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Learning Automata and Their Applications to Intelligent Systems
Par MengChu Zhou, JunQi Zhang. 2024
Comprehensive guide on learning automata, introducing two variants to accelerate convergence and computational update speed Learning Automata and Their Applications…
to Intelligent Systems provides a comprehensive guide on learning automata from the perspective of principles, algorithms, improvement directions, and applications. The text introduces two variants to accelerate the convergence speed and computational update speed, respectively; these two examples demonstrate how to design new learning automata for a specific field from the aspect of algorithm design to give full play to the advantage of learning automata. As noisy optimization problems exist widely in various intelligent systems, this book elaborates on how to employ learning automata to solve noisy optimization problems from the perspective of algorithm design and application. The existing and most representative applications of learning automata include classification, clustering, game, knapsack, network, optimization, ranking, and scheduling. They are well-discussed. Future research directions to promote an intelligent system are suggested. Written by two highly qualified academics with significant experience in the field, Learning Automata and Their Applications to Intelligent Systems covers such topics as: Mathematical analysis of the behavior of learning automata, along with suitable learning algorithms Two application-oriented learning automata: one to discover and track spatiotemporal event patterns, and the other to solve stochastic searching on a line Demonstrations of two pioneering variants of Optimal Computing Budge Allocation (OCBA) methods and how to combine learning automata with ordinal optimization How to achieve significantly faster convergence and higher accuracy than classical pursuit schemes via lower computational complexity of updating the state probabilityA timely text in a rapidly developing field, Learning Automata and Their Applications to Intelligent Systems is an essential resource for researchers in machine learning, engineering, operation, and management. The book is also highly suitable for graduate level courses on machine learning, soft computing, reinforcement learning and stochastic optimization.The Good Habit Workbook: A Practical Toolkit to Help You Change Your Life One Good Habit at a Time
Par Freya Stephens. 2023
Break away from bad habits and build healthy ones with this step-by-step workbook, which will help you make positive changes…
in your life. Including practical advice, effective tips and guided exercises, it will help you free yourself from negative cycles and replace them with positive, productive habits for long-term health and happiness.Proceedings of International Conference on Paradigms of Communication, Computing and Data Analytics: PCCDA 2023 (Algorithms for Intelligent Systems)
Par Anupam Yadav, Meng-Hiot Lim, Satyasai Jagannath Nanda. 2023
This book is a collection of selected high-quality research papers presented at International Conference on Paradigms of Communication, Computing and…
Data Analytics (PCCDA 2023), held at South Asian University, New Delhi, India, during 22–23 April 2023. It discusses cutting-edge research in the areas of advanced computing, communications and data science techniques. The book is a collection of latest research articles in computation algorithm, communication and data sciences, intertwined with each other for efficiency.Data Centric Artificial Intelligence: A Beginner’s Guide (Data-Intensive Research)
Par Parikshit N. Mahalle, Gitanjali R. Shinde, Yashwant S. Ingle, Namrata N. Wasatkar. 2023
This book discusses the best research roadmaps, strategies, and challenges in data-centric approach of artificial intelligence (AI) in various domains.…
It presents comparative studies of model-centric and data-centric AI. It also highlights different phases in data-centric approach and data-centric principles. The book presents prominent use cases of data-centric AI. It serves as a reference guide for researchers and practitioners in academia and industry.Health Information Science: 12th International Conference, HIS 2023, Melbourne, VIC, Australia, October 23–24, 2023, Proceedings (Lecture Notes in Computer Science #14305)
Par Yan Li, Rui Zhou, Lu Chen, Zhisheng Huang, Manik Sharma. 2023
This book constitutes the refereed proceedings of the 12th International Conference on Health Information Science, HIS 2023, held in Melbourne, VIC, Australia, during October…
