of Motor Control Signals Through Matched Filtering of Neural Population Dynamics [article]

Islam S Badreldin, Karim G Oweiss
<span title="2015-08-01">2015</span> <i title="Cold Spring Harbor Laboratory"> bioRxiv </i> &nbsp; <span class="release-stage" >pre-print</span>
In this work, we present a unified framework for the design of both biomimetic and non-biomimetic decoders based on kernel-based system identification.  ...  This framework seamlessly incorporates the neural population dynamics in the decoder design, is particularly robust even with short training data records, and results in decoders with small filter delays  ...  Outliers in each metric were excluded using the same criterion used in box plots to detect outliers, which relies on interquantile ranges. (F-J) Same for unit-filter match unit fraction.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1101/023689">doi:10.1101/023689</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/uytn5ghxkfhj3hvhb6ftrtl3ly">fatcat:uytn5ghxkfhj3hvhb6ftrtl3ly</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190430210641/https://www.biorxiv.org/content/biorxiv/early/2015/08/01/023689.full.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/76/6a/766a02c5fc95fe8273fc610f0be1458128f13858.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1101/023689"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> biorxiv.org </button> </a>

The metaRbolomics Toolbox in Bioconductor and beyond

Jan Stanstrup, Corey D. Broeckling, Rick Helmus, Nils Hoffmann, Ewy Mathé, Thomas Naake, Luca Nicolotti, Kristian Peters, Johannes Rainer, Reza M. Salek, Tobias Schulze, Emma L. Schymanski (+7 others)
<span title="2019-09-23">2019</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ie7tehbfsfhs5pdyyt2rrdmnpm" style="color: black;">Metabolites</a> </i> &nbsp;
and identification, and biochemical network and pathway analysis.  ...  This review provides an extensive overview of existing packages in R for different steps in a typical computational metabolomics workflow, including data processing, biostatistics, metabolite annotation  ...  Identifies sources of variability in the experiment and performs additional analysis (identification of subgroups, data imputation, outlier detection).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/metabo9100200">doi:10.3390/metabo9100200</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/31548506">pmid:31548506</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC6835268/">pmcid:PMC6835268</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/3b2gnq6qdrcfbcq6hewgoobdce">fatcat:3b2gnq6qdrcfbcq6hewgoobdce</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200309060233/https://curis.ku.dk/ws/files/228088543/Stanstrup_et_al_Metabolites_2019_Vol_9_10_e200_Review_.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/36/46/3646f42831f8e5840c6fff7eaf99eecb1f19ac3b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/metabo9100200"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6835268" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Correlation between Situational Awareness and EEG signals

Jan Luca Kästle, Bani Anvari, Jakub Krol, Helge A Wurdemann
<span title="">2021</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/bby322qx6ndsje4ypr56c7nnly" style="color: black;">Neurocomputing</a> </i> &nbsp;
Some studies showed promise in detecting cognitive states associated with SA in complex tasks using brain signals (e.g. electroencephalogram/EEG).  ...  The proposed method is tested on the new data set and a correlation is identified between the frequency bands of b (12 À 30 Hz) and c (30 À 45 Hz) and SA.  ...  Acknowledgement This work is supported by the Engineering and Physical Sciences Research Council (Grant Nos. EP/R037795/1 and EP/ S01800X/1).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.neucom.2020.12.026">doi:10.1016/j.neucom.2020.12.026</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/3ie2pfo4ijhtdkyextjprbq7wa">fatcat:3ie2pfo4ijhtdkyextjprbq7wa</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210428145856/https://discovery.ucl.ac.uk/id/eprint/10118294/7/Anvari_1-s2.0-S0925231220319263-main.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/ea/b8/eab87f7368f0be02481b5540205c4143392a86b3.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.neucom.2020.12.026"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> elsevier.com </button> </a>

Differential Associations Between Distinct Components of Cognitive Function and Mobility: Implications for Understanding Aging, Turning and Dual-Task Walking

