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Books > Computing & IT > Computer software packages > Computer graphics software

Management of Information, Process and Cooperation - Third International Workshop, MiPAC 2016, Hangzhou, China, September 23,... Management of Information, Process and Cooperation - Third International Workshop, MiPAC 2016, Hangzhou, China, September 23, 2016, Revised Selected Papers (Paperback, 1st ed. 2017)
Jian Cao, Jianxun Liu
R1,677 Discovery Miles 16 770 Ships in 18 - 22 working days

This book constitutes the refereed proceedings of the Third International Workshop on Management of Information, Process and Cooperation, MiPAC 2016, held in Hangzhou, China, in September 2016. The 8 revised full papers were carefully reviewed and selected from 14 submissions. The papers are organized in topical sections on process modeling, process enactment, and data driven service computing.

Theory, Methodology, Tools and Applications for Modeling and Simulation of Complex Systems - 16th Asia Simulation Conference... Theory, Methodology, Tools and Applications for Modeling and Simulation of Complex Systems - 16th Asia Simulation Conference and SCS Autumn Simulation Multi-Conference, AsiaSim/SCS AutumnSim 2016, Beijing, China, October 8-11, 2016, Proceedings, Part I (Paperback, 1st ed. 2016)
Lin Zhang, Xiao Song, Yunjie Wu
R2,775 Discovery Miles 27 750 Ships in 18 - 22 working days

This four-volume set (CCIS 643, 644, 645, 646) constitutes the refereed proceedings of the 16th Asia Simulation Conference and the First Autumn Simulation Multi-Conference, AsiaSim / SCS AutumnSim 2016, held in Beijing, China, in October 2016. The 265 revised full papers presented were carefully reviewed and selected from 651 submissions. The papers in this first volume of the set are organized in topical sections on modeling and simulation theory and methodology; model engineering for system of systems; high performance computing and simulation; modeling and simulation for smart city.

Multi-finger Haptic Interaction (Paperback, 2013 ed.): Ignacio Galiana, Manuel Ferre Multi-finger Haptic Interaction (Paperback, 2013 ed.)
Ignacio Galiana, Manuel Ferre
R3,028 Discovery Miles 30 280 Ships in 18 - 22 working days

Multi-finger Haptic Interaction presents a panorama of technologies and methods for multi-finger haptic interaction, together with an analysis of the benefits and implications of adding multiple-fingers to haptic applications. Research topics covered include: design and control of advanced haptic devices; multi-contact point simulation algorithms; interaction techniques and implications in human perception when interacting with multiple fingers. These multi-disciplinary results are integrated into applications such as medical simulators for training manual skills, simulators for virtual prototyping and precise manipulations in remote environments. Multi-finger Haptic Interaction presents the current and potential applications that can be developed with these systems, and details the systems' complexity. The research is focused on enhancing haptic interaction by providing multiple contact points to the user. This state-of-the-art volume is oriented towards researchers who are involved in haptic device design, rendering methods and perception studies, as well as readers from different disciplines who are interested in applying multi-finger haptic technologies and methods to their field of interest.

Simulation and Modeling Methodologies, Technologies and Applications - International Conference, SIMULTECH 2014 Vienna,... Simulation and Modeling Methodologies, Technologies and Applications - International Conference, SIMULTECH 2014 Vienna, Austria, August 28-30, 2014 Revised Selected Papers (Paperback, 1st ed. 2015)
Mohammad S. Obaidat, Tuncer OEren, Janusz Kacprzyk, Joaquim Filipe
R4,937 Discovery Miles 49 370 Ships in 18 - 22 working days

The present book includes a set of selected extended papers from the 4th International Conference on Simulation and Modeling Methodologies, Technologies and Applications (SIMULTECH 2014), held in Vienna, Austria, from 28 to 30 August 2014. The conference brought together researchers, engineers and practitioners interested in methodologies and applications of modeling and simulation. New and innovative solutions are reported in this book. SIMULTECH 2014 received 167 submissions, from 45 countries, in all continents. After a double blind paper review performed by the Program Committee, 23% were accepted as full papers and thus selected for oral presentation. Additional papers were accepted as short papers and posters. A further selection was made after the Conference, based also on the assessment of presentation quality and audience interest, so that this book includes the extended and revised versions of the very best papers of SIMULTECH 2014. Commitment to high quality standards is a major concern of SIMULTECH that will be maintained in the next editions, considering not only the stringent paper acceptance ratios but also the quality of the program committee, keynote lectures, participation level and logistics.

