The two-volume set LNCS 12415 and 12416 constitutes the refereed proceedings of of the 19th International Conference on artificial Intelligence and Soft Computing, ICAISC 2020, held in Zakopane, Poland*, in Octob...
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ISBN:
(数字)9783030615345
ISBN:
(纸本)9783030615338
The two-volume set LNCS 12415 and 12416 constitutes the refereed proceedings of of the 19th International Conference on artificial Intelligence and Soft Computing, ICAISC 2020, held in Zakopane, Poland*, in October 2020.;The 112 revised full papers presented were carefully reviewed and selected from 265 submissions. The papers included in the first volume are organized in the following six parts: neuralnetworks and their applications; fuzzy systems and their applications; evolutionary algorithms and their applications; pattern classification; bioinformatics, biometrics and medical applications; artificial intelligence in modeling and simulation.;The papers included in the second volume are organized in the following four parts: computer vision, image and speech analysis; data mining; various problems of artificial intelligence; agent systems, robotics and control.;*The conference was held virtually due to the COVID-19 pandemic.
The two-volume set LNAI 8265 and LNAI 8266 constitutes the proceedings of the 12th Mexican International Conference on artificial Intelligence, MICAI 2013, held in Mexico City, Mexico, in November 2013. The total of 8...
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ISBN:
(数字)9783642451140
ISBN:
(纸本)9783642451133
The two-volume set LNAI 8265 and LNAI 8266 constitutes the proceedings of the 12th Mexican International Conference on artificial Intelligence, MICAI 2013, held in Mexico City, Mexico, in November 2013. The total of 85 papers presented in these proceedings were carefully reviewed and selected from 284 submissions. The first volume deals with advances in artificial intelligence and its applications and is structured in the following five sections: logic and reasoning; knowledge-based systems and multi-agent systems; natural language processing; machine translation; and bioinformatics and medical applications. The second volume deals with advances in soft computing and its applications and is structured in the following eight sections: evolutionary and nature-inspired metaheuristic algorithms; neuralnetworks and hybrid intelligent systems; fuzzy systems; machine learning and pattern recognition; data mining; computer vision and imageprocessing; robotics, planning and scheduling and emotion detection, sentiment analysis and opinion mining.
The two-volume set LNCS 7951 and 7952 constitutes the refereed proceedings of the 10th International Symposium on neuralnetworks, ISNN 2013, held in Dalian, China, in July 2013. The 157 revised full papers presented ...
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ISBN:
(数字)9783642390685
ISBN:
(纸本)9783642390678
The two-volume set LNCS 7951 and 7952 constitutes the refereed proceedings of the 10th International Symposium on neuralnetworks, ISNN 2013, held in Dalian, China, in July 2013.
The 157 revised full papers presented were carefully reviewed and selected from numerous submissions. The papers are organized in following topics: computational neuroscience, cognitive science, neural network models, learning algorithms, stability and convergence analysis, kernel methods, large margin methods and SVM, optimization algorithms, varational methods, control, robotics, bioinformatics and biomedical engineering, brain-like systems and brain-computer interfaces, data mining and knowledge discovery and other applications of neuralnetworks.
This book provides an overview of the applications of partial differential equations (PDEs) to imageprocessing, analysis, and computer vision domains, focusing mainly on the most important contributions of the author...
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ISBN:
(数字)9783031895760
ISBN:
(纸本)9783031895753;9783031895784
This book provides an overview of the applications of partial differential equations (PDEs) to imageprocessing, analysis, and computer vision domains, focusing mainly on the most important contributions of the author in these closely related fields. It addresses almost all the PDE-based imageprocessing and analysis areas, and the connections between partial differential equations, computer vision, and artificial intelligence: PDE-based image filtering, inpainting, compression, segmentation, content-based recognition, indexing and retrieval, and video object detection and tracking, energy-based (variational) and nonlinear diffusion-based models of second and fourth order, nonlinear PDE-based scale-spaces in combination to convolutional neuralnetworks and high-level descriptors to perform edge and feature extraction.
From its early beginnings in the fifties and sixties, the field of neuralnetworks has been steadily developing to become one of the most interdisciplinary areas of research within computer science. This volume contai...
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ISBN:
(数字)9781447108771
ISBN:
(纸本)9781447112266
From its early beginnings in the fifties and sixties, the field of neuralnetworks has been steadily developing to become one of the most interdisciplinary areas of research within computer science. This volume contains a selection of papers from WIRN Vietri-99, the 11th Italian Workshop on neural Nets. This annual event, sponsored, amongst others, by the IEEE neuralnetworks Council and the INNS/SIG Italy, brings together the best of research from all over the world. The papers cover a range of topics within neuralnetworks, including pattern recognition, signal and imageprocessing, mathematical models, neuro-fuzzy models and economics applications.