23–24, 2023.The 20 full papers and 9 short papers included in this book were carefully reviewed and selected from 54 submissions. They were organized in topical sections as follows: Depression & Mental Health, Data Security, Privacy & Healthcare Systems, Neurological & Cognitive Disease Studies, COVID-19 Impact Studies, Advanced Medical Data & AI Techniques, Predictive Analysis & Disease Recognition, Medical Imaging & Dataset Exploration, Elderly Care and Knowledge Systems.Intelligent Robotics and Applications: 16th International Conference, ICIRA 2023, Hangzhou, China, July 5–7, 2023, Proceedings, Part III (Lecture Notes in Computer Science #14269)
Par Honghai Liu, Zhouping Yin, Huayong Yang, Lianqing Liu, Geng Yang, Jun Zou, Xiaoping Ouyang, Zhiyong Wang. 2023
The 9-volume set LNAI 14267-14275 constitutes the proceedings of the 16th International Conference on Intelligent Robotics and Applications, ICIRA 2023,…
which took place in Hangzhou, China, during July 5–7, 2023.The 413 papers included in these proceedings were carefully reviewed and selected from 630 submissions. They were organized in topical sections as follows:Part I: Human-Centric Technologies for Seamless Human-Robot Collaboration; Multimodal Collaborative Perception and Fusion; Intelligent Robot Perception in Unknown Environments; Vision-Based Human Robot Interaction and Application.Part II: Vision-Based Human Robot Interaction and Application; Reliable AI on Machine Human Reactions; Wearable Sensors and Robots; Wearable Robots for Assistance, Augmentation and Rehabilitation of Human Movements; Perception and Manipulation of Dexterous Hand for Humanoid Robot.Part III: Perception and Manipulation of Dexterous Hand for Humanoid Robot; Medical Imaging for Biomedical Robotics; Advanced Underwater Robot Technologies; Innovative Design and Performance Evaluation of Robot Mechanisms; Evaluation of Wearable Robots for Assistance and Rehabilitation; 3D Printing Soft Robots.Part IV: 3D Printing Soft Robots; Dielectric Elastomer Actuators for Soft Robotics; Human-like Locomotion and Manipulation; Pattern Recognition and Machine Learning for Smart Robots.Part V: Pattern Recognition and Machine Learning for Smart Robots; Robotic Tactile Sensation, Perception, and Applications; Advanced Sensing and Control Technology for Human-Robot Interaction; Knowledge-Based Robot Decision-Making and Manipulation; Design and Control of Legged Robots.Part VI: Design and Control of Legged Robots; Robots in Tunnelling and Underground Space; Robotic Machining of Complex Components; Clinically Oriented Design in Robotic Surgery and Rehabilitation; Visual and Visual-Tactile Perception for Robotics.Part VII: Visual and Visual-Tactile Perception for Robotics; Perception, Interaction, and Control of Wearable Robots; Marine Robotics and Applications; Multi-Robot Systems for Real World Applications; Physical and Neurological Human-Robot Interaction.Part VIII: Physical and Neurological Human-Robot Interaction; Advanced Motion Control Technologies for Mobile Robots; Intelligent Inspection Robotics; Robotics in Sustainable Manufacturing for Carbon Neutrality; Innovative Design and Performance Evaluation of Robot Mechanisms.Part IX: Innovative Design and Performance Evaluation of Robot Mechanisms; Cutting-Edge Research in Robotics.Provable and Practical Security: 17th International Conference, ProvSec 2023, Wuhan, China, October 20–22, 2023, Proceedings (Lecture Notes in Computer Science #14217)
Par Mingwu Zhang, Man Ho Au, Yudi Zhang. 2023
This volume LNCS 14217 constitutes the refereed proceedings of the 17th International Conference on Provable and Practical Security, ProvSec 2023,…
held in Wuhan, China, during October 2023. The 20 full papers presented together with 3 short papers were carefully reviewed and selected from 71 submissions. The conference focuses on Fundamentals & Cryptographic Primitives; Cryptanalysis; Signature; Encryption; Privacy Preservation; and Blockchain Security.This book constitutes the refereed post-conference proceedings of the 19th International Conference on Computer Science and Education in Computer Science,…
CSECS 2023, held in June 2023 in Boston, MA, USA.The 23 full papers and 9 short papers were carefully reviewed and selected from 88 submissions. The papers cover many systems technologies, applications, and services as well as solutions. Multiple topics have been addressed including the theory of computation, models of computation, computational complexity and cryptography, logic, design, and analysis of algorithms, network architectures, performance evaluation, network services, software engineering, software creation, and management, applied computing, machine learning, and education.Artificial Intelligence: A Textbook