Formal Techniques for Safety-Critical Systems - 4th International Workshop, FTSCS 2015, Paris, France, November 6-7, 2015.... Formal Techniques for Safety-Critical Systems - 4th International Workshop, FTSCS 2015, Paris, France, November 6-7, 2015. Revised Selected Papers (Paperback, 1st ed. 2016)
Cyrille Artho, Peter Csaba OElveczky
R2,111 Discovery Miles 21 110 Ships in 18 - 22 working days

This book constitutes the refereed proceedings of the 4th International Workshop on Formal Techniques for Safety-Critical Systems, FTSCS 2015, held in Paris, France, in November 2015. The 15 revised full papers presented together with one invited talk and two tool papers were carefully reviewed and selected from 41 submissions. The papers are organized in topical sections on timed systems; railway systems; fault tolerance; automotive systems; software and systems analysis; tools.

Simulation and Learning - A Model-Centered Approach (Paperback, 2013 ed.): Franco Landriscina Simulation and Learning - A Model-Centered Approach (Paperback, 2013 ed.)
Franco Landriscina
R2,642 Discovery Miles 26 420 Ships in 18 - 22 working days

The main idea of this book is that to comprehend the instructional potential of simulation and to design effective simulation-based learning environments, one has to consider both what happens inside the computer and inside the students' minds. The framework adopted to do this is model-centered learning, in which simulation is seen as particularly effective when learning requires a restructuring of the individual mental models of the students, as in conceptual change. Mental models are by themeselves simulations, and thus simulation models can extend our biological capacity to carry out simulative reasoning. For this reason, recent approaches in cognitive science like embodied cognition and the extended mind hypothesis are also considered in the book. A conceptual model called the "epistemic simulation cycle" is proposed as a blueprint for the comprehension of the cognitive activies involved in simulation-based learning and for instructional design.

Computational Intelligence and Intelligent Systems - 7th International Symposium, ISICA 2015, Guangzhou, China, November 21-22,... Computational Intelligence and Intelligent Systems - 7th International Symposium, ISICA 2015, Guangzhou, China, November 21-22, 2015, Revised Selected Papers (Paperback, 1st ed. 2016)
Kangshun Li, Jin Li, Yong Liu, Aniello Castiglione
R1,532 Discovery Miles 15 320 Ships in 18 - 22 working days

This book constitutes the refereed proceedings of the 7th International Symposium on Intelligence Computation and Applications, ISICA 2015, held in Guangzhou, China, in November 2015. The 77 revised full papers presented were carefully reviewed and selected from 189 submissions. The papers feature the most up-to-date research in analysis and theory of evolutionary computation, neural network architectures and learning; neuro-dynamics and neuro-engineering; fuzzy logic and control; collective intelligence and hybrid systems; deep learning; knowledge discovery; learning and reasoning.

Process-Aware Systems - Second International Workshop, PAS 2015, Hangzhou, China, October 30, 2015. Revised Selected Papers... Process-Aware Systems - Second International Workshop, PAS 2015, Hangzhou, China, October 30, 2015. Revised Selected Papers (Paperback, 1st ed. 2016)
Jian Cao, Xiao Liu, Kaijun Ren
R1,741 Discovery Miles 17 410 Ships in 18 - 22 working days

This book constitutes the refereed proceedings of the Second International Workshop on Process-Aware Systems, PAS 2015, held in Hangzhou, China, in October 2015. The four revised full papers and two short papers, presented together with five demo papers were carefully reviewed and selected from 16 submissions. The papers are organized in topical sections on process modeling and comparison; process data analysis; Cloud workflow applications.

AsiaSim 2014 - 14th International Conference on Systems Simulation, Kitakyushu, Japan, October 26-30, 2014. Proceedings... AsiaSim 2014 - 14th International Conference on Systems Simulation, Kitakyushu, Japan, October 26-30, 2014. Proceedings (Paperback, 2014 ed.)
Satoshi Tanaka, Kyoko Hasegawa, Rui Xu, Naohisa Sakamoto, Stephen John Turner
R2,417 Discovery Miles 24 170 Ships in 18 - 22 working days

This book constitutes the refereed proceedings of the 14th International Conference on Systems Simulation, Asia Simulation 2014, held in Kitakyushu, Japan, in October 2014. The 32 revised full papers presented were carefully reviewed and selected from 69 submissions. The papers are organized in topical sections on modeling and simulation technology; network simulation; high performance computing and cloud simulation; numerical simulation and visualization; simulation of instrumentation and control application; simulation technology in diversified higher education; general purpose simulation.

