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Information Granularity, Big Data, and Computational Intelligence
The recent pursuits emerging in the realm of big data processing, interpretation, collection and organization have emerged in numerous sectors including business, industry and government organizations. Data sets such as customer transactions for a mega-retailer, weather monitoring, intelligence gathering, quickly outpace the capacities of traditional techniques and tools of data analysis. The 3…
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- ISBN/ISSN
- 978-3-319-08253-0
- Collation
- XI, 444
- Series Title
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- Call Number
- 004 INF
Granular Computing in Decision Approximation: An Application of Rough Mereology
This book presents a study in knowledge discovery in data with knowledge understood as a set of relations among objects and their properties. Relations in this case are implicative decision rules and the paradigm in which they are induced is that of computing with granules defined by rough inclusions, the latter introduced and studied within rough mereology, the fuzzified version of mereology. …
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- ISBN/ISSN
- 978-3-319-12879-5
- Collation
- XV, 452
- Series Title
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- Call Number
- 004
Grammar-Based Feature Generation for Time-Series Prediction
This book proposes a novel approach for time-series prediction using machine learning techniques with automatic feature generation. Application of machine learning techniques to predict time-series continues to attract considerable attention due to the difficulty of the prediction problems compounded by the non-linear and non-stationary nature of the real world time-series. The performance of m…
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- ISBN/ISSN
- 978-981-287-410-8
- Collation
- XI, 99
- Series Title
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- Call Number
- 004 GRA
Challenging Problems and Solutions in Intelligent Systems
This volume presents recent research, challenging problems and solutions in Intelligent Systems– covering the following disciplines: artificial and computational intelligence, fuzzy logic and other non-classic logics, intelligent database systems, information retrieval, information fusion, intelligent search (engines), data mining, cluster analysis, unsupervised learning, machine learning, in…
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- ISBN/ISSN
- 978-3-319-30165-5
- Collation
- -
- Series Title
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- Call Number
- 006.3
Challenges in Computational Statistics and Data Mining
This volume contains nineteen research papers belonging to the areas of computational statistics, data mining, and their applications. Those papers, all written specifically for this volume, are their authors’ contributions to honour and celebrate Professor Jacek Koronacki on the occcasion of his 70th birthday. The book’s related and often interconnected topics, represent Jacek Korona…
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- ISBN/ISSN
- 978-3-319-18781-5
- Collation
- -
- Series Title
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- Call Number
- 006.3
Challenges in Automation: Robotics and Measurement Techniques
This book presents the set of papers accepted for presentation at the International Conference Automation, held in Warsaw, 2-4 March of 2016. It presents the research results presented by top experts in the fields of industrial automation, control, robotics and measurement techniques. Each chapter presents a thorough analysis of a specific technical problem which is usually followed by numerica…
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- ISBN/ISSN
- 978-3-319-29357-8
- Collation
- -
- Series Title
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- Call Number
- 006.3
Towards Paraconsistent Engineering
This book presents a collection of contributions from related logics to applied paraconsistency. Moreover, all of them are dedicated to Jair Minoro Abe,on the occasion of his sixtieth birthday. He is one of the experts in Paraconsistent Engineering, who developed the so-called annotated logics. The book includes important contributions on foundations and applications of paraconsistent logics in…
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- ISBN/ISSN
- 978-3-319-40418-9
- Collation
- -
- Series Title
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- Call Number
- -
Towards Cognitive Cities Advances in Cognitive Computing and its Application…
This book introduces the readers to the new concept of cognitive cities. It demonstrates why cities need to become cognitive and why therefore a concept of cognitive city is needed. It highlights the main building blocks of cognitive cities and illustrates the concept by various cases. Following a concise introductory chapter the book features nine chapters illustrating various aspects and dime…
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- ISBN/ISSN
- 978-3-319-33798-2
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- -
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Toward Robotic Socially Believable Behaving Systems - Volume II Modeling Soc…
This volume presents a collection of research studies on sophisticated and functional computational instruments able to recognize, process, and store relevant situated interactional signals, as well as, interact with people, displaying reactions (under conditions of limited time) that show abilities of appropriately sensing and understanding environmental changes, producing suitable, autonomous…
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- ISBN/ISSN
- 978-3-319-31053-4
- Collation
- -
- Series Title
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- Call Number
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Toward Robotic Socially Believable Behaving Systems - Volume I Modeling Emot…
This volume is a collection of research studies on the modeling of emotions in complex autonomous systems. Several experts in the field are reporting their efforts and reviewing the literature in order to shed lights on how the processes of coding and decoding emotional states took place in humans, which are the physiological, physical, and psychological variables involved, invent new mathemati…
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- ISBN/ISSN
- 978-3-319-31056-5
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- -
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