SpringerBriefs in Intelligent Systems – serie
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16 produkter
Agent AI for Finance
From Financial Argument Mining to Agent-Based Modeling
Av Chung-Chi Chen, Hiroya Takamura
Häftad, 2025
343 kr
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This open access book provides an overview of the current state of financial argument mining and financial text generation, and presents the authors’ thoughts on the blueprint for NLP in finance in the agent AI era.Financial documents contain numerous causal inferences and subjective opinions. In a …
Centrality and Diversity in Search
Roles in A.I., Machine Learning, Social Networks, and Pattern Recognition
Häftad, 2019
569 kr
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The concepts of centrality and diversity are highly important in search algorithms, and play central roles in applications of artificial intelligence (AI), machine learning (ML), social networks, and pattern recognition. This work examines the significance of centrality and diversity in …
Multi-Winner Voting with Approval Preferences
Av Martin Lackner, Piotr Skowron
Häftad, 2022
343 kr
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From fundamental concepts and results to recent advances in computational social choice, this open access book provides a thorough and in-depth look at multi-winner voting based on approval preferences. The main focus is on axiomatic analysis, algorithmic results and several applications that are …
Robust Explainable AI
Av Francesco Leofante, Matthew Wicker
Häftad, 2025
569 kr
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The area of Explainable Artificial Intelligence (XAI) is concerned with providing methods and tools to improve the interpretability of black-box learning models. While several approaches exist to generate explanations, they are often lacking robustness, e.g., they may produce completely different …
Prompting Causal Events
Häftad, 2025
498 kr
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Prompting marks a paradigmatic shift in how we engage with artificial intelligence—transforming static interfaces into dynamic conversations, reshaping the relationship between user intent, system behavior, and knowledge production. This book invites readers into that frontier, tracing the contours …
Addressing Bias in Information Retrieval
Av Harshit Mishra, Sucheta Soundarajan
Häftad, 2026
569 kr
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Online search engines are an essential tool for seeking information, but results returned from these search engines can contain undesirable forms of bias with respect to protected attributes such as gender or race. These biases can exist due to the word embeddings used by search engines, the design …
Architectures for Agentic AI
Integrating Multi-Agent Systems, Reinforcement Learning, and LLMs for Autonomous Decision-Making
Av Pedro Oliveira, João da Cruz Pereira m. fl.
Häftad, 2026
565 kr
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This book explores the emerging paradigm of Agentic AI, where Large Language Models (LLMs) and Reinforcement Learning (RL) converge to create intelligent, autonomous, and adaptive systems. It provides a unified theoretical foundation and connects it to practical implementation, offering readers a …
Inside Metaheuristics
The Operators that Drive Optimization
Av Erik Cuevas, Óscar A. González-Sánchez m. fl.
Häftad, 2027
626 kr
Kommande
This book provides a comprehensive and structured exploration of the fundamental mechanisms that govern metaheuristic optimization methods. Rather than cataloging existing algorithms, it focuses on the building blocks—the operators and strategies—that enable metaheuristics to efficiently navigate …
Fairness in Machine Learning
From Theory to Regulation
Av Charlotte Laclau, Antoine Gourru m. fl.
Häftad, 2027
626 kr
Kommande
Fairness in machine learning is an increasingly critical topic as AI-driven systems become more embedded in decision-making processes that impact individuals and society. Research on fairness remains fragmented across disciplines, including social sciences, law, and machine learning, and many …
Constraint Solving and Planning with Picat
Av Neng-Fa Zhou, Håkan Kjellerstrand m. fl.
Häftad, 2015
5,0 utav 5 stjärnor. Totalt antal röster: (2)
625 kr
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This book introduces a new logic-based multi-paradigm programming language that integrates logic programming, functional programming, dynamic programming with tabling, and scripting, for use in solving combinatorial search problems, including CP, SAT, and MIP (mixed integer programming) based …
Concise Introduction to Decentralized POMDPs
Av Frans A. Oliehoek, Christopher Amato
Häftad, 2016
877 kr
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This book introduces multiagent planning under uncertainty as formalized by decentralized partially observable Markov decision processes (Dec-POMDPs). The intended audience is researchers and graduate students working in the fields of artificial intelligence related to sequential decision making: …
Belief Change
Introduction and Overview
Av Eduardo Fermé, Sven Ove Hansson
Häftad, 2018
607 kr
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This book explains how the logic of theory change employs formal models in the investigation of changes in belief states and databases. The topics covered include equivalent characterizations of AGM operations, extended representations of the belief states, change operators not included in the …
Practical Modelling of Dynamic Decision Making
Av Rick Evertsz, John Thangarajah m. fl.
Häftad, 2019
498 kr
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This book presents TDF (Tactics Development Framework), a practical methodology for eliciting and engineering models of expert decision-making in dynamic domains. The authors apply the BDI (Beliefs, Desires, Intentions) paradigm to the elicitation and modelling of dynamic decision making expertise, …
Evolutionary Humanoid Robotics
Häftad, 2015
769 kr
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This book examines how two distinct strands of research on autonomous robots, evolutionary robotics and humanoid robot research, are converging. The book will be valuable for researchers and postgraduate students working in the areas of evolutionary robotics and bio-inspired computing.
Introduction to Learning Classifier Systems
Av Ryan J. Urbanowicz, Will N. Browne
Häftad, 2017
679 kr
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This accessible introduction shows the reader how to understand, implement, adapt, and apply Learning Classifier Systems (LCSs) to interesting and difficult problems. The text builds an understanding from basic ideas and concepts. The authors first explore learning through environment interaction, …
Vision-Based Human Activity Recognition
Av Zhongxu Hu, Chen Lv
Häftad, 2022
569 kr
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This book offers a systematic, comprehensive, and timely review on V-HAR, and it covers the related tasks, cutting-edge technologies, and applications of V-HAR, especially the deep learning-based approaches. The field of Human Activity Recognition (HAR) has become one of the trendiest research …