Preeti Sunderaraman, Inbal Maidan, Tal Kozlovski, Zoltan Apa, Anat Mirelman, Jeffrey M. Hausdorff, Yaakov Stern
<span title="2019-07-02">2019</span> <i title="Frontiers Media SA"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/xyafp6gbr5et3ghi4kqddnyolm" style="color: black;">Frontiers in Aging Neuroscience</a> </i> &nbsp;
Our results extend converging evidence of the involvement of executive functions and processing speed in specific aspects of mobility, along with the role of language.  ...  involved in mobility.  ...  In cases where an order reversing transformation was used, the transformed values were multiplied by −1. Hereafter, outliers were detected while adjusting for age and gender.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3389/fnagi.2019.00166">doi:10.3389/fnagi.2019.00166</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/31312137">pmid:31312137</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC6614511/">pmcid:PMC6614511</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/l2zb3dt56fgapdbd7iobiyke2q">fatcat:l2zb3dt56fgapdbd7iobiyke2q</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200227025844/https://fjfsdata01prod.blob.core.windows.net/articles/files/455092/pubmed-zip/.versions/1/.package-entries/fnagi-11-00166/fnagi-11-00166.pdf?sv=2015-12-11&amp;sr=b&amp;sig=PuT%2B082EdL5syh78T2kXc%2FiSFGeaXVEY6gDhKt3A%2BFU%3D&amp;se=2020-02-27T02%3A59%3A14Z&amp;sp=r&amp;rscd=attachment%3B%20filename%2A%3DUTF-8%27%27fnagi-11-00166.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/77/7f/777f0c4d09477717ee94cc6cb575faa3cc05f27d.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3389/fnagi.2019.00166"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> frontiersin.org </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6614511" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Bivariate quality control using two-stage intelligent monitoring scheme

Ibrahim Masood, Adnan Hassan
<span title="">2014</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ekjwtd7zwfeipf5aknu4733lzy" style="color: black;">Expert systems with applications</a> </i> &nbsp;
The study focused on bivariate process for cross correlation function, p = 0.1-0.9 and mean shifts, p = k0.75-3.00 standard deviations.  ...  Nevertl~eless, the existing traditional SPC schemes for bivariate quality control (BQC) were mainly designed for rapid detection of unnatural variation with limited capability in avoiding false alarm,  ...  In comparison to the X2 charting scheme, detection capability as shown by 2s-IMS was faster for small and moderate shifts (shifts = 0.75-20) .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.eswa.2014.05.042">doi:10.1016/j.eswa.2014.05.042</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/way6ym3535gqpbs2kgaatsm73q">fatcat:way6ym3535gqpbs2kgaatsm73q</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20171204111159/https://core.ac.uk/download/pdf/42954240.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/38/67/386747d1fe23a5dcee5c6a81c2292adf9282b346.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.eswa.2014.05.042"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

Novel EEG-based BCIs for Elderly Rehabilitation Enhancement [article]

Aurora Saibene, Francesca Gasparini, Jordi Solé-Casals
<span title="2021-10-08">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
To this end, in this work the EEG signal decomposition by means of multivariate empirical mode decomposition is proposed to obtain its oscillatory modes, called Intrinsic Mode Functions (IMFs).  ...  by exploiting motor imagery experimental paradigms.  ...  that the double MAD detected that specific number of outliers.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2110.03966v1">arXiv:2110.03966v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/owihhrqg4zfixmml3drgdn5ofi">fatcat:owihhrqg4zfixmml3drgdn5ofi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20211014235743/https://arxiv.org/pdf/2110.03966v1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/b7/c2/b7c2327c94a792e6cb18295aa2d90f3c1d6c9188.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2110.03966v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Predicting Functional Independence Measure Scores During Rehabilitation With Wearable Inertial Sensors

Gina Sprint, Diane J. Cook, Douglas L. Weeks, Vladimir Borisov
<span title="">2015</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/q7qi7j4ckfac7ehf3mjbso4hne" style="color: black;">IEEE Access</a> </i> &nbsp;
Correlations as high as 0.97 for leave-one-out cross validation predicting discharge FIM motor scores are reported.  ...  Evaluating patient progress and making discharge decisions regarding inpatient medical rehabilitation rely upon standard clinical assessments administered by trained clinicians.  ...  The change in FIM is represented by: ∆F IM = F IM D − F IM A (1) Furthermore, the rehabilitation efficiency ratio (RER), also known as FIM efficiency, determines the average rate of FIM change per day:  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2015.2468213">doi:10.1109/access.2015.2468213</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/27054054">pmid:27054054</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC4819996/">pmcid:PMC4819996</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/3c7hppriyjdgddcwtyu3vazxga">fatcat:3c7hppriyjdgddcwtyu3vazxga</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170829111157/http://www.eecs.wsu.edu/~cook/pubs/ia15.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/a6/f3/a6f3cc3d1c530e9adb457743405dbc16edaa5270.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2015.2468213"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> ieee.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4819996" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Detecting Phase-Synchrony Connectivity Anomalies in EEG Signals. Application to Dyslexia Diagnosis