Par Charu C. Aggarwal. 2021
This textbook covers the broader field of artificial intelligence. The chapters for this textbook span within three categories:Deductive reasoning methods: These…
methods start with pre-defined hypotheses and reason with them in order to arrive at logically sound conclusions. The underlying methods include search and logic-based methods. These methods are discussed in Chapters 1through 5.Inductive Learning Methods: These methods start with examples and use statistical methods in order to arrive at hypotheses. Examples include regression modeling, support vector machines, neural networks, reinforcement learning, unsupervised learning, and probabilistic graphical models. These methods are discussed in Chapters~6 through 11. Integrating Reasoning and Learning: Chapters~11 and 12 discuss techniques for integrating reasoning and learning. Examples include the use of knowledge graphs and neuro-symbolic artificial intelligence.The primary audience for this textbook are professors and advanced-level students in computer science. It is also possible to use this textbook for the mathematics requirements for an undergraduate data science course. Professionals working in this related field many also find this textbook useful as a reference.Integral Methods in Science and Engineering: Analytic and Computational Procedures
Par Christian Constanda, Paul J. Harris, Bardo E. J. Bodmann. 2023
This volume contains a collection of articles on state-of-the-art developments in the construction of theoretical integral techniques and their application…
to specific problems in science and engineering. Chapters in this book are based on talks given at the Seventeenth International Conference on Integral Methods in Science and Engineering, held virtually in July 2022, and are written by internationally recognized researchers. This collection will be of interest to researchers in applied mathematics, physics, and mechanical, electrical, and petroleum engineering, as well as graduate students in these disciplines and other professionals for whom integration is an essential working tool.Agile Datenkompetenz: Reporting-Prozesse mit und ohne Excel gestalten
Par Andrea Weichand. 2023
In diesem Buch hinterfragt Andrea Weichand die bestehenden Reporting-Routinen. Die manuelle Arbeit im bekannten Tabellenkalkulationsprogramm Excel hat sich nicht nur…
etabliert, sie nimmt auch weiterhin zu. Dies ist ein großes Problem für die Innovations- und Zukunftsfähigkeit so mancher Controlling-, Sales-, oder Marketingabteilungen. Wie datenkompetent ist ein Unternehmen, wenn ein Großteil der Datenarbeit in Excel zurechtgeschustert wird? Wie schafft man es im Berufsalltag, Daten effizient und mit hoher Qualität in passende Datenprodukte zu bringen? Welche Rolle spielt die Pivot-Tabelle? Weichand beschreibt einen neuen Weg zu mehr Datenkompetenz und erklärt, warum die Prinzipien Kreativität, Strategie und Agilität so wertvoll dabei sind. Ihr Ziel ist es, all die Angestellten, die sich Tag für Tag mit ihren anstrengenden und monströsen Excel-Dateien quälen, zu ermutigen,die Datenprozesse (mit und ohne Excel) zu automatisieren,die eigene Datenkompetenz weiterzuentwickeln undeine kreative, zukunftsfähige Perspektive für agile Datenarbeit einzunehmen.Tú, contigo y por ti: Espabila y cáete bien
Par Ángela Sánchez Del Río. 2023
Este libro solo es un libro, pero quizá es también el impulso que necesitas. Quiero que veas que otro tú…
es posible. Quiero que consigas el cambio. Quiero ayudarte.Este libro es una llamada a la acción. Un empujoncito -sin presión, pero con mimo y humor- para detectar y cambiar los hábitos, conductas y pensamientos que te alejan de la realidad en la que te gustaría vivir y de la versión de ti que te gustaría ser. Eres tú, contigo y por ti para toda la vida. Por eso mereces caerte bien y ver de una vez tus posibilidades.Service-Oriented and Cloud Computing: 10th IFIP WG 6.12 European Conference, ESOCC 2023, Larnaca, Cyprus, October 24–25, 2023, Proceedings (Lecture Notes in Computer Science #14183)
Par George A. Papadopoulos, Jacopo Soldani, Florian Rademacher. 2023
This book constitutes the constitutes the refereed proceedings of the 10th IFIP WG 6.12 European Conference on Service-Oriented and Cloud Computing , ESOCC…
2023, held in Larnaca, Cyprus, during October 24–26, 2023. The 12 full papers and 4 short papers included in this book were carefully reviewed and selected from 40 submissions. They were organized in topical sections as follows: Microservices; Quality of Service; Service Orchestration; Edge Computing; PhD Symposium; and Industry Projects Track.Magnetic Resonance Brain Imaging: Modelling and Data Analysis Using R (Use R!)
