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Computational Intelligence In Archaeology
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Book Synopsis Computational Intelligence in Archaeology by : Barcelo, Juan A.
Download or read book Computational Intelligence in Archaeology written by Barcelo, Juan A. and published by IGI Global. This book was released on 2008-07-31 with total page 436 pages. Available in PDF, EPUB and Kindle. Book excerpt: Provides analytical theories offered by innovative artificial intelligence computing methods in the archaeological domain.
Book Synopsis Computational and Machine Learning Tools for Archaeological Site Modeling by : Maria Elena Castiello
Download or read book Computational and Machine Learning Tools for Archaeological Site Modeling written by Maria Elena Castiello and published by Springer Nature. This book was released on 2022-01-24 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book describes a novel machine-learning based approach to answer some traditional archaeological problems, relating to archaeological site detection and site locational preferences. Institutional data collected from six Swiss regions (Zurich, Aargau, Grisons, Vaud, Geneva and Fribourg) have been analyzed with an original conceptual framework based on the Random Forest algorithm. It is shown how the algorithm can assist in the modelling process in connection with heterogeneous, incomplete archaeological datasets and related cultural heritage information. Moreover, an in-depth review of past and more recent works of quantitative methods for archaeological predictive modelling is provided. The book guides the readers to set up their own protocol for: i) dealing with uncertain data, ii) predicting archaeological site location, iii) establishing environmental features importance, iv) and suggest a model validation procedure. It addresses both academics and professionals in archaeology and cultural heritage management, and offers a source of inspiration for future research directions in the field of digital humanities and computational archaeology.
Book Synopsis An Enchantment of Digital Archaeology by : Shawn Graham
Download or read book An Enchantment of Digital Archaeology written by Shawn Graham and published by Berghahn Books. This book was released on 2020-07-01 with total page 204 pages. Available in PDF, EPUB and Kindle. Book excerpt: The use of computation in archaeology is a kind of magic, a way of heightening the archaeological imagination. Agent-based modelling allows archaeologists to test the ‘just-so’ stories they tell about the past. It requires a formalization of the story so that it can be represented as a simulation; researchers are then able to explore the unintended consequences or emergent outcomes of stories about the past. Agent-based models are one end of a spectrum that, at the opposite side, ends with video games. This volume explores this spectrum in the context of Roman archaeology, addressing the strengths, weaknesses, and opportunities of a formalized approach to computation and archaeogaming.
Book Synopsis An Enchantment of Digital Archaeology by : Shawn Graham
Download or read book An Enchantment of Digital Archaeology written by Shawn Graham and published by Berghahn Books. This book was released on 2020-07-01 with total page 209 pages. Available in PDF, EPUB and Kindle. Book excerpt: The use of computation in archaeology is a kind of magic, a way of heightening the archaeological imagination. Agent-based modelling allows archaeologists to test the ‘just-so’ stories they tell about the past. It requires a formalization of the story so that it can be represented as a simulation; researchers are then able to explore the unintended consequences or emergent outcomes of stories about the past. Agent-based models are one end of a spectrum that, at the opposite side, ends with video games. This volume explores this spectrum in the context of Roman archaeology, addressing the strengths, weaknesses, and opportunities of a formalized approach to computation and archaeogaming.
Book Synopsis Artificial Intelligence and Expert Systems by : Jean Claude Gardin
Download or read book Artificial Intelligence and Expert Systems written by Jean Claude Gardin and published by . This book was released on 1988 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Archaeology and the Information Age by : Sebastian Rahtz
Download or read book Archaeology and the Information Age written by Sebastian Rahtz and published by Routledge. This book was released on 2003-09-02 with total page 518 pages. Available in PDF, EPUB and Kindle. Book excerpt: Traditional methods of making archaeological data available are becoming increasingly inadequate. Thanks to improved techniques for examining data from multiple viewpoints, archaeologists are now in a position to record different kinds of data, and to explore that data more fully than ever before. The growing availablility of computer networks and other technologies means that communication should become increasingly available to international archaeologists. Will this result in the democratisation of archaeological knowledge on a global basis? Contributors from Western and Eastern Europe, the Far East, Africa and the Americas seek to answer this and other questions about the way in which modern technology is revolutionising archaeological knowledge.
Book Synopsis Pattern Recognition and Signal Processing in Archaeometry: Mathematical and Computational Solutions for Archaeology by : Papaodysseus, Constantin
Download or read book Pattern Recognition and Signal Processing in Archaeometry: Mathematical and Computational Solutions for Archaeology written by Papaodysseus, Constantin and published by IGI Global. This book was released on 2011-10-31 with total page 330 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computer science—especially pattern recognition, signal processing and mathematical algorithms—can offer important information about archaeological finds, information that is otherwise undetectable by the human senses and traditional archaeological approaches. Pattern Recognition and Signal Processing in Archaeometry: Mathematical and Computational Solutions for Archaeology offers state of the art research in computational pattern recognition and digital archaeometry. Computer science researchers in pattern recognition and machine intelligence will find innovative research methodologies combined to create novel and efficient computational systems, offering robust, exact, and reliable performance and results. Archaeologists, conservators, and historians will discover reliable automated methods for quickly reconstructing archaeological materials and benefit from the application of non-destructive, automated processing of archaeological finds.
