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This book constitutes the refereed proceedings of the 29th Australasian Joint Conference on Artificial Intelligence, AI 2016, held in Hobart,…
TAS, Australia, in December 2016. The 40 full papers and 18 short papers presented together with 8 invited short papers were carefully reviewed and selected from 121 submissions. The papers are organized in topical sections on agents and multiagent systems; AI applications and innovations; big data; constraint satisfaction, search and optimisation; knowledge representation and reasoning; machine learning and data mining; social intelligence; and text mining and NLP. The proceedings also contains 2 contributions of the AI 2016 doctoral consortium and 6 contributions of the SMA 2016.Advances in Visual Informatics: 8th International Visual Informatics Conference, IVIC 2023, Selangor, Malaysia, November 15–17, 2023, Proceedings (Lecture Notes in Computer Science #14322)
Par Peter Robinson, Timothy K. Shih, Halimah Badioze Zaman, Alan F. Smeaton, Mohammad Nazir Ahmad, Bo Nørregaard Jørgensen, Renato Lima De Oliveira, Rabiah Abdul Kadir, Ummul Hanan Mohamad. 2024
This book constitutes the refereed proceedings of the 8th International Conference on Advances in Visual Informatics, IVIC 2023, held in…
Selangor, Malaysia in November 2023.The 51 full papers presented were carefully reviewed and selected from 101 submissions. The conference focused on 6 tracks: Modeling and Simulation, Mixed Reality and HCI, Systems Integration and IoT, Cybersecurity, Energy Informatics and Intelligent Data Analytics.Cheer and Loathing: Scattered Ramblings on Indie Animation (Focus Animation Ser.)
Par Chris Robinson. 2024
One of the most acclaimed writers in animation returns with this informal sequel to his previous books on indie animation,…
Unsung Heroes of Animation, Animators Unearthed, and Mad Eyed Misfits. In this collection, award-winning writer, Chris Robinson, looks at a wide range of films, topics (sex, censorship, cultural politics, programming, felt, gifs, VR, dogs) and filmmakers (Masaaki Yuasa, Xi Chen, Gil Alkabetz, Jacques Drouin, Bordo, Rosto, Joaquín Cociña, Cristóbal León, George Schwizgebel, Lizzy Hobbs, Andreas Hykade, Leah Shore, and many others). Eclectic, brief, fiery, and opinionated, Robinson’s gonzo-tinged writing will amuse, confuse, annoy, and maybe even inspire while, hopefully introducing readers to the wonders of independently-produced animation.This book involves the design, analysis, and application of various cognitive predictive maintenance tests with the help of tools like…
vibration analysis, ultrasonic analysis, infrared analysis, oil analysis, laser-shaft alignment, and motor circuit analysis in the prediction of various cognitive diseases such as epilepsy, Parkinson’s disease, Alzheimer’s disease, and depression. These are needed since there are no proper medical tests available to predict these diseases in remote areas at an early stage. Various emerging technologies are analyzed for the design of tests. Key features: Incorporates innovative processes for treating cognitive diseases. Early and exact identification and treatment strategies are incorporated. Future technologies like artificial intelligence, machine learning, the IoT, and data science are used to find solutions. Analysis with existing cognitive disease solutions is incorporated and simulations provided. The novelty of the book lies in the accurate prediction of cognitive diseases. Encompassing future technologies and various communication protocols or devices available for cognitive diseases for the design of new equipment are an outcome of the book. Various parameters like power consumption, productivity, and safety should be taken into account during the analysis, design, and application of a product. The book could well be added to the curriculum of medical colleges and biomedical engineering students. Possible vendors include biomedical research centers like Biotechnika and the Indian Council of Medical Research (ICMR). It would be a breakthrough for biomedical companies to launch their new products.Consumer Behaviour and Analytics (Mastering Business Analytics Ser.)
