Geocomputation Sustainability And Environmental Planning

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Geocomputation, Sustainability and Environmental Planning

Author : Beniamino Murgante
Publisher : Springer Science & Business Media
ISBN 13 : 3642197329
Total Pages : 272 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Geocomputation, Sustainability and Environmental Planning by : Beniamino Murgante

Download or read book Geocomputation, Sustainability and Environmental Planning written by Beniamino Murgante and published by Springer Science & Business Media. This book was released on 2011-03-23 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: The experience developed by Ian McHarg represents the first attempt to base environmental planning on more objective methods. In particular, he supposed that the real world can be considered as a layer cake and each layer represents a sectoral analysis. This metaphor represents the fundamental of overlay mapping. At the beginning, these principles have been applied only by hand, just considering the degree of darkness, produced by layer transparency, as a negative impact. In the following years, this craftmade approach, has been adopted for data organization in Geographical Information Systems producing analyses with a high level of quality and rigour. Nowadays, great part of studies in environmental planning field have been developed using GIS. The next step relative to the simple use of geographic information in supporting environmental planning is the adoption of spatial simulation models, which can predict the evolution of phenomena. As the use of spatial information has definitely improved the quality of data sets on which basing decision-making process, the use of Geostatistics, spatial simulation and, more generally, geocomputation methods allows the possibility of basing the decision-making process on predicted future scenarios. It is very strange that a discipline such as planning which programs the territory for the future years in great part of cases is not based on simulation models. Sectoral analyses, often based on surveys, are not enough to highlight dynamics of an area. Better knowing urban and environmental changes occurred in the past, it is possible to provide better simulations to predict possible tendencies. The aim of this book is to provide an overview of the main methods and techniques adopted in the field of environmental geocomputation in order to produce a more sustainable development.

GIS and Geocomputation for Water Resource Science and Engineering

Author : Barnali Dixon
Publisher : John Wiley & Sons
ISBN 13 : 1118354133
Total Pages : 579 pages
Book Rating : 4.1/5 (183 download)

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Book Synopsis GIS and Geocomputation for Water Resource Science and Engineering by : Barnali Dixon

Download or read book GIS and Geocomputation for Water Resource Science and Engineering written by Barnali Dixon and published by John Wiley & Sons. This book was released on 2016-02-08 with total page 579 pages. Available in PDF, EPUB and Kindle. Book excerpt: GIS and Geocomputation for Water Resource Science and Engineering not only provides a comprehensive introduction to the fundamentals of geographic information systems but also demonstrates how GIS and mathematical models can be integrated to develop spatial decision support systems to support water resources planning, management and engineering. The book uses a hands-on active learning approach to introduce fundamental concepts and numerous case-studies are provided to reinforce learning and demonstrate practical aspects. The benefits and challenges of using GIS in environmental and water resources fields are clearly tackled in this book, demonstrating how these technologies can be used to harness increasingly available digital data to develop spatially-oriented sustainable solutions. In addition to providing a strong grounding on fundamentals, the book also demonstrates how GIS can be combined with traditional physics-based and statistical models as well as information-theoretic tools like neural networks and fuzzy set theory.

Geographic Information Analysis for Sustainable Development and Economic Planning: New Technologies

Author : Borruso, Giuseppe
Publisher : IGI Global
ISBN 13 : 1466619252
Total Pages : 435 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Geographic Information Analysis for Sustainable Development and Economic Planning: New Technologies by : Borruso, Giuseppe

Download or read book Geographic Information Analysis for Sustainable Development and Economic Planning: New Technologies written by Borruso, Giuseppe and published by IGI Global. This book was released on 2012-07-31 with total page 435 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book tackles topics related to development of Geographic Information in terms of the technologies available for retrieving, managing, and analyzing geographical data"--Provided by publisher.

