Artificial Intelligence In Design

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AI by Design

Catriona Campbell

Author : Catriona Campbell
Publisher : CRC Press
Page : 161 pages
File Size : 48,7 Mb
Release : 2022-03-14
Category : Computers
ISBN : 9781000554984

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AI by Design by Catriona Campbell Pdf

This book introduces the reader to Artificial Intelligence and its importance to our future. Campbell uses behavioural psychology, explores technology, economics, real-life and historical examples to predict five future scenarios with AI. Illustrating through speculative fiction, she describes possible futures after AI exceeds human capabilities. We are at a tipping point in history and must plan to ensure a successful co-existence with artificial intelligence. This book explains how to design for a future with AI so that, rather than herald our downfall, it helps us achieve a new renaissance.

Big Data, Big Design

Helen Armstrong

Author : Helen Armstrong
Publisher : Chronicle Books
Page : 177 pages
File Size : 40,8 Mb
Release : 2021-11-04
Category : Design
ISBN : 9781648960789

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Big Data, Big Design by Helen Armstrong Pdf

Big Data, Big Design provides designers with the tools they need to harness the potential of machine learning and put it to use for good through thoughtful, human-centered, intentional design. Enter the world of Machine Learning (ML) and Artificial Intelligence (AI) through a design lens in this thoughtful handbook of practical skills, technical knowledge, interviews, essays, and theory, written specifically for designers. Gain an understanding of the design opportunities and design biases that arise when using predictive algorithms. Learn how to place design principles and cultural context at the heart of AI and ML through real-life case studies and examples. This portable, accessible guide will give beginners and more advanced AI and ML users the confidence to make reasoned, thoughtful decisions when implementing ML design solutions.

Artificial Intelligence Design and Solution for Risk and Security

Archie Addo,Srini Centhala,Muthu Shanmugam

Author : Archie Addo,Srini Centhala,Muthu Shanmugam
Publisher : Business Expert Press
Page : 95 pages
File Size : 41,6 Mb
Release : 2020-03-13
Category : Business & Economics
ISBN : 9781951527495

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Artificial Intelligence Design and Solution for Risk and Security by Archie Addo,Srini Centhala,Muthu Shanmugam Pdf

Artificial Intelligence (AI) Design and Solutions for Risk and Security targets readers to understand, learn, define problems, and architect AI projects. Starting from current business architectures and business processes to futuristic architectures. Introduction to data analytics and life cycle includes data discovery, data preparation, data processing steps, model building, and operationalization are explained in detail. The authors examine the AI and ML algorithms in detail, which enables the readers to choose appropriate algorithms during designing solutions. Functional domains and industrial domains are also explained in detail. The takeaways are learning and applying designs and solutions to AI projects with risk and security implementation and knowledge about futuristic AI in five to ten years.

Artificial Intelligence in Design ’96

John S. Gero,Fay Sudweeks

Author : John S. Gero,Fay Sudweeks
Publisher : Springer Science & Business Media
Page : 765 pages
File Size : 44,5 Mb
Release : 2012-12-06
Category : Computers
ISBN : 9789400902794

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Artificial Intelligence in Design ’96 by John S. Gero,Fay Sudweeks Pdf

Change is one of the most significant parameters in our society. Designers are amongst the primary change agents for any society. As a consequence design is an important research topic in engineering and architecture and related disciplines, since design is not only a means of change but is also one of the keystones to economic competitiveness and the fundamental precursor to manufacturing. The development of computational models founded on the artificial intelligence paradigm has provided an impetus for much of current design research -both computational and cognitive. These forms of design research have only been carried out in the last decade or so and in the temporal sense they are still immature. Notwithstanding this immaturity, noticeable advances have been made both in extending our understanding of design and in developing tools based on that understanding. Whilst many researchers in the field of artificial intelligence in design utilise ideas about how humans design as one source of concepts there is normally no attempt to model human designers. Rather the results of the research presented in this volume demonstrate approaches to increasing our understanding of design as a process.

