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Books > Computing & IT > Applications of computing > Artificial intelligence > Knowledge-based systems / expert systems

Machine Learning for Networking - Third International Conference, MLN 2020, Paris, France, November 24-26, 2020, Revised... Machine Learning for Networking - Third International Conference, MLN 2020, Paris, France, November 24-26, 2020, Revised Selected Papers (Paperback, 1st ed. 2021)
Eric Renault, Selma Boumerdassi, Paul Muhlethaler
R1,434 Discovery Miles 14 340 Ships in 18 - 22 working days

This book constitutes the thoroughly refereed proceedings of the Second International Conference on Machine Learning for Networking, MLN 2019, held in Paris, France, in December 2019. The 26 revised full papers included in the volume were carefully reviewed and selected from 75 submissions. They present and discuss new trends in deep and reinforcement learning, pattern recognition and classification for networks, machine learning for network slicing optimization, 5G system, user behavior prediction, multimedia, IoT, security and protection, optimization and new innovative machine learning methods, performance analysis of machine learning algorithms, experimental evaluations of machine learning, data mining in heterogeneous networks, distributed and decentralized machine learning algorithms, intelligent cloud-support communications, ressource allocation, energy-aware communications, software de ned networks, cooperative networks, positioning and navigation systems, wireless communications, wireless sensor networks, underwater sensor networks.

Benchmarking, Measuring, and Optimizing - Third BenchCouncil International Symposium, Bench 2020, Virtual Event, November... Benchmarking, Measuring, and Optimizing - Third BenchCouncil International Symposium, Bench 2020, Virtual Event, November 15-16, 2020, Revised Selected Papers (Paperback, 1st ed. 2021)
Felix Wolf, Wanling Gao
R1,408 Discovery Miles 14 080 Ships in 18 - 22 working days

This book constitutes the refereed post-conference proceedings of the Third International Symposium on Benchmarking, Measuring, and Optimization, Bench 2020, held virtually in November 2020.The 12 revised full papers and 1 revised short paper presented were carefully reviewed and selected from 28 submissions. The papers are organized in topical sections named: best paper session; data management and storage; supercomputing; benchmarking on GPU; and application and dataset.

Augmented Reality in Education - A New Technology for Teaching and Learning (Paperback, 1st ed. 2020): Vladimir Geroimenko Augmented Reality in Education - A New Technology for Teaching and Learning (Paperback, 1st ed. 2020)
Vladimir Geroimenko
R4,730 Discovery Miles 47 300 Ships in 18 - 22 working days

This is the first comprehensive research monograph devoted to the use of augmented reality in education. It is written by a team of 58 world-leading researchers, practitioners and artists from 15 countries, pioneering in employing augmented reality as a new teaching and learning technology and tool. The authors explore the state of the art in educational augmented reality and its usage in a large variety of particular areas, such as medical education and training, English language education, chemistry learning, environmental and special education, dental training, mining engineering teaching, historical and fine art education. Augmented Reality in Education: A New Technology for Teaching and Learning is essential reading not only for educators of all types and levels, educational researchers and technology developers, but also for students (both graduates and undergraduates) and anyone who is interested in the educational use of emerging augmented reality technology.

Social Robotics - 11th International Conference, ICSR 2019, Madrid, Spain, November 26-29, 2019, Proceedings (Paperback, 1st... Social Robotics - 11th International Conference, ICSR 2019, Madrid, Spain, November 26-29, 2019, Proceedings (Paperback, 1st ed. 2019)
Miguel A. Salichs, Shuzhi Sam Ge, Emilia Ivanova Barakova, John-John Cabibihan, Alan R. Wagner, …
R1,537 Discovery Miles 15 370 Ships in 18 - 22 working days

This book constitutes the refereed proceedings of the 11th International Conference on Social Robotics, ICSR 2019, held in Madrid, Spain, in November 2019.The 69 full papers presented were carefully reviewed and selected from 92 submissions. The theme of the 2018 conference is: Friendly Robotics.The papers focus on the following topics: perceptions and expectations of social robots; cognition and social values for social robots; verbal interaction with social robots; social cues and design of social robots; emotional and expressive interaction with social robots; collaborative SR and SR at the workplace; game approaches and applications to HRI; applications in health domain; robots at home and at public spaces; robots in education; technical innovations in social robotics; and privacy and safety of the social robots.

