KI 2018 Advances in Artificial Intelligence

KI 2018  Advances in Artificial Intelligence
Author: Frank Trollmann,Anni-Yasmin Turhan
Publsiher: Springer
Total Pages: 424
Release: 2018-09-17
ISBN: 3030001113
Category: Computers
Language: EN, FR, DE, ES & NL

KI 2018 Advances in Artificial Intelligence Book Excerpt:

This book constitutes the refereed proceedings of the 41st German Conference on Artificial Intelligence, KI 2018, held in Berlin, Germany, in September 2018. The 20 full and 14 short papers presented in this volume were carefully reviewed and selected from 65 submissions. The book also contains one keynote talk in full paper length. The papers were organized in topical sections named: reasoning; multi-agent systems; robotics; learning; planning; neural networks; search; belief revision; context aware systems; and cognitive approach.

KI 2020 Advances in Artificial Intelligence

KI 2020  Advances in Artificial Intelligence
Author: Ute Schmid,Franziska Klügl,Diedrich Wolter
Publsiher: Springer Nature
Total Pages: 360
Release: 2020-09-08
ISBN: 303058285X
Category: Computers
Language: EN, FR, DE, ES & NL

KI 2020 Advances in Artificial Intelligence Book Excerpt:

This book constitutes the refereed proceedings of the 43rd German Conference on Artificial Intelligence, KI 2020, held in Bamberg, Germany, in September 2020. The 16 full and 12 short papers presented together with 6 extended abstracts in this volume were carefully reviewed and selected from 62 submissions. As well-established annual conference series KI is dedicated to research on theory and applications across all methods and topic areas of AI research. KI 2020 had a special focus on human-centered AI with highlights on AI and education and explainable machine learning. Due to the Corona pandemic KI 2020 was held as a virtual event.

KI 2021 Advances in Artificial Intelligence

KI 2021  Advances in Artificial Intelligence
Author: Stefan Edelkamp
Publsiher: Springer Nature
Total Pages: 135
Release: 2022
ISBN: 3030876268
Category: Electronic Book
Language: EN, FR, DE, ES & NL

KI 2021 Advances in Artificial Intelligence Book Excerpt:

KI 2019 Advances in Artificial Intelligence

KI 2019  Advances in Artificial Intelligence
Author: Christoph Benzmüller,Heiner Stuckenschmidt
Publsiher: Springer Nature
Total Pages: 354
Release: 2019-09-09
ISBN: 3030301796
Category: Computers
Language: EN, FR, DE, ES & NL

KI 2019 Advances in Artificial Intelligence Book Excerpt:

This book constitutes the refereed proceedings of the 42nd German Conference on Artificial Intelligence, KI 2019, held in Kassel, Germany, in September 2019. The 16 full and 10 short papers presented together with 3 extended abstracts in this volume were carefully reviewed and selected from 82 submissions. KI 2019 has a special focus theme on "AI methods for Argumentation" and especially invited contributions that use methods from all areas of AI to understand, formalize or generate argument structures in natural language.

KI 2018

KI 2018
Author: Frank Trollmann,Anni-Yasmin Turhan
Publsiher: Unknown
Total Pages: 424
Release: 2018
ISBN: 9783030001124
Category: Artificial intelligence
Language: EN, FR, DE, ES & NL

KI 2018 Book Excerpt:

This book constitutes the refereed proceedings of the 41st German Conference on Artificial Intelligence, KI 2018, held in Berlin, Germany, in September 2018. The 20 full and 14 short papers presented in this volume were carefully reviewed and selected from 65 submissions. The book also contains one keynote talk in full paper length. The papers were organized in topical sections named: reasoning; multi-agent systems; robotics; learning; planning; neural networks; search; belief revision; context aware systems; and cognitive approach. .

