Frontiers of Computer Vision, Sumi

Автор: Strang Gilbert
Название: Linear Algebra and Learning from Data
ISBN: 0692196382 ISBN-13(EAN): 9780692196380
Издательство: Cambridge Academ
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Цена: 66520.00 T
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Описание: Linear algebra and the foundations of deep learning, together at last! From Professor Gilbert Strang, acclaimed author of Introduction to Linear Algebra, comes Linear Algebra and Learning from Data, the first textbook that teaches linear algebra together with deep learning and neural nets. This readable yet rigorous textbook contains a complete course in the linear algebra and related mathematics that students need to know to get to grips with learning from data. Included are: the four fundamental subspaces, singular value decompositions, special matrices, large matrix computation techniques, compressed sensing, probability and statistics, optimization, the architecture of neural nets, stochastic gradient descent and backpropagation.

Автор: Marc Peter Deisenroth, A. Aldo Faisal, Cheng Soon Ong
Название: Mathematics for Machine Learning
ISBN: 110845514X ISBN-13(EAN): 9781108455145
Издательство: Cambridge Academ
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Цена: 42230.00 T
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Описание: This self-contained textbook introduces all the relevant mathematical concepts needed to understand and use machine learning methods, with a minimum of prerequisites. Topics include linear algebra, analytic geometry, matrix decompositions, vector calculus, optimization, probability and statistics.

Автор: Corke, Peter
Название: Robotics, Vision and Control, 2 ed.
ISBN: 3319544128 ISBN-13(EAN): 9783319544120
Издательство: Springer
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Цена: 0.00 T
Наличие на складе: Невозможна поставка.
Описание: Robotic vision, the combination of robotics and computer vision, involves the application of computer algorithms to data acquired from sensors. It weaves together theory, algorithms and examples in a narrative that covers robotics and computer vision separately and together.

Автор: Akito Sakurai; Koiti Hasida; Katsumi Nitta
Название: New Frontiers in Artificial Intelligence
ISBN: 3540710086 ISBN-13(EAN): 9783540710080
Издательство: Springer
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Цена: 93160.00 T
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Описание: Constitutes the refereed joint post-proceedings of the 17th and 18th annual conferences of the Japanese Society for Artificial Intelligence, JSAI 2003 and JSAI 2004, and colocated international workshops, held in Niigata, Japan in June 2003 and in Kanazawa, Japan, in May/June 2004 respectively.

Автор: Khosravy
Название: Frontiers in Fake Media Generation and Detection
ISBN: 9811915237 ISBN-13(EAN): 9789811915239
Издательство: Springer
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Цена: 158380.00 T
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Описание: The book presents recent advances in the generation and detection of fake multimedia. It also presents some frontiers in defensive techniques in front of skillfully cloned media. The ultimate purpose of the research direction presented by this book is to build up a trustworthy media network benefited by an iron dome in front of media clones’ attacks. The book focusses on (1) applications of deep generative models in the generation of fake multimedia, and (2) cyber-defensive and detective techniques in front of cyberattacks. The book is composed of three parts: (i) introduction, (ii) fake media generation, and (iii) fake media detection.

Автор: Khosravy Mahdi, Gupta Neeraj, Patel Nilesh
Название: Frontiers in Nature Inspired Industrial Optimization
ISBN: 9811631271 ISBN-13(EAN): 9789811631276
Издательство: Springer
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Цена: 167700.00 T
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Описание: The book provides a collection of recent applications of nature inspired optimization in industrial fields. The valuable contributions from researchers focus on three ultimate goals (i) improving the accuracy of these techniques, (ii) achieving higher speed and lower computational complexity, and (iii) working on their proposed applications.

