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Machine Learning Algorithms for Problem Solving in Computational Applications

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出版日:2015/06/25 作者:Aristomenis S. Lampropoulos; George A. Tsihrintzis  出版社:Springer Verlag  裝訂:精裝
This timely book presents Applications in Recommender Systems which are making recommendations using machine learning algorithms trained via examples of content the user likes or dislikes. Recommender
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出版日:2018/01/03 作者:eculai Andrei  出版社:Springer Verlag  裝訂:平裝
This book presents the theoretical details and computational performances of algorithms used for solving continuous nonlinear optimization applications imbedded in GAMS. Aimed toward scientists and gr
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出版日:2010/11/23 作者:Huajin Tang; Kay Chen Tan; Zhang Yi  出版社:Springer Verlag  裝訂:平裝
Neural Networks: Computational Models and Applications presents important theoretical and practical issues in neural networks, including the learning algorithms of feed-forward neural networks, variou
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出版日:2015/10/21 作者:Shan Suthaharan  出版社:Springer Verlag  裝訂:精裝
This book presents machine learning models and algorithms to address big data classification problems. Existing machine learning techniques like the decision tree (a hierarchical approach), random for
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出版日:2015/06/29 作者:Mathias Brandewinder  出版社:Springer Verlag  裝訂:平裝
Machine Learning Projects for .NET Developers shows you how to build smarter .NET applications that learn from data, using simple algorithms and techniques that can be applied to a wide range of real-
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Computational Geometry ― Algorithms and Applications
滿額折
出版日:2010/11/19 作者:Mark De Berg; Otfried Cheong; Marc Van Kreveld; Mark Overmars  出版社:Springer Verlag  裝訂:平裝
This introduction to computational geometry focuses on algorithms. Motivation is provided from the application areas as all techniques are related to particular applications in robotics, graphics, CAD
優惠價: 1 3479
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出版日:2016/12/16 作者:A. Kaveh  出版社:Springer Verlag  裝訂:精裝
The book presents recently developed efficient meta-heuristic optimization algorithms and their applications for solving various optimization problems in civil engineering. The concepts can also be us
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出版日:2013/08/26 作者:Bo Liu; Georges Gielen; Francisco V. Fern憳ez  出版社:Springer Verlag  裝訂:精裝
Computational intelligence techniques are becoming more and more important for automated problem solving nowadays. Due to the growing complexity of industrial applications and the increasingly tight t
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出版日:2015/11/04 作者:R. M. R. Lewis  出版社:Springer Verlag  裝訂:精裝
This book treats graph colouring as an algorithmic problem, with a strong emphasis on practical applications. The author describes and analyses some of the best-known algorithms for colouring arbitrar
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出版日:2003/11/01 作者:Ron Kimmel  出版社:Springer Verlag  裝訂:精裝
Numerical Geometry of Images examines computational methods and algorithms in image processing. It explores applications like shape from shading, color-image enhancement and segmentation, edge integr
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作者:Guang-bin Huang  出版社:Springer Verlag  裝訂:精裝
This book introduces the newly developed Extreme Learning Machine (ELM) including its theories and learning algorithms. ELM is a unified framework of broad type of generalized single-hidden layer feed
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Stochastic Process Variation in Deep-Submicron CMOs ─ Circuits and Algorithms
75 折
出版日:2013/11/28 作者:Amir Zjajo  出版社:Springer Verlag  裝訂:精裝
