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| IEEE Transactions on Pattern Analysis and Machine Intelligence The IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) is published monthly. Its Editorial Board strives to publish papers that present important research results within TPAMI's scope. These include statistical and structural pattern recognition; image analysis; computational models of vision; computer vision systems; enhancement, restoration, segmentation, feature extraction, shape and texture analysis; applications of pattern analysis in medicine, industry, government, and the arts and probabilistic inference, learning, speech recognition, character and text language, expert systems, and specialized architectures for such processing. | IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics The scope of the IEEE Transactions on Systems, Man and Cybernetics Part B: Cybernetics includes the field of cybernetics, or computational intelligence, including: communication and control across humans, machines and organizations at the structural or neural level as well as at functional and purposeful levels. It focuses on such topics as vision, neural networks, genetic algorithms, fuzzy systems, and robotics. | Journal of Evolutionary Economics Journal of Evolutionary Economics The Journal of Evolutionary Economics serves as an international forum for this new approach to economics. Following the tradition of Joseph A. Schumpeter, it focuses on original research with an evolutionary view of the economy. Articles feature a strong emphasis on dynamics, changing structures, and disequilibrium processes with an evolutionary perspective. The journal also stresses interdisciplinary analysis and theoretical, methodological, and applied work. | Journal of Advanced Computational Intelligence This journal focuses on Advanced Computational Intelligence, including the synergetic integration of neural networks, fuzzy logic and evolutionary computation, so that more intelligent system can be built to industrial applications. | Connection Science Connection Science is an interdisciplinary scientific and technical journal that has, since 1989, been a focus for research on connectionist modelling and neural network learning in both living and artificial systems with an emphasis on cognition and AI. Papers on these traditional themes are still strongly encouraged. However, in 2002, in response to exciting new work in evolutionary methods and adaptive robotics, its scope was broadened to include computational research on all biologically inspired adaptive mechanisms as well as all areas of biologically inspired robotics research. | IEEE Transactions on Knowledge and Data Engineering The IEEE Computer Society seeks applicants for the position of editor in chief, serving two-year terms starting 1 January 2013. Prospective candidates are asked to provide (as PDF files), by 1 March 2012, a complete curriculum vitae, a brief plan for the publication?s future, and a letter of support from their institution or employer. | Evolutionary Computation Evolutionary Computation is the leading journal in its field. It provides an international forum for facilitating and enhancing the exchange of information among researchers involved in both the theoretical and practical aspects of computational systems drawing their inspiration from nature. | Computational Intelligence This leading international journal promotes and stimulates research in the field of artificial intelligence (AI). Covering a wide range of issues - from the tools and languages of AI to its philosophical implications - Computational Intelligence provides a vigorous forum for the publication of both experimental and theoretical research, as well as surveys and impact studies. The journal is designed to meet the needs of a wide range of AI workers in academic and industrial research. | Journal of Artificial Intelligence Research JAIR(ISSN 1076 - 9757) covers all areas of artificial intelligence (AI), publishing refereed research articles, survey articles, and technical notes. Established in 1993 as one of the first electronic scientific journals, JAIR is indexed by INSPEC, Science Citation Index, and MathSciNet. JAIR reviews papers within approximately three months of submission and publishes accepted articles on the internet immediately upon receiving the final versions. JAIR articles are published for free distribution on the internet by the AI Access Foundation, and for purchase in bound volumes by AAAI Press. | IEEE Intelligent Systems Brain informatics (BI) is an emerging interdisciplinary and multidisciplinary research field that focuses on studying the mechanisms underlying the human information processing system. BI investigates the essential functions of the brain, ranging from perception to thinking, and encompassing such areas as perception, emotion, memory, language, heuristic search, reasoning, planning, decision making, problem solving, discovery, and creativity. This special issue of IS presents some of the best works being developed worldwide that deal with the challenges of BI from an intelligent systems perspective. | Neural Computing and Applications Neural Computing & Applications is an international journal which publishes original research and other information in the field of practical applications of neural computing and related techniques such as genetic algorithms, fuzzy logic and neuro-fuzzy systems. | The IEEE Intelligent Informatics The IEEE Intelligent Informatics Bulletin is the official publication