This volume deals with two complementary topics. On one hand the book deals with the problem of determining the the probability distribution of a positive compound random variable, a problem which appears in the banking and insurance industries, in many areas of operational research and in reliability problems in the engineering sciences. On the other hand, the methodology proposed to solve such problems, which is based on an application of the maximum entropy method to invert the Laplace transform of the distributions, can be applied to many other problems. The book contains...
This volume deals with two complementary topics. On one hand the book deals with the problem of determining the the probability distribution of a posi...
Addresses novel machine learning algorithms that are challenged by high-throughput data, by high dimensions, or by complex structures of the data in three volumes. Resource constraints are given by the relation between the demands for processing the data and the capacity of the computing machinery. Comprehensive overview of novel approaches to machine learning research that consider resource constraints and application of the described methods.
Addresses novel machine learning algorithms that are challenged by high-throughput data, by high dimensions, or by complex structures of the data i...
Machine Learning under Resource Constraints addresses novel machine learning algorithms that are challenged by high-throughput data, by high dimensions, or by complex structures of the data in three volumes. Resource constraints are given by the relation between the demands for processing the data and the capacity of the computing machinery. The resources are runtime, memory, communication, and energy. Hence, modern computer architectures play a significant role. Novel machine learning algorithms are optimized with regard to minimal resource consumption. Moreover, learned predictions are...
Machine Learning under Resource Constraints addresses novel machine learning algorithms that are challenged by high-throughput data, by high dimension...
Machine Learning under Resource Constraints addresses novel machine learning algorithms that are challenged by high-throughput data, by high dimensions, or by complex structures of the data in three volumes. Resource constraints are given by the relation between the demands for processing the data and the capacity of the computing machinery. The resources are runtime, memory, communication, and energy. Hence, modern computer architectures play a significant role. Novel machine learning algorithms are optimized with regard to minimal resource consumption. Moreover, learned predictions are...
Machine Learning under Resource Constraints addresses novel machine learning algorithms that are challenged by high-throughput data, by high dimension...
Machine Learning under Resource Constraints addresses novel machine learning algorithms that are challenged by high-throughput data, by high dimensions, or by complex structures of the data in three volumes. Resource constraints are given by the relation between the demands for processing the data and the capacity of the computing machinery. The resources are runtime, memory, communication, and energy. Hence, modern computer architectures play a significant role. Novel machine learning algorithms are optimized with regard to minimal resource consumption. Moreover, learned predictions are...
Machine Learning under Resource Constraints addresses novel machine learning algorithms that are challenged by high-throughput data, by high dimension...
Engineered Nanoparticles in Agriculture describes synthesis, properties, and application of nanoparticles to crops at pre- and post-harvest level. The book is ideal for research scientists and graduate students working in the area of plant science and nanotechnology. It will also appeal to agrochemical companies interested in new approaches to improve crops quality and yield.
Engineered Nanoparticles in Agriculture describes synthesis, properties, and application of nanoparticles to crops at pre- and post-harvest level. The...
The book is focused on Bio Products derived from renewable resources processed by conventional catalytic thermochemical processes and or emerging bioprocessing techniques including fermentation and synthetic biology. It highlights some of these developments—from discovery, lab feasibility, scale up and eventual commercialization of interest and value in all the major sectors of the economy.
The book is focused on Bio Products derived from renewable resources processed by conventional catalytic thermochemical processes and or emerging biop...
This book is for engineers and students of aerospace, materials and mechanical engineering. It covers the transition from aluminum to composite materials for aerospace structures and includes advanced analyses used in industries. New in the 2nd Edition is material on morphing structures, large deflection plates, nondestructive methods, vibration correlation technique for shear loaded plates, vibrations to measure physical properties, and more.
This book is for engineers and students of aerospace, materials and mechanical engineering. It covers the transition from aluminum to composite materi...
Biogenic toxins are fascinating natural products characterized by an enormous diversity of chemical structures and pharmacological activities. They not only pose hazards to humans and animals, but they are important components in the interplay of substances and living beings in nature and, moreover, important sources for new drugs. The present book is the first volume of the 5-volume series "Natural Poisons and Venoms". Volumes 1-3 cover poisons produced by plants, volume 4 summarizes poisons and venoms of animals and volume 5 deal with poisons of fungi, cyanobacteria, and other...
Biogenic toxins are fascinating natural products characterized by an enormous diversity of chemical structures and pharmacological activities. They no...
This 3rd volume of 'Gas Engineering' introduces the concept of liquefied natural gas and the concept gas-to-liquids and also presents a review of the uses of gas streams and the effects of the various gases on the environment. This volume also describes the properties gas streams as they are related to corrosion effects are also presented. The relationship of the properties of gas streams as they affect corrosion such as carburization and metal dusting as well as corrosion in steel and other materials used in refinery technology are also presented and the book summarizes key findings into...
This 3rd volume of 'Gas Engineering' introduces the concept of liquefied natural gas and the concept gas-to-liquids and also presents a review of the ...