One of the most notable features of nanometer scale CMOS technology is the increasing magnitude of variability of the key device parameters affecting performance of integrated circuits. The growth of variability can be attributed to multiple factors, including the difficulty of manufacturing control, the emergence of new systematic variation-generating mechanisms, and most importantly, the increase in atomic-scale randomness, where device operation must be described as a stochastic process. In addition to wide-sense stationary stochastic device variability and temperature variation, existence of non-stationary stochastic electrical noise associated with fundamental processes in integrated-circuit devices represents an elementary limit on the performance of electronic circuits.In an attempt to address these issues, Stochastic Process Variation in Deep-Submicron CMOS: Circuits and Algorithms offers unique combination of mathematical treatment of random process variation, electrical noise
優惠:外文好書 優惠價: 75 4500
庫存:1
出版日:2016/09/16 作者:Jens Kober; Jan Peters  出版社:Springer Verlag  裝訂:平裝
This book presents the state of the art in reinforcement learning applied to robotics both in terms of novel algorithms and applications. It discusses recent approaches that allow robots to learn moto
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出版日:2016/08/15 作者:Massimo Poesio (EDT); Roland Stuckardt (EDT); Yannick Versley (EDT)  出版社:Springer Verlag  裝訂:精裝
This book lays out a path leading from the linguistic and cognitive basics, to classical rule-based and machine learning algorithms, to today’s state-of-the-art approaches, which use advanced empirica
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出版日:2015/06/30 作者:Issam El Naqa (EDT); Ruijiang Li (EDT); Martin J. Murphy (EDT)  出版社:Springer Verlag  裝訂:精裝
?This book provides a complete overview of the role of machine learning in radiation oncology and medical physics, covering basic theory, methods, and a variety of applications in medical physics and
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出版日:2015/04/13 作者:Rahul Khanna; Mariette Awad  出版社:Springer Verlag  裝訂:平裝
Efficient Learning Machines explores all the major topics of machine learning, including big data, knowledge discovery, classifications, genetic algorithms, neural networking, kernel methods, and gami
優惠價: 1 2000
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出版日:2014/09/01 作者:Paulo Flores (EDT); Fernando Viadero (EDT)  出版社:Springer Verlag  裝訂:精裝
This work presents the most recent research in the mechanism and machine science field and its applications. The topics covered include: theoretical kinematics, computational kinematics, mechanism des
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出版日:2013/12/09 作者:Jens Kober; Jan Peters  出版社:Springer Verlag  裝訂:精裝
This book presents the state of the art in reinforcement learning applied to robotics both in terms of novel algorithms and applications. It discusses recent approaches that allow robots to learn moto
若需訂購本書,請電洽客服 02-25006600[分機130、131]。
出版日:2012/11/30 作者:Bruno Apolloni (EDT); Ashish Ghosh (EDT); Ferda Alpaslan (EDT); Srikanta Patnaik (EDT)  出版社:Springer Verlag  裝訂:平裝
This book presents some of the most recent research results in the area of machine learning and robot perception. The chapters represent new ways of solving real-world problems. The book covers topics
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出版日:2012/01/04 作者:Susan Bridges (EDT); Colman Mcgrath (EDT); Tara L. Whitehill (EDT)  出版社:Springer Verlag  裝訂:精裝
Developed in the context of health sciences education in the late 1960s, problem-based learning (PBL) is now widely deployed as an education methodology. Its problem-solving, collaborative, student-ce
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出版日:2009/05/26 作者:Alexander Soifer  出版社:Springer Verlag  裝訂:平裝
Various elementary techniques for solving problems in algebra, geometry, and combinatorics are explored in this second edition of Mathematics as Problem Solving. Each new chapter builds on the previou
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出版日:2004/05/27 作者:Larry Bull (EDT)  出版社:Springer Verlag  裝訂:精裝
This carefully edited book brings together a fascinating selection of applications of Learning Classifier Systems (LCS). The book demonstrates the utility of this machine learning technique in recent
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出版日:2004/03/01 作者:Tim Kovacs  出版社:Springer Verlag  裝訂:精裝
A detailed examination of learning classifier systems (LCS), a form of machine learning system, which incorporates both Evolutionary Algorithms and Reinforcement Learning Algorithms.