Artificial Intelligence in Urban Planning and Design

Imdat As,Prithwish Basu,Pratap Talwar

Author : Imdat As,Prithwish Basu,Pratap Talwar
Publisher : Elsevier
Page : 404 pages
File Size : 47,6 Mb
Release : 2022-05-14
Category : Political Science
ISBN : 9780128239421

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Artificial Intelligence in Urban Planning and Design by Imdat As,Prithwish Basu,Pratap Talwar Pdf

Artificial Intelligence in Urban Planning and Design: Technologies, Implementation, and Impacts is the most comprehensive resource available on the state of Artificial Intelligence (AI) as it relates to smart city planning and urban design. The book explains nascent applications of AI technologies in urban design and city planning, providing a thorough overview of AI-based solutions. It offers a framework for discussion of theoretical foundations of AI, AI applications in the urban design, AI-based research and information systems, and AI-based generative design systems. The concept of AI generates unprecedented city planning solutions without defined rules in advance, a development raising important questions issues for urban design and city planning. This book articulates current theoretical and practical methods, offering critical views on tools and techniques and suggests future directions for the meaningful use of AI technology. Includes a cutting-edge catalogue of AI tools applied to smart city design and planning Provides case studies from around the globe at various scales Includes diagrams and graphics for course instruction

Architecture in the Age of Artificial Intelligence

Neil Leach

Author : Neil Leach
Publisher : Bloomsbury Publishing
Page : 281 pages
File Size : 51,7 Mb
Release : 2021-11-18
Category : Architecture
ISBN : 9781350165540

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Architecture in the Age of Artificial Intelligence by Neil Leach Pdf

Artificial intelligence is everywhere – from the apps on our phones to the algorithms of search engines. Without us noticing, the AI revolution has arrived. But what does this mean for the world of design? The first volume in a two-book series, Architecture in the Age of Artificial Intelligence introduces AI for designers and considers its positive potential for the future of architecture and design. Explaining what AI is and how it works, the book examines how different manifestations of AI will impact the discipline and profession of architecture. Highlighting current case-studies as well as near-future applications, it shows how AI is already being used as a powerful design tool, and how AI-driven information systems will soon transform the design of buildings and cities. Far-sighted, provocative and challenging, yet rooted in careful research and cautious speculation, this book, written by architect and theorist Neil Leach, is a must-read for all architects and designers – including students of architecture and all design professionals interested in keeping their practice at the cutting edge of technology.

Artificial Intelligence Hardware Design

Albert Chun-Chen Liu,Oscar Ming Kin Law

Author : Albert Chun-Chen Liu,Oscar Ming Kin Law
Publisher : John Wiley & Sons
Page : 244 pages
File Size : 40,8 Mb
Release : 2021-08-23
Category : Computers
ISBN : 9781119810476

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Artificial Intelligence Hardware Design by Albert Chun-Chen Liu,Oscar Ming Kin Law Pdf

ARTIFICIAL INTELLIGENCE HARDWARE DESIGN Learn foundational and advanced topics in Neural Processing Unit design with real-world examples from leading voices in the field In Artificial Intelligence Hardware Design: Challenges and Solutions, distinguished researchers and authors Drs. Albert Chun Chen Liu and Oscar Ming Kin Law deliver a rigorous and practical treatment of the design applications of specific circuits and systems for accelerating neural network processing. Beginning with a discussion and explanation of neural networks and their developmental history, the book goes on to describe parallel architectures, streaming graphs for massive parallel computation, and convolution optimization. The authors offer readers an illustration of in-memory computation through Georgia Tech’s Neurocube and Stanford’s Tetris accelerator using the Hybrid Memory Cube, as well as near-memory architecture through the embedded eDRAM of the Institute of Computing Technology, the Chinese Academy of Science, and other institutions. Readers will also find a discussion of 3D neural processing techniques to support multiple layer neural networks, as well as information like: A thorough introduction to neural networks and neural network development history, as well as Convolutional Neural Network (CNN) models Explorations of various parallel architectures, including the Intel CPU, Nvidia GPU, Google TPU, and Microsoft NPU, emphasizing hardware and software integration for performance improvement Discussions of streaming graph for massive parallel computation with the Blaize GSP and Graphcore IPU An examination of how to optimize convolution with UCLA Deep Convolutional Neural Network accelerator filter decomposition Perfect for hardware and software engineers and firmware developers, Artificial Intelligence Hardware Design is an indispensable resource for anyone working with Neural Processing Units in either a hardware or software capacity.