AIxIA 2021 Advances in Artificial Intelligence

AIxIA 2021     Advances in Artificial Intelligence
Author: Stefania Bandini
Publsiher: Springer Nature
Total Pages: 135
Release: 2022
ISBN: 3031084217
Category: Electronic Book
Language: EN, FR, DE, ES & NL

AIxIA 2021 Advances in Artificial Intelligence Book Excerpt:

Advances and Trends in Artificial Intelligence From Theory to Practice

Advances and Trends in Artificial Intelligence  From Theory to Practice
Author: Hamido Fujita,Ali Selamat,Jerry Chun-Wei Lin,Moonis Ali
Publsiher: Springer Nature
Total Pages: 640
Release: 2021
ISBN: 3030794636
Category: Artificial intelligence
Language: EN, FR, DE, ES & NL

Advances and Trends in Artificial Intelligence From Theory to Practice Book Excerpt:

This two-volume set of LNAI 12798 and 12799 constitutes the thoroughly refereed proceedings of the 34th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2021, held virtually and in Kuala Lumpur, Malaysia, in July 2021. The 87 full papers and 19 short papers presented were carefully reviewed and selected from 145 submissions. The IEA/AIE 2021 conference will continue the tradition of emphasizing on applications of applied intelligent systems to solve real-life problems in all areas. These areas include the following: Part I, Artificial Intelligence Practices: Knowledge discovery and pattern mining; artificial intelligence and machine learning; sematic, topology, and ontology models; medical and health-related applications; graphic and social network analysis; signal and bioinformatics processing; evolutionary computation; attack security; natural language and text processing; fuzzy inference and theory; and sensor and communication networks Part II, From Theory to Practice: Prediction and recommendation; data management, clustering and classification; robotics; knowledge based and decision support systems; multimedia applications; innovative applications of intelligent systems; CPS and industrial applications; defect, anomaly and intrusion detection; financial and supply chain applications; Bayesian networks; BigData and time series processing; and information retrieval and relation extraction.

Robot 2019 Fourth Iberian Robotics Conference

Robot 2019  Fourth Iberian Robotics Conference
Author: Manuel F. Silva,José Luís Lima,Luís Paulo Reis,Alberto Sanfeliu,Danilo Tardioli
Publsiher: Springer Nature
Total Pages: 685
Release: 2019-11-19
ISBN: 3030359905
Category: Technology & Engineering
Language: EN, FR, DE, ES & NL

Robot 2019 Fourth Iberian Robotics Conference Book Excerpt:

This book gathers a selection of papers presented at ROBOT 2019 – the Fourth Iberian Robotics Conference, held in Porto, Portugal, on November 20th–22nd, 2019. ROBOT 2019 is part of a series of conferences jointly organized by the SPR – Sociedade Portuguesa de Robótica (Portuguese Society for Robotics) and SEIDROB – Sociedad Española para la Investigación y Desarrollo en Robótica (Spanish Society for Research and Development in Robotics). ROBOT 2019 built upon several previous successful events, including three biannual workshops and the three previous installments of the Iberian Robotics Conference, and chiefly focused on presenting the latest findings and applications in robotics from the Iberian Peninsula, although the event was also open to research and researchers from other countries. The event featured five plenary talks on state-of-the-art topics and 16 special sessions, plus a main/general robotics track. In total, after a stringent review process, 112 high-quality papers written by authors from 24 countries were selected for publication.

Logic Rationality and Interaction

Logic  Rationality  and Interaction
Author: Patrick Blackburn,Emiliano Lorini,Meiyun Guo
Publsiher: Springer Nature
Total Pages: 441
Release: 2019-10-09
ISBN: 366260292X
Category: Mathematics
Language: EN, FR, DE, ES & NL

Logic Rationality and Interaction Book Excerpt:

This LNCS book is part of the FOLLI book series and constitutes the proceedings of the 7th International Workshop on Logic, Rationality, and Interaction, LORI 2019, held in Chongqing, China, in October 2019. The 31 papers presented in this book were carefully reviewed and selected from 56 submissions. They focus on the following topics: agency; argumentation and agreement; belief revision and belief merging; belief representation; cooperation; decision making and planning; natural language; philosophy and philosophical logic; and strategic reasoning.