GeoComputation, Second Edition

Author : Robert J. Abrahart
Publisher : CRC Press
ISBN 13 : 1466503289
Total Pages : 480 pages
Book Rating : 4.4/5 (665 download)

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Book Synopsis GeoComputation, Second Edition by : Robert J. Abrahart

Download or read book GeoComputation, Second Edition written by Robert J. Abrahart and published by CRC Press. This book was released on 2014-06-23 with total page 480 pages. Available in PDF, EPUB and Kindle. Book excerpt: A revision of Openshaw and Abrahart’s seminal work, GeoComputation, Second Edition retains influences of its originators while also providing updated, state-of-the-art information on changes in the computational environment. In keeping with the field’s development, this new edition takes a broader view and provides comprehensive coverage across the field of GeoComputation. See What’s New in the Second Edition: Coverage of ubiquitous computing, the GeoWeb, reproducible research, open access, and agent-based modelling Expanded chapter on Genetic Programming and a separate chapter developed on Evolutionary Algorithms Ten chapters updated by the same or new authors and eight new chapters added to reflect state of the art Each chapter is a stand-alone entity that covers a particular topic. You can simply dip in and out or read it from cover to cover. The opening chapter by Stan Openshaw has been preserved, with only a limited number of minor essential modifications having been enacted. This is not just a matter of respect. Openshaw’s work is eloquent, prophetic, and his overall message remains largely unchanged. In contrast to other books on this subject, GeoComputation: Second Edition supplies a state-of-the-art review of all major areas in GeoComputation with chapters written especially for this book by invited specialists. This approach helps develop and expand a computational culture, one that can exploit the ever-increasing richness of modern geographical and geospatial datasets. It also supplies an instructional guide to be kept within easy reach for regular access and when need arises.

Sustainable Urbanism in China

Author : Ali Cheshmehzangi
Publisher : Routledge
ISBN 13 : 1000410498
Total Pages : 346 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Sustainable Urbanism in China by : Ali Cheshmehzangi

Download or read book Sustainable Urbanism in China written by Ali Cheshmehzangi and published by Routledge. This book was released on 2021-08-17 with total page 346 pages. Available in PDF, EPUB and Kindle. Book excerpt: Sustainable Urbanism in China explores the notion of "Sustainable Urbanism" by considering the role sustainable neighborhood planning plays in the larger picture of sustainable urbanism and suggests innovations and best practices that are either developed or adopted by China. These are narrated as lessons learnt for other countries where we see similar trends of development patterns or emerging practices. Through various explorations of challenges, paradigms, and innovations of urban sustainability, this book highlights how planning, policy, and design are forming and reforming in the context of China. These are offered through a set of guidelines and pathways for urban sustainability at the scale of neighborhoods/communities or districts in a wider context of urban environments, as well as strategies for planners, developers, policy makers, and educators in the field of the built environment. Through a comprehensive overview of urban sustainability practices in China, this book investigates 12 case study projects. These comprehensive explorations should in turn help construct the future directions of China’s sustainable urban development and provide innovative pathways of sustainable urbanism in China and around the globe.

Multi-Chaos, Fractal and Multi-Fractional Artificial Intelligence of Different Complex Systems

Author : Yeliz Karaca
Publisher : Academic Press
ISBN 13 : 0323886167
Total Pages : 352 pages
Book Rating : 4.3/5 (238 download)

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Book Synopsis Multi-Chaos, Fractal and Multi-Fractional Artificial Intelligence of Different Complex Systems by : Yeliz Karaca

Download or read book Multi-Chaos, Fractal and Multi-Fractional Artificial Intelligence of Different Complex Systems written by Yeliz Karaca and published by Academic Press. This book was released on 2022-06-22 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: Multi-Chaos, Fractal and Multi-Fractional Artificial Intelligence of Different Complex Systems addresses different uncertain processes inherent in the complex systems, attempting to provide global and robust optimized solutions distinctively through multifarious methods, technical analyses, modeling, optimization processes, numerical simulations, case studies as well as applications including theoretical aspects of complexity. Foregrounding Multi-chaos, Fractal and Multi-fractional in the era of Artificial Intelligence (AI), the edited book deals with multi- chaos, fractal, multifractional, fractional calculus, fractional operators, quantum, wavelet, entropy-based applications, artificial intelligence, mathematics-informed and data driven processes aside from the means of modelling, and simulations for the solution of multifaceted problems characterized by nonlinearity, non-regularity and self-similarity, frequently encountered in different complex systems. The fundamental interacting components underlying complexity, complexity thinking, processes and theory along with computational processes and technologies, with machine learning as the core component of AI demonstrate the enabling of complex data to augment some critical human skills. Appealing to an interdisciplinary network of scientists and researchers to disseminate the theory and application in medicine, neurology, mathematics, physics, biology, chemistry, information theory, engineering, computer science, social sciences and other far-reaching domains, the overarching aim is to empower out-of-the-box thinking through multifarious methods, directed towards paradoxical situations, uncertain processes, chaotic, transient and nonlinear dynamics of complex systems. Constructs and presents a multifarious approach for critical decision-making processes embodying paradoxes and uncertainty. Includes a combination of theory and applications with regard to multi-chaos, fractal and multi-fractional as well as AI of different complex systems and many-body systems. Provides readers with a bridge between application of advanced computational mathematical methods and AI based on comprehensive analyses and broad theories.

