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This two-volume set constitutes the refereed proceedings of the workshops which complemented the 21th Joint European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD, held in September 2021. Due to the COVID-19 pandemic the conference and workshops were held online. The 104 papers were thoroughly reviewed and selected from 180 papers submited for the workshops. This two-volume set includes the proceedings of the following workshops:Workshop on Advances in Interpretable Machine Learning and Artificial Intelligence (AIMLAI 2021)Workshop on Parallel, Distributed and Federated Learning (PDFL 2021)Workshop on Graph Embedding and Mining (GEM 2021)Workshop on Machine L...
This book constitutes the refereed proceedings of the Third Symposium of the Norwegian AI Society, NAIS 2019, held in Trondheim, Norway, in May, 2019. The 11 full papers and 3 short papers were carefully reviewed and selected from 21 submissions. The papers focus on all aspects of: artificial intelligence; machine learning; knowledge representation; robotics; planning and scheduling; natural language processing; computer vision; search algorithms; multi-agent-systems; industrial applications; and philosophical and ethical foundations.
This book focuses on the widespread use of deep neural networks and their various techniques in session-based recommender systems (SBRS). It presents the success of using deep learning techniques in many SBRS applications from different perspectives. For this purpose, the concepts and fundamentals of SBRS are fully elaborated, and different deep learning techniques focusing on the development of SBRS are studied. The book is well-modularized, and each chapter can be read in a stand-alone manner based on individual interests and needs. In the first chapter of the book, definitions and concepts related to SBRS are reviewed, and a taxonomy of different SBRS approaches is presented, where the ch...
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"The Encyclopedia of the Arctic offers a rich and dynamic view of, and introduction to, an enormous, incredibly diverse, and rapidly changing part of the world. Its three volumes comprise overviews of hundreds of topics, events, places, people, human cultures, animals, and environments, ranging from geological history, exploration, the cultures and livelihoods of indigenous peoples, geopolitics, international environmental cooperation, natural history, physical processes, life sciences, and environmental change."--Page xxxix.
This book presents a unified framework for assessing the value of potential data-gathering schemes, with a focus on the Earth sciences.
For years, detective Harry Hole has been at the centre of every major criminal investigation in Oslo. His dedication to his job and his brilliant insights have saved the lives of countless people. But now, with those he loves most facing terrible danger, Harry can't protect anyone. Least of all himself.
An edge-of-your seat Harry Hole page-turner you won't be able to put down. 'Nesbo is several steps ahead of you in this endlessly twisting, multi-layered thriller' Sun The police urgently need Harry Hole. A killer is stalking Oslo's streets. Police officers are being slain at the scenes of crimes they once investigated, but failed to solve. The murders are brutal, the media reaction hysterical. But this time, Harry can't help anyone. For years, detective Harry Hole has been at the centre of every major criminal investigation in Oslo. His dedication to his job and his brilliant insights have saved the lives of countless people. But now, with those he loves most facing terrible danger, Harry can't protect anyone. Least of all himself. *JO NESBO HAS SOLD OVER 55 MILLION BOOKS WORLDWIDE* *Watch out for KILLING MOON, the new Jo Nesbo book, out now*