Par Jörg Polzehl, Karsten Tabelow. 2023
This book discusses modelling and analysis of Magnetic Resonance Imaging (MRI) data of the human brain. For the data processing…
pipelines we rely on R, the software environment for statistical computing and graphics. The book is intended for readers from two communities: Statisticians, who are interested in neuroimaging and look for an introduction to the acquired data and typical scientific problems in the field and neuroimaging students, who want to learn about the statistical modeling and analysis of MRI data. Being a practical introduction, the book focuses on those problems in data analysis for which implementations within R are available. By providing full worked-out examples the book thus serves as a tutorial for MRI analysis with R, from which the reader can derive its own data processing scripts.The book starts with a short introduction into MRI. The next chapter considers the process of reading and writing common neuroimaging data formats to and from the R session. The main chapters then cover four common MR imaging modalities and their data modeling and analysis problems: functional MRI, diffusion MRI, Multi-Parameter Mapping and Inversion Recovery MRI. The book concludes with extended Appendices on details of the utilize non-parametric statistics and on resources for R and MRI data.The book also addresses the issues of reproducibility and topics like data organization and description, open data and open science. It completely relies on a dynamic report generation with knitr: The books R-code and intermediate results are available for reproducibility of the examples.Advances in Neural Computation, Machine Learning, and Cognitive Research VII: Selected Papers from the XXV International Conference on Neuroinformatics, October 23-27, 2023, Moscow, Russia (Studies in Computational Intelligence #1120)
Par Boris Kryzhanovsky, Witali Dunin-Barkowski, Vladimir Redko, Yury Tiumentsev, Valentin Klimov. 2023
This book describes new theories and applications of artificial neural networks, with a special focus on answering questions in neuroscience,…
biology and biophysics and cognitive research. It covers a wide range of methods and technologies, including deep neural networks, large-scale neural models, brain–computer interface, signal processing methods, as well as models of perception, studies on emotion recognition, self-organization and many more. The book includes both selected and invited papers presented at the XXV International Conference on Neuroinformatics, held on October 23-27, 2023, in Moscow, Russia.Intelligent Reflecting Surface-Aided Physical-Layer Security (Wireless Networks)
Par Jiangzhou Wang, Feng Shu. 2023
This book discusses the problems of Physical Layer Security (PLS) in Intelligent Reflecting Surface (IRS)-assisted wireless networks.It also discusses the…
corresponding methods to solve these problems in a comprehensive style. Furthermore, some potential challenges are well analyzed.This book is divided into 11 chapters. Chapter 1 introduces the propagation characteristics of IRS-aided PLS communications. From Chapter 2 to Chapter 10,The authors mainly provide deep investigations of different PLS problems of IRS-aided wireless networks, namely, directional modulation (DM) networks. Chapter 11 draws a conclusion and includes the future research directions.Researchers working in wireless communications, or advanced-level computer science or electrical engineering students, can learn about secure communication in the physical layer through our book.Professionals or engineers working in this field will also benefit from this book.Service-Oriented Computing: 17th Symposium and Summer School, SummerSOC 2023, Heraklion, Crete, Greece, June 25 – July 1, 2023, Revised Selected Papers (Communications in Computer and Information Science #1847)