Advances in Spatial Planning

Author : Jaroslav Burian
Publisher : BoD – Books on Demand
ISBN 13 : 9535103776
Total Pages : 382 pages
Book Rating : 4.5/5 (351 download)

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Book Synopsis Advances in Spatial Planning by : Jaroslav Burian

Download or read book Advances in Spatial Planning written by Jaroslav Burian and published by BoD – Books on Demand. This book was released on 2012-03-21 with total page 382 pages. Available in PDF, EPUB and Kindle. Book excerpt: Spatial planning is a significant part of geosciences that is developing very rapidly. Many new methods and modeling techniques like GIS (Geographical Information Systems), GPS (Global Positioning Systems) or remote sensing techniques have been developed and applied in various aspects of spatial planning. The chapters collected in this book present an excellent profile of the current state of theories, data, analysis methods and modeling techniques used in several case studies. The book is divided into three main parts (Theoretical aspects of spatial planning, Quantitative and computer spatial planning methods and Practical applications of spatial planning) that cover the latest advances in urban, city and spatial planning. The book also shows different aspects of spatial planning and different approaches to case studies in several countries.

Social-Environmental Planning

Author : Chris Maser
Publisher : CRC Press
ISBN 13 : 9780367577261
Total Pages : 328 pages
Book Rating : 4.5/5 (772 download)

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Book Synopsis Social-Environmental Planning by : Chris Maser

Download or read book Social-Environmental Planning written by Chris Maser and published by CRC Press. This book was released on 2020-06-30 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt: Based on the author's 40 years of experience, this book discusses the sustainability of the planet and its population when dealing with climate change. It focuses on community-based solutions and emphasizes how the heavy lifting of sustainability will always be done inside existing cities and communities. The author suggests that before changes

Geocomputation

Author : Robert J. Abrahart
Publisher : CRC Press
ISBN 13 : 0203305809
Total Pages : 443 pages
Book Rating : 4.2/5 (33 download)

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Book Synopsis Geocomputation by : Robert J. Abrahart

Download or read book Geocomputation written by Robert J. Abrahart and published by CRC Press. This book was released on 2003-09-02 with total page 443 pages. Available in PDF, EPUB and Kindle. Book excerpt: Geocomputation is essentially the follow-on revolution from Geographic Information Science and is expected to gather speed and momentum in the first decade of the 21st century. It comes into use once a GIS database has been set up, with a digital data library, and expanded and linked to a global geographical two or three dimensional co-ordinate system. It exploits developments in IT and new data gathering and earth observing technologies, and takes the notion of GIS beyond data and towards its analysis, modelling, and use in problem solving. This book provides pointers on how to harness these technologies in tandem and in the context of multiple different subjects and problem areas. It seeks to establish the principles and set the foundations for subsequent growth. L

Computational Science and Its Applications – ICCSA 2023 Workshops

Author : Osvaldo Gervasi
Publisher : Springer Nature
ISBN 13 : 3031371232
Total Pages : 698 pages
Book Rating : 4.0/5 (313 download)

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Book Synopsis Computational Science and Its Applications – ICCSA 2023 Workshops by : Osvaldo Gervasi