Advances in Web-Based Learning - ICWL 2019 - 18th International Conference, Magdeburg, Germany, September 23-25, 2019,... Advances in Web-Based Learning - ICWL 2019 - 18th International Conference, Magdeburg, Germany, September 23-25, 2019, Proceedings (Paperback, 1st ed. 2019)
Michael A. Herzog, Zuzana Kubincova, Peng Han, Marco Temperini
R1,882 Discovery Miles 18 820 Ships in 18 - 22 working days

This book constitutes the proceedings of the 18th International Conference on Advances in Web-Based Learning, ICWL 2019, held in Magdeburg, Germany, in September 2019. The 15 full, 15 short, and 7 poster papers presented in this volume were carefully reviewed and selected from 68 submissions. The contributions were organized in topical sections named: Semantic Web for E-Learning, Learning Analytics, Computer Supported Collaborative Learning, Assessment and Pedagogical Issues, E-learning Platforms and Tools, Mobile Learning, and Poster Papers.

Information and Communication Technologies for Ageing Well and e-Health - 6th International Conference, ICT4AWE 2020, Prague,... Information and Communication Technologies for Ageing Well and e-Health - 6th International Conference, ICT4AWE 2020, Prague, Czech Republic, May 3-5, 2020, Revised Selected Papers (Paperback, 1st ed. 2021)
Martina Ziefle, Nick Guldemond, Leszek A Maciaszek
R1,408 Discovery Miles 14 080 Ships in 18 - 22 working days

This book constitutes the revised, selected and extended papers of the 6th International Conference on Communication Technologies for Ageing Well and e-Health, ICT4AWE 2020, held in Prague, Czech Republic, in May 2020. Due to the COVID-19 pandemic the conference was held online. The 7 full papers presented were carefully reviewed and selected from 50 submissions. The papers present most recent research on best practices, innovation and technical improvements in the fields of age and health care, education, psychology, social coordination and ambient assisted living.

Entertainment Computing and Serious Games - First IFIP TC 14 Joint International Conference, ICEC-JCSG 2019, Arequipa, Peru,... Entertainment Computing and Serious Games - First IFIP TC 14 Joint International Conference, ICEC-JCSG 2019, Arequipa, Peru, November 11-15, 2019, Proceedings (Paperback, 1st ed. 2019)
Erik Van Der Spek, Stefan Goebel, Ellen Yi-Luen Do, Esteban Clua, Jannicke Baalsrud Hauge
R1,464 Discovery Miles 14 640 Ships in 18 - 22 working days

This book constitutes the refereed proceedings of the First IFIP TC 14 Joint International Conference on Entertainment Computing and Serious Games, ICEC-JCSG 2019, held in Arequipa, Peru, in November 2019. The 26 full papers, 5 short papers, and 16 poster, demonstration, and workshop papers presented were carefully reviewed and selected from 88 submissions. They cover a large range of topics at the multidisciplinary intersection of design, art, entertainment, interaction, computing, psychology, and numerous serious application domains. The papers are organized in the following topical sections: mixed reality; virtual reality; entertainment algorithms; game design and development; interaction technologies; measurement and effects; and serious game applications.

Environmental Software Systems. Data Science in Action - 13th IFIP WG 5.11 International Symposium, ISESS 2020, Wageningen, The... Environmental Software Systems. Data Science in Action - 13th IFIP WG 5.11 International Symposium, ISESS 2020, Wageningen, The Netherlands, February 5-7, 2020, Proceedings (Paperback, 1st ed. 2020)
Ioannis N. Athanasiadis, Steven P. Frysinger, Gerald Schimak, Willem Jan Knibbe
R2,404 Discovery Miles 24 040 Ships in 18 - 22 working days

This book constitutes the refereed proceedings of the 13th IFIP WG 5.11 International Symposium on Environmental Software Systems, ISESS 2020, held in Wageningen, The Netherlands, in February 2020. The 22 full papers and 3 short papers were carefully reviewed and selected from 29 submissions. The papers cover a wide range of topics on environmental informatics, including data mining, artificial intelligence, high performance and cloud computing, visualization and smart sensing for environmental, earth, agricultural and food applications.