Par Frank Leymann, Schahram Dustdar, Marco Aiello, Johanna Barzen. 2023
This book constitutes the refereed proceedings of the 17th Symposium and Summer School, SummerSOC 2023, held in Heraklion, Crete, Greece,…
in June 25–July 1, 2023.The 6 full papers and 3 short papers presented in this book were carefully reviewed and selected from 27 submissions.They are organized in the following sections as follows: Distributed Systems; Smart; and Mixed Technologies.The Human Firewall: Wie eine Kultur der Cyber-Sicherheit geschaffen wird (essentials)
Par Florian Jörgens. 2023
Nicht nur im privaten Umfeld, auch im beruflichen sind Computer, Smartphones und das Internet Begleiter unseres täglichen Lebens. Dabei spielt…
der Schutz von Informationen eine wichtige Rolle. Über 70% aller Cyber-Angriffe zielen auf den Nutzer ab, lediglich ein kleiner Teil auf die tatsächlichen Systeme. Daher sind geschulte und aufmerksame Mitarbeiter ein unabdingbarer Bestandteil der allgemeinen Sicherheitsstrategie zum Schutz der Informationen. Das Ziel ist dabei der Aufbau einer Kultur der Cyber-Sicherheit, einer sogenannten human firewall.Buenos hábitos: Una guía minimalista para una vida mejor
Par Fumio Sasaki. 2018
Del autor del bestseller internacional Goodbye, Things, llega un nuevo fenómeno: una guía que nos ayudará a adoptar nuevos hábitos…
y a convertirnos en la mejor versión de nosotros mismos. Fumio Sasaki cambió su vida cuando se convirtió en minimalista, pero antes que nada tuvo que convertirlo en un hábito. Todos nosotros vivimos nuestras vidas basándonos en los hábitos que hemos ido formando, desde el momentoen que nos levantamos por la mañana hasta lo que comemos y bebemos o la probabilidad de que lleguemos a ir o no al gimnasio. En Buenos hábitos, Sasaki nos explica cómo podemos adquirir los nuevos hábitos que queremos y, lo más importante, cómo deshacernos de aquellos que no nos hacen ningún bien. Basándose en las principales teorías sobre la ciencia de la formación de hábitos de la psicología cognitiva, la neurociencia y la sociología,junto con ejemplos de la cultura popular y las técnicas experimentadas por el propio autor, Fumio Sasaki desentraña las percepciones erróneas y comunes sobre conceptos como «fuerza de voluntad» y «talento», ofreciendo una guía paso a paso hacia el equilibrio y el éxito, una serie de principios para crear unos buenos hábitos para mejorar y cambiar nuestra vida. La crítica ha dicho...«Una guía práctica que ofrece una metodología para desarrollar hábitos útiles y saludables. A aquellos a los que se les haga difícil establecer una rutina les encantará el método Sasaki.»Publishers Weekly«Solo diré que hoy mismo comienzo con un par de hábitos que, después de reflexionar, creo que van a ser beneficiosos para mi vida. ¡Muy recomendado!»Aytaragc, BabelioC# 12 in a Nutshell
Par Joseph Albahari. 2024
Ebook available on November 16, 2023When you have questions about C# 12 or .NET 8, this best-selling guide has the…
answers you need. C# is a language of unusual flexibility and breadth, and with its continual growth, there's always so much more to learn. In the tradition of O'Reilly's Nutshell guides, this thoroughly updated edition is simply the best one-volume reference to the C# language available today.Aimed at intermediate and advanced programmers, this is a book whose explanations get straight to the point, covering C#, the CLR, and the core .NET libraries in depth without long intros or bloated samples.Get up to speed on C# from syntax and variables to advanced topics such as pointers, closures, and patternsDig deep into LINQ, with three chapters dedicated to the topicExplore concurrency and asynchrony, advanced threading, and parallel programmingWork with .NET features including regular expressions, networking, assemblies, spans, cryptography, and reflection.emit