Download or read book Computational Science and Its Applications – ICCSA 2023 Workshops written by Osvaldo Gervasi and published by Springer Nature. This book was released on 2023-06-28 with total page 698 pages. Available in PDF, EPUB and Kindle. Book excerpt: This nine-volume set LNCS 14104 – 14112 constitutes the refereed workshop proceedings of the 23rd International Conference on Computational Science and Its Applications, ICCSA 2023, held at Athens, Greece, during July 3–6, 2023. The 350 full papers and 29 short papers and 2 PHD showcase papers included in this volume were carefully reviewed and selected from a total of 876 submissions. These nine-volumes includes the proceedings of the following workshops: Advances in Artificial Intelligence Learning Technologies: Blended Learning, STEM, Computational Thinking and Coding (AAILT 2023); Advanced Processes of Mathematics and Computing Models in Complex Computational Systems (ACMC 2023); Artificial Intelligence supported Medical data examination (AIM 2023); Advanced and Innovative web Apps (AIWA 2023); Assessing Urban Sustainability (ASUS 2023); Advanced Data Science Techniques with applications in Industry and Environmental Sustainability (ATELIERS 2023); Advances in Web Based Learning (AWBL 2023); Blockchain and Distributed Ledgers: Technologies and Applications (BDLTA 2023); Bio and Neuro inspired Computing and Applications (BIONCA 2023); Choices and Actions for Human Scale Cities: Decision Support Systems (CAHSC-DSS 2023); and Computational and Applied Mathematics (CAM 2023).

Computational Science and Its Applications -- ICCSA 2013

Author : Beniamino Murgante
Publisher : Springer
ISBN 13 : 3642396461
Total Pages : 678 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Computational Science and Its Applications -- ICCSA 2013 by : Beniamino Murgante

Download or read book Computational Science and Its Applications -- ICCSA 2013 written by Beniamino Murgante and published by Springer. This book was released on 2013-06-22 with total page 678 pages. Available in PDF, EPUB and Kindle. Book excerpt: The five-volume set LNCS 7971-7975 constitutes the refereed proceedings of the 13th International Conference on Computational Science and Its Applications, ICCSA 2013, held in Ho Chi Minh City, Vietnam in June 2013. The 248 revised papers presented in five tracks and 33 special sessions and workshops were carefully reviewed and selected. The 46 papers included in the five general tracks are organized in the following topical sections: computational methods, algorithms and scientific applications; high-performance computing and networks; geometric modeling, graphics and visualization; advanced and emerging applications; and information systems and technologies. The 202 papers presented in special sessions and workshops cover a wide range of topics in computational sciences ranging from computational science technologies to specific areas of computational sciences such as computer graphics and virtual reality.

Soil Health and Environmental Sustainability

Author : Pravat Kumar Shit
Publisher : Springer Nature
ISBN 13 : 3031092708
Total Pages : 732 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Soil Health and Environmental Sustainability by : Pravat Kumar Shit

Download or read book Soil Health and Environmental Sustainability written by Pravat Kumar Shit and published by Springer Nature. This book was released on 2022-09-27 with total page 732 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book demonstrates the measurement, monitoring, mapping and modelling of soil pollution and land resources. This book explores state-of-the-art techniques based on open sources software & R statistical programming and modelling in modern geo-computation techniques specifically focusing on the recent trends in data mining/machine learning techniques and robust modelling in soil resources. Soil and agricultural systems are an integral part of the global environment and human well‐being, providing multiple goods and services essential for people worldwide and crucial for sustainable development. Soil contamination is an environmental hazard and has become a big issue related to environmental health. The challenge of the twenty-first century is to reduce the contaminant load and bring it to below permissible level. The contamination is not only a problem affecting local environments at the place of occurrence but also spreading to other regions because of easy transportation of pollutants. This leads to direct and indirect contamination of land and aquatic systems, surface water and groundwater, inducing significant risks for natural ecosystems. In this context, the spatial modelling, prediction, efficient use, risk assessment, protection and management of soil resources in the agriculture system are the key to achieving sustainable development goals and ensuring the promotion of an economically, socially and environmental sustainability future. The aim of this book on soil contaminants and environmental health: application of geospatial technology is to identify the soil and sediment quality, sources of contaminants and risk assessment and focuses on the decision-making and planning point of view through GIS data management techniques. This book covers major topics such as spatial modelling in soil and sediments pollution and remediation; radioactive wastes, microbiology of soil and sediments, soil salinity and sodicity, pollution from landfill sites, soil erosion and contamination from agricultural activities, heavy metal pollution and health risk; environmental impact and risk assessment, sustainable land use, landscape management and governance, soil degradation and risk assessment, agricultural soil pollution, pollution due to urban activities, soil pollution by industrial effluents and solid wastes, pollution control and mitigation in extreme environments. The content of this book is of interest to researchers, professionals and policy-makers whose work is in soil science and agriculture practices. The book equips with the knowledge and skills to tackle a wide range of issues manifested in geographic data, including those with scientific, societal and environmental implications.

