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检索条件"机构=Centre for Pattern Recognition and Data Analytics"
92 条 记 录,以下是81-90 订阅
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A Kalman filtering induced heuristic optimization based partitional data clustering
arXiv
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arXiv 2019年
作者: Pakrashi, Arjun Chaudhuri, Bidyut B. Insight Centre for Data Analytics University College Dublin Ireland Computer Vision & Pattern Recognition Unit Indian Statistical Institute 203 B.T. Road Kolkata700108 India
Clustering algorithms have regained momentum with recent popularity of data mining and knowledge discovery approaches. To obtain good clustering in reasonable amount of time, various meta-heuristic approaches and thei... 详细信息
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Towards a Video Browser for the Digital Native
Towards a Video Browser for the Digital Native
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IEEE International Conference on Multimedia and Expo Workshops (ICMEW)
作者: Brett Adams Stewart Greenhill Svetha Venkatesh Institute for Multi-sensor Processing and Content Analysis (IMPCA) Curtin University of Technology Perth WA Australia Centre for Pattern Recognition and Data Analytics (PRaDA) Deakin University Geelong VIC Australia
Almost every aspect of how we create, transmit, and consume video has changed, but video interfaces still mimic those from video's inception. We extend Temporal Semantic Compression for interactive video browsing,... 详细信息
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The influence of pharmacological autonomic blockades on multi-scale measures of heart rate variability
The influence of pharmacological autonomic blockades on mult...
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Joint Conference of the European Medical and Biological Engineering Conference, EMBEC 2017 and Nordic-Baltic Conference on Biomedical Engineering and Medical Physics, NBC 2107
作者: Marzbanrad, Faezeh Karmakar, C.K. Khandoker, A.H. Palaniswami, M. Moritani, T. Jelinek, H.F. Department of Electrical and Computer Systems Engineering Monash University ClaytonVIC3168 Australia Centre for Research in Complex Systems and School of Community Health Charles Sturt University Albury Australia Centre of Pattern Recognition and Data Analytics Deakin University GeelongVIC Australia Khalifa University of Science Technology and Research Abu Dhabi United Arab Emirates The University of Melbourne ParkvilleVIC3010 Australia Kyoto University Kyoto Japan
Multi-scale measures have been used extensively to characterize non-linear dynamics of heart beats. However a physiological interpretation of the exponents associated with various scales of these measures and the role... 详细信息
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Analysing the History of Autism Spectrum Disorder Using Topic Models
Analysing the History of Autism Spectrum Disorder Using Topi...
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International Conference on data Science and Advanced analytics (DSAA)
作者: Adham Beykikhoshk Dinh Phung Ognjen Arandjelović Svetha Venkatesh Centre for Pattern Recognition and Data Analytics Deakin University Geelong Australia School of Computer Science University of St Andrews Fife Scotland United Kingdom University of Saint Andrews Saint Andrews Fife GB
We describe a novel framework for the discovery of underlying topics of a longitudinal collection of scholarly data, and the tracking of their lifetime and popularity over time. Unlike the social media or news data wh... 详细信息
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Analysing effect of heart rate and age on radial artery pressure derived systolic and diastolic durations in healthy adults
Analysing effect of heart rate and age on radial artery pres...
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Computers in Cardiology (CinC)
作者: Peng Li Chandan Karmakar Chengyu Liu Changchun Liu School of Control Science and Engineering Shandong University Jinan China Centre of Pattern Recognition and Data Analytics (PRaDA) Deakin University Geelong Australia Electrical & Electronic Engineering Department University of Melbourne Melbourne Australia
The measurements of cardiac systolic duration (SD) and diastolic duration (DD) have been well accepted as helpful tools for evaluating the cardiac functionality. In clinical practice, SD and DD are generally measured ... 详细信息
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Influence of embedding dimension on distribution entropy in analyzing heart rate variability
Influence of embedding dimension on distribution entropy in ...