Par Andrew Smith. 2024
The second edition of Consumer Behaviour and Analytics provides a consumer behaviour textbook for the new marketing reality. In a…
world of Big Data, machine learning and artificial intelligence, this key text reviews the issues, research and concepts essential for navigating this new terrain. It demonstrates how we can use data-driven insight and merge this with insight from extant research to inform knowledge-driven decision-making. Adopting a practical and managerial lens, while also exploring the rich lineage of academic consumer research, this textbook approaches its subject from a refreshing and original standpoint. It contains numerous accessible examples, scenarios and exhibits, and condenses the disparate array of relevant work into a workable, coherent, synthesized and readable whole. Providing an effective tour of the concepts and ideas most relevant in the age of analytics-driven marketing (from data visualization to semiotics), the book concludes with an adaptive structure to inform managerial decision-making. Consumer Behaviour and Analytics provides a unique distillation from a vast array of social and behavioural research merged with the knowledge potential of digital insight. It offers an effective and efficient summary for undergraduate, postgraduate or executive courses in consumer behaviour and marketing analytics, and also functions as a supplementary text for other marketing modules. Online resources include PowerPoint slides.Proceedings of 2023 Chinese Intelligent Systems Conference: Volume I (Lecture Notes in Electrical Engineering #1089)
Par Yingmin Jia, Weicun Zhang, Yongling Fu, Jiqiang Wang. 2023
This book constitutes the proceedings of the 19th Chinese Intelligent Systems Conference, CISC 2023, which was held during October 14–15,…
2023, in Ningbo, Zhejiang, China. The book focuses on new theoretical results and techniques in the field of intelligent systems and control. This is achieved by providing in-depth studies of a number of important topics such as multi-agent systems, complex networks, intelligent robots, complex systems theory and swarm behavior, event-driven and data-driven control, robust and adaptive control, big data and brain science, process control, intelligent sensors and detection technology, deep learning and learning control, navigation and control of aerial vehicles, and so on. The book is particularly suitable for readers interested in learning intelligent systems and control and artificial intelligence. The book can benefit researchers, engineers and graduate students.Bioinformatics Research and Applications: 19th International Symposium, ISBRA 2023, Wrocław, Poland, October 9–12, 2023, Proceedings (Lecture Notes in Computer Science #14248)
Par Xuan Guo, Alexander Zelikovsky, Serghei Mangul, Murray Patterson. 2023
This book constitutes the refereed proceedings of the 19th International Symposium on Bioinformatics Research and Applications, ISBRA 2023, held in…
Wrocław, Poland, during October 9–12, 2023.The 28 full papers and 16 short papers included in this book were carefully reviewed and selected from 89 submissions. They were organized in topical sections as follows: reconciling inconsistent molecular structures from biochemical databases; radiology report generation via visual recalibration and context gating-aware; sequence-based nanobody-antigen binding prediction; and hist2Vec: kernel-based embeddings for biological sequence classification.Cyber Resilience in Critical Infrastructure
Par Sinan Küfeoğlu, Abdullah Talip Akgün. 2024
Critical infrastructure sectors are those whose assets, systems, and networks, whether physical or virtual, are deemed so important to nations…
that their incapacitation or destruction would have a crippling effect on national security, national economic security, national public health or safety, or any combination of these. Each country might define their unique critical infrastructure. In this book, we compiled nine critical infrastructure sectors: Emergency Services, Energy, Finance, Food, Government, Health, Telecommunications, Transport, and Water. The continuity of services in these sectors is vital for the daily lives of societies and economies. This study introduces 49 case studies from various parts of the world. This book investigates Cyber Resilience in Critical Infrastructure by paying attention to recommending a national-level cyber resilience framework for all nations to use. Furthermore, we present sectoral analysis and case studies for each infrastructure by going through an in-depth analysis. As military tensions grow in many parts of the world, nations are alarmed and focused on their national cyber resilience, especially the reliability of their critical infrastructure. We believe this book will be a popular reference and guidebook for a wide range of readers worldwide, from governments to policymakers, from industry to the finance sector, and many others.Natural Language Processing and Chinese Computing: 12th National CCF Conference, NLPCC 2023, Foshan, China, October 12–15, 2023, Proceedings, Part II (Lecture Notes in Computer Science #14303)
