Abstraction in Artificial Intelligence and Complex Systems

Abstraction in Artificial Intelligence and Complex Systems
Author: Lorenza Saitta,Jean-Daniel Zucker
Publsiher: Springer Science & Business Media
Total Pages: 484
Release: 2013-06-05
ISBN: 1461470528
Category: Computers
Language: EN, FR, DE, ES & NL

Abstraction in Artificial Intelligence and Complex Systems Book Excerpt:

Abstraction is a fundamental mechanism underlying both human and artificial perception, representation of knowledge, reasoning and learning. This mechanism plays a crucial role in many disciplines, notably Computer Programming, Natural and Artificial Vision, Complex Systems, Artificial Intelligence and Machine Learning, Art, and Cognitive Sciences. This book first provides the reader with an overview of the notions of abstraction proposed in various disciplines by comparing both commonalities and differences. After discussing the characterizing properties of abstraction, a formal model, the KRA model, is presented to capture them. This model makes the notion of abstraction easily applicable by means of the introduction of a set of abstraction operators and abstraction patterns, reusable across different domains and applications. It is the impact of abstraction in Artificial Intelligence, Complex Systems and Machine Learning which creates the core of the book. A general framework, based on the KRA model, is presented, and its pragmatic power is illustrated with three case studies: Model-based diagnosis, Cartographic Generalization, and learning Hierarchical Hidden Markov Models.

Engineering Computational Emotion A Reference Model for Emotion in Artificial Systems

Engineering Computational Emotion   A Reference Model for Emotion in Artificial Systems
Author: M. Guadalupe Sánchez-Escribano
Publsiher: Springer
Total Pages: 258
Release: 2017-06-17
ISBN: 3319594303
Category: Technology & Engineering
Language: EN, FR, DE, ES & NL

Engineering Computational Emotion A Reference Model for Emotion in Artificial Systems Book Excerpt:

This book provides a new perspective on emotion in artificial systems. It presents an insightful explanation of how emotion might emerge deep inside the systems, and emotional behaviour could be seen as a consequence of their internal management. The final approach attempts to account for a range of events associated with emotion, from functional and behavioural features to aspects related to the dynamics and the development of feeling. The book provides a theoretical foundation for engineering and designing computational emotion as a framework for developing future adaptive systems. It includes a painstaking analysis of the rationales for the features of the final approach, including aspects from the fields of Artificial Intelligence, Psychology, the Cognitive Sciences and Model-based Systems. Synthesizing knowledge from a variety of disciplines, it ultimately presents a model conceptualization following the perspectives of Engineering and the Cognitive Sciences.

Artificial Intelligence in Medicine

Artificial Intelligence in Medicine
Author: Elpida Keravnou,Elpida Keravnou-Papailiou,Catherine Garbay,Robert Baud,Jeremy Wyatt
Publsiher: Springer Science & Business Media
Total Pages: 550
Release: 1997-03-12
ISBN: 9783540627098
Category: Computers
Language: EN, FR, DE, ES & NL

Artificial Intelligence in Medicine Book Excerpt:

Content Description #Includes bibliographical references and index.

Data Abstraction Databases and Conceptual Modelling

Data Abstraction  Databases  and Conceptual Modelling
Author: Michael L. Brodie
Publsiher: Unknown
Total Pages: 92
Release: 1980
ISBN: 1928374650XXX
Category: Database management
Language: EN, FR, DE, ES & NL

Data Abstraction Databases and Conceptual Modelling Book Excerpt:

Artificial Intelligence Methodology Systems and Applications

Artificial Intelligence  Methodology  Systems  and Applications
Author: Doris R. Scott,Donia R. Scott
Publsiher: Springer Science & Business Media
Total Pages: 278
Release: 2002-08-21
ISBN: 3540441271
Category: Computers
Language: EN, FR, DE, ES & NL

Artificial Intelligence Methodology Systems and Applications Book Excerpt:

This book constitutes the refereed proceedings of the 10th International Conference on Artificial Intelligence: Methodology, Systems, and Appliations, AIMSA 2002, held in Varna, Bulgaria in September 2002. The 26 revised full papers presented together with 2 invited papers were carefully reviewed and selected for inclusion in this book. The papers address a broad spectrum of topics in AI, including natural language processing, computational learning, Machine learning, AI planning, heuristics, neural information processing, adaptive systems, computational linguistics, multi-agent systems, AI logic, knowledge management, and information retrieval.