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Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
作者: Radhagayathri K. Udhayakumar Chandan Karmakar Peng Li Marimuthu Palaniswami Department of Electrical & Electronic Engineering The University of Melbourne Melbourne VIC Australia Centre of Pattern Recognition and Data Analytics (PRaDA) Deakin University Geelong VIC Australia The School of Control Science and Engineering Shandong University Jinan China
Distribution entropy (DistEn) is a recent measure of complexity that is used to analyze Heart Rate Variability (HRV) data. DistEn which is a function of data length N, number of bins M and embedding dimension m is kno... 详细信息
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A novel technique to investigate the effect of ageing on ventricular repolarization characteristics in healthy and LQTS subjects
A novel technique to investigate the effect of ageing on ven...
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Annual International Conference of the IEEE Engineering in Medicine and Biology Society
作者: Mohammad H Imam Chandan K Karmakar M Palanaiswami Ahsan H Khandoker the Department of Electrical & Electronic Engineering The University of Melbourne Melbourne VIC 3010 Australia. the centre for Pattern Recognition and Data Analytics Deakin University Geelong Australia the Department of Biomedical Engineering Khalifa University of Science Technology and Research Abu Dhabi UAE
Ventricular repolarization(VR) characteristics is affected by ageing alongside several other factors like Heart rate(HR),respiration, modulation of autonomic nervous system, different drug effects, genetical factors a... 详细信息
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Approximation vector machines for large-scale online learning
The Journal of Machine Learning Research
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The Journal of Machine Learning Research 2017年 第1期18卷
作者: Trung Le Tu Dinh Nguyen Vu Nguyen Dinh Phung Centre for Pattern Recognition and Data Analytics School of Information Technology Deakin University Australia
One of the most challenging problems in kernel online learning is to bound the model size and to promote model sparsity. Sparse models not only improve computation and memory usage, but also enhance the generalization... 详细信息
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Heart rate independent QT variability component can detect subclinical cardiac autonomic neuropathy in diabetes
Heart rate independent QT variability component can detect s...
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Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
作者: Mohammad H Imam Chandan K Karmakar Ahsan H Khandoker Herbert F Jelinek M Palaniswami Department of Electrical & Electronic Engineering The University of Melbourne Melbourne VIC Australia Centre for Pattern Recognition and Data Analytics Deakin University Geelong Australia Department of Biomedical Engineering Khalifa University of Science Technology and Research Abu Dhabi UAE School of Community Health Charles Sturt University Albury Australia
Cardiac autonomic neuropathy (CAN) may lead to life threatening arrhythmia due to denervation of both the parasympathetic and sympathetic branches of autonomic nervous system innervating the heart. CAN is a frequently... 详细信息
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Hybrid genetic-discretized algorithm to handle data uncertainty in diagnosing stenosis of coronary arteries
Hybrid genetic-discretized algorithm to handle data uncertai...
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作者: Alizadehsani, Roohallah Roshanzamir, Mohamad Abdar, Moloud Beykikhoshk, Adham Khosravi, Abbas Nahavandi, Saeid Plawiak, Pawel Tan, Ru San Acharya, U Rajendra Deakin University GeelongVIC Australia Department of Engineering Fasa Branch Islamic Azad University Fars Fasa Iran Centre for Pattern Recognition and Data Analytics Deakin University GeelongVIC Australia Department of Information and Communications Technology Faculty of Computer Science and Telecommunications Cracow University of Technology Warszawska 24 st. F-3 31-155 Krakow Poland Institute of Theoretical and Applied Informatics Polish Academy of Sciences Baltycka 5 Gliwice44-100 Poland National Heart Centre Singapore Singapore Department of Electronics and Computer Engineering Ngee Ann Polytechnic Singapore Department of Biomedical Engineering School of Science and Technology Singapore University of Social Sciences Singapore Department of Bioinformatics and Medical Engineering Asia University Taiwan
Coronary artery disease (CAD) is the leading cause of morbidity and death worldwide. Invasive coronary angiography is the most accurate technique for diagnosing CAD, but is invasive and costly. Hence, analytical metho... 详细信息
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