Machine learning is one of the leading areas of artificial intelligence. It concerns the study and development of quantitative models that enable a computer to carry out operations without having been expressly programmed to do so.In this s...More info...
This book presents all components and knowledge sources required for Transparent Information Retrieval. Depending on the respective topic and taking care of their interoperability, both deep and shallow technol...More info...
This book discusses the theory and applications of the server message block (SMB) 3 protocol used for distributed remote file access. It covers the protocol from its genesis to the present structure and the future enhancements, and includes d...More info...
This monograph introduces the field of bisociative literature-based discovery (LBD) by first explaining the underlying LBD principles and techniques, followed by the presentation of bisociative LBD techniques a...More info...
Master Amazon OpenSearch with this comprehensive guide, covering everything from basics to advanced techniques, and learn expert tips for efficient search and analytics Key Features Master installation, configuration, and usage...More info...
Master LLM fundamentals to advanced techniques like RAG, reinforcement learning, and knowledge graphs to build, deploy, and scale intelligent AI agents that reason, retrieve, and act autonomously Key Features Implement RAG and...More info...
This title is out of print. Used copies may be available, but delivery only inside Baltic States
Increasingly, large enterprises are discovering that Apache Lucene and Apache Solr can help them dramatically reduce the costs of their most challenging indexing and search applications. Now, for the first time, there’s a hands-...More info...
What is data and how does it fit into data science? What does the field of data science cover? What is data analysis and what skills are involved? What does data analytics refer to in the context of data analysis and data science...More info...
This book covers semiconductor memory technologies from device bit-cell structures to memory array design with an emphasis on recent industry scaling trends and cutting-edge technologies. The first part of the book discusses the mainstream semicon...More info...
This book discusses the convergence of three powerful technologies that play into the digital revolution and blur the lines between biological, digital, and physical objects. This book covers novel algorithms, solutions for addressing issues in ap...More info...
This book provides a comprehensive presentation of a recently introduced framework, named probabilistic indexing (PrIx), for searching text in large collections of document images and other related applications. It fosters the development of new...More info...
This book is not a comprehensive guide; if thats what youre seeking, you may want to look elsewhere. Instead, it serves as a map, outlining the necessary tools and topics for your research journey. The goal is to build your intuition and provide...More info...
This book systematically examines scalability and effectiveness challenges related to the application of graph convolutional networks (GCNs) in recommender systems. By effectively modeling graph structures, GCN...More info...
This book starts from the classic recommendation algorithms, introduces readers to the basic principles and main concepts of the traditional algorithms, and analyzes their advantages and limitations. Then, it addresses the fundamentals of deep lea...More info...
This Second Edition sheds light on state-of-the-art theories and practices in multimodal compatibility modeling and recommendation, offering comprehensive insights into this evolving field. This topic, and fashion compatibility modeling in particu...More info...
This book presents a holistic overview of user engagement, which has become an increasingly important subject for a variety of industry and academic fields, including engineering, computer science, and information science. The author begins with a...More info...
This book presents the theoretical foundations of the MDATA cognitive model and its applications in the field of cybersecurity. The MDATA model is an innovative analytical tool designed to simulate and improve cognitive processes. It bridges cogni...More info...
This book bridges the gap between academic and applied User Experience (UX) research, offering a fresh perspective on uniting these two communities. Drawing from their extensive professional experience in both realms, the authors delve into the va...More info...
This book provides an introduction to reciprocal recommendation. It starts with theory, and then moves on to concrete examples of the most successful algorithms in the field. Researchers and developers with a little background in machine learning...More info...
This book is dedicated to exploring and explaining time series event detection in databases. The focus is on events, which are pervasive in time series applications where significant changes in behavior are observed at specific points or time inte...More info...
This timely textbook presents a comprehensive guide to the core topics in computing and information security and assurance realms, going beyond the security of networks to the ubiquitous mobile communications and online social networks that h...More info...
This book presents an in-depth exploration of multimodal learning toward recommendation, along with a comprehensive survey of the most important research topics and state-of-the-art methods in this area.First, it presents a semantic-guided...More info...
This book provides a comprehensive introduction to conversational spoken language understanding and surveys recent advances in conversational AI. It guides the reader through the history, current advancements, and future of natural language unders...More info...