Dynamic Modeling of Diseases and Pests (Paperback, 2009 ed.): Bruce Hannon, Matthias Ruth Dynamic Modeling of Diseases and Pests (Paperback, 2009 ed.)
Bruce Hannon, Matthias Ruth
R1,409 Discovery Miles 14 090 Ships in 18 - 22 working days

The ease of use of the programs in the application to ever more complex cases of disease and pestilence. The lack of need on the part of the student or modelers of mathematics beyond algebra and the lack of need of any prior computer programming experience. The surprising insights that can be gained from initially simple systems models.

Proceedings of the 18th International Meshing Roundtable (Paperback, 2009 ed.): Brett W. Clark Proceedings of the 18th International Meshing Roundtable (Paperback, 2009 ed.)
Brett W. Clark
R5,245 Discovery Miles 52 450 Ships in 18 - 22 working days

This volume contains the articles presented at the 18th International Meshing Roundtable (IMR) organized, in part, by Sandia National Laboratories and held October 25-28, 2009 in Salt Lake City, Utah, USA. The volume presents recent results of mesh generation and adaptation which has applications to finite element simulation. It introduces theoretical and novel ideas with practical potential.

Simulation of Urban Mobility - First International Conference, SUMO 2013, Berlin, Germany, May 15-17, 2013. Revised Selected... Simulation of Urban Mobility - First International Conference, SUMO 2013, Berlin, Germany, May 15-17, 2013. Revised Selected Papers (Paperback, 2014 ed.)
Michael Behrisch, Daniel Krajzewicz, Melanie Weber
R1,620 Discovery Miles 16 200 Ships in 18 - 22 working days

This book constitutes the thoroughly refereed proceedings of the First International Conference on Simulation of Urban Mobility, SUMO 2013, held in Berlin, Germany, in May 2013. The 12 revised full papers presented tin this book were carefully selected and reviewed from 22 submissions. The papers are organized in two topical sections: models and technical innovations and applications and surveys.

Integrated Graphic and Computer Modelling (Paperback, 2008 ed.): Adrian Thomas Integrated Graphic and Computer Modelling (Paperback, 2008 ed.)
Adrian Thomas
R1,519 Discovery Miles 15 190 Ships in 18 - 22 working days

Computer languages and computer graphics have become the primary modes of human-computer interaction. This book provides a basic introduction to "Real and Virtual Environment" computer modelling. Graphics models are used to illustrate both the way computer languages are processed and also used to create computer models of graphic displays. Computer languages have been bootstrapped from machine code, to high-level languages such as Java, to animation scripting languages. Integrating graphic and computer models takes this support for programming, design and simulation work, one step further, allowing interactive computer graphic displays to be used to construct computer models of both real and virtual environment systems. The Java language is used to implement basic algorithms for language translation, and to generate graphic displays. It is also used to simulate the behaviour of a computer system, to explore the way programming and design-simulation environments can be put together.

Simulation and Modeling Methodologies, Technologies and Applications - International Conference, SIMULTECH 2013 Reykjavik,... Simulation and Modeling Methodologies, Technologies and Applications - International Conference, SIMULTECH 2013 Reykjavik, Iceland, July 29-31, 2013 Revised Selected Papers (Paperback, 2015 ed.)
Mohammad S. Obaidat, Slawomir Koziel, Janusz Kacprzyk, Leifur Leifsson, Tuncer OEren
R3,366 Discovery Miles 33 660 Ships in 18 - 22 working days

This book includes extended and revised versions of a set of selected papers from the 3rd International Conference on Simulation and Modeling Methodologies, Technologies and Applications (SIMULTECH 2013) which was co-organized by the Reykjavik University (RU) and sponsored by the Institute for Systems and Technologies of Information, Control and Communication (INSTICC). SIMULTECH 2013 was held in cooperation with the ACM SIGSIM - Special Interest Group (SIG) on SImulation and Modeling (SIM), Movimento Italiano Modellazione e Simulazione (MIMOS) and AIS Special Interest Group on Modeling and Simulation (AIS SIGMAS) and technically co-sponsored by the Society for Modeling & Simulation International (SCS), Liophant Simulation, Simulation Team and International Federation for Information Processing (IFIP). This proceedings brings together researchers, engineers, applied mathematicians and practitioners working in the advances and applications in the field of system simulation.