This book gives a synthesis of the state of the art in artificial intelligence in astronomy and astrophysics, presents its current applications and points out directions of future work. The individual chapters report ...
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ISBN:
(数字)9783540461395
ISBN:
(纸本)9783662137338
This book gives a synthesis of the state of the art in artificial intelligence in astronomy and astrophysics, presents its current applications and points out directions of future work. The individual chapters report on the application of artificial intelligence techniques for large astronomical surveys, for processing cosmic ray data, for facilitating data reduction using imageprocessing systems, for telescope scheduling, for observatory ground support operations, for observation proposal preparation assistance, and for scientific applications such as stellar spectral and galaxy morphology classification. The new field of connectionism (neuralnetworks) is also surveyed. The book is designed to be self-contained: a glossary of terms used in this area is provided and an index of terms, acronyms and proper names completes the book.
This book takes a balanced approach between theoretical understanding and real time applications. All topics show how to explore, build, evaluate and optimize deep learning models with computer vision. Deep lear...
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ISBN:
(数字)9789819612857
ISBN:
(纸本)9789819612840;9789819612871
This book takes a balanced approach between theoretical understanding and real time applications. All topics show how to explore, build, evaluate and optimize deep learning models with computer vision. Deep learning is integrated with computer vision to enhance the performance of image classification with localization, object detection, object recognition, object segmentation, image style transfer, image colorization, image reconstruction, image super-resolution, image synthesis, motion detection, pose estimation, semantic segmentation in biomedical field. Huge number of efficient approaches/applications and models support medical decisions in the fields of cardiology, dermatology, and radiology. The content of book elaborates deep learning models such as convolution neuralnetworks, deep learning, generative adversarial network, long short-term memory networks (LSTM), autoencoder (AE), restricted Boltzmann machine (RBM), self-organizing map (SOM), deep belief network (DBN), etc.
Soft computing represents a collection of techniques, such as neuralnetworks, evolutionary computation, fuzzy logic, and probabilistic reasoning. As - posed to conventional "hard" computing, these technique...
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ISBN:
(数字)9783540323679
ISBN:
(纸本)9783540230533;9783642061981
Soft computing represents a collection of techniques, such as neuralnetworks, evolutionary computation, fuzzy logic, and probabilistic reasoning. As - posed to conventional "hard" computing, these techniques tolerate impre- sion and uncertainty, similar to human beings. In the recent years, successful applications of these powerful methods have been published in many dis- plines in numerous journals, conferences, as well as the excellent books in this book series on Studies in Fuzziness and Soft Computing. This volume is dedicated to recent novel applications of soft computing in multimedia processing. The book is composed of 21 chapters written by experts in their respective fields, addressing various important and timely problems in multimedia computing such as content analysis, indexing and retrieval, recognition and compression, processing and filtering, etc. In the chapter authored by Guan, Muneesawang, Lay, Amin, and Lee, a radial basis function network with Laplacian mixture model is employed to perform image and video retrieval. D. Androutsos, P. Androutsos, Plataniotis, and Venetsanopoulos investigate color image indexing and retrieval within a small-world framework. Wu and Yap develop a framework of fuzzy relevance feedback to model the uncertainty of users' subjective perception in image retrieval.
The 221 full papers and 15 short papers of the three proceedings volumes were carefully reviewed and selected from 639 submissions. The papers are organized in topical sections such as signal processing and image proc...
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ISBN:
(数字)9783319422916
ISBN:
(纸本)9783319422909
The 221 full papers and 15 short papers of the three proceedings volumes were carefully reviewed and selected from 639 submissions. The papers are organized in topical sections such as signal processing and imageprocessing; information security, knowledge discovery, and data mining; systems biology and intelligent computing in computational biology; intelligent computing in scheduling; information security; advances in swarm intelligence: algorithms and applications; machine learning and data analysis for medical and engineering applications; evolutionary computation and learning; independent component analysis; compressed sensing, sparse coding; social computing; neuralnetworks; nature inspired computing and optimization; genetic algorithms; signal processing; pattern recognition; biometrics recognition; imageprocessing; information security; virtual reality and human-computer interaction; healthcare informatics theory and methods; artificial bee colony algorithms; differential evolution; memetic algorithms; swarm intelligence and optimization; soft computing; protein structure and function prediction; advances in swarm intelligence: algorithms and applications; optimization, neural network, and signal processing; biomedical informatics and imageprocessing; machine learning; knowledge discovery and natural language processing; nature inspired computing and optimization; intelligent control and automation; intelligent data analysis and prediction; computer vision; knowledge representation and expert system; bioinformatics.
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