Seasonal time series with dominant frequency components are very common in various information and control systems, biomedicine and environmental engineering. Methods for their analysis, modelling and prediction inclu...
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ISBN:
(纸本)0852966903
Seasonal time series with dominant frequency components are very common in various information and control systems, biomedicine and environmental engineering. Methods for their analysis, modelling and prediction include both linear and nonlinear structures using autoregressive models, adaptive systems and neural networks. the paper presents basic algorithms for preprocessing of such signals including their filtering and subsampling at first to enable the following efficient signal approximation, modelling and prediction. the main part of the paper presents the comparison of linear autoregressive models and neural networks with different transfer functions including wavelets as well. Resulting methods presented in the paper are applied for processing of real values representing the river Elbe flow at a selected measuring station to study their modelling and prediction. the paper compares results obtained both by classical and adaptive methods using system history and appropriate learning methods for model optimisation.
the proceedings contain 46 papers. the special focus in this conference is on Architectures;Platforms;Tools;Arithmetic and signalprocessing. the topics include: the Design of a New FPGA Architecture;Migraton of a Dua...
ISBN:
(纸本)3540602941
the proceedings contain 46 papers. the special focus in this conference is on Architectures;Platforms;Tools;Arithmetic and signalprocessing. the topics include: the Design of a New FPGA Architecture;Migraton of a Dual Granularity Globally Interconnected PLD Architecture to a 0.5 µm TLM Process;Self-Timed FPGA Systems;XC6200 Fastmap ™ Processor Interface;the Teramac Configurable Computer Engine;Telecommunication-Oriented FPGA and Dedicated CAD System;A Configurable Logic Processor for machine Vision;Extending DSP-Boards wih FPGA-Based Structures of Interconnection;High-Speed Region Detection and Labeling Using an FPGA Based Custom Computing Platform;Using FPGAs as Control Support in MIMD Executions;Customised Hardware Based on the REDOC III Algorithm for High-Performance Date Ciphering;Using Reconfigurable Hardware to Speed up Product Development and Performance;Creation of Hardware Objects in a Reconfigurable Computer;Rapid Hardware Prototyping of Digital signalprocessing Systems Using FPGAs;Delay Minimal Mapping of RTL Structures onto LUT Based FPGAs;Some Notes Qn Power Management on FPGA-Based Systems;An Automatic Technique for Realising User Interaction processing in PLD Based Systems;the Proper Use of Hierarchy in HDL-Based High Density FPGA Design;Compiling Regular Arrays onto FPGAs;Compiling Ruby into FPGAs;the CSYN Verilog Compiler and Other Tools;A VHDL Design Methodolgy for FPGAs;VHDL-Based Rapid Hardware Prototyping Using FPGA Technology;Integer Programming for Partitioning in Software Oriented Codesign;Test Standard Serves Dual Role as On-Board Programming Solution;Advanced Method for Industry Related Education with an FPGA Design Self-learning Kit.
this book contains the proceedings of the 5thinternationalconference on Geoinformatics and Data Analysis (ICGDA 2022), held in January 21–23, Paris, France. Geoinformatics helps to support basic scientific inquiry ...
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ISBN:
(数字)9783031080173
ISBN:
(纸本)9783031080166
this book contains the proceedings of the 5thinternationalconference on Geoinformatics and Data Analysis (ICGDA 2022), held in January 21–23, Paris, France. Geoinformatics helps to support basic scientific inquiry as well as address the complex social and environmental challenges. It becomes very important technology to decision-makers across a wide range of disciplines such as computer science, information technology, software engineering, biogeography, geography, conservation, architecture, spatial analysis and reinforcement learning. the papers included in this proceeding share the latest research results and practical application examples on the methodologies and algorithms in the area of geoinformatics and data analysis, including software and information engineering, environmental geography and geographic information system, which makes the book a valuable reference for researchers, engineers and university students who are working in the field.
this book constitutes the third Diabetic Foot Ulcers Grand Challenge, DFUC 2022, which was held on September 2022, in conjunction withthe 25thinternationalconference on Medical Image Computing and Computer-Assisted...
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ISBN:
(数字)9783031263545
ISBN:
(纸本)9783031263538
this book constitutes the third Diabetic Foot Ulcers Grand Challenge, DFUC 2022, which was held on September 2022, in conjunction withthe 25thinternationalconference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2022 in Singapore. the 8 full papers presented together with5 challenge papers and 3 post-challenge papers included in this book were carefully reviewed and selected from 19 submissions.
this book constitutes the refereed proceedings of the 5thinternationalconference on Recent Trends in Image processing and Pattern Recognition, RTIP2R 2022, held in Kingsville, TX, USA, in collaboration withthe...
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ISBN:
(数字)9783031235993
ISBN:
(纸本)9783031235986
this book constitutes the refereed proceedings of the 5thinternationalconference on Recent Trends in Image processing and Pattern Recognition, RTIP2R 2022, held in Kingsville, TX, USA, in collaboration withthe Applied AI Research Laboratory of the University of South Dakota, during December 01-02, 2022.;the 31 full papers included in this book were carefully reviewed and selected from 69 submissions. they were organized in topical sections as follows: healthcare: medical imaging and informatics; computer vision and pattern recognition; internet of things and security; and signalprocessing and machinelearning.
this book gathers outstanding research papers presented at the 5thinternational Joint conference on Advances in Computational Intelligence (IJCACI 2021), held online during October 23–24, 2021. IJCACI 2021 is ...
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ISBN:
(数字)9789811903328
ISBN:
(纸本)9789811903311;9789811903342
this book gathers outstanding research papers presented at the 5thinternational Joint conference on Advances in Computational Intelligence (IJCACI 2021), held online during October 23–24, 2021. IJCACI 2021 is jointly organized by Jahangirnagar University (JU), Bangladesh, and South Asian University (SAU), India. the book presents the novel contributions in areas of computational intelligence and it serves as a reference material for advance research. the topics covered are collective intelligence, soft computing, optimization, cloud computing, machinelearning, intelligent software, robotics, data science, data security, big data analytics, and signal and natural language processing.
this book includes selected papers from the 5thinternationalconference on Computational Vision and Bio Inspired Computing (ICCVBIC 2021), held in Coimbatore, India, during November 25–26, 2021. this book presents s...
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ISBN:
(数字)9789811695735
ISBN:
(纸本)9789811695728
this book includes selected papers from the 5thinternationalconference on Computational Vision and Bio Inspired Computing (ICCVBIC 2021), held in Coimbatore, India, during November 25–26, 2021. this book presents state-of-the-art research innovations in computational vision and bio-inspired techniques. the book reveals the theoretical and practical aspects of bio-inspired computing techniques, like machinelearning, sensor-based models, evolutionary optimization and big data modeling and management that make use of effectual computing processes in the bio-inspired systems. It also contributes to the novel research that focuses on developing bio-inspired computing solutions for various domains, such as human–computer interaction, image processing, sensor-based single processing, recommender systems and facial recognition, which play an indispensable part in smart agriculture, smart city, biomedical and business intelligence applications.
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