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This book reconsiders key issues, such as description and explanation, which affect data analytics. For starters: the soul does not exist. Once released from this cumbersome roommate, we are left with complex biological systems: namely, ourselves, who must configure their environment in terms of worlds that are compatible with what they sense. Far from supplying yet another cosmogony, the book provides the cultivated reader with computational tools for describing and understanding data arising from his surroundings, such as climate parameters or stock market trends, even the win/defeat story of his son football team. Besides the superposition of the very many universes considered by quantum mechanics, we aim to manage families of worlds that may have generated those data through the key feature of their compatibility. Starting from a sharp engineering of ourselves in term of pairs consisting of genome plus a neuron ensemble, we toss this feature in different cognitive frameworks within a span of exploitations ranging from probability distributions to the latest implementations of machine learning. From the perspective of human society as an ensemble of the above pairs, the book also provides scientific tools for analyzing the benefits and drawbacks of the modern paradigm of the world as a service.
Mathematics --- Artificial intelligence. Robotics. Simulation. Graphics --- Computer. Automation --- neuronale netwerken --- fuzzy logic --- cybernetica --- wiskunde --- KI (kunstmatige intelligentie) --- Computational intelligence. --- Artificial intelligence. --- Neural networks (Computer science). --- Computational Intelligence. --- Artificial Intelligence. --- Mathematical Models of Cognitive Processes and Neural Networks. --- AI (artificiële intelligentie) --- Neural networks (Computer science)
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Mathematical logic --- Mathematical statistics --- Biomathematics. Biometry. Biostatistics --- Computer science --- Information systems --- Artificial intelligence. Robotics. Simulation. Graphics --- Computer. Automation --- patroonherkenning --- IR (information retrieval) --- factoranalyse --- bio-informatica --- informatica --- biometrie --- wiskunde --- logica --- robots
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Office management --- Information systems --- Artificial intelligence. Robotics. Simulation. Graphics --- Computer. Automation --- neuronale netwerken --- ICT (informatie- en communicatietechnieken) --- informatica --- maatschappij --- bedrijfsadministratie --- informatiesystemen --- database management --- informatica management --- robots
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Office management --- Information systems --- Artificial intelligence. Robotics. Simulation. Graphics --- Computer. Automation --- neuronale netwerken --- ICT (informatie- en communicatietechnieken) --- informatica --- maatschappij --- bedrijfsadministratie --- informatiesystemen --- database management --- informatica management --- robots
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These three volumes are a collection of the contributions presented to the joint th conferencesofKES2007,the11 InternationalConferenceonKnowledge-Based and Intelligent Information and Engineering Systems, and the WIRN 2007, the th 17 Italian Workshop on Neural Networks, held in Vietri sul Mare, Italy, in September 2007. TheformulabywhichKESconferencesgatherover500peopleeachyearfrom the four corners of the globe to discuss the topic of knowledge-based and int- ligent information and engineering systems is: an open mind with rigor. Within the vastuniverseofthe conferencescenteredaroundthekeywordsinformation and computational intelligence, we encourage in our meetings the o?ering of newideas andtechniques to givesolutions to the never-endingseriesof problems and challenges that our own intelligence poses. As a precious attribute of the human brain, we will never be disturbed by the novelty, and possibly the provocation, of new mental paradigms and h- ardous conjectures, especially if they are raised by fresh research teams. At the same time, we have riddled eachcontribution using the sieve of scienti?c quality, checking the rigor with which the ideas are illustrated, their understandability and the support of the theory or of the experimental evidence. The structure of the conference re?ects this philosophy. In addition to re- lartracksonthemain?eldsofthediscipline,weinvitedscientiststoproposes- sions focused on topics of high interest. Their response was generous and based onallsources,wereceivedsome1203submissions.Fromthisnumberwecollected 11 general track sessions and 47 invited sessions to make a total of 409 papers after a severe referee screening, an acceptance rate of 34%. Thus the reader may havefromthesevolumesanalmostexhaustiveoverviewofresearcher'sandprac- tioner'scurrentworkinthe?eldofinformationextractionandintelligentsystems.
Office management --- Information systems --- Artificial intelligence. Robotics. Simulation. Graphics --- Computer. Automation --- neuronale netwerken --- ICT (informatie- en communicatietechnieken) --- informatica --- maatschappij --- bedrijfsadministratie --- informatiesystemen --- database management --- informatica management --- robots
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Engineering sciences. Technology --- Computer. Automation --- analyse (wiskunde) --- software engineering --- ingenieurswetenschappen
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This volume collects a selection of contributions which has been presented at the 22nd Italian Workshop on Neural Networks, the yearly meeting of the Italian Society for Neural Networks (SIREN). The conference was held in Italy, Vietri sul Mare (Salerno), during May 17-19, 2012. The annual meeting of SIREN is sponsored by International Neural Network Society (INNS), European Neural Network Society (ENNS) and IEEE Computational Intelligence Society (CIS). The book – as well as the workshop- is organized in three main components, two special sessions and a group of regular sessions featuring different aspects and point of views of artificial neural networks and natural intelligence, also including applications of present compelling interest.
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Artificial intelligence. Robotics. Simulation. Graphics --- Computer. Automation --- machine learning --- automatisering --- robots
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