This book and its sister volume collect refereed papers presented at the 7th Inter- tional Symposium on neuralnetworks (ISNN 2010), held in Shanghai, China, June 6-9, 2010. Building on the success of the previous six...
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ISBN:
(数字)9783642132780
ISBN:
(纸本)9783642132773
This book and its sister volume collect refereed papers presented at the 7th Inter- tional Symposium on neuralnetworks (ISNN 2010), held in Shanghai, China, June 6-9, 2010. Building on the success of the previous six successive ISNN symposiums, ISNN has become a well-established series of popular and high-quality conferences on neural computation and its applications. ISNN aims at providing a platform for scientists, researchers, engineers, as well as students to gather together to present and discuss the latest progresses in neuralnetworks, and applications in diverse areas. Nowadays, the field of neuralnetworks has been fostered far beyond the traditional artificialneuralnetworks. This year, ISNN 2010 received 591 submissions from more than 40 countries and regions. Based on rigorous reviews, 170 papers were selected for publication in the proceedings. The papers collected in the proceedings cover a broad spectrum of fields, ranging from neurophysiological experiments, neural modeling to extensions and applications of neuralnetworks. We have organized the papers into two volumes based on their topics. The first volume, entitled “Advances in neuralnetworks- ISNN 2010, Part 1,” covers the following topics: neurophysiological foundation, theory and models, learning and inference, neurodynamics. The second volume en- tled “Advance in neuralnetworks ISNN 2010, Part 2” covers the following five topics: SVM and kernel methods, vision and image, data mining and text analysis, BCI and brain imaging, and applications.
This volume presents the proceedings of the 5th Conference on artificial Intelligence in Medicine Europe, AIME '95, held in Pavia, Italy in June 1995.;The volume contains 32 full refereed selected papers contribut...
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ISBN:
(数字)9783540494072
ISBN:
(纸本)9783540600251
This volume presents the proceedings of the 5th Conference on artificial Intelligence in Medicine Europe, AIME '95, held in Pavia, Italy in June 1995.;The volume contains 32 full refereed selected papers contributed by researchers and professionals coming from computer science departments, medical informatics departments, and hospitals; in addition there are the keynote address and 28 poster presentations. The volume is organized in topical sections on medical records, temporal reasoning and simulation, probabilistic models, patient management and therapy planning, evaluation of knowledge-based systems, diagnostic support systems, models for clinical information systems, and neuralnetworks and image interpretation.
Speech processing, Recognition and artificialneuralnetworks contains papers from leading researchers and selected students, discussing the experiments, theories and perspectives of acoustic phonetics as well as the ...
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ISBN:
(数字)9781447108450
ISBN:
(纸本)9781852330941
Speech processing, Recognition and artificialneuralnetworks contains papers from leading researchers and selected students, discussing the experiments, theories and perspectives of acoustic phonetics as well as the latest techniques in the field of spe ech science and technology. Topics covered in this book include; Fundamentals of Speech Analysis and Perceptron; Speech processing; Stochastic Models for Speech; Auditory and neural Network Models for Speech; Task-Oriented applications of Automatic Speech Recognition and Synthesis.
The two-volume Proceedings set CCIS 1637 and 1638 constitutes the refereed proceedings of the Third International Conference on neural Computing for Advanced applications, NCAA 2022, held in Jinan, China, during July ...
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ISBN:
(数字)9789811961427
ISBN:
(纸本)9789811961410
The two-volume Proceedings set CCIS 1637 and 1638 constitutes the refereed proceedings of the Third International Conference on neural Computing for Advanced applications, NCAA 2022, held in Jinan, China, during July 8–10, 2022.;The 77 papers included in these proceedings were carefully reviewed and selected from 205 submissions. These papers were categorized into 10 technical tracks, i.e., neural network theory, and cognitive sciences, machine learning, data mining, data security & privacy protection, and data-driven applications, computational intelligence, nature-inspired optimizers, and their engineering applications, cloud/edge/fog computing, the Internet of Things/Vehicles (IoT/IoV), and their system optimization, control systems, network synchronization, system integration, and industrial artificial intelligence, fuzzy logic, neuro-fuzzy systems, decision making, and their applications in management sciences, computer vision, imageprocessing, and theirindustrial applications, natural language processing, machine translation, knowledge graphs, and their applications, neural computing-based fault diagnosis, fault forecasting, prognostic management, and system modeling, and Spreading dynamics, forecasting, and other intelligent techniques against coronavirus disease (COVID-19).
The 111 papers presented in the two volumes were carefully reviewed and selected from numerous submissions. The papers were organized in topical sections named: Learning System, Graph Model, and Adversarial Learning; ...