AI 2019 Advances in Artificial Intelligence

AI 2019  Advances in Artificial Intelligence
Author: Jixue Liu,James Bailey
Publsiher: Springer Nature
Total Pages: 612
Release: 2019-11-25
ISBN: 3030352889
Category: Computers
Language: EN, FR, DE, ES & NL

AI 2019 Advances in Artificial Intelligence Book Excerpt:

This book constitutes the proceedings of the 32nd Australasian Joint Conference on Artificial Intelligence, AI 2019, held in Adelaide, SA, Australia, in December 2019. The 48 full papers presented in this volume were carefully reviewed and selected from 115 submissions. The paper were organized in topical sections named: game and multiagent systems; knowledge acquisition, representation, reasoning; machine learning and applications; natural language processing and text analytics; optimization and evolutionary computing; and image processing.

Deep Reinforcement Learning

Deep Reinforcement Learning
Author: Mohit Sewak
Publsiher: Springer
Total Pages: 203
Release: 2019-06-27
ISBN: 9811382859
Category: Computers
Language: EN, FR, DE, ES & NL

Deep Reinforcement Learning Book Excerpt:

This book starts by presenting the basics of reinforcement learning using highly intuitive and easy-to-understand examples and applications, and then introduces the cutting-edge research advances that make reinforcement learning capable of out-performing most state-of-art systems, and even humans in a number of applications. The book not only equips readers with an understanding of multiple advanced and innovative algorithms, but also prepares them to implement systems such as those created by Google Deep Mind in actual code. This book is intended for readers who want to both understand and apply advanced concepts in a field that combines the best of two worlds – deep learning and reinforcement learning – to tap the potential of ‘advanced artificial intelligence’ for creating real-world applications and game-winning algorithms.

Artificial Intelligence for Cyber Security Methods Issues and Possible Horizons or Opportunities

Artificial Intelligence for Cyber Security  Methods  Issues and Possible Horizons or Opportunities
Author: Sanjay Misra,Amit Kumar Tyagi
Publsiher: Springer Nature
Total Pages: 467
Release: 2021-05-31
ISBN: 3030722368
Category: Technology & Engineering
Language: EN, FR, DE, ES & NL

Artificial Intelligence for Cyber Security Methods Issues and Possible Horizons or Opportunities Book Excerpt:

This book provides stepwise discussion, exhaustive literature review, detailed analysis and discussion, rigorous experimentation results (using several analytics tools), and an application-oriented approach that can be demonstrated with respect to data analytics using artificial intelligence to make systems stronger (i.e., impossible to breach). We can see many serious cyber breaches on Government databases or public profiles at online social networking in the recent decade. Today artificial intelligence or machine learning is redefining every aspect of cyber security. From improving organizations’ ability to anticipate and thwart breaches, protecting the proliferating number of threat surfaces with Zero Trust Security frameworks to making passwords obsolete, AI and machine learning are essential to securing the perimeters of any business. The book is useful for researchers, academics, industry players, data engineers, data scientists, governmental organizations, and non-governmental organizations.

Machine Learning and Knowledge Discovery in Databases

Machine Learning and Knowledge Discovery in Databases
Author: Peggy Cellier,Kurt Driessens
Publsiher: Springer Nature
Total Pages: 745
Release: 2020-03-27
ISBN: 3030438872
Category: Computers
Language: EN, FR, DE, ES & NL

Machine Learning and Knowledge Discovery in Databases Book Excerpt:

This two-volume set constitutes the refereed proceedings of the workshops which complemented the 19th Joint European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD, held in Würzburg, Germany, in September 2019. The 70 full papers and 46 short papers presented in the two-volume set were carefully reviewed and selected from 200 submissions. The two volumes (CCIS 1167 and CCIS 1168) present the papers that have been accepted for the following workshops: Workshop on Automating Data Science, ADS 2019; Workshop on Advances in Interpretable Machine Learning and Artificial Intelligence and eXplainable Knowledge Discovery in Data Mining, AIMLAI-XKDD 2019; Workshop on Decentralized Machine Learning at the Edge, DMLE 2019; Workshop on Advances in Managing and Mining Large Evolving Graphs, LEG 2019; Workshop on Data and Machine Learning Advances with Multiple Views; Workshop on New Trends in Representation Learning with Knowledge Graphs; Workshop on Data Science for Social Good, SoGood 2019; Workshop on Knowledge Discovery and User Modelling for Smart Cities, UMCIT 2019; Workshop on Data Integration and Applications Workshop, DINA 2019; Workshop on Machine Learning for Cybersecurity, MLCS 2019; Workshop on Sports Analytics: Machine Learning and Data Mining for Sports Analytics, MLSA 2019; Workshop on Categorising Different Types of Online Harassment Languages in Social Media; Workshop on IoT Stream for Data Driven Predictive Maintenance, IoTStream 2019; Workshop on Machine Learning and Music, MML 2019; Workshop on Large-Scale Biomedical Semantic Indexing and Question Answering, BioASQ 2019.