Multidimensional Data Visualization - Methods and Applications (Paperback, 2013 ed.): Gintautas Dzemyda, Olga Kurasova, Julius... Multidimensional Data Visualization - Methods and Applications (Paperback, 2013 ed.)
Gintautas Dzemyda, Olga Kurasova, Julius Zilinskas
R2,058 Discovery Miles 20 580 Ships in 18 - 22 working days

This book highlights recent developments in multidimensional data visualization, presenting both new methods and modifications on classic techniques. Throughout the book, various applications of multidimensional data visualization are presented including its uses in social sciences (economy, education, politics, psychology), environmetrics, and medicine (ophthalmology, sport medicine, pharmacology, sleep medicine). The book provides recent research results in optimization-based visualization. Evolutionary algorithms and a two-level optimization method, based on combinatorial optimization and quadratic programming, are analyzed in detail. The performance of these algorithms and the development of parallel versions are discussed. The utilization of new visualization techniques to improve the capabilies of artificial neural networks (self-organizing maps, feed-forward networks) is also discussed. The book includes over 100 detailed images presenting examples of the many different visualization techniques that the book presents. This book is intended for scientists and researchers in any field of study where complex and multidimensional data must be represented visually.

Distributed Computer and Communication Networks - 18th International Conference, DCCN 2015, Moscow, Russia, October 19-22,... Distributed Computer and Communication Networks - 18th International Conference, DCCN 2015, Moscow, Russia, October 19-22, 2015, Revised Selected Papers (Paperback, 1st ed. 2016)
Vladimir Vishnevsky, Dmitry Kozyrev
R2,396 Discovery Miles 23 960 Ships in 18 - 22 working days

This book constitutes the refereed proceedings of the 18th International Conference on Distributed and Computer and Communication Networks, DCCN 2015, held in Moscow, Russia, in October 2015. The 38 revised full papers presented were carefully reviewed and selected from 94 submissions. The papers cover the following topics: computer and communication networks architecture optimization; control in computer and communication networks; performance and QoS evaluation in wireless networks; modeling and simulation of network protocols; queuing and reliability theory; wireless IEEE 802.11, IEEE 802.15, IEEE 802.16, and UMTS (LTE) networks; FRID technology and its application in intellectual transportation networks; protocols design (MAC, Routing) for centimeter and millimeter wave mesh networks; internet and web applications and services; application integration in distributed information systems; big data in communication networks.

Model-Driven Engineering and Software Development - Second International Conference, MODELSWARD 2014, Lisbon, Portugal, January... Model-Driven Engineering and Software Development - Second International Conference, MODELSWARD 2014, Lisbon, Portugal, January 7-9, 2014, Revised Selected Papers (Paperback, 1st ed. 2015)
Slimane Hammoudi, Luis Ferreira Pires, Joaquim Filipe, Rui Cesar das Neves
R1,920 Discovery Miles 19 200 Ships in 18 - 22 working days

This book constitutes thoroughly revised and selected papers from the Second International Conference on Model-Driven Engineering and Software Development, MODELSWARD 2014, held in Lisbon, Portugal, in January 2014. The 10 thoroughly revised and extended papers presented in this volume were carefully reviewed and selected from 88 submissions. They are organized in topical sections named: invited papers; modeling languages, tools and architectures; and methodologies, processes and platforms.

Computational Intelligence, Networked Systems and Their Applications - International Conference on Life System Modeling and... Computational Intelligence, Networked Systems and Their Applications - International Conference on Life System Modeling and Simulation, LSMS 2014 and International Conference on Intelligent Computing for Sustainable Energy and Environment, ICSEE 2014, Shanghai, China, September 2014, Proceedings, Part (Paperback, 2014 ed.)
Minrui Fei, Chen Peng, Zhou Su, Yang Song, Qinglong Han
R2,957 Discovery Miles 29 570 Ships in 18 - 22 working days

This book constitutes the second part of the refereed proceedings of the International Conference on Life System Modeling and Simulation, LSMS 2014, and of the International Conference on Intelligent Computing for Sustainable Energy and Environment, ICSEE 2014, held in Shanghai, China, in September 2014. The 159 revised full papers presented in the three volumes of CCIS 461-463 were carefully reviewed and selected from 572 submissions. The papers of this volume are organized in topical sections on advanced neural network theory and algorithms; advanced evolutionary computing theory and algorithms, such as particle swarm optimization, differential evolution, ant colonies, artificial life, artificial immune systems and genetic algorithm; fuzzy, neural, and fuzzy-neuro hybrids; intelligent modeling, monitoring, and control of complex nonlinear systems; intelligent modeling and simulation of climate change; communication and control for distributed networked systems.