Generative Artificial Intelligence (GenAI) has emerged as a groundbreaking technology that promises to revolutionize many industries as well as people’s personal and professional lives. This book discusses GenAI and its role in information access...More info...
This book explores how visualization provides an effective way of improving not only the interpretability but also the generalization capabilities of machine learning models. It shows how visualization can bridge the gap between complex models or...More info...
This open access book presents a collection of papers focussing on 3D digitisation in the domain of cultural heritage. The use of data acquisition technologies in digitising cultural heritage holds great potential for preserving and disseminating...More info...
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 perspectiv...More info...
This popular book, updated as a textbook for classroom use, discusses text mining and different ways this type of data mining can be used to find implicit knowledge from text collections. The author provides the guidelines for implementing text mi...More info...
This book is your indispensable guide to the core of Snowflakes SQL API, providing a comprehensive understanding of how to harness the full potential of this powerful tool. In todays data-driven world, organizations require robust, flexible, and...More info...
This book presents a comprehensive overview of Natural Language Interfaces to Databases (NLIDBs), an indispensable tool in the ever-expanding realm of data-driven exploration and decision making. After first demonstrating the importance of the field...More info...
This completely revised edition equips you to secure, scale, and optimize your deployments like a K8s pro . Learn advanced techniques and cloud implementations for robust container orchestration and cloud-native domination. Purchase of...More info...
Blockchain is an emerging platform for developing decentralized applications and data storage, over and beyond its role as a platform for cryptocurrencies. This reference text provides a comprehensive discussion on blockchain technology from resea...More info...
This book discusses different aspects of group recommender systems, which are systems that help to identify recommendations for groups instead of single users. In this context, the authors present different related techniques and applications. The...More info...
This Second Edition presents research, theory, and practical applications for social media and libraries, providing insights into the life of the social library. Readers are introduced to the features of social sites that can be leveraged to crea...More info...
(Pub. Date: 15-Nov-2024, Paperback / softback, Publisher: Association of Computing Machinery,U.S., ISBN-13: 9798400710513)
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...More info...
(Pub. Date: 15-Nov-2024, Hardback, Publisher: Association of Computing Machinery,U.S., ISBN-13: 9798400710506)
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...More info...
This book provides an in-depth treatment of three important topical areas related to regulatory, ethical, and technical discussions in the context of information retrieval and recommender systems (IRRSs): (1) bias, fairness, and non-discrimination...More info...
The book covers three areas along with the introduction to Intelligent IR, i.e. Optimal Information Retrieval using Evolutionary approaches, Semantic Search for Web Information Retrieval and Natural Language Processing for Information Retrieval....More info...
This book concentrates on the sustainable applications of the Blockchain Technology across multiple latest computational knowledge domains. It will target the vast applications of Blockchain in the field of Internet of Things, Artificial Intellige...More info...
This book focuses on futuristic approaches and designs for real-time systems and applications, as well as the fundamental concepts of including advanced techniques and tools in models of data-driven blockchain ecosystems.The Data-Driven...More info...
Blockchain: Principles and Applications in IoT covers all the aspects of Blockchain and its application in IOT. The book focuses on Blockchain, its features, and the core technologies that are used to build the Blockchain network....More info...
Semantic web technologies (SWTs) offer the richest machine-interpretable (rather than just machine-processable) and explicit semantics that are being extensively used in various domains and industries. This book provides a roadmap for semantic web...More info...
This reference text provides the theoretical foundations, the emergence, and the application areas of Blockchain in an easy-to-understand manner that would be highly helpful for the researchers, academicians, and industry professionals to understa...More info...
Advances in Graph based Natural Language Processing (NLP) and Information Retrieval (IR) tasks have shown the importance of processing Graph of Words. Advances in graph-based natural language processing (NLP) and information retrie...More info...
This book is intended to clarify and define in simple terms the technology behind blockchain, a deep-dive into the core fundamentals of blockchain, hashing algorithm behind each block, distributed technology, smart contracts, private vs public blo...More info...
This book aims to discuss the convergence of three powerful technologies which play into the digital revolution and blurs the lines between biological, digital, and physical objects. Convergence of Blockchain, AI, and IoT: C...More info...
This handbook provides a computational perspective on Green Computing and Blockchain Technologies. It presents how to not only identify challenges using a practical approach but how to also develop strategies for addressing industry challenges. ...More info...