Book Synopsis The Routledge Companion to Artificial Intelligence in Architecture by : Imdat As
Download or read book The Routledge Companion to Artificial Intelligence in Architecture written by Imdat As and published by Routledge. This book was released on 2021-05-05 with total page 487 pages. Available in PDF, EPUB and Kindle. Book excerpt: Providing the most comprehensive source available, this book surveys the state of the art in artificial intelligence (AI) as it relates to architecture. This book is organized in four parts: theoretical foundations, tools and techniques, AI in research, and AI in architectural practice. It provides a framework for the issues surrounding AI and offers a variety of perspectives. It contains 24 consistently illustrated contributions examining seminal work on AI from around the world, including the United States, Europe, and Asia. It articulates current theoretical and practical methods, offers critical views on tools and techniques, and suggests future directions for meaningful uses of AI technology. Architects and educators who are concerned with the advent of AI and its ramifications for the design industry will find this book an essential reference.
Book Synopsis Machine Learners by : Adrian Mackenzie
Download or read book Machine Learners written by Adrian Mackenzie and published by MIT Press. This book was released on 2017-11-16 with total page 269 pages. Available in PDF, EPUB and Kindle. Book excerpt: If machine learning transforms the nature of knowledge, does it also transform the practice of critical thought? Machine learning—programming computers to learn from data—has spread across scientific disciplines, media, entertainment, and government. Medical research, autonomous vehicles, credit transaction processing, computer gaming, recommendation systems, finance, surveillance, and robotics use machine learning. Machine learning devices (sometimes understood as scientific models, sometimes as operational algorithms) anchor the field of data science. They have also become mundane mechanisms deeply embedded in a variety of systems and gadgets. In contexts from the everyday to the esoteric, machine learning is said to transform the nature of knowledge. In this book, Adrian Mackenzie investigates whether machine learning also transforms the practice of critical thinking. Mackenzie focuses on machine learners—either humans and machines or human-machine relations—situated among settings, data, and devices. The settings range from fMRI to Facebook; the data anything from cat images to DNA sequences; the devices include neural networks, support vector machines, and decision trees. He examines specific learning algorithms—writing code and writing about code—and develops an archaeology of operations that, following Foucault, views machine learning as a form of knowledge production and a strategy of power. Exploring layers of abstraction, data infrastructures, coding practices, diagrams, mathematical formalisms, and the social organization of machine learning, Mackenzie traces the mostly invisible architecture of one of the central zones of contemporary technological cultures. Mackenzie's account of machine learning locates places in which a sense of agency can take root. His archaeology of the operational formation of machine learning does not unearth the footprint of a strategic monolith but reveals the local tributaries of force that feed into the generalization and plurality of the field.
Download or read book Image Objects written by Jacob Gaboury and published by MIT Press. This book was released on 2021-08-03 with total page 323 pages. Available in PDF, EPUB and Kindle. Book excerpt: How computer graphics transformed the computer from a calculating machine into an interactive medium, as seen through the histories of five technical objects. Most of us think of computer graphics as a relatively recent invention, enabling the spectacular visual effects and lifelike simulations we see in current films, television shows, and digital games. In fact, computer graphics have been around as long as the modern computer itself, and played a fundamental role in the development of our contemporary culture of computing. In Image Objects, Jacob Gaboury offers a prehistory of computer graphics through an examination of five technical objects--an algorithm, an interface, an object standard, a programming paradigm, and a hardware platform--arguing that computer graphics transformed the computer from a calculating machine into an interactive medium. Gaboury explores early efforts to produce an algorithmic solution for the calculation of object visibility; considers the history of the computer screen and the random-access memory that first made interactive images possible; examines the standardization of graphical objects through the Utah teapot, the most famous graphical model in the history of the field; reviews the graphical origins of the object-oriented programming paradigm; and, finally, considers the development of the graphics processing unit as the catalyst that enabled an explosion in graphical computing at the end of the twentieth century. The development of computer graphics, Gaboury argues, signals a change not only in the way we make images but also in the way we mediate our world through the computer--and how we have come to reimagine that world as computational.
Book Synopsis Artificial Intelligence in Archaeology by : Shah Rukh
Download or read book Artificial Intelligence in Archaeology written by Shah Rukh and published by Independently Published. This book was released on 2023-10-24 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Artificial Intelligence in Archaeology: Revealing the Secrets of Ancient Civilizations" is an innovative book that explores the intersection of AI and archaeology. It offers a comprehensive look at how advanced technologies are transforming the study of ancient civilizations, from uncovering lost archaeological sites to decoding ancient texts and analyzing cultural patterns. The book delves into the transformative impact of AI on our understanding of the past, providing insights into the latest AI-driven methodologies and their ethical considerations. This makes it an indispensable resource for scholars and enthusiasts eager to unravel the mysteries of ancient history.
