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  • English Language Teacher Education in Latin America

    Autoethnographic Insights

    Series series Critical Approaches and Innovations in Language Teacher Education
    This pioneering collection provides a space for Latin American English language teacher educators and leaders to share their innovative professional practices.Their autoethnographic contributions adeptly intertwine personal trajectories with wider societal and pedagogical narratives, elucidating crucial themes across the region's terrains.Latin America's English language pedagogy still trails ... Read more

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  • Experimental IR Meets Multilinguality, Multimodality, and Interaction

    17th International Conference of the CLEF Association, CLEF 2026, Jena, Germany, September 21–24, 2026, Proceedings

    Series series Springer Nature Proceedings Computer Science
    This volume constitutes the proceedings of the 17th International Conference of the CLEF Association on Experimental IR Meets Multilinguality, Multimodality, and Interaction, CLEF 2026, held in Jena, Germany, during September 2026.The proceedings contain 11 full and 3 short conference papers accepted from 27 submissions. Furthermore, 6 best of CLEF 2025 Labs' papers, 1 Past, Present, Future paper ... Read more

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  • Catechetical Leadership

    What It Should Look Like, How It Should Work, and Whom It Should Serve

    Series series The Effective Catechetical Leader
    The ministry of catechesis is critical to the mission of the Church, and the most critical factor in an effective parish catechetical program is the catechetical leader. But for these leaders to succeed in their role, they must develop specific leadership skills and competencies. This second volume of The Effective Catechetical Leader series closely examines what catechetical leadership should ... Read more

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  • Learning from Imbalanced Data Sets

    Series series Computer Science (R0)
    This book provides a general and comprehensible overview of imbalanced learning. It contains a formal description of a problem, and focuses on its main features, and the most relevant proposed solutions. Additionally, it considers the different scenarios in Data Science for which the imbalanced classification can create a real challenge.This book stresses the gap with standard classification tasks ... Read more

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    Interpretation, Visualization and Social Context

    Series series Computer Science (R0)
    This open access book includes methods for retrieval, semantic representation, and analysis of Volunteered Geographic Information (VGI), geovisualization and user interactions related to VGI, and discusses selected topics in active participation, social context, and privacy awareness. It presents the results of the DFG-funded priority program "VGI: Interpretation, Visualization, and Social ... Read more

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  • Machine Learning: Concepts, Methodologies, Tools and Applications

    Statistics, psychology, and computer science are major influences in machine learning research. This exciting interdisciplinary science is a crucial component in many cutting-edge systems and business processes. Innovations in machine learning stand to change financial markets and uncover mysteries inherent in human learning. Machine Learning: Concepts, Methodologies, Tools, and Applications ... Read more

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  • Information Retrieval: Advanced Topics and Techniques

    Series series ACM Books
    In the last decade, deep learning and word embeddings have made significant impacts on information retrieval (IR) by adding techniques based in neural networks and language models. At the same time, certain search modalities such as neural IR and conversational search have become more popular. This book, written by international academic and industry experts, brings the field up to date with ... Read more

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  • Automated Machine Learning

    Methods, Systems, Challenges

    Series series The Springer Series on Challenges in Machine Learning
    This open access book presents the first comprehensive overview of general methods in Automated Machine Learning (AutoML), collects descriptions of existing systems based on these methods, and discusses the first series of international challenges of AutoML systems. The recent success of commercial ML applications and the rapid growth of the field has created a high demand for off-the-shelf ML ... Read more

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  • Educational Data Mining

    Applications and Trends

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    Series series Engineering (R0)
    This book is devoted to the Educational Data Mining arena. It highlights works that show relevant proposals, developments, and achievements that shape trends and inspire future research. After a rigorous revision process sixteen manuscripts were accepted and organized into four parts as follows:· Profile: The first part embraces three chapters oriented to: 1) describe the nature of educational ... Read more

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  • Self-Adaptive Systems for Machine Intelligence

    by Haibo He ...
    This book will advance the understanding and application of self-adaptive intelligent systems; therefore it will potentially benefit the long-term goal of replicating certain levels of brain-like intelligence in complex and networked engineering systems. It will provide new approaches for adaptive systems within uncertain environments. This will provide an opportunity to evaluate the strengths and ... Read more

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  • Explainable and Transparent AI and Multi-Agent Systems

    5th International Workshop, EXTRAAMAS 2023, London, UK, May 29, 2023, Revised Selected Papers

    Series series Springer Nature Proceedings Computer Science
    This volume LNCS 14127 constitutes the refereed proceedings of the 5th International Workshop, EXTRAAMAS 2023, held in London, UK, in May 2023.The 15 full papers presented together with 1 short paper were carefully reviewed and selected from 26 submissions. The workshop focuses on Explainable Agents and multi-agent systems; Explainable Machine Learning; and Cross-domain applied XAI. ... Read more

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  • Advances in Intelligent Data Analysis XVIII

    18th International Symposium on Intelligent Data Analysis, IDA 2020, Konstanz, Germany, April 27–29, 2020, Proceedings

    Series series Springer Nature Proceedings Computer Science
    This open access book constitutes the proceedings of the 18th International Conference on Intelligent Data Analysis, IDA 2020, held in Konstanz, Germany, in April 2020.The 45 full papers presented in this volume were carefully reviewed and selected from 114 submissions. Advancing Intelligent Data Analysis requires novel, potentially game-changing ideas. IDA’s mission is to promote ideas over ... Read more

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