Par Fei Liu, Yu Hong, Nan Duan, Qingting Xu. 2023
This three-volume set constitutes the refereed proceedings of the 12th National CCF Conference on Natural Language Processing and Chinese Computing, NLPCC 2023,…
held in Foshan, China, during October 12–15, 2023. The ____ regular papers included in these proceedings were carefully reviewed and selected from 478 submissions. They were organized in topical sections as follows: dialogue systems; fundamentals of NLP; information extraction and knowledge graph; machine learning for NLP; machine translation and multilinguality; multimodality and explainability; NLP applications and text mining; question answering; large language models; summarization and generation; student workshop; and evaluation workshop.Medical Image Learning with Limited and Noisy Data: Second International Workshop, MILLanD 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8, 2023, Proceedings (Lecture Notes in Computer Science #14307)
Par Marius George Linguraru, Sameer Antani, Feng Yang, Sharon Xiaolei Huang, Ghada Zamzmi, Sivaramakrishnan Rajaraman, Zhiyun Xue, Zhaohui Liang. 2023
This book consists of full papers presented in the 2nd workshop of ”Medical Image Learning with Noisy and Limited Data…
(MILLanD)” held in conjunction with the 26th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2023).The 24 full papers presented were carefully reviewed and selected from 38 submissions. The conference focused on challenges and limitations of current deep learning methods applied to limited and noisy medical data and present new methods for training models using such imperfect data.Intelligent Interpretation for Geological Disasters: From Space-Air-Ground Integration Perspective
Par Lizhe Wang, Cheng Zhong, Weitao Chen, Xuwen Qin. 2023
This book comprehensively utilizes the new generation of artificial intelligence and remote sensing science and technology to systematically carry out…
researches on high-precision recognition, monitoring, analysis, and assessment of geological disasters by using different technologies of "ground, airspace, and space-based systems" and different scales of "target-semantic-region". The main contents include: 1) Intelligent interpretation theory and methods of geological disasters, 2) Intelligent analysis of landslide based on long-term ground monitoring data, 3) Intelligent analysis of landslide evolution based on optical satellite remote sensing data, 4) Deep learning-based remote sensing detection of landslide, 5) Intelligent assessment methods of landslide susceptibility, 6) Intelligent recognition of ground figure based on airspace-based remote sensing data. The book is of interest to graduate student, scientific, and technological personnel who work in the area of geological disasters, natural hazards, remote sensing, and artificial intelligence.This book constitutes the refereed proceedings of the 43rd SGAI International Conference on Artificial Intelligence, AI 2023, held in Cambridge, UK, during December 12–14,…
2023.The 27 full papers and 20 short papers included in this book are carefully reviewed and selected from 67 submissions. They were organized in topical sections as follows: Technical Papers: Speech and Natural Language Analysis, Image Analysis, Neural Nets, Case Based Reasoning and Short Technical Papers. Application Papers: Machine Learning Applications, Machine Vision Applications, Knowledge Discovery and Data Mining Applications, other AI Applications and Short Application Papers.Practical GraphQL: Learning Full-Stack GraphQL Development with Projects
Par Nabendu Biswas. 2023
Master the query language that is revolutionizing how websites are developed and built. This book is a hands-on guide to…
GraphQL, and will teach you how to use this open source tool to develop and deploy applications quickly and with minimal fuss.Using a project-based approach, you'll learn how to use GraphQL from the ground up. You'll start with the basics, including set up and key details regarding queries and mutations, before moving on to more advanced topics and projects. Over the course of the book, you will gain a thorough understanding of the web development ecosystem from frontend to backend by building React applications using Prisma Apollo Client and MongoDB.After completing this book, you'll be equipped with the knowledge and skills needed to turbo charge your own enterprise projects.What You'll LearnUnderstand what GraphQL is and how to use itDistinguish between queries and mutations, and how to leverage themGain a greater knowledge of full-stack applications with React, Apollo Server, and Apollo ClientCreate a full stack application with React and PrismaWho This Book Is ForDevelopers and engineers who want to learn about GraphQL so that they can implement in their enterprise React projects. This book is aimed at both backend developers and full stack developers who want to learn to create backend queries using GraphQL.Pro Bash: Learn to Script and Program the GNU/Linux Shell