Mapping and Spatial Analysis of Socio-economic and Environmental Indicators for Sustainable Development

Author : Noamen Rebai
Publisher : Springer
ISBN 13 : 3030211665
Total Pages : 167 pages
Book Rating : 4.0/5 (32 download)

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Book Synopsis Mapping and Spatial Analysis of Socio-economic and Environmental Indicators for Sustainable Development by : Noamen Rebai

Download or read book Mapping and Spatial Analysis of Socio-economic and Environmental Indicators for Sustainable Development written by Noamen Rebai and published by Springer. This book was released on 2019-08-01 with total page 167 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents most recent research studies on mapping and spatial analysis of socio-economic and environmental indicators used by various national and international contributors to regional development projects. It gathers the best contributions to the 1st International Conference on Mapping and Spatial Analysis of Socio-Economic and Environmental Indicators for the Local and Regional Sustainable Development. The conference was held in southern Tunisia, Tataouine in March 2015.The research studies focused on generating and analyzing indicators in various domains of Agriculture, Energy, Industry, Tourism, Transport, Urban Planning, Exploitation of Natural Resources, Infrastructure, Health, Environment, Education, Information and Communication Technologies, Social Affairs and Employability, and Culture and Sport. Socio-economic and environmental indicators are important in regional development plans and strategies as they allow to observe and analyze changes in the economic growth and to measure their impact on the environment and on social networks/daily life of citizens. On the basis of well-defined geomatic approaches, and particularly, through sophisticated digital mapping and spatio-temporal analyses, authors focused on retrieving indicators to evaluate the exploitation rate of natural resources, intensity of the energy consumption in various economic sector, net migratory flows, quality checking of the air in urban areas, adaptation to climate change, and vulnerability of the coastal domain and risk of marine submersion due to sea-level rise. The book is of interest not only to investors and contributors to regional development projects, but also to all relevant policy makers.

Computational Science and Its Applications – ICCSA 2020

Author : Osvaldo Gervasi
Publisher : Springer Nature
ISBN 13 : 3030588114
Total Pages : 1085 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Computational Science and Its Applications – ICCSA 2020 by : Osvaldo Gervasi

Download or read book Computational Science and Its Applications – ICCSA 2020 written by Osvaldo Gervasi and published by Springer Nature. This book was released on 2020-09-28 with total page 1085 pages. Available in PDF, EPUB and Kindle. Book excerpt: The seven volumes LNCS 12249-12255 constitute the refereed proceedings of the 20th International Conference on Computational Science and Its Applications, ICCSA 2020, held in Cagliari, Italy, in July 2020. Due to COVID-19 pandemic the conference was organized in an online event. Computational Science is the main pillar of most of the present research, industrial and commercial applications, and plays a unique role in exploiting ICT innovative technologies. The 466 full papers and 32 short papers presented were carefully reviewed and selected from 1450 submissions. Apart from the general track, ICCSA 2020 also include 52 workshops, in various areas of computational sciences, ranging from computational science technologies, to specific areas of computational sciences, such as software engineering, security, machine learning and artificial intelligence, blockchain technologies, and of applications in many fields.

