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Advances in Machine Learning Research - - Bog - Nova Science Publishers Inc - Plusbog.dk

Advances in Machine Learning Research - - Bog - Nova Science Publishers Inc - Plusbog.dk

In the digital age, the field of machine learning has lived up to its promise of learning from and leveraging data in diverse fields, creating knowledge and driving decisions. This book intends to detail advances in the state-of-the-art in machine learning, one of the fastest emerging fields in the industry and one of the most popular fields of research in computational sciences. The roots of machine learning methods can be traced back to both statistics and computer science. Its story continues to evolve and the future is set to be greatly influenced through ML''s contributions to the human knowledge-base as well as the economic engine. Applied machine learning research enthuses the masses with applications such as video games that interact through a camera, self-driving cars, etc. At the same time, more basic machine learning research holds the potential to impact knowledge elicitation, learning, predictions, decisions, and optimizations in fields ranging from environmental/biomedical/clinical informatics on one hand to online retail and search on the other. Accordingly, the contents of this volume are geared to present a full-color palette consisting of improved optimization algorithms, novel ANN design architectures, along with customized methods for mining an environmental dataset, pattern recognition in images, and for improved document and text search. While many out-of-the-box implementations of machine learning algorithms are currently available, customized methods developed by honed and innovative researchers continue to provide significant improvements in various contexts. Advancements through basic research continue to break the barriers of the extent of ML''s contribution to the world.

DKK 890.00
1

Advanced Cancer - - Bog - Nova Science Publishers Inc - Plusbog.dk

Characterization of Advanced Structural Materials by Acoustic Emission Indices - D G Aggelis - Bog - Nova Science Publishers Inc - Plusbog.dk

Deployment of Advanced Energy Technologies - - Bog - Nova Science Publishers Inc - Plusbog.dk

Manufacturing in Advanced Economies - - Bog - Nova Science Publishers Inc - Plusbog.dk

Brain-Machine Interfaces - - Bog - Nova Science Publishers Inc - Plusbog.dk

Advanced Battery Performance - - Bog - Nova Science Publishers Inc - Plusbog.dk

Combustion Synthesis of Advanced Materials - B B Khina - Bog - Nova Science Publishers Inc - Plusbog.dk

Advanced Diagnostic Imaging - - Bog - Nova Science Publishers Inc - Plusbog.dk

Advanced Practice Nurses - - Bog - Nova Science Publishers Inc - Plusbog.dk

Advanced Ta-Based Diffusion Barriers for Cu Interconnects - Rene Hubner - Bog - Nova Science Publishers Inc - Plusbog.dk

Advanced Ta-Based Diffusion Barriers for Cu Interconnects - Rene Hubner - Bog - Nova Science Publishers Inc - Plusbog.dk

During the last few years, copper has become the standard metallisation material for on-chip interconnects in high-performance microprocessors. Compared to the previously used aluminium, copper shows not only a lower resistivity, but also significantly improved electromigration resistance. Copper ions, however, are very mobile in silicon and many dielectric materials under electrical and thermal bias. Thus, barrier layers are needed to prevent Cu diffusion into the insulating layers surrounding the metallic interconnects. Since Ta-based compounds are characterized by a high thermal stability, pure Ta films or layer stacks consisting of Ta and TaN are used for such barriers. The continuous scaling down of the interconnect dimensions and, therefore, the essential decrease in the barrier layer thickness coupled with the replacement of silicon oxide by advanced low-k dielectrics demand further improvements of the diffusion barrier performance. It is the aim of this book to carry out microstructure and functional property investigations for advanced, high-performance Tabased diffusion barriers (Ta-TaN layer stacks and Ta-Si-N single layers) before and after annealing to compare their thermal stabilities and to probe the corresponding failure mechanisms. For the Ta-TaN barriers, these studies are undertaken for a range of layer sequences, while for the Ta-Si-N barriers a variety of films with different chemical compositions are analysed.

DKK 405.00
1

Deposition of Polypyrrole Thin Films by Advanced Method-Matrix Assisted Pulsed Laser Evaporation - - Bog - Nova Science Publishers Inc - Plusbog.dk

Long Term Interest Rates - - Bog - Nova Science Publishers Inc - Plusbog.dk

Micro & Nanomanufacturing Research - - Bog - Nova Science Publishers Inc - Plusbog.dk

Cotton - - Bog - Nova Science Publishers Inc - Plusbog.dk

Advanced Computational Techniques in Nanoscience - - Bog - Nova Science Publishers Inc - Plusbog.dk

Landscape of Pattern Learning Applied to Public Health and Social Sciences - Saurav Mallik - Bog - Nova Science Publishers Inc - Plusbog.dk

Historiography of Social Professional Activity - Peter Herrmann - Bog - Nova Science Publishers Inc - Plusbog.dk

Nonlinear Systems - - Bog - Nova Science Publishers Inc - Plusbog.dk

Nonlinear Systems - - Bog - Nova Science Publishers Inc - Plusbog.dk

The book covers different subjects in the field of nonlinear dynamics, especially applications and investigation of chaos and chaotic systems in electrical engineering, information technology, communication engineering and mechanical engineering. This book is suitable as a textbook at the graduate or advanced undergraduate level and will appeal to postgraduate-level students and young researchers in different fields. This book provides technological advancement in nonlinear dynamics and chaos and explores the fields of communication, electric vehicles, power systems and rotational machines with centrifugal flyball governor system. An autonomous chaotic system is explored with real and complex state variables; their projective synchronisation is reported with application to secure communication. Secure communication is achieved using Masking-Modulation and Diffie-Hellman Key Exchange encryption techniques. Further, electric vehicles are the necessity of upcoming trends. To optimize the control performance of the permanent-magnet synchronous motor with different disturbances and uncertainties, a nonlinear control for the permanent-magnet synchronous motor using sliding-mode control is reported and Cascaded PI sliding mode control technique is explored to control the chaotic behaviour in electric vehicles. Chaos behaviour is explored in power systems and its control is presented using higher order sliding mode control. Comparative performances are analysed followed by control of chaos in the Rotational Machine with Centrifugal Flyball Governor system where chaos is controlled using recursive backstepping sliding mode control. All the simulations are carried out in the MATLAB environment and reveal successful achievement of the objectives. Researchers from academia and industry, who are working in the research areas Nonlinear Dynamical Systems & Chaos, Electrical Engineering, Computer Science Engineering, Information Technology, Communication Engineering and Mechanical Engineering may be principal audiences. Also, the book will be helpful for (i) graduate or advanced undergraduate level students as a textbook or major reference book for courses such as electrical circuits, nonlinear dynamical systems, mathematical modelling, computational science, numerical simulation, and many others and (ii) postgraduate level students and young researchers in the following fields: Communication Engineering; Computer Science; Electrical and Electronic Engineering; Mechanical Engineering; Engineering Mathematics; Computational Physics.

DKK 718.00
1