of the Technical Committee on Intelligent Informatics ( TCII ) of the IEEE Computer Society, which will be published and distributed once a year in both hardcopies (ISSN 1727-5997) and electronic copies (ISSN 1727-6004) to all the members of the IEEE TCII. | IEEE Transactions on Neural Networks » The Proceedings of the IEEE » Copyright Information and Form » IEEE Magazines » IEEE History Center »Publications IEEE Transactions on Neural Networks Published by the IEEE Computational Intelligence Society IEEE Neural Networks Council Field of Interest The field of interest of the Council and its activities and programs shall be the theory, design, application and development of biologically and linguistically motivated computational paradigms involving neural networks, including connectionist systems, genetic algorithms, evolutionary programming, fuzzy systems, and hybrid intelligent systems in which these paradigms are contained. | IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans 1. Integration of the theories of communication, control, cybernetics, stochastics, optimization, and system structure towards the formulation of a general theory of systems; 2. development of systems engineering technology including problem definition methods, modeling, and simulation, methods of system experimentation, human factors engineering, data and methods, systems design techniques and test and evaluation methods; and 3. application of the above at both hardware and software levels to the analysis and socio-economic, social service, computer information, and tional man-machine systems. | Machine Learning Machine Learning is the study of computer algorithms that improve automatically through experience. Applications range from datamining programs that discover general rules in large data sets, to information filtering systems that automatically learn users' interests. This book provides a single source introduction to the field. It is written for advanced undergraduate and graduate students, and for developers and researchers in the field. No prior background in artificial intelligence or statistics is assumed. | Genetic Programming and Evolvable Machines Genetic Programming and Evolvable Machines A unique source reporting on methods for artificial evolution of programs and machines Reports innovative and significant progress in automatic evolution of software and hardware. Features both theoretical and application papers. Covers hardware implementations, artificial life, molecular computing and emergent computation techniques. Examines such related topics as evolutionary algorithms with variable-size genomes, alternate methods of program induction, approaches to engineering systems development based on embryology, morphogenesis or other techniques inspired by adaptive natural systems. | IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews These Transactions will present overview, tutorial, and application papers concerning all areas of interest to the SMC Society: systems engineering, human factors and human machine systems, and cybernetics and computational intelligence. | IEEE Robotics and Automation Society The IEEE Robotics and Automation Society (IEEE RAS) is a professional society of the IEEE, world's largest professional association for the advancement of technology. Like all other 37 IEEE societies, the Robotics and Automation society provides publications, conferences, community networking, and many other benefits to members within our specialty areas. The Society strives to advance innovation, education, and fundamental and applied research in Robotics and Automation. Robotics focuses on systems incorporating sensors and actuators that operate autonomously or semi-autonomously in cooperation with humans. Robotics research emphasizes intelligence and adaptability to cope with unstructured environments. Automation research emphasizes efficiency, productivity, quality, and reliability, focusing on systems that operate autonomously,often in structured environments over extended periods, and on the explicit structuring of such environments. | Applied Artificial Intelligence Applied Artificial Intelligence addresses concerns in applied research and applications of artificial intelligence (AI). The journal also acts as a medium for exchanging ideas and thoughts about impacts of AI research. Articles highlight advances in uses of AI systems for solving tasks in management, industry, engineering, administration, and education; evaluations of existing AI systems and tools, emphasizing comparative studies and user experiences; and the economic, social, and cultural impacts of AI. Papers on key applications, highlighting methods, time schedules, person-months needed, and other relevant material are welcome. | Evolutionary Optimization The subject of Evolutionary Optimization has recently experienced a remarkable growth. New concepts, methods and applications are being continually proposed and exploited to provide efficient tools for solving a variety of optimization problems. The aim of this international journal is to collect and disseminate the progressive body of knowledge on evolutionary optimization techniques and their applications, via a single organized medium. These techniques include Genetic Algorithms, Genetic Programming, Evolutionary Programming and Evolution Strategies among others, all of which are inspired by restricted models of natural evolution. |
| Παραδείγματα |
| Παράδειγμα εκπαίδευσης ενός Perceptron | Παράδειγμα Εκμάθησης του multilayer perceptron | Άσκηση |
