Machine Learning: An Effective Technique in Bio-Medical Signal Analysis and Classification
作者: Mihir MohantyHemanta Kumar Palo
作者单位: 1Siksha ‘O’ Anusandhan
2Department of Electronics and Communication Engineering, ITER, Siksha ‘O’ Anusandhan (Deemed to be University) Khandagiri, Bhubaneswar, Odisha, India
刊名: International Journal of Machine Learning and Networked Collaborative Engineering, 2017, Vol.1 (1), pp.01-08
来源数据库: CMR Institute of Technology, Hyderabad, India
DOI: 10.30991/IJMLNCE.2017v01i01.001
关键词: Bio-Medical SignalMachine Learning AlgorithmClassificationSupport Vector MachineWavelet TransformNeural Network
原始语种摘要: Advancement in the field of digital signal processing and modern machine learning (ML) approaches has witnessed substantial growth in biomedical engineering. The diagnostic power of these machines has grown manifolds mainly due to the exploration of effective and discriminate feature spaces that remain crucial for pattern recognition. It has enhanced the ability of machine learners to model the complex patterns accurately and make them adaptable to new task domains with explanation/experience learning approaches. Many vivid application domains including the artificial intelligent systems and robotics with critical and innovative thinking are going to rely on effective ML systems for efficiency and optimization. This has made the Artificial Neural Networks (NN) an emerging field of...
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关键词翻译
关键词翻译
  • machine 机器
  • discriminate 区分
  • recognition 识别
  • intelligent 有理性的
  • feature 结构元件
  • biomedical 生物医学
  • pattern 模型
  • Analysis 分析
  • processing 加工
  • growth 生长