Mechatronic Systems - Analysis, Design and Implementation (Paperback, 2012 ed.): El-K ebir Boukas, Fouad M. Al-Sunni Mechatronic Systems - Analysis, Design and Implementation (Paperback, 2012 ed.)
El-K ebir Boukas, Fouad M. Al-Sunni
R5,205 Discovery Miles 52 050 Ships in 18 - 22 working days

This book deals with the analysis, the design and the implementation of the mechatronic systems. Classical and modern tools are developed for the analysis and the design for such systems. Robust control, H-Infinity and guaranteed cost control theory are also used for analysis and design of mechatronic systems. Different controller such as state feedback, static output feedback and dynamic output feedback controllers are used to stabilize mechatronic systems. Heuristic algorithms are provided to solve the design of the classical controller such as PID, phase lead, phase lag and phase lead-lag controllers while linear matrix inequalities (LMI) algorithms are provided for finding solutions to the state feedback, static output feedback and dynamic output feedback controllers. The theory presented in the different chapters of the volume is applied to numerical examples to show the usefulness of the theoretical results. Some case studies are also provided to show how the developed concepts apply for real system. Emphasis is also put on the implementation in real-time for some real systems that we have developed in our mechatronic laboratory and all the detail is provided to give an idea to the reader how to implement its own mechatronic system. Mechatronics Systems: Analysis, Design and Implementation is an excellent textbook for undergraduate and graduate students in mechatronic system and control theory and as a reference for academic researchers in control or mathematics with interest in control theory. The reader should have completed first-year graduate courses in control theory, linear algebra, and linear systems. It will also be of great value to engineers practising in fields where the systems can be modeled by linear time invariant systems.

Semantic Modeling and Interoperability in Product and Process Engineering - A Technology for Engineering Informatics... Semantic Modeling and Interoperability in Product and Process Engineering - A Technology for Engineering Informatics (Paperback, 2013 ed.)
Yongsheng Ma
R5,246 Discovery Miles 52 460 Ships in 18 - 22 working days

In the past decade, feature-based design and manufacturing has gained some momentum in various engineering domains to represent and reuse semantic patterns with effective applicability. However, the actual scope of feature application is still very limited. Semantic Modeling and Interoperability in Product and Process Engineering provides a systematic solution for the challenging engineering informatics field aiming at the enhancement of sustainable knowledge representation, implementation and reuse in an open and yet practically manageable scale. This semantic modeling technology supports uniform, multi-facet and multi-level collaborative system engineering with heterogeneous computer-aided tools, such as CADCAM, CAE, and ERP. This presented unified feature model can be applied to product and process representation, development, implementation and management. Practical case studies and test samples are provided to illustrate applications which can be implemented by the readers in real-world scenarios. By expanding on well-known feature-based design and manufacturing approach, Semantic Modeling and Interoperability in Product and Process Engineering provides a valuable reference for researchers, practitioners and students from both academia and engineering field.

Process Design for Natural Scientists - An Agile Model-Driven Approach (Paperback): Anna-Lena Lamprecht, Tiziana Margaria Process Design for Natural Scientists - An Agile Model-Driven Approach (Paperback)
Anna-Lena Lamprecht, Tiziana Margaria
R2,058 Discovery Miles 20 580 Ships in 18 - 22 working days

This book presents an agile and model-driven approach to manage scientific workflows. The approach is based on the Extreme Model Driven Design (XMDD) paradigm and aims at simplifying and automating the complex data analysis processes carried out by scientists in their day-to-day work. Besides documenting the impact the workflow modeling might have on the work of natural scientists, this book serves three major purposes: 1. It acts as a primer for practitioners who are interested to learn how to think in terms of services and workflows when facing domain-specific scientific processes. 2. It provides interesting material for readers already familiar with this kind of tools, because it introduces systematically both the technologies used in each case study and the basic concepts behind them. 3. As the addressed thematic field becomes increasingly relevant for lectures in both computer science and experimental sciences, it also provides helpful material for teachers that plan similar courses.