Designing Agentive Technology

Christopher Noessel

Author : Christopher Noessel
Publisher : Rosenfeld Media
Page : 280 pages
File Size : 54,6 Mb
Release : 2017-05-01
Category : Computers
ISBN : 9781933820705

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Designing Agentive Technology by Christopher Noessel Pdf

Advances in narrow artificial intelligence make possible agentive systems that do things directly for their users (like, say, an automatic pet feeder). They deliver on the promise of user-centered design, but present fresh challenges in understanding their unique promises and pitfalls. Designing Agentive Technology provides both a conceptual grounding and practical advice to unlock agentive technology’s massive potential.

Artificial Intelligence-Aided Materials Design

Rajesh Jha,Bimal Kumar Jha

Author : Rajesh Jha,Bimal Kumar Jha
Publisher : CRC Press
Page : 363 pages
File Size : 47,7 Mb
Release : 2022-03-15
Category : Technology & Engineering
ISBN : 9781000541335

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Artificial Intelligence-Aided Materials Design by Rajesh Jha,Bimal Kumar Jha Pdf

This book describes the application of artificial intelligence (AI)/machine learning (ML) concepts to develop predictive models that can be used to design alloy materials, including hard and soft magnetic alloys, nickel-base superalloys, titanium-base alloys, and aluminum-base alloys. Readers new to AI/ML algorithms can use this book as a starting point and use the MATLAB® and Python implementation of AI/ML algorithms through included case studies. Experienced AI/ML researchers who want to try new algorithms can use this book and study the case studies for reference. Offers advantages and limitations of several AI concepts and their proper implementation in various data types generated through experiments and computer simulations and from industries in different file formats Helps readers to develop predictive models through AI/ML algorithms by writing their own computer code or using resources where they do not have to write code Covers downloadable resources such as MATLAB GUI/APP and Python implementation that can be used on common mobile devices Discusses the CALPHAD approach and ways to use data generated from it Features a chapter on metallurgical/materials concepts to help readers understand the case studies and thus proper implementation of AI/ML algorithms under the framework of data-driven materials science Uses case studies to examine the importance of using unsupervised machine learning algorithms in determining patterns in datasets This book is written for materials scientists and metallurgists interested in the application of AI, ML, and data science in the development of new materials.

Cognitive Design for Artificial Minds

Antonio Lieto

Author : Antonio Lieto
Publisher : Routledge
Page : 133 pages
File Size : 55,5 Mb
Release : 2021-03-31
Category : Computers
ISBN : 9781315460512

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Cognitive Design for Artificial Minds by Antonio Lieto Pdf

Cognitive Design for Artificial Minds explains the crucial role that human cognition research plays in the design and realization of artificial intelligence systems, illustrating the steps necessary for the design of artificial models of cognition. It bridges the gap between the theoretical, experimental, and technological issues addressed in the context of AI of cognitive inspiration and computational cognitive science. Beginning with an overview of the historical, methodological, and technical issues in the field of cognitively inspired artificial intelligence, Lieto illustrates how the cognitive design approach has an important role to play in the development of intelligent AI technologies and plausible computational models of cognition. Introducing a unique perspective that draws upon Cybernetics and early AI principles, Lieto emphasizes the need for an equivalence between cognitive processes and implemented AI procedures, in order to realize biologically and cognitively inspired artificial minds. He also introduces the Minimal Cognitive Grid, a pragmatic method to rank the different degrees of biological and cognitive accuracy of artificial systems in order to project and predict their explanatory power with respect to the natural systems taken as a source of inspiration. Providing a comprehensive overview of cognitive design principles in constructing artificial minds, this text will be essential reading for students and researchers of artificial intelligence and cognitive science.

