This book constitutes the refereed proceedings of the 15th Australasian Conference on Data Mining, AusDM 2017, held in Melbourne, VIC, Australia, in August 2017. The 17 revised full papers presented together with 11 research track papers and 6 application track papers were carefully reviewed and selected from 31 submissions. The papers are organized in topical sections on clustering and classification; big data; time series; outlier detection and applications; social media and applications.

Drawing on the highly successful first edition, this newly-revised second edition covers the many advances made in PCR technology since the first book, which has been used in more than 10,000 laboratories worldwide. As PCR technology has advanced significantly since the first edition, and has expanded its use in the clinical laboratory of physician/researchers, the scope of this book is greatly expanded to enable researchers at all levels to easily reproduce and adapt PCR experiments to their own specific requirements. The meethods selected represent worked examples from many fields that can be reproduced and adapted for use within the reader's laboratory. The authors have provided both a primer to allow the reader to gain basic experience of different PCR techniques, as well as in-depth insight into a variety of the more complex applications of PCR. This book will be essential for the labs of all biochemists, molecular biologists, geneticists and researchers utilizing the PCR techinque in their work.

This book constitutes the refereed proceedings of the 16th Australasian Conference on Data Mining, AusDM 2018, held in Bathurst, NSW, Australia, in November 2018.The 27 revised full papers presented together with 3 short papers were carefully reviewed and selected from 80 submissions. The papers are organized in topical sections on classification task; transport, environment, and energy; applied data mining; privacy and clustering; statistics in data science; health, software and smartphone; image data mining; industry showcase.

David Stirling had a very simple idea that changed his life. Basing his choices on the spiritual teaching he had discovered over the years, he realized that to take every experience or feeling, however difficult, and simply love it, was absolutely transformative. All of a sudden his life had meaning and the pitfalls of life were simply reminders of the need to be constantly creative with our thoughts. LOVING EVERY MOMENT tells the story of how to apply this principle in your life. Simple though the principle is, we all need strategies for how to remember it. This is a book of strategies for remembering - remembering to love every moment. Fear itself goes running when we say 'I love this moment exactly as it is'. Anger cannot exist beside 'I love this situation exactly as it is'. Our whole perception changes when we say of another person, maybe someone we have had difficulty with, 'I love this person exactly how they are'. No one's life will ever be the same after they read and practise LOVING EVERY MOMENT.

Birds, Beasts and a Bike Under the Southern Cross: Two Canadian Naturalists Camping Rough in New Zealand and Australia in the 1950s by David Stirling.

This is the story of two Canadian naturalist observers enjoying the birds, beasts, weather and stars in New Zealand and Australia in the 1950s. While traveling by motorcycle and camping rough, they meet Kiwis and Aussies and try various temporary jobs in order to keep alive and healthy.

About the author, David Stirling
Born in 1920, David Stirling grew up on a pioneer farm near the town of Athabasca, Alberta. He had a keen interest in natural history and travel at an early age. He served overseas during World War II with the Canadian Army, and graduated first lieutenant from Sandhurst Royal Military College. David tried farming, worked with federal fisheries and forestry, and eventually became a leader in nature interpretation with British Columbia Parks. He has been active in organizing and leading nature tours both locally and worldwide. He was awarded the Queen's Jubilee Visit Medal in 2002, and now lives in Victoria, BC, Canada.

Review comments
"David is a superb naturalist, an uninhibited storyteller and vivid word painter of landscapes, wildlife and people whose fun memoir will leave you learning and laughing." -- Lyn Hancock, well-known author of many popular books, including Looking for the Wild, Tabasco the Saucy Raccoon and There's a Seal in My Sleeping Bag

"A rip-snorting tale for those who prefer the extraordinary over the mundane. David Stirling's lively account of a two-year-long motorcycle odyssey among the wonders of Australia and New Zealand is sure to quicken the blood and impel you to pursue yourown dreams." -- Alan MacLeod, birder-naturalist and sometime wayfarer among the wonders Down Under

"An insightful and interesting read about travel and nature in the lands Down Under post World War II." -- Bill Merilees, naturalist, writer and tour leader