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A Showcase of the Use of Autoencoders in Feature Learning Applications [chapter]

David Charte, Francisco Charte, María J. del Jesus, Francisco Herrera
2019 Precision Manufacturing  
This work presents these applications and provides details on how autoencoders can perform them, including code samples making use of an R package with an easy-to-use interface for autoencoder design and  ...  Autoencoders are techniques for data representation learning based on artificial neural networks.  ...  In the last decade, deep learning methods have been gaining use since computing capabilities and D.  ... 
doi:10.1007/978-3-030-19651-6_40 dblp:conf/iwinac/CharteCJH19 fatcat:mgl5mbllfje6liprhvhs4fqctq

Bio-inspired population-based meta-heuristics for problem solving

Jos Manuel Ferrández, Ramiro Varela
2017 Natural Computing  
The International Work-Conference on the Interplay between Natural and Artificial Computation (IWINAC) was started by Professor José Mira in 2005; since then is a biannual conference with focus on the  ...  relationship between natural processes and computational models.  ...  The International Work-Conference on the Interplay between Natural and Artificial Computation (IWINAC) was started by Professor José Mira in 2005; since then is a biannual conference with focus on the  ... 
doi:10.1007/s11047-017-9624-3 fatcat:lfwflixg4betpgq3wem7e4piia

Neural Computation links Neuroscience: a synergistic approach

J. M. Ferrández, E. Barakova, J. M. Górriz
2020 Neural computing & applications (Print)  
,-volV) Publisher's Note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations. Neural Computing and Applications  ...  Neural Computing and Applications https://doi.org/10.1007/s00521-020-04950-3( 0123456789().,-volV) (0123456789().  ...  Furthermore, these works stand out from the contributions to the International Work conference on the Interplay between Natural and Artificial Computation.  ... 
doi:10.1007/s00521-020-04950-3 fatcat:tfrdibbzpjarjghb4ex5itjrde

Introduction

2016 Integrated Computer-Aided Engineering  
The manuscripts included in this special issue grew out of 5th International Work-Conference on the Interplay Between Natural and Artificial Computation (IWINAC 2015), Elche, Alicante, Spain, June 1-June  ...  Through IWINAC international meeting we provide a forum in which research in different fields can converge to create new computational paradigms that are on the frontier between Natural sciences and Information  ... 
doi:10.3233/ica-160524 fatcat:sdb5chp2vfffdbspcghq6sevv4

The Interplay between Lexical Resources and Natural Language Processing [article]

Jose Camacho-Collados and Luis Espinosa-Anke and Mohammad Taher Pilehvar
2018 arXiv   pre-print
Two main types of audience can benefit from this tutorial: those working on language resources who are interested in becoming acquainted with automatic NLP techniques, with the end goal of speeding and  ...  /or easing up the process of resource curation; and on the other hand, researchers in NLP who would like to benefit from the knowledge of lexical resources to improve their systems and models.  ...  In Proceedings of COLING 2014, the 25th International Conference on Computational Linguistics: Technical Papers, pages 1591-1600, Dublin, Ireland. Guido Boella and Luigi Di Caro. 2013.  ... 
arXiv:1807.00571v1 fatcat:6oeuajm7nja5bom4qyxk4zqxtu

The Interplay of Knowledge Representation with Various Fields of Artificial Intelligence in Medicine

Laszlo Balkanyi, Ronald Cornet
2019 IMIA Yearbook of Medical Informatics  
To understand and characterize medical AI and the role of KR, we analyzed: (1) the proportion of papers in MEDLINE related to KR and various AI fields; (2) the interplay among KR and AI fields and overlaps  ...  among the AI fields; (3) interconnectedness of fields; and (4) phrase frequency and collocation based on a corpus of abstracts.  ...  Intelligence, MLDM -International Conference on Machine Learning and Data Mining, or Intelligent Systems Conference, which may not be indexed in MEDLINE.  ... 
doi:10.1055/s-0039-1677899 pmid:31022748 pmcid:PMC6697493 fatcat:ev5n5ycv7nhvndrlb3guhe5ke4

Searching for Well-Behaved Fragments of Halpern-Shoham Logic

Przemysław Andrzej Wałęga
2017 Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence  
Temporal reasoning constitutes one of the main topics within the field of Artificial Intelligence.  ...  ., expressive enough for practical applications and of low computational complexity - HS fragments obtained by imposing syntactical restrictions on the usage of propositional connectives in their languages  ...  Acknowledgments This work is supported by the NCN grant DEC-2011/02/A/HS1/00395.  ... 
doi:10.24963/ijcai.2017/769 dblp:conf/ijcai/Walega17 fatcat:qf6jfhgkibghphke5vrzo3jscy

Co-performance

Lenneke Kuijer, Elisa Giaccardi
2018 Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems - CHI '18  
(HCI) researchers and practitioners a new perspective on the role of artificial agency in everyday life, from automated systems to autonomous devices.  ...  From this perspective, coperformance acknowledges the dynamic differences in capabilities between humans and artifacts, and highlights the fundamentally recursive relation between professional design and  ...  ACKNOWLEDGMENTS We would like to thank the many colleagues and peers with whom we have discussed these ideas over the years.  ... 
doi:10.1145/3173574.3173699 dblp:conf/chi/KuijerG18 fatcat:hjvwyi433jdrxorun3pv3rzsmu