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Two-dimensional Transition-metal Dichalcogenides
75 折
出版日:2016/08/04 作者:Alexander V. Kolobov; Junji Tominaga  出版社:Springer Verlag  裝訂:精裝
This book summarizes the current status of theoretical and experimental progress in 2 dimensional graphene-like monolayers and few-layers of transition metal dichalcogenides (TMDCs). Semiconducting monolayer TMDCs, due to the presence of a direct gap, significantly extend the potential of low-dimensional nanomaterials for applications in nanoelectronics and nano-optoelectronics as well as flexible nano-electronics with unprecedented possibilities to control the gap by external stimuli. Strong quantum confinement results in extremely high exciton binding energies which forms an interesting platform for both fundamental studies and device applications. Breaking of spatial inversion symmetry in monolayers results in strong spin-valley coupling potentially leading to their use in valleytronics.Starting with the basic chemistry of transition metals, the reader is introduced to the rich field of transition metal dichalcogenides. After a chapter on three dimensional crystals and a descri
優惠:外文好書 優惠價: 75 11137
庫存:1
出版日:2017/11/12 作者:Ranjan Ganguli; Vijay Panchore  出版社:Springer Verlag  裝訂:精裝
The book addresses computational methods for solving the problem of vibration, response, loads and stability of a helicopter rotor blade modeled as a rotating beam with flap or out-of-plane bending. T
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出版日:2016/10/03 作者:Ziyan Wu  出版社:Springer Verlag  裝訂:精裝
This book covers aspects of human re-identification problems related to computer vision and machine learning. Working from a practical perspective, it introduces novel algorithms and designs for human
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出版日:2016/03/02 作者:Susana Carreira; Keith Jones; N撟甬a Amado; H撟甬a Jacinto; Sandra Nobre  出版社:Springer Verlag  裝訂:精裝
This book contributes to both mathematical problem solving and the communication of mathematics by students, and the role of personal and home technologies in learning beyond school. It does this by r
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出版日:2014/11/14 作者:Mario Andrea Marchisio (EDT)  出版社:Springer Verlag  裝訂:精裝
This volume provides complete coverage of the computational approaches currently used in Synthetic Biology. Chapters focus on computational methods and algorithms for the design of bio-components, ins
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Autonomous Robotics and Deep Learning
90 折
出版日:2014/04/30 作者:Vishnu Nath; Stephen E. Levinson  出版社:Springer Verlag  裝訂:平裝
This Springer Brief examines the combination of computer vision techniques and machine learning algorithms necessary for humanoid robots to develop “true consciousness.” It illustrates the critical fi
優惠價: 9 2835
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出版日:2013/09/19 作者:Jun-bao Li  出版社:Springer Verlag  裝訂:精裝
Kernel Learning Algorithms for Face Recognition covers the framework of kernel based face recognition. This book discusses the advanced kernel learning algorithms and its application on face recogniti
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This book constitutes the refereed proceedings of the First International Conference on Advanced Machine Learning Technologies and Applications, AMLTA 2012, held in Cairo, Egypt, in December 2012.The
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出版日:2007/09/07 作者:Carlos A. Coello; Gary B. Lamont; David A. Van Veldhuizen  出版社:Springer Verlag  裝訂:精裝
This textbook is a second edition of Evolutionary Algorithms for Solving Multi-Objective Problems, significantly expanded and adapted for the classroom. The various features of multi-objective evoluti
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出版日:2018/04/25 作者:Bogdan Dumitrescu; Paul Irofti  出版社:Springer Verlag  裝訂:精裝
This book covers all the relevant dictionary learning algorithms, presenting them in full detail and showing their distinct characteristics while also revealing the similarities. It gives implementati
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出版日:2017/07/14 作者:Magdi S. Mahmoud  出版社:Springer Verlag  裝訂:精裝
This textbook explains the principles of fuzzy systems in some depth together with information useful in realizing them within computational processes. The various algorithms and example problem solut
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出版日:2016/05/09 作者:M. Emre Celebi (EDT); Kemal Aydin (EDT)  出版社:Springer Verlag  裝訂:精裝
This book summarizes the state-of-the-art in unsupervised learning. The contributors discuss how with the proliferation of massive amounts of unlabeled data, unsupervised learning algorithms, whi
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出版日:2014/12/09 作者:Sam Goldstein (EDT); Jack A. Naglieri (EDT)  出版社:Springer Verlag  裝訂:精裝
Intelligence has been defined in different ways, including the abilities for abstract thought, understanding, communication, reasoning, learning, planning, emotion and problem solving. Although most w
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出版日:2014/09/02 作者:M. C. Bhuvaneswari (EDT)  出版社:Springer Verlag  裝訂:精裝
This book describes how evolutionary algorithms (EA), including genetic algorithms (GA) and particle swarm optimization (PSO) can be utilized for solving multi-objective optimization problems in the a
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Essential Linear Algebra With Applications—A Problem-solving Approach
90 折
出版日:2014/06/30 作者:Titu Andreescu; Dorin Andrica  出版社:Springer Verlag  裝訂:精裝
Rooted in a pedagogically successful problem-solving approach to linear algebra, the present work fills a gap in the literature that is sharply divided between elementary texts and books that are too
優惠價: 9 2700
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出版日:2014/06/20 作者:Nikos Mastorakis (EDT); Valeri Mladenov (EDT)  出版社:Springer Verlag  裝訂:精裝
This book provides readers with modern computational techniques for solving variety of problems from electrical, mechanical, civil and chemical engineering. Mathematical methods are presented in a uni
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出版日:2014/04/17 作者:Markus Lohrey  出版社:Springer Verlag  裝訂:平裝
The Compressed Word Problem for Groups provides a detailed exposition of known results on the compressed word problem, emphasizing efficient algorithms for the compressed word problem in various group
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