Par Jayant Varma. 2023
Learn how to effectively utilize the Bash shell in your programming. This refreshed and expanded third edition has been updated…
to Bash 5.2, and many scripts have been rewritten to make them more idiomatically Bash, taking better advantage of features specific to Bash. It is easy to read, understand, and will teach you how to get to grips with Bash programming without drowning you in pages and pages of syntax.Using this book you will be able to use the shell efficiently, make scripts run faster using expansion and external commands, and understand how to overcome many common mistakes that cause scripts to fail. This book is perfect for all beginning Linux and Unix system administrators who want to be in full control of their systems, and really get to grips with Bash programming.The Bash shell is a complete programming language, not merely a glue to combine external Linux commands. By taking full advantage of Shell internals, Shell programs can perform as snappily as utilities written in C or other compiled languages. And you will see how, without assuming UNIX lore, you can write professional Bash programs through standard programming techniques.What You'll Learn Use the Bash shell to write utilities and accomplish most programming tasksReplace many external commands with shell parameter expansion making scripts very fastAvoid many common mistakes that cause scripts to failSee how Bash’s read line and history libraries can save typing when getting user inputBuild shell scripts that get information from the WebWho This Book Is ForDevelopers, programmers, and open source enthusiasts who want to write scripts using Bash on multiple platformsAI Applications to Communications and Information Technologies: The Role of Ultra Deep Neural Networks
Par Daniel Minoli, Benedict Occhiogrosso. 2024
AI Applications to Communications and Information Technologies Apply the technology of the future to networking and communications. Artificial intelligence, which…
enables computers or computer-controlled systems to perform tasks which ordinarily require human-like intelligence and decision-making, has revolutionized computing and digital industries like few other developments in recent history. Tools like artificial neural networks, large language models, and deep learning have quickly become integral aspects of modern life. With research and development into AI technologies proceeding at lightning speeds, the potential applications of these new technologies are all but limitless. AI Applications to Communications and Information Technologies offers a cutting-edge introduction to AI applications in one particular set of disciplines. Beginning with an overview of foundational concepts in AI, it then moves through numerous possible extensions of this technology into networking and telecommunications. The result is an essential introduction for researchers and for technology undergrad/grad student alike. AI Applications to Communications and Information Technologies readers will also find: In-depth analysis of both current and evolving applications Detailed discussion of topics including generative AI, chatbots, automatic speech recognition, image classification and recognition, IoT, smart buildings, network management, network security, and more An authorial team with immense experience in both research and industry AI Applications to Communications and Information Technologies is ideal for researchers, industry observers, investors, and advanced students of network communications and related fields.Training Data for Machine Learning
Par Anthony Sarkis. 2024
Your training data has as much to do with the success of your data project as the algorithms themselves because…
most failures in AI systems relate to training data. But while training data is the foundation for successful AI and machine learning, there are few comprehensive resources to help you ace the process. In this hands-on guide, author Anthony Sarkis--lead engineer for the Diffgram AI training data software--shows technical professionals, managers, and subject matter experts how to work with and scale training data, while illuminating the human side of supervising machines. Engineering leaders, data engineers, and data science professionals alike will gain a solid understanding of the concepts, tools, and processes they need to succeed with training data.With this book, you'll learn how to:Work effectively with training data including schemas, raw data, and annotationsTransform your work, team, or organization to be more AI/ML data-centricClearly explain training data concepts to other staff, team members, and stakeholdersDesign, deploy, and ship training data for production-grade AI applicationsRecognize and correct new training-data-based failure modes such as data biasConfidently use automation to more effectively create training dataSuccessfully maintain, operate, and improve training data systems of record6G is currently under definition, being often addressed from a plain telecommunications perspective as an evolutionary paradigm that represents an…