Statistical Modeling in Biomedical Research - Contemporary Topics and Voices in the Field (Paperback, 1st ed. 2020): Yichuan... Statistical Modeling in Biomedical Research - Contemporary Topics and Voices in the Field (Paperback, 1st ed. 2020)
Yichuan Zhao, Ding-Geng (Din) Chen
R2,463 Discovery Miles 24 630 Ships in 18 - 22 working days

This edited collection discusses the emerging topics in statistical modeling for biomedical research. Leading experts in the frontiers of biostatistics and biomedical research discuss the statistical procedures, useful methods, and their novel applications in biostatistics research. Interdisciplinary in scope, the volume as a whole reflects the latest advances in statistical modeling in biomedical research, identifies impactful new directions, and seeks to drive the field forward. It also fosters the interaction of scholars in the arena, offering great opportunities to stimulate further collaborations. This book will appeal to industry data scientists and statisticians, researchers, and graduate students in biostatistics and biomedical science. It covers topics in: Next generation sequence data analysis Deep learning, precision medicine, and their applications Large scale data analysis and its applications Biomedical research and modeling Survival analysis with complex data structure and its applications.

Technologies and Innovation - 5th International Conference, CITI 2019, Guayaquil, Ecuador, December 2-5, 2019, Proceedings... Technologies and Innovation - 5th International Conference, CITI 2019, Guayaquil, Ecuador, December 2-5, 2019, Proceedings (Paperback, 1st ed. 2019)
Rafael Valencia-Garcia, Gema Alcaraz Marmol, Javier Del Cioppo-Morstadt, Nestor Vera-Lucio, Martha Bucaram-Leverone
R1,408 Discovery Miles 14 080 Ships in 18 - 22 working days

This book constitutes the proceedings of the 5th International Conference on Technologies and Innovation, CITI 2019, held in Guayaquil, Ecuador, in December 2019. The 14 full papers presented in this volume were carefully reviewed and selected from 32 submissions. They are organized in topical sections named: ICT in agronomy; knowledge-based systems and pattern recognition; internet of things and computer architecture.

Ambient Intelligence - 15th European Conference, AmI 2019, Rome, Italy, November 13-15, 2019, Proceedings (Paperback, 1st ed.... Ambient Intelligence - 15th European Conference, AmI 2019, Rome, Italy, November 13-15, 2019, Proceedings (Paperback, 1st ed. 2019)
Ioannis Chatzigiannakis, Boris De Ruyter, Irene Mavrommati
R1,434 Discovery Miles 14 340 Ships in 18 - 22 working days

This book constitutes the refereed proceedings of the 15th European Conference on Ambient Intelligence, AmI 2019, held in Rome, Italy, in November 2019. The 20 full papers presented together with 10 short papers were carefully reviewed and selected from 50 submissions. The papers cover topics such as embedded devices that can merge unobtrusively and in natural ways using information and intelligence hidden in the network connecting these devices (e.g., the Internet of Things). The main topic of AmI 2019 was "Data-driven Ambient Intelligence," which follows the vision of Calm Technology, where technology is useful but does not demand our full attention or interfere with our usual behavior and activities.

Agents and Artificial Intelligence - 12th International Conference, ICAART 2020, Valletta, Malta, February 22-24, 2020, Revised... Agents and Artificial Intelligence - 12th International Conference, ICAART 2020, Valletta, Malta, February 22-24, 2020, Revised Selected Papers (Paperback, 1st ed. 2021)
Ana Paula Rocha, Luc Steels, Jaap van den Herik
R1,469 Discovery Miles 14 690 Ships in 18 - 22 working days

This book contains the revised and extended versions of selected papers from the 12th International Conference on Agents and Artificial Intelligence, ICAART 2020, held in Valletta, Malta, in February 2020. Overall, 45 full papers, 74 short papers, and 56 poster papers were carefully reviewed and selected from 276 initial submissions. 23 of the 45 full papers were selected to be included in this volume. These papers deal with topics such as agents and artificial intelligence.