Marco A. Formoso, Andrés Ortiz, Francisco J. Martinez-Murcia, Nicolás Gallego, Juan L. Luque
<span title="2021-10-25">2021</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/taedaf6aozg7vitz5dpgkojane" style="color: black;">Sensors</a> </i> &nbsp;
The differential information contained in the functional (i.e., synchronization) network has been processed by an anomaly detection system that addresses the problem of subjects variability by an outlier-detection  ...  Although dyslexia diagnosis has been addressed by these tests in clinical practice, it is difficult to extract information about the brain processes involved in the different tasks and, then, to go deeper  ...  Acknowledgments: This work was supported by projects PGC2018-098813-B-C32 (Spanish "Ministerio de Ciencia, Innovación y Universidades"), by European Regional Development Funds (ERDF), and the BioSiP (TIC  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/s21217061">doi:10.3390/s21217061</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/34770378">pmid:34770378</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC8588444/">pmcid:PMC8588444</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/rtn7mspgvned3frrwmhyhcp5si">fatcat:rtn7mspgvned3frrwmhyhcp5si</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220204095550/https://mdpi-res.com/d_attachment/sensors/sensors-21-07061/article_deploy/sensors-21-07061-v2.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/63/3f/633ffaf80b57bd7739930df3c1fe777268192b12.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/s21217061"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8588444" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

The Multiple Correspondence Analysis Method and Brain Functional Connectivity: Its Application to the Study of the Non-linear Relationships of Motor Cortex and Basal Ganglia

Clara Rodriguez-Sabate, Ingrid Morales, Alberto Sanchez, Manuel Rodriguez
<span title="2017-06-20">2017</span> <i title="Frontiers Media SA"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/wrk3kouosrhcxiprcbguskdipu" style="color: black;">Frontiers in Neuroscience</a> </i> &nbsp;
The analysis of the functional interaction between these centers by correlation techniques and multiple linear regression showed non-linear relationships which cannot be suitably addressed with these methods  ...  This study was aimed at identifying functional relationships in the BG motor-loop of 24 healthy-subjects who provided written, informed consent and whose BOLD-activity was recorded by MRI methods.  ...  This study was funded by the Center for Networked Biomedical Research in Neurodegenerative Diseases (CIBERNED), Madrid, Spain (grant number PI2014/06-4). Authors declare no conflict of interest.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3389/fnins.2017.00345">doi:10.3389/fnins.2017.00345</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/28676738">pmid:28676738</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC5477566/">pmcid:PMC5477566</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/7so7pkivc5h6ldmo5fntrmwzbq">fatcat:7so7pkivc5h6ldmo5fntrmwzbq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190303222835/http://pdfs.semanticscholar.org/b3ff/6ce6fe744b8782e220f9cdd5208333b2dc91.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/b3/ff/b3ff6ce6fe744b8782e220f9cdd5208333b2dc91.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3389/fnins.2017.00345"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> frontiersin.org </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5477566" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

A Survey on Urban Traffic Anomalies Detection Algorithms

Youcef Djenouri, Asma Belhadi, Jerry Chun-Wei Lin, Djamel Djenouri, Alberto Cano
<span title="">2019</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/q7qi7j4ckfac7ehf3mjbso4hne" style="color: black;">IEEE Access</a> </i> &nbsp;
This paper reviews the use of outlier detection approaches in urban traffic analysis. We divide existing solutions into two main categories: flow outlier detection and trajectory outlier detection.  ...  In this context, we can better understand the intuition, limitations, and benefits of the existing outlier urban traffic detection algorithms.  ...  A useful way of detecting anomalies in urban traffic data is by utilizing outlier detection techniques.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2019.2893124">doi:10.1109/access.2019.2893124</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/23kz4jxg3be6hojt6s2uy2hu4i">fatcat:23kz4jxg3be6hojt6s2uy2hu4i</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200305184549/https://hvlopen.brage.unit.no/hvlopen-xmlui/bitstream/handle/11250/2607615/Djenouri.pdf?sequence=4" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/6e/8b/6e8b9f6f2a24e0db9131c9a247b2ef514accec37.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2019.2893124"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> ieee.com </button> </a>

D3.5 Monitoring and Analytics (Release A)

5Genesis
<span title="2019-10-02">2019</span> <i title="Zenodo"> Zenodo </i> &nbsp;
In its Release A, the 5GENESIS M&A framework is designed and implemented in 3 main interoperable functional blocks: - Infrastructure Monitoring (IM), which focuses on the collection of data that synthesize  ...  In particular, this is due to the fact that the services provided by 5G systems have to comply with Service Level Agreements (SLAs), which state the end-to-end (E2E) performance that has to be guaranteed  ...  The latter is affected by outliers, whereas the median-based approach is a robust approach for outlier detection.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.5769556">doi:10.5281/zenodo.5769556</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/4ku76ufe3vb2fcshwbdvin55pe">fatcat:4ku76ufe3vb2fcshwbdvin55pe</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20211210041231/https://zenodo.org/record/5769557/files/5GENESIS_D3.5_v1.0.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/4b/25/4b25767e1492b60789be950136c34e9a9893d390.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.5769556"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> zenodo.org </button> </a>