Abstraction Reformulation and Approximation

Abstraction  Reformulation and Approximation
Author: Jean-Daniel Zucker,Lorenza Saitta
Publsiher: Springer
Total Pages: 380
Release: 2005-08-25
ISBN: 3540318828
Category: Computers
Language: EN, FR, DE, ES & NL

Abstraction Reformulation and Approximation Book Excerpt:

This volume contains the proceedings of the 6th Symposium on Abstraction, Reformulation and Approximation (SARA 2005). The symposium was held at Airth Castle, Scotland, UK, from July 26th to 29th, 2005, just prior to the IJCAI 2005 conference in Edinburgh.

Artificial Intelligence Resources in Control and Automation Engineering

Artificial Intelligence Resources in Control and Automation Engineering
Author: Evelio J. González,Alberto F. Hamilton Castro,Leopoldo Acosta Sánchez
Publsiher: Bentham Science Publishers
Total Pages: 198
Release: 2011-04-27
ISBN: 1608051269
Category: Technology & Engineering
Language: EN, FR, DE, ES & NL

Artificial Intelligence Resources in Control and Automation Engineering Book Excerpt:

"This e-book focuses on the application of artificial intelligence resources in fields related to Control and Automation Engineering. Techniques such as neural networks, fuzzy logic and expert systems are a key tool for researchers and engineers requiring "

AI IA 2013 Advances in Artificial Intelligence

AI IA 2013  Advances in Artificial Intelligence
Author: Matteo Baldoni,Cristina Baroglio,Guido Boella,Roberto Micalizio
Publsiher: Springer
Total Pages: 540
Release: 2013-12-09
ISBN: 331903524X
Category: Computers
Language: EN, FR, DE, ES & NL

AI IA 2013 Advances in Artificial Intelligence Book Excerpt:

This book constitutes the refereed proceedings of the 13th International Conference of the Italian Association for Artificial Intelligence, AI*IA 2013, held in Turin, Italy, in December 2013. The 45 revised full papers were carefully reviewed and selected from 86 submissions. The conference covers broadly the many aspects of theoretical and applied Artificial Intelligence as follows: knowledge representation and reasoning, machine learning, natural language processing, planning, distributed AI: robotics and MAS, recommender systems and semantic Web and AI applications.

MICAI 2006 Advances in Artificial Intelligence

MICAI 2006  Advances in Artificial Intelligence
Author: Alexander Gelbukh,Carlos Alberto Reyes-Garcia
Publsiher: Springer Science & Business Media
Total Pages: 1258
Release: 2006-11-07
ISBN: 3540490264
Category: Computers
Language: EN, FR, DE, ES & NL

MICAI 2006 Advances in Artificial Intelligence Book Excerpt:

This book constitutes the refereed proceedings of the 5th Mexican International Conference on Artificial Intelligence, MICAI 2006, held in Apizaco, Mexico in November 2006. It contains over 120 papers that address such topics as knowledge representation and reasoning, machine learning and feature selection, knowledge discovery, computer vision, image processing and image retrieval, robotics, as well as bioinformatics and medical applications.

1990 Goddard Conference on Space Applications of Artificial Intelligence

1990 Goddard Conference on Space Applications of Artificial Intelligence
Author: James L. Rash
Publsiher: Unknown
Total Pages: 355
Release: 1990
ISBN: 1928374650XXX
Category: Artificial intelligence
Language: EN, FR, DE, ES & NL

1990 Goddard Conference on Space Applications of Artificial Intelligence Book Excerpt:

Artificial Intelligence in Medicine

Artificial Intelligence in Medicine
Author: Riccardo Bellazzi,Ameen Abu-Hanna,Jim Hunter
Publsiher: Springer Science & Business Media
Total Pages: 509
Release: 2007-06-29
ISBN: 3540735984
Category: Medical
Language: EN, FR, DE, ES & NL

Artificial Intelligence in Medicine Book Excerpt:

The European Society for Arti?cial Intelligence in Medicine (AIME) was - tablished in 1986 following a very successful workshop held in Pavia, Italy, the year before. The principal aims of AIME are to foster fundamental and applied research in the application of arti?cial intelligence (AI) techniques to medical care and medical research, and to provide a forum at biennial conferences for discussing any progress made. For this reason the main activity of the Society wastheorganizationofaseriesofbiennialconferences, heldinMarseilles, France (1987), London, UK (1989), Maastricht, The Netherlands (1991), Munich, G- many (1993), Pavia, Italy (1995), Grenoble, France (1997), Aalborg, Denmark (1999), Cascais, Portugal (2001), Protaras, Cyprus (2003), and Aberdeen, UK (2005). This volume contains the proceedings of AIME 2007, the 11th Conference on Arti?cial Intelligence in Medicine, held in Amsterdam, The Netherlands, July 7-11, 2007. The AIME 2007 goals were to present and consolidate the int- national state of the art of AI in biomedical research from the perspectives of methodology and application. The conference included invited lectures, a panel discussion, full and short papers, tutorials, workshops, and a doctoral cons- tium. In the conference announcement, authors were solicited to submit original contributions on the development of theory, systems, and applications of AI in medicine, including the exploitationof AI approachesto molecularmedicine and biomedical informatics. Authors of papers addressing theory were requested to describe the developmentorthe extensionof AI methods and to discuss the n- elty to the state of the art.

NBS Special Publication

NBS Special Publication
Author: Anonim
Publsiher: Unknown
Total Pages: 135
Release: 1968
ISBN: 1928374650XXX
Category: Weights and measures
Language: EN, FR, DE, ES & NL

NBS Special Publication Book Excerpt:

NIST Special Publication

NIST Special Publication
Author: Anonim
Publsiher: Unknown
Total Pages: 592
Release: 1980
ISBN: 1928374650XXX
Category: Weights and measures
Language: EN, FR, DE, ES & NL

NIST Special Publication Book Excerpt:

Intelligent Planning

Intelligent Planning
Author: Qiang Yang
Publsiher: Springer Science & Business Media
Total Pages: 252
Release: 2012-12-06
ISBN: 3642606180
Category: Computers
Language: EN, FR, DE, ES & NL

Intelligent Planning Book Excerpt:

"The central fact is that we are planning agents." (M. Bratman, Intentions, Plans, and Practical Reasoning, 1987, p. 2) Recent arguments to the contrary notwithstanding, it seems to be the case that people-the best exemplars of general intelligence that we have to date do a lot of planning. It is therefore not surprising that modeling the planning process has always been a central part of the Artificial Intelligence enterprise. Reasonable behavior in complex environments requires the ability to consider what actions one should take, in order to achieve (some of) what one wants and that, in a nutshell, is what AI planning systems attempt to do. Indeed, the basic description of a plan generation algorithm has remained constant for nearly three decades: given a desciption of an initial state I, a goal state G, and a set of action types, find a sequence S of instantiated actions such that when S is executed instate I, G is guaranteed as a result. Working out the details of this class of algorithms, and making the elabora tions necessary for them to be effective in real environments, have proven to be bigger tasks than one might have imagined.

Machine Learning and Knowledge Discovery in Databases

Machine Learning and Knowledge Discovery in Databases
Author: Peggy Cellier,Kurt Driessens
Publsiher: Springer Nature
Total Pages: 679
Release: 2020-03-27
ISBN: 3030438236
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.

Artificial General Intelligence

Artificial General Intelligence
Author: Joscha Bach,Ben Goertzel,Matthew Iklé
Publsiher: Springer
Total Pages: 381
Release: 2012-12-04
ISBN: 3642355064
Category: Computers
Language: EN, FR, DE, ES & NL

Artificial General Intelligence Book Excerpt:

This book constitutes the refereed proceedings of the 5th International Conference on Artificial General Intelligence, AGI 2012, held in Oxford, UK, in December 2012. The 34 revised full papers presented together with 4 invited keynote lectures were carefully reviewed and selected from 80 submissions. The papers are written by leading scientists involved in research and development of AI systems possessing general intelligence at the human level and beyond; with a special focus on humanoid robotics and AGI, cognitive robotics, creativity and AGI, the future evolution of advanced AGIs, and the dynamics of AGI goal systems.