Knowledge Engineering Tools and Techniques for AI Planning (Paperback, 1st ed. 2020): Mauro Vallati, Diane Kitchin Knowledge Engineering Tools and Techniques for AI Planning (Paperback, 1st ed. 2020)
Mauro Vallati, Diane Kitchin
R4,238 Discovery Miles 42 380 Ships in 18 - 22 working days

This book presents a comprehensive review for Knowledge Engineering tools and techniques that can be used in Artificial Intelligence Planning and Scheduling. KE tools can be used to aid in the acquisition of knowledge and in the construction of domain models, which this book will illustrate. AI planning engines require a domain model which captures knowledge about how a particular domain works - e.g. the objects it contains and the available actions that can be used. However, encoding a planning domain model is not a straightforward task - a domain expert may be needed for their insight into the domain but this information must then be encoded in a suitable representation language. The development of such domain models is both time-consuming and error-prone. Due to these challenges, researchers have developed a number of automated tools and techniques to aid in the capture and representation of knowledge. This book targets researchers and professionals working in knowledge engineering, artificial intelligence and software engineering. Advanced-level students studying AI will also be interested in this book.

Advances in Soft Computing - 18th Mexican International Conference on Artificial Intelligence, MICAI 2019, Xalapa, Mexico,... Advances in Soft Computing - 18th Mexican International Conference on Artificial Intelligence, MICAI 2019, Xalapa, Mexico, October 27 - November 2, 2019, Proceedings (Paperback, 1st ed. 2019)
Lourdes Martinez-Villasenor, Ildar Batyrshin, Antonio Marin-Hernandez
R1,538 Discovery Miles 15 380 Ships in 18 - 22 working days

This volume constitutes the proceedings of the 18th Mexican Conference on Artificial Intelligence, MICAI 2019, held in Xalapa, Mexico, in October/November 2019. The 59 full papers presented in this volume were carefully reviewed and selected from 148 submissions. They cover topics such as: machine learning; optimization and planning; fuzzy systems, reasoning and intelligent applications; and vision and robotics.

Model-Driven Engineering and Software Development - 8th International Conference, MODELSWARD 2020, Valletta, Malta, February... Model-Driven Engineering and Software Development - 8th International Conference, MODELSWARD 2020, Valletta, Malta, February 25-27, 2020, Revised Selected Papers (Paperback, 1st ed. 2021)
Slimane Hammoudi, Luis Ferreira Pires, Bran Selic
R1,434 Discovery Miles 14 340 Ships in 18 - 22 working days

This book constitutes thoroughly revised and selected papers from the 8th International Conference on Model-Driven Engineering and Software Development, MODELSWARD 2020, held in Valletta, Malta, in February 2020. The 15 revised and extended papers presented in this volume were carefully reviewed and selected from 66 submissions. They present recent research results and development activities in using models and model driven engineering techniques for software development. The papers are organized in topical sections on methodologies, processes and platforms; applications and software development; modeling languages, tools and architectures.

Smart Cities, Green Technologies and Intelligent Transport Systems - 8th International Conference, SMARTGREENS 2019, and 5th... Smart Cities, Green Technologies and Intelligent Transport Systems - 8th International Conference, SMARTGREENS 2019, and 5th International Conference, VEHITS 2019, Heraklion, Crete, Greece, May 3-5, 2019, Revised Selected Papers (Paperback, 1st ed. 2021)
Markus Helfert, Cornel Klein, Brian Donnellan, Oleg Gusikhin
R1,435 Discovery Miles 14 350 Ships in 18 - 22 working days

This book includes extended and revised selected papers from the 8th International Conference on Smart Cities and Green ICT Systems, SMARTGREENS 2019, and the 5th International Conference on Vehicle Technology and Intelligent Transport Systems, VEHITS 2019, held in Heraklion, Crete, Greece, in May 2019. The 17 full papers presented during SMARTGREENS and VEHITS 2019 were carefully reviewed and selected from the 134 submissions. The papers present research on advances and applications in the fiels of smart cities, green information and communication technologies, sustainability, energy aware systems and technologies, vehicle technology and intelligent transport systems.

Model-Based Safety and Assessment - 6th International Symposium, IMBSA 2019, Thessaloniki, Greece, October 16-18, 2019,... Model-Based Safety and Assessment - 6th International Symposium, IMBSA 2019, Thessaloniki, Greece, October 16-18, 2019, Proceedings (Paperback, 1st ed. 2019)
Yiannis Papadopoulos, Koorosh Aslansefat, Panagiotis Katsaros, Marco Bozzano
R1,434 Discovery Miles 14 340 Ships in 18 - 22 working days

This book constitutes the proceedings of the 6th International Symposium on Model-Based Safety and Assessment, IMBSA 2019, held inThessaloniki, Greece, in October 2019. The 24 revised full papers presented were carefully reviewed and selected from 46 initial submissions. The papers are organized in topical sections on safety models and languages; dependability analysis process; safety assessment; safety assessment in automotive industry; AI in safety assessment.