AI for Designers

Md Haseen Akhtar,Janakarajan Ramkumar

Author : Md Haseen Akhtar,Janakarajan Ramkumar
Publisher : Springer Nature
Page : 131 pages
File Size : 48,7 Mb
Release : 2024-01-21
Category : Technology & Engineering
ISBN : 9789819968978

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AI for Designers by Md Haseen Akhtar,Janakarajan Ramkumar Pdf

This book presents select research writings from researchers and professionals around the globe on the application, potential, and limitations of AI in different domains. The topics covered include AI in product design, AI in architecture design, AI in textile design, AI in interaction design, and AI for society in general. The book also discusses various cross-applications of AI in other industrial sectors like urban planning and design, AI for inclusive future, etc. The book is a valuable reference for designers in multidisciplinary areas. This book is of interest for anyone who is a beginner, researcher, and professional interested in artificial intelligence and allied fields.

Artificial Intelligence in Design

D.T. Pham

Author : D.T. Pham
Publisher : Springer Science & Business Media
Page : 499 pages
File Size : 52,6 Mb
Release : 2012-12-06
Category : Technology & Engineering
ISBN : 9783642743542

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Artificial Intelligence in Design by D.T. Pham Pdf

Computers have been employed for some time in engineering design mainly as numerical or graphical tools to assist analysis and draughting. The advent of the technology of artificial intelligence and expert systems has enabled computers to be applied to less deterministic design tasks which require symbolic manipulation and reasoning, instead of only routine number processing. This book presents recent examples of such applications, focusing on mechanical and manufacturing design. The term 'design' is interpreted here in its wider sense to include creative activities such as planning. The book covers a wide spectrum of design operations ranging from component and product design through to process, tooling and systems design. Its aim is to expose researchers, engineers and engineering designers to several developments in the emerging field of intelligent CAD and to alert them of the possibilites and opportunities in this exciting field.

Artificial Intelligence in Design ’94

John S. Gero,Fay Sudweeks

Author : John S. Gero,Fay Sudweeks
Publisher : Springer Science & Business Media
Page : 761 pages
File Size : 48,8 Mb
Release : 2012-12-06
Category : Computers
ISBN : 9789401109284

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Artificial Intelligence in Design ’94 by John S. Gero,Fay Sudweeks Pdf

Design is an important research topic in engineering and architecture, since design is not only a means of change but also one of the keystones of economic competitiveness and the fundamental precursor to manufacturing. However, our understanding of design as a process and our ability to model it are still very limited. The development of computational models founded on the artificial intelligence paradigm has provided an impetus for much of current design research -- both computational and cognitive. Notwithstanding their immaturity noticeable advances have been made both in extending our understanding of design and in developing tools based on that understanding. The papers in this volume are from the Third International Conference on Artificial Intelligence in Design held in August 1994 in Lausanne, Switzerland. They represent the cutting edge of research and development in this field. They are of particular interest to researchers, developers and users of computer systems in design. This volume demonstrates both the breadth and depth of artificial intelligence in design and points the way forward for our understanding of design as a process and for the development of computer-based tools to aid designers.