extension of 5G. Having as a horizon 2030, 6G initiatives are being deployed across the globe to further ignite the development of 6G services. At its philosophical core, 6G embodies the "human in the loop" principle. The research effort being developed towards 6G requires an interdisciplinary approach that ignites discussion across different key technological sectors, ranging from communications up to services and business cases. The contributions of this book to research in the field concern an evolutionary and interdisciplinary design of 6G as a paradigm that can be addressed by working together four different computational areas: communications; satellites and navigation; sensing; services. The book is derived from initial brainstorming that was developed during the 11th CONASENSE Symposium held in October 2021 in fortiss, Munich, Germany. Several international experts contribute to an overview of 6G key challenges, new networking trends and challenges to be overcome, and advanced 6G services. The book starts with a perspective on 6G challenges and use-cases beyond the 2030 horizon, to then continue to address the role of non-terrestrial networks and cognitive, service-centric satellite networks in future 6G services. Still with focus on 6G adaptive networking, the book continues with a debate on the need to integrate social awareness based on an interdisciplinary approach in network operations. Then, specific examples of advanced services (quantum imaging and holography; localization of the Internet of remote things) are discussed. The book is, therefore, intended to assist in developing critical thinking to back up novel networking, applications, and services towards 6G.Technology in Education. Innovative Practices for the New Normal: 6th International Conference on Technology in Education, ICTE 2023, Hong Kong, China, December 19–21, 2023, Proceedings (Communications in Computer and Information Science #1974)
Par Kam Cheong Li, Fu Lee Wang, Simon K. S. Cheung, Kongkiti Phusavat, Naraphorn Paoprasert, Peerayuth Charnsethikul. 2024
This book constitutes the refereed proceedings of the 6th International Conference on Technology in Education. Innovations for Online Teaching and Learning, ICTE…
2023, held in Hong Kong, China, during December 19–21, 2023.The 30 full papers included in this book were carefully reviewed and selected from 74 submissions. They were organized in topical sections as follows: keynote papers; online and innovative learning; personalized and individualized learning; smart learning environment; artificial intelligence in education; and institutional strategies and practices.Advances in Soft Computing: 22nd Mexican International Conference on Artificial Intelligence, MICAI 2023, Yucatán, Mexico, November 13–18, 2023, Proceedings, Part II (Lecture Notes in Computer Science #14392)
Par Hiram Calvo, Lourdes Martínez-Villaseñor, Hiram Ponce. 2024
The two-volume set LNAI 14391 and 14392 constitutes the proceedings of the 22nd Mexican International Conference on Artificial Intelligence, MICAI…
2023, held in Yucatán, Mexico, in November 2023.The total of 49 papers presented in these two volumes was carefully reviewed and selected from 115 submissions.The proceedings of MICAI 2023 are published in two volumes. The first volume, Advances in Computational Intelligence, contains 24 papers structured into three sections:– Machine Learning– Computer Vision and Image Processing– Intelligent SystemsThe second volume, Advances in Soft Computing, contains 25 papers structured into three sections:– Natural Language Processing– Bioinformatics and Medical Applications– Robotics and ApplicationsArtificial Life and Evolutionary Computation: 16th Italian Workshop, WIVACE 2022, Gaeta, Italy, September 14–16, 2022, Revised Selected Papers (Communications in Computer and Information Science #1780)
Par Leonardo Vanneschi, Claudio De Stefano, Francesco Fontanella. 2023
This book constitutes the refereed proceedings of the 16th Italian Workshop on Artificial Life and Evolutionary Computation, WIVACE 2022, held…
in Gaeta, Italy, during September 14–16, 2022. The 21 full papers and 3 short papers included in this book were carefully reviewed and selected from 45 submissions. They were organized in topical sections as follows: answer set programming; networks and complex systems, metaheuristics, robotics, and machine learning