The Impact of Artificial Intelligence on Governance Economics and Finance Volume 2

The Impact of Artificial Intelligence on Governance  Economics and Finance  Volume 2
Author: Sezer Bozkuş Kahyaoğlu
Publsiher: Springer Nature
Total Pages: 135
Release: 2022
ISBN: 9811689970
Category: Electronic Book
Language: EN, FR, DE, ES & NL

The Impact of Artificial Intelligence on Governance Economics and Finance Volume 2 Book Excerpt:

Graph Based Representation and Reasoning

Graph Based Representation and Reasoning
Author: Tanya Braun,Marcel Gehrke,Tom Hanika,Nathalie Hernandez
Publsiher: Springer Nature
Total Pages: 217
Release: 2021-10-19
ISBN: 3030869822
Category: Computers
Language: EN, FR, DE, ES & NL

Graph Based Representation and Reasoning Book Excerpt:

This book constitutes the proceedings of the 26th International Conference on Conceptual Structures, ICCS 2021, held virtually in September 2021. The 12 full papers and 4 short papers presented were carefully reviewed and selected from 25 submissions. The papers focus on the representation of and reasoning with conceptual structures in a variety of contexts. The papers are organized in the following topical sections: applications of conceptual structures; theory on conceptual structures, and mining conceptual structures.

Knowledge Engineering Tools and Techniques for AI Planning

Knowledge Engineering Tools and Techniques for AI Planning
Author: Mauro Vallati,Diane Kitchin
Publsiher: Springer Nature
Total Pages: 277
Release: 2020-03-25
ISBN: 3030385612
Category: Computers
Language: EN, FR, DE, ES & NL

Knowledge Engineering Tools and Techniques for AI Planning Book Excerpt:

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.

Automated Deduction CADE 28

Automated Deduction    CADE 28
Author: André Platzer,Geoff Sutcliffe
Publsiher: Springer Nature
Total Pages: 650
Release: 2021
ISBN: 3030798763
Category: Artificial intelligence
Language: EN, FR, DE, ES & NL

Automated Deduction CADE 28 Book Excerpt:

This open access book constitutes the proceeding of the 28th International Conference on Automated Deduction, CADE 28, held virtually in July 2021. The 29 full papers and 7 system descriptions presented together with 2 invited papers were carefully reviewed and selected from 76 submissions. CADE is the major forum for the presentation of research in all aspects of automated deduction, including foundations, applications, implementations, and practical experience. The papers are organized in the following topics: Logical foundations; theory and principles; implementation and application; ATP and AI; and system descriptions.

ECAI 2020

ECAI 2020
Author: G. De Giacomo,A. Catala,B. Dilkina
Publsiher: IOS Press
Total Pages: 3122
Release: 2020-09-11
ISBN: 164368101X
Category: Computers
Language: EN, FR, DE, ES & NL

ECAI 2020 Book Excerpt:

This book presents the proceedings of the 24th European Conference on Artificial Intelligence (ECAI 2020), held in Santiago de Compostela, Spain, from 29 August to 8 September 2020. The conference was postponed from June, and much of it conducted online due to the COVID-19 restrictions. The conference is one of the principal occasions for researchers and practitioners of AI to meet and discuss the latest trends and challenges in all fields of AI and to demonstrate innovative applications and uses of advanced AI technology. The book also includes the proceedings of the 10th Conference on Prestigious Applications of Artificial Intelligence (PAIS 2020) held at the same time. A record number of more than 1,700 submissions was received for ECAI 2020, of which 1,443 were reviewed. Of these, 361 full-papers and 36 highlight papers were accepted (an acceptance rate of 25% for full-papers and 45% for highlight papers). The book is divided into three sections: ECAI full papers; ECAI highlight papers; and PAIS papers. The topics of these papers cover all aspects of AI, including Agent-based and Multi-agent Systems; Computational Intelligence; Constraints and Satisfiability; Games and Virtual Environments; Heuristic Search; Human Aspects in AI; Information Retrieval and Filtering; Knowledge Representation and Reasoning; Machine Learning; Multidisciplinary Topics and Applications; Natural Language Processing; Planning and Scheduling; Robotics; Safe, Explainable, and Trustworthy AI; Semantic Technologies; Uncertainty in AI; and Vision. The book will be of interest to all those whose work involves the use of AI technology.

The Road to General Intelligence

The Road to General Intelligence
Author: Jerry Swan,Eric Nivel,Neel Kant,Jules Hedges,Timothy Atkinson,Bas Steunebrink
Publsiher: Springer Nature
Total Pages: 136
Release: 2022-06-22
ISBN: 3031080203
Category: Technology & Engineering
Language: EN, FR, DE, ES & NL

The Road to General Intelligence Book Excerpt:

Humans have always dreamed of automating laborious physical and intellectual tasks, but the latter has proved more elusive than naively suspected. Seven decades of systematic study of Artificial Intelligence have witnessed cycles of hubris and despair. The successful realization of General Intelligence (evidenced by the kind of cross-domain flexibility enjoyed by humans) will spawn an industry worth billions and transform the range of viable automation tasks.The recent notable successes of Machine Learning has lead to conjecture that it might be the appropriate technology for delivering General Intelligence. In this book, we argue that the framework of machine learning is fundamentally at odds with any reasonable notion of intelligence and that essential insights from previous decades of AI research are being forgotten. We claim that a fundamental change in perspective is required, mirroring that which took place in the philosophy of science in the mid 20th century. We propose a framework for General Intelligence, together with a reference architecture that emphasizes the need for anytime bounded rationality and a situated denotational semantics. We given necessary emphasis to compositional reasoning, with the required compositionality being provided via principled symbolic-numeric inference mechanisms based on universal constructions from category theory.• Details the pragmatic requirements for real-world General Intelligence.• Describes how machine learning fails to meet these requirements.• Provides a philosophical basis for the proposed approach.• Provides mathematical detail for a reference architecture.• Describes a research program intended to address issues of concern in contemporary AI.The book includes an extensive bibliography, with ~400 entries covering the history of AI and many related areas of computer science and mathematics.The target audience is the entire gamut of Artificial Intelligence/Machine Learning researchers and industrial practitioners. There are a mixture of descriptive and rigorous sections, according to the nature of the topic. Undergraduate mathematics is in general sufficient. Familiarity with category theory is advantageous for a complete understanding of the more advanced sections, but these may be skipped by the reader who desires an overall picture of the essential concepts This is an open access book.

Smart Trends in Computing and Communications Proceedings of SmartCom 2020

Smart Trends in Computing and Communications  Proceedings of SmartCom 2020
Author: Yu-Dong Zhang,Tomonoby Senjyu,Chakchai SO–IN,Amit Joshi
Publsiher: Springer Nature
Total Pages: 509
Release: 2020-07-17
ISBN: 981155224X
Category: Technology & Engineering
Language: EN, FR, DE, ES & NL

Smart Trends in Computing and Communications Proceedings of SmartCom 2020 Book Excerpt:

This book gathers high-quality papers presented at the International Conference on Smart Trends for Information Technology and Computer Communications (SmartCom 2020), organized by the Global Knowledge Research Foundation (GR Foundation) from 23 to 24 January 2020. It covers the state-of-the-art and emerging topics in information, computer communications, and effective strategies for their use in engineering and managerial applications. It also explores and discusses the latest technological advances in, and future directions for, information and knowledge computing and its applications.