AI IA 2003 Advances in Artificial Intelligence

AI IA 2003  Advances in Artificial Intelligence
Author: Associazione italiana per l'intelligenza artificiale. Congress,Italian association for artificial intelligence,Amedeo Cappelli,Associazione Italiana per l'Intelligenza Artificiale,Franco Turini
Publsiher: Springer Science & Business Media
Total Pages: 567
Release: 2003-09-24
ISBN: 354020119X
Category: Computers
Language: EN, FR, DE, ES & NL

AI IA 2003 Advances in Artificial Intelligence Book Excerpt:

This book constitutes the refereed proceedings of the 8th Congress of the Italian Association for Artificial Intelligence, AI*IA 2003, held in Pisa, Italy in September 2003. The 44 revised full papers presented were carefully reviewed and selected from 91 submissions. The papers are organized in topical sections on knowledge representation and reasoning, soft computing, machine learning, data mining, intelligent agents, planning, robotics, natural language processing, and applications in various fields.

PRICAI 2000 Topics in Artificial Intelligence

PRICAI 2000 Topics in Artificial Intelligence
Author: Riichiro Mizoguchi,John Slaney
Publsiher: Springer
Total Pages: 838
Release: 2007-12-07
ISBN: 3540445331
Category: Computers
Language: EN, FR, DE, ES & NL

PRICAI 2000 Topics in Artificial Intelligence Book Excerpt:

PRICAI 2000, held in Melbourne, Australia, is the sixth Pacific Rim Interna tional Conference on Artificial Intelligence and is the successor to the five earlier PRICAIs held in Nagoya (Japan), Seoul (Korea), Beijing (China), Cairns (Aus tralia) and Singapore in the years 1990, 1992, 1994, 1996 and 1998 respectively. PRICAI is the leading conference in the Pacific Rim region for the presenta tion of research in Artificial Intelligence, including its applications to problems of social and economic importance. The objectives of PRICAI are: To provide a forum for the introduction and discussion of new research results, concepts and technologies; To provide practising engineers with exposure to and an evaluation of evolving research, tools and practices; To provide the research community with exposure to the problems of practical applications of AI; and To encourage the exchange of AI technologies and experience within the Pacific Rim countries. PRICAI 2000 is a memorial event in the sense that it is the last one in the 20"" century. It reflects what researchers in this region believe to be promising for their future AI research activities. In fact, some salient features can be seen in the papers accepted. We have 12 papers on agents, while PRICAI 96 and 98 had no more than two or three. This suggests to us one of the directions in which AI research is going in the next century. It is true that agent research provides us with a wide range of research subjects from basic ones to applications.

Exploring Artificial Intelligence

Exploring Artificial Intelligence
Author: Howard E. Shrobe
Publsiher: Morgan Kaufmann
Total Pages: 708
Release: 2014-05-12
ISBN: 1483214451
Category: Computers
Language: EN, FR, DE, ES & NL

Exploring Artificial Intelligence Book Excerpt:

Exploring Artificial Intelligence: Survey Talks from the National Conference on Artificial Intelligence provides information pertinent to the distinct subareas of artificial intelligence research. This book discusses developments in machine learning techniques. Organized into six parts encompassing 16 chapters, this book begins with an overview of intelligent tutoring systems, which describes how to guide a student to learn new concepts. This text then links closely with one of the concerns of intelligent tutoring systems, namely how to interact through the utilization of natural language. Other chapters consider the various aspects of natural language understanding and survey the huge body of work that tries to characterize heuristic search programs. This book discusses as well how computer programs can create plans to satisfy goals. The final chapter deals with computational facilities that support. This book is a valuable resource for cognitive scientists, psychologists, domain experts, computer scientists, instructional designers, expert teachers, and research workers.

The Law and Economics of Privacy Personal Data Artificial Intelligence and Incomplete Monitoring

The Law and Economics of Privacy  Personal Data  Artificial Intelligence  and Incomplete Monitoring
Author: James Langenfeld,Frank Fagan,Samuel Clark
Publsiher: Emerald Group Publishing
Total Pages: 216
Release: 2022-03-22
ISBN: 180262001X
Category: Business & Economics
Language: EN, FR, DE, ES & NL

The Law and Economics of Privacy Personal Data Artificial Intelligence and Incomplete Monitoring Book Excerpt:

The Law and Economics of Privacy, Personal Data, Artificial Intelligence, and Incomplete Monitoring showcases the cutting edge theoretical and empirical findings for researchers and professionals considering these complex issues intersecting law, technology, and economics.