Machine Learning Design Patterns

Valliappa Lakshmanan,Sara Robinson,Michael Munn

Author : Valliappa Lakshmanan,Sara Robinson,Michael Munn
Publisher : O'Reilly Media
Page : 408 pages
File Size : 44,8 Mb
Release : 2020-10-15
Category : Computers
ISBN : 9781098115753

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Machine Learning Design Patterns by Valliappa Lakshmanan,Sara Robinson,Michael Munn Pdf

The design patterns in this book capture best practices and solutions to recurring problems in machine learning. The authors, three Google engineers, catalog proven methods to help data scientists tackle common problems throughout the ML process. These design patterns codify the experience of hundreds of experts into straightforward, approachable advice. In this book, you will find detailed explanations of 30 patterns for data and problem representation, operationalization, repeatability, reproducibility, flexibility, explainability, and fairness. Each pattern includes a description of the problem, a variety of potential solutions, and recommendations for choosing the best technique for your situation. You'll learn how to: Identify and mitigate common challenges when training, evaluating, and deploying ML models Represent data for different ML model types, including embeddings, feature crosses, and more Choose the right model type for specific problems Build a robust training loop that uses checkpoints, distribution strategy, and hyperparameter tuning Deploy scalable ML systems that you can retrain and update to reflect new data Interpret model predictions for stakeholders and ensure models are treating users fairly

Mind Design II

John Haugeland

Author : John Haugeland
Publisher : MIT Press
Page : 500 pages
File Size : 53,8 Mb
Release : 1997-03-06
Category : Psychology
ISBN : 0262581531

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Mind Design II by John Haugeland Pdf

Mind design is the endeavor to understand mind (thinking, intellect) in terms of its design (how it is built, how it works). Unlike traditional empirical psychology, it is more oriented toward the "how" than the "what." An experiment in mind design is more likely to be an attempt to build something and make it work—as in artificial intelligence—than to observe or analyze what already exists. Mind design is psychology by reverse engineering. When Mind Design was first published in 1981, it became a classic in the then-nascent fields of cognitive science and AI. This second edition retains four landmark essays from the first, adding to them one earlier milestone (Turing's "Computing Machinery and Intelligence") and eleven more recent articles about connectionism, dynamical systems, and symbolic versus nonsymbolic models. The contributors are divided about evenly between philosophers and scientists. Yet all are "philosophical" in that they address fundamental issues and concepts; and all are "scientific" in that they are technically sophisticated and concerned with concrete empirical research. Contributors Rodney A. Brooks, Paul M. Churchland, Andy Clark, Daniel C. Dennett, Hubert L. Dreyfus, Jerry A. Fodor, Joseph Garon, John Haugeland, Marvin Minsky, Allen Newell, Zenon W. Pylyshyn, William Ramsey, Jay F. Rosenberg, David E. Rumelhart, John R. Searle, Herbert A. Simon, Paul Smolensky, Stephen Stich, A.M. Turing, Timothy van Gelder

Artificial Intelligence In Design

AI by Design by Catriona Campbell Pdf

Big Data, Big Design by Helen Armstrong Pdf

Artificial Intelligence Design and Solution for Risk and Security by Archie Addo,Srini Centhala,Muthu Shanmugam Pdf

Artificial Intelligence in Design ’96 by John S. Gero,Fay Sudweeks Pdf

Artificial Intelligence in Urban Planning and Design by Imdat As,Prithwish Basu,Pratap Talwar Pdf

Architecture in the Age of Artificial Intelligence by Neil Leach Pdf

Artificial Intelligence Hardware Design by Albert Chun-Chen Liu,Oscar Ming Kin Law Pdf

Designing Agentive Technology by Christopher Noessel Pdf

Artificial Intelligence-Aided Materials Design by Rajesh Jha,Bimal Kumar Jha Pdf

Cognitive Design for Artificial Minds by Antonio Lieto Pdf

AI for Designers by Md Haseen Akhtar,Janakarajan Ramkumar Pdf

Artificial Intelligence in Design by D.T. Pham Pdf

Artificial Intelligence in Design ’94 by John S. Gero,Fay Sudweeks Pdf

Machine Learning Design Patterns by Valliappa Lakshmanan,Sara Robinson,Michael Munn Pdf

Mind Design II by John Haugeland Pdf

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