Modelling, Analysis, and Simulation of Computer and Telecommunication Systems - 28th International Symposium, MASCOTS 2020,... Modelling, Analysis, and Simulation of Computer and Telecommunication Systems - 28th International Symposium, MASCOTS 2020, Nice, France, November 17-19, 2020, Revised Selected Papers (Paperback, 1st ed. 2021)
Maria Carla Calzarossa, Erol Gelenbe, Krysztof Grochla, Ricardo Lent, Tadeusz Czachorski
R1,408 Discovery Miles 14 080 Ships in 18 - 22 working days

This book constitutes the post proceedings of the 28th International Symposium on Modelling, Analysis, and Simulation of Computer and Telecommunication Systems, MASCOTS 2020, held online -due to COVID -19- in Nice, France, in November 2020. The 17 full papers presented were carefully reviewed and selected from 124 submissions. The symposium collected the most relevant papers describing state-of-the-art research in the areas of the performance evaluation of computer systems and networks as well as in related areas.

Smart Card Research and Advanced Applications - 19th International Conference, CARDIS 2020, Virtual Event, November 18-19,... Smart Card Research and Advanced Applications - 19th International Conference, CARDIS 2020, Virtual Event, November 18-19, 2020, Revised Selected Papers (Paperback, 1st ed. 2021)
Pierre-Yvan Liardet, Nele Mentens
R1,408 Discovery Miles 14 080 Ships in 18 - 22 working days

This book constitutes the proceedings of the 19th International Conference on Smart Card Research and Advanced Applications, CARDIS 2020, which took place during November 18-20, 2020. The conference was originally planned to take place in Lubeck, Germany, and changed to an online format due to the COVID-19 pandemic. The 12 full papers presented in this volume were carefully reviewed and selected from 26 submissions. They were organized in topical sections named: post-quantum cryptography; efficient implementations; and physical attacks.

Dementia Lab 2019. Making Design Work: Engaging with Dementia in Context - 4th Conference, D-Lab 2019, Eindhoven, The... Dementia Lab 2019. Making Design Work: Engaging with Dementia in Context - 4th Conference, D-Lab 2019, Eindhoven, The Netherlands, October 21-22, 2019, Proceedings (Paperback, 1st ed. 2019)
Rens Brankaert, Wijnand IJsselsteijn
R1,408 Discovery Miles 14 080 Ships in 18 - 22 working days

This book constitutes the refereed proceedings of the 4th Dementia Lab Conference, D-Lab 2019, held in Eindhoven, The Netherlands, in October 2019. The 12 full and 7 short papers presented in this volume were carefully reviewed and selected from 53 submissions. The papers are organized in topical sections: inclusion & participation, technology & experience, and Dementia Lab ideas.

Practical Aspects of Declarative Languages - 23rd International Symposium, PADL 2021, Copenhagen, Denmark, January 18-19, 2021,... Practical Aspects of Declarative Languages - 23rd International Symposium, PADL 2021, Copenhagen, Denmark, January 18-19, 2021, Proceedings (Paperback, 1st ed. 2021)
Jose F. Morales, Dominic Orchard
R1,408 Discovery Miles 14 080 Ships in 18 - 22 working days

This book constitutes the refereed proceedings of the 23rd International Symposium on Practical Aspects of Declarative Languages, PADL 2021, held in Copenhagen, Denmark, in January 2021. The 10 full papers were carefully reviewed and selected from 21 submissions. The papers present original work emphasizing novel applications and implementation techniques for all forms of declarative concepts, including programming with sets, functions, logic, and constraints. The papers are organized in the following topical headings: Foundations and Programming Concepts; Applications of Declarative Languages, and Declarative Approaches to Testing and Debugging. Due to the Corona pandemic PADL 2021 was held as a virtual event.

