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1
Entropy Analysis of Heart Rate Variability in Different Sleep Stages
In: Entropy (Basel) (2022)
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2
MoEfication: Transformer Feed-forward Layers are Mixtures of Experts ...
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3
CLEVE: Contrastive Pre-training for Event Extraction ...
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4
Rethinking Stealthiness of Backdoor Attack against NLP Models ...
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5
RAP: Robustness-Aware Perturbations for Defending against Backdoor Attacks on NLP Models ...
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6
Serial magnetic resonance imaging changes of pseudotumor lesions in retinal vasculopathy with cerebral leukoencephalopathy and systemic manifestations: a case report
In: BMC Neurol (2021)
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7
Ecoacoustics and multispecies semiosis: naming, semantics, semiotic characteristics, and competencies
Farina, Almo; Eldridge, Alice; Li, Peng. - : Springer, 2021
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8
Hand gestures facilitate novel segment learning (Xi et al., 2020) ...
Xiaotong Xi; Li, Peng; Baills, Florence. - : ASHA journals, 2020
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9
Hand gestures facilitate novel segment learning (Xi et al., 2020) ...
Xiaotong Xi; Li, Peng; Baills, Florence. - : ASHA journals, 2020
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10
Evaluation of poverty-stricken families in rural areas using a novel casebased reasoning method for probabilistic linguistic term sets
Li, Peng; Liu, Ju; Yang, Yingjie. - : Elsevier, 2020
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11
Laryngeal Diffuse Large B-Cell Lymphoma Presenting as Laryngeal Stenosis
TANG, YAOYUN; LI, PENG; CUA, DAVID. - : International Institute of Anticancer Research, 2020
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12
Bivariate Entropy Analysis of Electrocardiographic RR–QT Time Series
In: Entropy (Basel) (2020)
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13
Differences in Working Memory With Emotional Distraction Between Proficient and Non-proficient Bilinguals
In: Front Psychol (2020)
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14
Quantifying and Correlating Rhythm Formants in Speech ...
Gibbon, Dafydd; Li, Peng. - : arXiv, 2019
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15
Relation Between Working Memory Capacity of Biological Movements and Fluid Intelligence
Ye, Tian; Li, Peng; Zhang, Qiong. - : Frontiers Media S.A., 2019
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16
User social activity-based routing for cognitive radio networks [<Journal>]
Lu, Junling [Verfasser]; Cai, Zhipeng [Sonstige]; Wang, Xiaoming [Sonstige].
DNB Subject Category Language
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17
Detection of epileptic seizure based on entropy analysis of short-term EEG
Li, Peng; Karmakar, Chandan; Yearwood, John. - : Public Library of Science, 2018
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18
Detection of epileptic seizure based on entropy analysis of short-term EEG
Abstract: Entropy measures that assess signals’ complexity have drawn increasing attention recently in biomedical field, as they have shown the ability of capturing unique features that are intrinsic and physiologically meaningful. In this study, we applied entropy analysis to electroencephalogram (EEG) data to examine its performance in epilepsy detection based on short-term EEG, aiming at establishing a short-term analysis protocol with optimal seizure detection performance. Two classification problems were considered, i.e., 1) classifying interictal and ictal EEGs (epileptic group) from normal EEGs; and 2) classifying ictal from interictal EEGs. For each problem, we explored two protocols to analyze the entropy of EEG: i) using a single analytical window with different window lengths, and ii) using an average of multiple windows for each window length. Two entropy methods—fuzzy entropy (FuzzyEn) and distribution entropy (DistEn)–were used that have valid outputs for any given data lengths. We performed feature selection and trained classifiers based on a cross-validation process. The results show that performance of FuzzyEn and DistEn may complement each other and the best performance can be achieved by combining: 1) FuzzyEn of one 5-s window and the averaged DistEn of five 1-s windows for classifying normal from epileptic group (accuracy: 0.93, sensitivity: 0.91, specificity: 0.96); and 2) the averaged FuzzyEn of five 1-s windows and DistEn of one 5-s window for classifying ictal from interictal EEGs (accuracy: 0.91, sensitivity: 0.93, specificity: 0.90). Further studies are warranted to examine whether this proposed short-term analysis procedure can help track the epileptic activities in real time and provide prompt feedback for clinical practices.
Keyword: Research Article
URL: http://www.ncbi.nlm.nih.gov/pubmed/29543825
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5854404/
https://doi.org/10.1371/journal.pone.0193691
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19
A general frame for intuitionistic fuzzy rough sets
In: Information sciences. - New York, NY : Elsevier Science Inc. 216 (2012), 34-49
OLC Linguistik
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20
The Fable of Recognition: A Study of Northrop Frye as a Prophet
In: English Language Teaching; Vol 4, No 3 (2011); p54 (2011)
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