Data analytics for intelligent systems : techniques and solutions

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Bibliographic Details
Other Authors Taran, Sachin (Editor), Dhiman, Chhavi (Editor), Kumar, Manjeet (Editor)
Format Electronic eBook
LanguageEnglish
Published Bristol [England] (Temple Circus, Temple Way, Bristol BS1 6HG, UK) : IOP Publishing, [2024]
SeriesIOP series in next generation computing.
IOP ebooks. 2024 collection.
Subjects
Big data.
Data mining.
elektronické knihy
electronic books
Online AccessFull text
ISBN9780750354172
9780750354165
9780750354158
9780750354189
Physical Description1 online zdroj : ilustrace.

Cover

Table of Contents:
  • 1. A precise ECG QRS complex detector using a WOA optimized fractional-order digital differentiator / Chandan Nayak and Manjeet Kumar
  • 2. Focal and non-focal EEG signal classification using the Wigner-Ville distribution and deep feature extraction / Sachin Taran, Smith K Khare, P.V. Keshava Krishna and Vikram Singh Kardam
  • 3. Multi-channel EEG-based affective emotion identification using a dual-stage filtering approach / Kranti S. Kamble and Joydeep Sengupta
  • 4. Variational mode decomposition based entropy features for classification of myopathy, neuropathy, and normal EMG signals / Sukumar Nagineni, Sachin Taran and Kemal Polat
  • 5. Epileptic EEG signal classification using wavelet transform and SVM / Virender Kumar Mehla and Seema Mehla
  • 6. Imbalanced class problem analysis for lung cancer detection using convolutional neural networks / Om Mishra, Deepak Parashar, Amit Kukker, Aditi Rao, Ananya Srivastava, Anahita, Rajan Mishra and P.S. Kavimandan
  • 7. An end-to-end content-aware generative adversarial network based method for multimodal medical image fusion / Manisha Das, Deep Gupta and Ashwini Bakde
  • 8. Infrared thermography in diagnosing macular edema / J. Persiya, A. Sasithradevi and S. Mohamed Mansoor Roomi
  • 9. Variants of generative adversarial networks for underwater image enhancement / M. Vijayalakshmi, A. Sasithradevi and P. Prakash
  • 10. Leveraging knowledge graphs for the analysis and recommendation of jobs / Amit Patil, Muskan Jain, Neetu Sardana, Sanjoli Goyal and Deepika Varshney
  • 11. A recommender system based on variants of singular value decomposition / Abhuday Tripathi, Ruchi Jain and Komal Tahiliani
  • 12. Misleading multimodal news dataset for detecting fraudulent content / Deepika Varshney, Mohit Aggarwal and Neetu Saradana
  • 13. Structural crack detection, segmentation, and classification : a review / Basavaraj Katageri, Rajashri Khanai, Rajkumar V. Raikar, Dattaprasad A. Torse and Krishna Pai
  • 14. A systematic review of fault detection in hardware and software systems / Mayank Yadav and Ruchika Malhotra
  • 15. ACPSOD-Net : a deep atrous convolution pooling based network for salient object detection / Bhagyashree V. Lad, Mohammad Farukh Hashmi and Avinash G. Keskar.

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