Mobile, Secure, and Programmable Networking - 6th International Conference, MSPN 2020, Paris, France, October 28-29, 2020,... Mobile, Secure, and Programmable Networking - 6th International Conference, MSPN 2020, Paris, France, October 28-29, 2020, Revised Selected Papers (Paperback, 1st ed. 2021)
Samia Bouzefrane, Maryline Laurent, Selma Boumerdassi, Eric Renault
R1,408 Discovery Miles 14 080 Ships in 18 - 22 working days

This book constitutes the thoroughly refereed post-conference proceedings of the 6th International Conference on Mobile, Secure and Programmable Networking, held in Paris, France, in October 2020.The 16 full papers presented in this volume were carefully reviewed and selected from 31 submissions. They discuss new trends in networking infrastructures, security, services and applications while focusing on virtualization and cloud computing for networks, network programming, software defined networks (SDN) and their security.

MultiMedia Modeling - 27th International Conference, MMM 2021, Prague, Czech Republic, June 22-24, 2021, Proceedings, Part II... MultiMedia Modeling - 27th International Conference, MMM 2021, Prague, Czech Republic, June 22-24, 2021, Proceedings, Part II (Paperback, 1st ed. 2021)
Jakub Lokoc, Tomas Skopal, Klaus Schoeffmann, Vasileios Mezaris, Xirong Li, …
R1,472 Discovery Miles 14 720 Ships in 18 - 22 working days

The two-volume set LNCS 12572 and 1273 constitutes the thoroughly refereed proceedings of the 27th International Conference on MultiMedia Modeling, MMM 2021, held in Prague, Czech Republic, in June2021. Of the 211 submitted regular papers, 40 papers were selected for oral presentation and 33 for poster presentation; 16 special session papers were accepted as well as 2 papers for a demo presentation and 17 papers for participation at the Video Browser Showdown 2021. The papers cover topics such as: multimedia indexing; multimedia mining; multimedia abstraction and summarization; multimedia annotation, tagging and recommendation; multimodal analysis for retrieval applications; semantic analysis of multimedia and contextual data; multimedia fusion methods; multimedia hyperlinking; media content browsing and retrieval tools; media representation and algorithms; audio, image, video processing, coding and compression; multimedia sensors and interaction modes; multimedia privacy, security and content protection; multimedia standards and related issues; advances in multimedia networking and streaming; multimedia databases, content delivery and transport; wireless and mobile multimedia networking; multi-camera and multi-view systems; augmented and virtual reality, virtual environments; real-time and interactive multimedia applications; mobile multimedia applications; multimedia web applications; multimedia authoring and personalization; interactive multimedia and interfaces; sensor networks; social and educational multimedia applications; and emerging trends.

How AI Impacts Urban Living and Public Health - 17th International Conference, ICOST 2019, New York City, NY, USA, October... How AI Impacts Urban Living and Public Health - 17th International Conference, ICOST 2019, New York City, NY, USA, October 14-16, 2019, Proceedings (Paperback, 1st ed. 2019)
Jose Pagan, Mounir Mokhtari, Hamdi Aloulou, Bessam Abdulrazak, Maria Fernanda Cabrera
R1,521 Discovery Miles 15 210 Ships in 18 - 22 working days

This open access book constitutes the refereed proceedings of the 17th International Conference on String Processing and Information Retrieval, ICOST 2019, held in New York City, NY, USA, in October 2019. The 15 full papers and 5 short papers presented in this volume were carefully reviewed and selected from 24 submissions. They cover topics such as: e-health technology design; well-being technology; biomedical and health informatics; and smart environment technology.

Stabilization, Safety, and Security of Distributed Systems - 21st International Symposium, SSS 2019, Pisa, Italy, October... Stabilization, Safety, and Security of Distributed Systems - 21st International Symposium, SSS 2019, Pisa, Italy, October 22-25, 2019, Proceedings (Paperback, 1st ed. 2019)
Mohsen Ghaffari, Mikhail Nesterenko, Sebastien Tixeuil, Sara Tucci, Yukiko Yamauchi
R1,438 Discovery Miles 14 380 Ships in 18 - 22 working days

This book constitutes the refereed proceedings of the 21st International Symposium on Stabilization, Safety, and Security of Distributed Systems, SSS 2019, held in Pisa, Italy, in October 2019.The 21 full papers presented were carefully reviewed and selected from 45 submissions. The papers deal with the design and development of distributed systems with a focus on systems that are able to provide guarantees on their structure, performance, and/or security in the face of an adverse operational environment.

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