Doubly-fed Deep Learning Method for Bad Data Identification in Linear State Estimation

Yingzhong Gu, Zhe Yu, Ruisheng Diao, Di Shi
<span title="">2020</span> <i title="Journal of Modern Power Systems and Clean Energy"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/if25tyasz5cyfa3glalv5affdu" style="color: black;">Journal of Modern Power Systems and Clean Energy</a> </i> &nbsp;
The proposed method demonstrates satisfactory performance during both the training session and the testing session.  ...  This paper proposes a doubly-fed deep learning method for bad data identification in linear state estimation, which can: ① identify bad data under both steady states and contingencies; ② achieve higher  ...  The binary cross-entropy function (22) is used as the loss function.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.35833/mpce.2020.000533">doi:10.35833/mpce.2020.000533</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/sh764zij4vg7ffjy2vcp2ca2fi">fatcat:sh764zij4vg7ffjy2vcp2ca2fi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201205201735/https://ieeexplore.ieee.org/ielx7/8685265/9275608/09275590.pdf?tp=&amp;arnumber=9275590&amp;isnumber=9275608&amp;ref=" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/92/e1/92e1d32d476184f826c86f2ea73d7de43609b225.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.35833/mpce.2020.000533"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Visual gamma oscillations and evoked responses: Variability, repeatability and structural MRI correlates

Suresh D. Muthukumaraswamy, Krish D. Singh, Jennifer B. Swettenham, Derek K. Jones
<span title="">2010</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/sa477uo7lveh7hchpikpixop5u" style="color: black;">NeuroImage</a> </i> &nbsp;
large amounts of data to detect differences.  ...  Our results demonstrate that evoked responses were highly repeatable across recording sessions whereas for induced visual gamma oscillations a large amount of inter-individual variability existed in terms  ...  The duration of each stimulus was 1.5-2 s followed by 2 s of fixation cross only.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.neuroimage.2009.11.045">doi:10.1016/j.neuroimage.2009.11.045</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/19944770">pmid:19944770</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/pnzexpyydzdjna5nzujsuvmlau">fatcat:pnzexpyydzdjna5nzujsuvmlau</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170829211654/http://psych.cf.ac.uk/home2/singh/61NeuroImage%202009%20Muthukumaraswamy.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/01/e5/01e5b81fd72054dd75a2338c6057425005cacb04.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.neuroimage.2009.11.045"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> elsevier.com </button> </a>

Behavioral Biomarkers of Aging: Illustration of a Multivariate Approach for Detecting Age-Related Behavioral Changes

A. L. Markowska, S. J. Breckler
<span title="1999-12-01">1999</span> <i title="Oxford University Press (OUP)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/rnjjhbhxbvavnhsd4ttolow52i" style="color: black;">The journals of gerontology. Series A, Biological sciences and medical sciences</a> </i> &nbsp;
In summary, this approachhas made a number ofimportant contributions.  ...  It has also improved task-manageability by decreasing the number ofmeaningful variables without losing important information, consequently providing a simplification ofthe pattern ofchanges.  ...  Olton, our friend and colleague, who was a collaborator in the earlier stages of this project. We thank M. Barra  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1093/gerona/54.12.b549">doi:10.1093/gerona/54.12.b549</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/10647964">pmid:10647964</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ucxlqffztzcxlc337fz3mlbwoa">fatcat:ucxlqffztzcxlc337fz3mlbwoa</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170707171525/https://oup.silverchair-cdn.com/oup/backfile/Content_public/Journal/biomedgerontology/54/12/10.1093/gerona/54.12.B549/2/10647964.pdf?Expires=1499490030&amp;Signature=dQ16rMar~ShD1pKiRIOsK9ZirXCPVD8Kd~s56UzeFDLzxkrd4tUYQL08J7K1-Yh1oK0VoGaUK6PGuCdv-42q7Et0aYTEK5onCILhFaPGjepTgczv1unbq-enW22El8DbO1M7N3qU2sLahLp~l6ALaRyzT1F4rHdutuLm0rndqbKxbYCTSiSp3UxuN1EQ-pe4jTmuw5RVwRJ-n6ZsM1bNbO6ULDkTA9Ewze2w6p2EJr0F2pb1JHZkLMjHi4Ag702uVwWw-BdjoVSegwSAyjWqsktW2-RTuIOAYzbQgmWRP5GKIEunbV9pdguULP0RHzvx8LRO2EMo8G7q2KMIPE~qsA__&amp;Key-Pair-Id=APKAIUCZBIA4LVPAVW3Q" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/f3/16/f316799be13b4865706c3c7f2a6e5bf1244e5335.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1093/gerona/54.12.b549"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> oup.com </button> </a>
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