Название: Legal knowledge and information systems
ISBN: 1614996083 ISBN-13(EAN): 9781614996088
Издательство: Неизвестно
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Цена: 116790.00 T
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Автор: Rio Yokota; Weigang Wu
Название: Supercomputing Frontiers
ISBN: 3319699520 ISBN-13(EAN): 9783319699523
Издательство: Springer
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Цена: 46570.00 T
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Описание: HHVSF: A Framework to Accelerate Drug-based High-throughput Virtual Screening on High-Performance Computers.- HBasechainDB -- A Scalable Blockchain Framework on Hadoop Ecosystem.- DETOUR: A Large-Scale Non-Blocking Optical Data Center Fabric.- Querying Large Scientific Data Sets with Adaptable IO System ADIOS.- On the Performance of Spark on HPC Systems: Towards a Complete Picture.- Experiences of Converging Big Data Analytics Frameworks with High Performance Computing Systems.- MACC: An OpenACC Transpiler for Automatic Multi-GPU Use.- Acceleration of Wind Simulation using Locally Mesh-Refined Lattice Boltzmann Method on GPU-Rich supercomputers.- Architecture of an FPGA-Based Heterogeneous System for Code-Search Problems.- TINS: A Task-Based Dynamic Helper Core Strategy for In Situ Analytics.- Machine Learning Predictions for Underestimation of Job Runtime on HPC System.- A Power Management Framework with Simple DSL for Automatic Power-Performance Optimization on Power-Constrained HPC Systems.- Scalable Data Management of the Uintah Simulation Framework for Next-Generation Engineering Problems with Radiation.- High performance LOBPCG method for solving multiple eigenvalues of Hubbard model: Efficiency of communication avoiding Neumann expansion preconditioner.- Application of a preconditioned Chebyshev basis communication-avoiding conjugate gradient method to a multiphase thermal-hydraulic CFD code.- Optimization of Hierarchical matrix computation on GPU.

Автор: Takao Terano; Toyoaki Nishida; Akira Namatame; Syr
Название: New Frontiers in Artificial Intelligence
ISBN: 3540430709 ISBN-13(EAN): 9783540430704
Издательство: Springer
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Цена: 93160.00 T
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Описание: This volume constitutes the joint post-proceedings of five international workshops organized by the Japanese Society of Artificial Intelligence in 2001. It has sections on social intelligence design, agent-based approaches in economic and complex social systems, rough set theory and more.

Автор: Jeong Hieyong, Sumi Kazuhiko
Название: Frontiers of Computer Vision: 27th International Workshop, Iw-Fcv 2021, Daegu, South Korea, February 22-23, 2021, Revised Selected Papers
ISBN: 3030816370 ISBN-13(EAN): 9783030816377
Издательство: Springer
Цена: 46570.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book constitutes refereed proceedings of the 27th International Workshop on Frontiers of Computer Vision, IW-FCV 2021, held in Daegu, South Korea, in February 2021. The 17 full papers and 8 short papers presented were thoroughly reviewed and selected from 44 submissions.

Автор: Mohit Sewak
Название: Deep Reinforcement Learning
ISBN: 9811382840 ISBN-13(EAN): 9789811382840
Издательство: Springer
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Цена: 121110.00 T
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Описание: This book starts by presenting the basics of reinforcement learning using highly intuitive and easy-to-understand examples and applications, and then introduces the cutting-edge research advances that make reinforcement learning capable of out-performing most state-of-art systems, and even humans in a number of applications. The book not only equips readers with an understanding of multiple advanced and innovative algorithms, but also prepares them to implement systems such as those created by Google Deep Mind in actual code.This book is intended for readers who want to both understand and apply advanced concepts in a field that combines the best of two worlds – deep learning and reinforcement learning – to tap the potential of ‘advanced artificial intelligence’ for creating real-world applications and game-winning algorithms.

Автор: Appice
Название: New Frontiers in Mining Complex Patterns
ISBN: 3319786792 ISBN-13(EAN): 9783319786797
Издательство: Springer
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Цена: 46570.00 T
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Описание: This book features a collection of revised and significantly extended versions of the papers accepted for presentation at the 6th International Workshop on New Frontiers in Mining Complex Patterns, NFMCP 2017, held in conjunction with ECML-PKDD 2017 in Skopje, Macedonia, in September 2017.