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  • xxAI - Beyond Explainable AI

    International Workshop, Held in Conjunction with ICML 2020, July 18, 2020, Vienna, Austria, Revised and Extended Papers

    Series series Computer Science (R0)
    This is an open access book.Statistical machine learning (ML) has triggered a renaissance of artificial intelligence (AI). While the most successful ML models, including Deep Neural Networks (DNN), have developed better predictivity, they have become increasingly complex, at the expense of human interpretability (correlation vs. causality). The field of explainable AI (xAI) has emerged with the ... Read more

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  • Federated Learning in the Age of Foundation Models - FL 2024 International Workshops

    FL@FM-WWW 2024, Singapore, May 14, 2024; FL@FM-ICME 2024, Niagara Falls, ON, Canada, July 15, 2024; FL@FM-IJCAI 2024, Jeju Island, South Korea, August 5, 2024; and FL@FM-NeurIPS 2024, Vancouver, BC, Canada, December 15, 2024, Revised Selected Papers

    Series series Springer Nature Proceedings Computer Science
    This LNAI volume constitutes the post proceedings of International Federated Learning Workshops such as follows:FL@FM-WWW 2024, FL@FM-ICME 2024, FL@FM-IJCAI 2024 and FL@FM-NeurIPS 2024. This LNAI volume focuses on the following topics:Efficient Model Adaptation and Personalization, Data Heterogeneity and Incomplete Data, Integration of Specialized Neural Architectures, Frameworks and Tools for ... Read more

    $53.99 USD

  • Trustworthy Federated Learning

    First International Workshop, FL 2022, Held in Conjunction with IJCAI 2022, Vienna, Austria, July 23, 2022, Revised Selected Papers

    Series series Springer Nature Proceedings Computer Science
    This book constitutes the refereed proceedings of the First International Workshop, FL 2022, Held in Conjunction with IJCAI 2022, held in Vienna, Austria, during July 23-25, 2022.The 11 full papers presented in this book were carefully reviewed and selected from 12 submissions. They are organized in three topical sections: answer set programming; adaptive expert models for personalization in ... Read more

    $53.99 USD

  • Artificial Intelligence and Machine Learning for Digital Pathology

    State-of-the-Art and Future Challenges

    Series series Computer Science (R0)
    Data driven Artificial Intelligence (AI) and Machine Learning (ML) in digital pathology, radiology, and dermatology is very promising. In specific cases, for example, Deep Learning (DL), even exceeding human performance. However, in the context of medicine it is important for a human expert to verify the outcome. Consequently, there is a need for transparency and re-traceability of state-of-the ... Read more

    $80.09 USD

  • Towards Integrative Machine Learning and Knowledge Extraction

    BIRS Workshop, Banff, AB, Canada, July 24-26, 2015, Revised Selected Papers

    Series series Springer Nature Proceedings Computer Science
    The BIRS Workshop “Advances in Interactive Knowledge Discovery and Data Mining in Complex and Big Data Sets” (15w2181), held in July 2015 in Banff, Canada, was dedicated to stimulating a cross-domain integrative machine-learning approach and appraisal of “hot topics” toward tackling the grand challenge of reaching a level of useful and useable computational intelligence with a focus on real-world ... Read more

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    Voices from Students, Teachers and Researchers

    Series series Education (R0)
    This open access book presents an account of five teacher educators who, over a two-year period, undertook a research project with five teachers of languages other than English in pre-secondary schools in New Zealand. Their collaborative aim was to develop students’ intercultural capability in the context of learning a new language. The school participants were typical of many in New Zealand’s pre ... Read more

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  • Publishing Sacrobosco’s De sphaera in Early Modern Europe

    Modes of Material and Scientific Exchange

    Series series History (R0)
    This open access volume focuses on the cultural background of the pivotal transformationsof scientific knowledge in the early modern period.It investigates the rich edition history of Johannes de Sacrobosco’s Tractatus de sphaera,by far the most widely disseminated textbook on geocentric cosmology, from the uniquestandpoint of the many printers, publishers, and booksellers who steered this text ... Read more

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  • Web Information Systems Engineering – WISE 2021

    22nd International Conference on Web Information Systems Engineering, WISE 2021, Melbourne, VIC, Australia, October 26–29, 2021, Proceedings, Part I

    Series Book 1 - Springer Nature Proceedings Computer Science
    This two-volume set constitutes the proceedings of the 22nd International Conference on Web Information Systems Engineering, WISE 2021, held in Melbourne, VIC, Australia, in October 2021.The 55 full, 29 short and 5 demo papers, plus 2 tutorials were carefully reviewed and selected from 229 submissions. The papers are organized in the following topical sections:Part I: BlockChain and Crowdsourcing; ... Read more

    $89.09 USD

  • Database Systems for Advanced Applications

    27th International Conference, DASFAA 2022, Virtual Event, April 11–14, 2022, Proceedings, Part II

    Series Book 2 - Springer Nature Proceedings Computer Science
    The three-volume set LNCS 13245, 13246 and 13247 constitutes the proceedings of the 26th International Conference on Database Systems for Advanced Applications, DASFAA 2022, held online, in April 2021.The total of 72 full papers, along with 76 short papers, are presented in this three-volume set was carefully reviewed and selected from 543 submissions. Additionally, 13 industrial papers, 9 demo ... Read more

    $98.09 USD

  • Advances in Knowledge Discovery and Data Mining

    25th Pacific-Asia Conference, PAKDD 2021, Virtual Event, May 11–14, 2021, Proceedings, Part II

    Series Book 2 - Springer Nature Proceedings Computer Science
    The 3-volume set LNAI 12712-12714 constitutes the proceedings of the 25th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining, PAKDD 2021, which was held during May 11-14, 2021.The 157 papers included in the proceedings were carefully reviewed and selected from a total of 628 submissions. They were organized in topical sections as follows:Part I: Applications of knowledge ... Read more

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    16th EAI International Conference, CollaborateCom 2020, Shanghai, China, October 16–18, 2020, Proceedings, Part I

    Series Book 1 - Springer Nature Proceedings Computer Science
    This two-volume set constitutes the refereed proceedings of the 16th International Conference on Collaborative Computing: Networking, Applications, and Worksharing, CollaborateCom 2020, held in Shanghai, China, in October 2020.The 61 full papers and 16 short papers presented were carefully reviewed and selected from 211 submissions. The papers reflect the conference sessions as follows: ... Read more

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    12th IFIP TC 12 International Conference, IIP 2022, Qingdao, China, May 27–30, 2022, Proceedings

    Series series Springer Nature Proceedings Computer Science
    This book constitutes the refereed proceedings of the 12th IFIP TC 12 International Conference on Intelligent Information Processing, IIP 2022, held in Qingdao, China, in July 2022.The 37 full papers and 6 short papers presented were carefully reviewed and selected from 57 submissions. They are organized in topical sections on Machine Learning, Data Mining, Multiagent Systems, Social Computing, ... Read more

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