Support Vector Machines - One of the most successful learning algorithms; getting a complex model at the price of a simple one. Lecture 14 of 18 of Caltech's Machine Learning Course - CS 156 by Professor Yaser Abu-Mostafa. View course materials in iTunes U Course App - https://itunes.apple.com/us/course/machine-learning/id515364596 and on the course website - http://work.caltech.edu/telecourse.…
The manner in which music theory has been traditionally taught is now in a state of flux. Originally, the study of music theory was designed to acquaint the music student or knowledgeable amateur with the composer’s working materials in “Classical” music roughly spanning the 17th- through the 19th Centuries. The role of music theory has expanded far beyond this mandate: theory training no…
As we move from the era of the Millennium Development Goals to the Sustainable Development Goals it is important to consider how development agendas are set, the progress that has been made over the past 15 years, and how current debates are shaping global development efforts for the next 15 years. This book was produced as part of a University College London-London International Developm…
Two fixed bed reactors for nitrification with either polyethylene/clay sinter lamellas (FBR A) or porous ceramic rings (FBR B) were continously run for treating synthetic saline wastewater. Seawater from Hafen Büsum was used as an inoculums. The performance of the system was evaluated under different operating conditions. A better overall nitrification without nitrite accumulation was observed…
What are the causes and consequences of species diversity in forested ecosystems, and how is this species diversity being affected by rapid environmental and climatic change, movement of invertebrate and vertebrate herbivores into new biogeographic regions, and expanding human populations and associated shifts in land-use patterns? In this Special Issue of Forests, we explore these questions fo…
This book is for all those who are seeking a human perspective on economic and organizational processes. It lays the foundations for a value based approach to the economy. The key questions are: “What is important to you or your organization?” “What is this action or that organization good for?” The book is directed at the prevalence of instrumentalist thinking in the current economy an…
The author of this text has intentionally kept it general in nature in order to create a platform for those who want to expand content into more in depth studies of the mentioned concepts and traditions. I believe that appreciation of any subject comes from open-minded exposure to that topic. With the arts this generally must happen at a moment when the message and meaning of the work resonates…
The pre-analytical phase is defined as the period from the physician’s indication of the test up to the laboratory analysis of the biological material. In other words, this phase involves an individual’s preparation for collection of the biological material, the collection itself, storage of the collected sample and its transport to the laboratory, and preparation of the sample for the ass…
This open access book provides worldwide examples demonstrating the importance of the interplay between demography and disasters in regions and spatially. It marks an advance in practical and theoretical insights for understanding the role of demography in planning for and mitigating impacts from disasters in developed nations. Both slow onset (like the of loss polar ice from climate change) an…
Water Systems and Technology is a program designed to provide the student with enough information to build a successful and lasting career in the water and wastewater industry. It is a by professionals within the industry and within academia. Upon successful completion of the program and after completing any required general education course work, the student can earn an Associate of Science de…