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ISBN:
(数字)9783030227968
ISBN:
(纸本)9783030227951
The 111 papers presented in the two volumes were carefully reviewed and selected from numerous submissions. The papers were organized in topical sections named: Learning System, Graph Model, and Adversarial Learning; Time Series Analysis, Dynamic Prediction, and Uncertain Estimation; Model Optimization, Bayesian Learning, and Clustering; Game Theory, Stability Analysis, and Control Method; Signal processing, Industrial Application, and Data Generation; image Recognition, Scene Understanding, and Video Analysis; Bio-signal, Biomedical Engineering, and Hardware.
From the contents:neuralnetworks – theory and applications: NNs (= neuralnetworks) classifier on continuous data domains– quantum associative memory – a new class of neuron-like discrete filters to image processi...
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ISBN:
(数字)9783709163849
ISBN:
(纸本)9783211833643
From the contents:
neuralnetworks – theory and applications: NNs (= neuralnetworks) classifier on continuous data domains– quantum associative memory – a new class of neuron-like discrete filters to imageprocessing – modular NNs for improving generalisation properties – presynaptic inhibition modelling for imageprocessing application – NN recognition system for a curvature primal sketch – NN based nonlinear temporal-spatial noise rejection system – relaxation rate for improving Hopfield network – Oja's NN and influence of the learning gain on its dynamics
Genetic algorithms – theory and applications: transposition: a biological-inspired mechanism to use with GAs (= genetic algorithms) – GA for decision tree induction – optimising decision classifications using GAs – scheduling tasks with intertask communication onto multiprocessors by GAs – design of robust networks with GA – effect of degenerate coding on GAs – multiple traffic signal control using a GA – evolving musical harmonisation – niched-penalty approach for constraint handling in GAs – GA with dynamic population size – GA with dynamic niche clustering for multimodal function optimisation
Soft computing and uncertainty: self-adaptation of evolutionary constructed decision trees by information spreading – evolutionary programming of near optimal NNs
The 122 revised full papers presented were carefully reviewed and selected from 333 submissions. The papers included in the first volume are organized in the following five parts: neuralnetworks and their application...
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ISBN:
(数字)9783030209124
ISBN:
(纸本)9783030209117
The 122 revised full papers presented were carefully reviewed and selected from 333 submissions. The papers included in the first volume are organized in the following five parts: neuralnetworks and their applications; fuzzy systems and their applications; evolutionary algorithms and their applications; pattern classification; artificial intelligence in modeling and simulation.;The papers included in the second volume are organized in the following five parts: computer vision, image and speech analysis; bioinformatics, biometrics, and medical applications; data mining; various problems of artificial intelligence; agent systems, robotics and control.
Science has made great progress in the twentieth century, with the establishment of proper disciplines in the fields of physics, computer science, molecular biology, and many others. At the same time, there have also ...
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ISBN:
(数字)9783540400462
ISBN:
(纸本)9783540205845;9783642058202
Science has made great progress in the twentieth century, with the establishment of proper disciplines in the fields of physics, computer science, molecular biology, and many others. At the same time, there have also emerged many engineering ideas that are interdisciplinary in nature, beyond the realm of such orthodox disciplines. These in clude, for example, artificial intelligence, fuzzy logic, artificialneuralnetworks, evolutional computation, data mining, and so on. In or der to generate new technology that is truly human-friendly in the twenty-first century, integration of various methods beyond specific disciplines is required. Soft computing is a key concept for the creation of such human friendly technology in our modern information society. Professor Rutkowski is a pioneer in this field, having devoted himself for many years to publishing a large variety of original work. The present vol ume, based mostly on his own work, is a milestone in the devel opment of soft computing, integrating various disciplines from the fields of information science and engineering. The book consists of three parts, the first of which is devoted to probabilistic neural net works. neural excitation is stochastic, so it is natural to investi gate the Bayesian properties of connectionist structures developed by Professor Rutkowski. This new approach has proven to be par ticularly useful for handling regression and classification problems vi Preface in time-varying environments. Throughout this book, major themes are selected from theoretical subjects that are tightly connected with challenging applications.
This two-volume book presents outcomes of the 7th International Conference on Soft Computing for Problem Solving, SocProS 2017. This conference is a joint technical collaboration between the Soft Computing Research So...
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ISBN:
(数字)9789811315923
ISBN:
(纸本)9789811315916
This two-volume book presents outcomes of the 7th International Conference on Soft Computing for Problem Solving, SocProS 2017. This conference is a joint technical collaboration between the Soft Computing Research Society, Liverpool Hope University (UK), the Indian Institute of Technology Roorkee, the South Asian University New Delhi and the National Institute of Technology Silchar, and brings together researchers, engineers and practitioners to discuss thought-provoking developments and challenges in order to select potential future directions The book presents the latest advances and innovations in the interdisciplinary areas of soft computing, including original research papers in the areas including, but not limited to, algorithms (artificial immune systems, artificialneuralnetworks, genetic algorithms, genetic programming, and particle swarm optimization) and applications (control systems, data mining and clustering, finance, weather forecasting, game theory, business and forecasting applications). It is a valuable resource for both young and experienced researchers dealing with complex and intricate real-world problems for which finding a solution by traditional methods is a difficult task.
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