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Mathematical statistics --- Molecular biology --- Computer science --- Programming --- Information systems --- Artificial intelligence. Robotics. Simulation. Graphics --- patroonherkenning --- factoranalyse --- toegepaste informatica --- bio-informatica --- database management --- KI (kunstmatige intelligentie) --- robots --- moleculaire biologie --- AI (artificiële intelligentie)
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Mathematical statistics --- Computer science --- Computer architecture. Operating systems --- Information systems --- Artificial intelligence. Robotics. Simulation. Graphics --- patroonherkenning --- ICT (informatie- en communicatietechnieken) --- factoranalyse --- informatica --- informatiesystemen --- database management --- computernetwerken --- robots
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Mathematical statistics --- Computer science --- Computer architecture. Operating systems --- Information systems --- Artificial intelligence. Robotics. Simulation. Graphics --- patroonherkenning --- ICT (informatie- en communicatietechnieken) --- factoranalyse --- informatica --- informatiesystemen --- database management --- computernetwerken --- robots
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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. .
Telecommunication technology --- Mass communications --- Artificial intelligence. Robotics. Simulation. Graphics --- Computer. Automation --- MRI (magnetic resonance imaging) --- computervisie --- beeldverwerking --- PET (positron-emission tomography) --- spraaktechnologie --- image processing --- object recognition --- PET/CT --- PET/MRI --- vormgeving --- mineralen (chemie) --- simulaties --- mijnbouw --- tekstverwerking --- communicatietechnologie --- signaalverwerking
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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.
Biomathematics. Biometry. Biostatistics --- Molecular biology --- Applied physical engineering --- Programming --- Artificial intelligence. Robotics. Simulation. Graphics --- patroonherkenning --- neuronale netwerken --- fuzzy logic --- cybernetica --- bio-informatica --- big data --- biometrie --- KI (kunstmatige intelligentie) --- ingenieurswetenschappen --- moleculaire biologie --- AI (artificiële intelligentie)
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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.
Mathematical statistics --- Biomathematics. Biometry. Biostatistics --- Molecular biology --- Computer science --- Programming --- Computer architecture. Operating systems --- Information systems --- Artificial intelligence. Robotics. Simulation. Graphics --- Computer. Automation --- patroonherkenning --- factoranalyse --- datamining --- bio-informatica --- applicatiebeheer --- apps --- computers --- informatiesystemen --- KI (kunstmatige intelligentie) --- architectuur (informatica) --- moleculaire biologie --- data acquisition --- AI (artificiële intelligentie)
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Complex analysis --- Mathematical statistics --- Computer science --- Information systems --- Artificial intelligence. Robotics. Simulation. Graphics --- Computer. Automation --- patroonherkenning --- ICT (informatie- en communicatietechnieken) --- IR (information retrieval) --- factoranalyse --- complexe analyse (wiskunde) --- informatica --- informatiesystemen --- robots
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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.
Mathematical statistics --- Biomathematics. Biometry. Biostatistics --- Molecular biology --- Computer science --- Programming --- Information systems --- Artificial intelligence. Robotics. Simulation. Graphics --- Computer. Automation --- patroonherkenning --- factoranalyse --- spraaktechnologie --- bio-informatica --- machine learning --- computers --- informatica --- informatiesystemen --- biometrie --- database management --- KI (kunstmatige intelligentie) --- computerkunde --- robots --- moleculaire biologie --- data acquisition --- optica --- AI (artificiële intelligentie)
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