Book Synopsis Augmented Reality and Artificial Intelligence by : Vladimir Geroimenko
Download or read book Augmented Reality and Artificial Intelligence written by Vladimir Geroimenko and published by Springer Nature. This book was released on 2023-04-29 with total page 383 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is the first research monograph that explores a new research field and practical applications produced by the combined use of two of the most advanced and powerful technologies available in today’s world – Artificial Intelligence (AI) and Augmented Reality (AR). It is written by a team of 50 researchers and practitioners from 16 countries, which has enabled a thorough coverage of emerging or previously unexplored subject areas. The authors consider practical, theoretical, and cultural aspects of “AI-powered AR” and “AR-enriched AI”, and their usage in a large variety of areas, such as education, medicine, healthcare, dentistry, pharmacy, active lifestyle, smart services, fashion, retail, recommender systems, and several others. Augmented Reality and Artificial Intelligence: The Fusion of Advanced Technologies is essential reading not only for researchers, practitioners and technology developers, but also for students (both graduates and undergraduates) and anyone who is interested in building a comprehensive understanding of the emerging fields of “intelligent augmented environments” and “artificial intelligence presented by augmented reality”.
Book Synopsis Time, Process and Structured Transformation in Archaeology by : James McGlade
Download or read book Time, Process and Structured Transformation in Archaeology written by James McGlade and published by Routledge. This book was released on 2013-10-16 with total page 558 pages. Available in PDF, EPUB and Kindle. Book excerpt: In a discipline which essentially studies how modern man came to be, it is remarkable that there are hardly any conceptual tools to describe change. This is due to the history of the western intellectual and scientific tradition, which for a long time favoured mechanics over dynamics, and the study of stability over that of change. Change was primarily deemed due to external events (in archaeology mainly climatic or 'environmental'). Revolutionary innovations in the natural and life sciences, often (erroneously) referred to as 'chaos theory', suggest that there are ways to overcome this problem. A wide range of processes can be described in terms of dynamic systems, and modern computing methods enable us to investigate many of their properties. This volume presents a cogent argument for the use of such approaches, and a discussion of a number of its aspects by a range of scientists from the humanities, social and natural sciences, and archaeology.
Book Synopsis Technológos in Being by : Wolfgang Ernst
Download or read book Technológos in Being written by Wolfgang Ernst and published by Bloomsbury Publishing USA. This book was released on 2021-05-06 with total page 225 pages. Available in PDF, EPUB and Kindle. Book excerpt: Wolfgang Ernst's new work, Technológos in Being, in its explicit media-scientific approach, aligns with the politics of the thinking media series to publish innovative works that advance media studies towards the 'new sciences.' Ernst's invites readers to re-adjust their ideas of Media Studies: the conviction that an extended understanding of "medium" needs to include a concept of materiality that focuses on "non- human" agencies as well. The book grounds media analysis radically in the technological apparatuses, relays, transistors, hard- and software, to precisely locate the scenes, operations and frictions where reasoning logos and 'informable' matter interfere.
Book Synopsis Mathematics and Archaeology by : Juan A. Barcelo
Download or read book Mathematics and Archaeology written by Juan A. Barcelo and published by CRC Press. This book was released on 2015-06-08 with total page 528 pages. Available in PDF, EPUB and Kindle. Book excerpt: Although many archaeologists have a good understanding of the basics in computer science, statistics, geostatistics, modeling, and data mining, more literature is needed about the advanced analysis in these areas. This book aids archaeologists in learning more advanced tools and methods while also helping mathematicians, statisticians, and computer scientists with no previous knowledge of the field realize the potential of the methods in archaeological experiments.
Book Synopsis Agent-Based Modeling for Archaeology by : Iza Romanowska
Download or read book Agent-Based Modeling for Archaeology written by Iza Romanowska and published by SFI Press. This book was released on 2021-08-02 with total page 442 pages. Available in PDF, EPUB and Kindle. Book excerpt: To fully understand not only the past, but also the trajectories, of human societies, we need a more dynamic view of human social systems. Agent-based modeling (ABM), which can create fine-scale models of behavior over time and space, may reveal important, general patterns of human activity. Agent-Based Modeling for Archaeology is the first ABM textbook designed for researchers studying the human past. Appropriate for scholars from archaeology, the digital humanities, and other social sciences, this book offers novices and more experienced ABM researchers a modular approach to learning ABM and using it effectively. Readers will find the necessary background, discussion of modeling techniques and traps, references, and algorithms to use ABM in their own work. They will also find engaging examples of how other scholars have applied ABM, ranging from the study of the intercontinental migration pathways of early hominins, to the weather–crop–population cycles of the American Southwest, to the trade networks of Ancient Rome. This textbook provides the foundations needed to simulate the complexity of past human societies, offering researchers a richer understanding of the past—and likely future—of our species.
Book Synopsis Developing Effective Communication Skills in Archaeology by : Enrico Proietti
Download or read book Developing Effective Communication Skills in Archaeology written by Enrico Proietti and published by Information Science Reference. This book was released on 2019-11 with total page 347 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book examines archaeology as a method for present researchers to interact and communicate with the past, and as a method for identifying the overall trends in the needs of humanity as a whole"--