Preface

Marian Gheorghe, Gheorghe Păun, Mario J. Pérez-Jiménez, Agustín Riscos-Núñez
2016 Natural Computing  
Most of them are computationally universal and, if an exponential working space can be produced in polynomial time (e.g., by membrane division) during the computation, then they are able to solve computationally  ...  Membrane computing is an area of natural computing, initiated in 1998, which studies models of computation inspired by the structure and functioning of living cells, and the organization of cells in tissues  ...  Three international meetings dedicated to membrane computing take place each year: the Conference on Membrane Computing, CMC (the 16th edition in 2015 was held in Valencia, Spain), the Asian Conference  ... 
doi:10.1007/s11047-016-9568-z fatcat:bqtxjq2jlvhjbbcjsqqhhpqu4u

Reports on the 2013 AAAI Fall Symposium Series

Gully Burns, Yolanda Gil, Yan Liu, Natalia Villanueva-Rosales, Sebastian Risi, Joel Lehman, Jeff Clune, Christian Lebiere, Paul S. Rosenbloom, Frank Van Harmelen, James A. Hendler, Pascal Hitzler (+2 others)
2014 The AI Magazine  
(FS-13-02); Integrated Cognition (FS-13-03); Semantics for Big Data (FS-13-04); and Social Networks and Social Contagion: Web Analytics and Computational Social Science (FS-13-05).  ...  The Association for the Advancement of Artificial Intelligence was pleased to present the 2013 Fall Symposium Series, held Friday through Sunday, November 15–17, at the Westin Arlington Gateway in Arlington  ...  school, and a redefinition of the existing conferences to expand their existing scope to provide a natural home for a broader range of work on integrated cognition.  ... 
doi:10.1609/aimag.v35i2.2538 fatcat:sg6wyb2r7na7pmfticcrapdvca

Signals & Systems: Clever Connections

Ruth G. Lennon, Eoghan Furey, Juanita Blue
2020 2020 31st Irish Signals and Systems Conference (ISSC)  
The conference theme aims to reflect these advancements by focusing on interconnectivity between all components, including everything from people to machines.  ...  The ISSC2020 has taken the direction of focusing on the evolving nature of signals connecting Humans, Signals, Systems and the ever increasing role of the internet in connecting peripheral devices.  ...  INTRODUCTION When considering artificial intelligence in the connected world we must consider how our systems use data and signals are used to transmit information between systems.  ... 
doi:10.1109/issc49989.2020.9180167 fatcat:xjv4i3wajneulm34ffqmuv5ufe

Guest editorial: special issue on selected papers from the European conference on genetic programming

Sara Silva, James A. Foster
2012 Genetic Programming and Evolvable Machines  
at the conference and the ones included in this special issue.  ...  A measure of robustness is used to quantify neutrality, and the authors analyse the interplay between robustness, evolvability, and accessibility amongst genotypes, phenotypes, and fitness values in Linear  ... 
doi:10.1007/s10710-012-9167-4 pmid:27182197 pmcid:PMC4863703 fatcat:65ddiea56nhpnm3jbciddzen6q

The Emerging Landscape of Explainable Automated Planning & Decision Making

Tathagata Chakraborti, Sarath Sreedharan, Subbarao Kambhampati
2020 Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence  
In this paper, we provide a comprehensive outline of the different threads of work in Explainable AI Planning (XAIP) that has emerged as a focus area in the last couple of years and contrast that with  ...  researcher with some perspective on the evolution of the exciting world of explainable planning.  ...  Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence Sister Conferences Best Papers Track  ... 
doi:10.24963/ijcai.2020/661 dblp:conf/ijcai/SridharanM20 fatcat:ltnwze2um5eehf47eofkcyxv2a

Interacting with the real world: design principles for intelligent systems

Rolf Pfeifer, Gabriel Gómez
2005 Artificial Life and Robotics  
Rather than studying computation alone, we must consider the interplay between morphology, materials, brain (control), and the environment.  ...  A number of case studies are presented, and it is demonstrated how artificial evolution and morphogenesis can be used to systematically investigate this interplay.  ...  Tokyo, and Masanori Sugisaka for inviting him to the AROB 9th Conference.  ... 
doi:10.1007/s10015-004-0343-3 fatcat:tukcmeoiqbecvcvpb2wyy4fugi

Open Problems in Artificial Life

Mark A. Bedau, John S. McCaskill, Norman H. Packard, Steen Rasmussen, Chris Adami, David G. Green, Takashi Ikegami, Kunihiko Kaneko, Thomas S. Ray
2000 Artificial Life  
This article lists fourteen open problems in artificial life, each of which is a grand challenge requiring a major advance on a fundamental issue for its solution.  ...  Each problem is briefly explained, and, where deemed helpful, some promising paths to its solution are indicated.  ...  Special thanks to Inman Harvey for his participation in the conference round table and his critical and constructive comments on this paper.  ... 
doi:10.1162/106454600300103683 pmid:11348587 fatcat:jwotpvo4ajgnbkiyg2ow27ap4u
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