Geospatial Technology for Landscape and Environmental Management

Author : Praveen Kumar Rai
Publisher : Springer Nature
ISBN 13 : 981167373X
Total Pages : 436 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis Geospatial Technology for Landscape and Environmental Management by : Praveen Kumar Rai

Download or read book Geospatial Technology for Landscape and Environmental Management written by Praveen Kumar Rai and published by Springer Nature. This book was released on 2022-01-11 with total page 436 pages. Available in PDF, EPUB and Kindle. Book excerpt: Geospatial technology is a combination of state-of-the-art remote sensing and technology for geographic information systems (GIS) and global navigation satellite systems (GNSS) for the mapping and monitoring of landscapes and environment. The main thrust of using geospatial technology is to understand the causes, mechanisms, and consequences of spatial heterogeneity, while its ultimate objective is to provide a scientific basis for developing and maintaining ecologically, economically, and socially sustainable landscapes. This book presents new research on the interdisciplinary applications of geospatial technology for identification, assessment, monitoring, and modelling issues related to landscape, natural resources, and environmental management. The book specifically focuses on the creation, collection, storage, processing, modelling, interpretation, display, and dissemination of spatio-temporal data, which help to resolve environmental management issues including ecosystem change, resource utilization, land use management, and environmental pollution. The positive environmental impacts of information technology advancements with regard to global environmental and climate change are also discussed. The book addresses the interests of a wide spectrum of readers who have a common interest in geospatial science, geology, water resource management, database management, planning and policy making, and resource management.

Computational Science and Its Applications – ICCSA 2019

Author : Sanjay Misra
Publisher : Springer
ISBN 13 : 3030243028
Total Pages : 728 pages
Book Rating : 4.0/5 (32 download)

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Book Synopsis Computational Science and Its Applications – ICCSA 2019 by : Sanjay Misra

Download or read book Computational Science and Its Applications – ICCSA 2019 written by Sanjay Misra and published by Springer. This book was released on 2019-06-28 with total page 728 pages. Available in PDF, EPUB and Kindle. Book excerpt: The six volumes LNCS 11619-11624 constitute the refereed proceedings of the 19th International Conference on Computational Science and Its Applications, ICCSA 2019, held in Saint Petersburg, Russia, in July 2019. The 64 full papers, 10 short papers and 259 workshop papers presented were carefully reviewed and selected form numerous submissions. The 64 full papers are organized in the following five general tracks: computational methods, algorithms and scientific applications; high performance computing and networks; geometric modeling, graphics and visualization; advanced and emerging applications; and information systems and technologies. The 259 workshop papers were presented at 33 workshops in various areas of computational sciences, ranging from computational science technologies to specific areas of computational sciences, such as software engineering, security, artificial intelligence and blockchain technologies.

Computational Science and Its Applications -- ICCSA 2012

Author : Beniamino Murgante
Publisher : Springer
ISBN 13 : 3642310753
Total Pages : 779 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Computational Science and Its Applications -- ICCSA 2012 by : Beniamino Murgante

Download or read book Computational Science and Its Applications -- ICCSA 2012 written by Beniamino Murgante and published by Springer. This book was released on 2012-06-16 with total page 779 pages. Available in PDF, EPUB and Kindle. Book excerpt: The four-volume set LNCS 7333-7336 constitutes the refereed proceedings of the 12th International Conference on Computational Science and Its Applications, ICCSA 2012, held in Salvador de Bahia, Brazil, in June 2012. The four volumes contain papers presented in the following workshops: 7333 - advances in high performance algorithms and applications (AHPAA); bioinspired computing and applications (BIOCA); computational geometry and applicatons (CGA); chemistry and materials sciences and technologies (CMST); cities, technologies and planning (CTP); 7334 - econometrics and multidimensional evaluation in the urban environment (EMEUE); geographical analysis, urban modeling, spatial statistics (Geo-An-Mod); 7335 - optimization techniques and applications (OTA); mobile communications (MC); mobile-computing, sensind and actuation for cyber physical systems (MSA4CPS); remote sensing (RS); 7336 - software engineering processes and applications (SEPA); software quality (SQ); security and privacy in computational sciences (SPCS); soft computing and data engineering (SCDE). The topics of the fully refereed papers are structured according to the four major conference themes: 7333 - computational methods, algorithms and scientific application; 7334 - geometric modelling, graphics and visualization; 7335 - information systems and technologies; 7336 - high performance computing and networks.