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Digital
Classification and Learning Using Genetic Algorithms : Applications in Bioinformatics and Web Intelligence
Authors: ---
ISBN: 9783540496076 Year: 2007 Publisher: Berlin, Heidelberg Springer-Verlag Berlin Heidelberg


Digital
Pattern Recognition and Machine Intelligence : First International Conference, PReMI 2005, Kolkata, India, December 20-22, 2005, Proceedings
Authors: --- ---
ISBN: 9783540324201 Year: 2005 Publisher: Berlin Heidelberg Springer-Verlag GmbH


Digital
Pattern Recognition and Machine Intelligence : Second International Conference, PReMI 2007, Kolkata, India, December 18-22, 2007. Proceedings
Authors: --- ---
ISBN: 9783540770466 Year: 2007 Publisher: Berlin, Heidelberg Springer-Verlag Berlin Heidelberg


Digital
Perception and Machine Intelligence : First Indo-Japan Conference, PerMIn 2012, Kolkata, India, January 12-13, 2012. Proceedings
Authors: --- --- ---
ISBN: 9783642273872 Year: 2012 Publisher: Berlin, Heidelberg Springer Berlin Heidelberg

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Digital
Recent Trends in Signal and Image Processing : Proceedings of ISSIP 2018
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ISBN: 9789811367830 Year: 2019 Publisher: Singapore Springer Singapore, Imprint: Springer

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This book presents fascinating, state-of-the-art research findings in the field of signal and image processing. It includes conference papers covering a wide range of signal processing applications involving filtering, encoding, classification, segmentation, clustering, feature extraction, denoising, watermarking, object recognition, reconstruction and fractal analysis. It addresses various types of signals, such as image, video, speech, non-speech audio, handwritten text, geometric diagram, ECG and EMG signals; MRI, PET and CT scan images; THz signals; solar wind speed signals (SWS); and photoplethysmogram (PPG) signals, and demonstrates how new paradigms of intelligent computing, like quantum computing, can be applied to process and analyze signals precisely and effectively. The book also discusses applications of hybrid methods, algorithms and image filters, which are proving to be better than the individual techniques or algorithms. .


Digital
Granular Neural Networks, Pattern Recognition and Bioinformatics
Authors: --- ---
ISBN: 9783319571157 Year: 2017 Publisher: Cham Springer International Publishing

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This book provides a uniform framework describing how fuzzy rough granular neural network technologies can be formulated and used in building efficient pattern recognition and mining models. It also discusses the formation of granules in the notion of both fuzzy and rough sets. Judicious integration in forming fuzzy-rough information granules based on lower approximate regions enables the network to determine the exactness in class shape as well as to handle the uncertainties arising from overlapping regions, resulting in efficient and speedy learning with enhanced performance. Layered network and self-organizing analysis maps, which have a strong potential in big data, are considered as basic modules,. The book is structured according to the major phases of a pattern recognition system (e.g., classification, clustering, and feature selection) with a balanced mixture of theory, algorithm, and application. It covers the latest findings as well as directions for future research, particularly highlighting bioinformatics applications. The book is recommended for both students and practitioners working in computer science, electrical engineering, data science, system design, pattern recognition, image analysis, neural computing, social network analysis, big data analytics, computational biology and soft computing.


Digital
Pattern Recognition and Machine Intelligence : 6th International Conference, PReMI 2015, Warsaw, Poland, June 30 - July 3, 2015, Proceedings
Authors: --- --- ---
ISBN: 9783319199412 9783319199429 9783319199405 Year: 2015 Publisher: Cham Springer International Publishing

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This book constitutes the proceedings of the 6th International Conference on Pattern Recognition and Machine Intelligence, PReMI 2015, held in Warsaw, Poland, in June/July 2015. The total of 53 full papers and 1 short paper presented in this volume were carefully reviewed and selected from 90 submissions. They were organized in topical sections named: foundations of machine learning; image processing; image retrieval; image tracking; pattern recognition; data mining techniques for large scale data; fuzzy computing; rough sets; bioinformatics; and applications of artificial intelligence.


Digital
Pattern Recognition and Machine Intelligence : 4th International Conference, PReMI 2011, Moscow, Russia, June 27 - July 1, 2011. Proceedings
Authors: --- --- ---
ISBN: 9783642217869 Year: 2011 Publisher: Berlin, Heidelberg Springer Berlin Heidelberg


Digital
Pattern Recognition and Machine Intelligence : 5th International Conference, PReMI 2013, Kolkata, India, December 10-14, 2013. Proceedings
Authors: --- --- --- ---
ISBN: 9783642450624 Year: 2013 Publisher: Berlin, Heidelberg Springer

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This book constitutes the refereed proceedings of the 5th International Conference on Pattern Recognition and Machine Intelligence, PReMI 2013, held in Kolkata, India in December 2013. The 101 revised papers presented together with 9 invited talks were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on pattern recognition; machine learning; image processing; speech and video processing; medical imaging; document image processing; soft computing; bioinformatics and computational biology; and social media mining.

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