Model-Driven Engineering Languages and Systems - 17th International Conference, MODELS 2014, Valencia, Spain, September 283-... Model-Driven Engineering Languages and Systems - 17th International Conference, MODELS 2014, Valencia, Spain, September 283- October 4, 2014. Proceedings (Paperback, 2014 ed.)
Juergen Dingel, Wolfram Schulte, Isidro Ramos, Silvia Abrahao, Emilio Insfran
R1,521 Discovery Miles 15 210 Ships in 18 - 22 working days

This book constitutes the refereed proceedings of the 17th International Conference on Model Driven Engineering Languages and Systems, MODELS 2014, held in Valencia, Spain, in September/October 2014. The 41 full papers presented in this volume were carefully reviewed and selected from a total of 126 submissions. The scope of the conference series is broad, encompassing modeling languages, methods, tools, and applications considered from theoretical and practical angles and in academic and industrial settings. The papers report on the use of modeling in a wide range of cloud, mobile, and web computing, model transformation behavioral modeling, MDE: past, present, future, formal semantics, specification, and verification, models at runtime, feature and variability modeling, composition and adaptation, practices and experience, modeling for analysis, pragmatics, model extraction, manipulation and persistence, querying, and reasoning.

Probabilistic Approaches for Geotechnical Site Characterization and Slope Stability Analysis (Hardcover, 1st ed. 2017): Zijun... Probabilistic Approaches for Geotechnical Site Characterization and Slope Stability Analysis (Hardcover, 1st ed. 2017)
Zijun Cao, Yu Wang, Dianqing Li
R2,671 Discovery Miles 26 710 Ships in 18 - 22 working days

This is the first book to revisit geotechnical site characterization from a probabilistic point of view and provide rational tools to probabilistically characterize geotechnical properties and underground stratigraphy using limited information obtained from a specific site. This book not only provides new probabilistic approaches for geotechnical site characterization and slope stability analysis, but also tackles the difficulties in practical implementation of these approaches. In addition, this book also develops efficient Monte Carlo simulation approaches for slope stability analysis and implements these approaches in a commonly available spreadsheet environment. These approaches and the software package are readily available to geotechnical practitioners and alleviate them from reliability computational algorithms. The readers will find useful information for a non-specialist to determine project-specific statistics of geotechnical properties and to perform probabilistic analysis of slope stability.

Towards Advanced Data Analysis by Combining Soft Computing and Statistics (Paperback, 2013 ed.): Christian Borgelt, Maria... Towards Advanced Data Analysis by Combining Soft Computing and Statistics (Paperback, 2013 ed.)
Christian Borgelt, Maria Angeles Gil, Joao M. C. Sousa, Michel Verleysen
R4,989 Discovery Miles 49 890 Ships in 18 - 22 working days

Soft computing, as an engineering science, and statistics, as a classical branch of mathematics, emphasize different aspects of data analysis. Soft computing focuses on obtaining working solutions quickly, accepting approximations and unconventional approaches. Its strength lies in its flexibility to create models that suit the needs arising in applications. In addition, it emphasizes the need for intuitive and interpretable models, which are tolerant to imprecision and uncertainty. Statistics is more rigorous and focuses on establishing objective conclusions based on experimental data by analyzing the possible situations and their (relative) likelihood. It emphasizes the need for mathematical methods and tools to assess solutions and guarantee performance. Combining the two fields enhances the robustness and generalizability of data analysis methods, while preserving the flexibility to solve real-world problems efficiently and intuitively.

Multiple Fuzzy Classification Systems (Paperback, 2012 ed.): Rafal Scherer Multiple Fuzzy Classification Systems (Paperback, 2012 ed.)
Rafal Scherer
R2,653 Discovery Miles 26 530 Ships in 18 - 22 working days

Fuzzy classifiers are important tools in exploratory data analysis, which is a vital set of methods used in various engineering, scientific and business applications. Fuzzy classifiers use fuzzy rules and do not require assumptions common to statistical classification. Rough set theory is useful when data sets are incomplete. It defines a formal approximation of crisp sets by providing the lower and the upper approximation of the original set. Systems based on rough sets have natural ability to work on such data and incomplete vectors do not have to be preprocessed before classification. To achieve better performance than existing machine learning systems, fuzzy classifiers and rough sets can be combined in ensembles. Such ensembles consist of a finite set of learning models, usually weak learners. The present book discusses the three aforementioned fields - fuzzy systems, rough sets and ensemble techniques. As the trained ensemble should represent a single hypothesis, a lot of attention is placed on the possibility to combine fuzzy rules from fuzzy systems being members of classification ensemble. Furthermore, an emphasis is placed on ensembles that can work on incomplete data, thanks to rough set theory. .

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