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Unsupervised Learning Algorithms
This book summarizes the state-of-the-art in unsupervised learning. The contributors discuss how with the proliferation of massive amounts of unlabeled data, unsupervised learning algorithms, which can automatically discover interesting and useful patterns in such data, have gained popularity among researchers and practitioners. The authors outline how these algorithms have found numerous appli…
- Edition
- -
- ISBN/ISSN
- 978-3-319-24211-8
- Collation
- 59 b/w illustrations, 101 illustrations in colour
- Series Title
- -
- Call Number
- -
Afro-European Conference for Industrial Advancement: Proceedings of the First…
This volume contains accepted papers presented at AECIA2014, the First International Afro-European Conference for Industrial Advancement. The aim of AECIA was to bring together the foremost experts as well as excellent young researchers from Africa, Europe, and the rest of the world to disseminate latest results from various fields of engineering, information, and communication technologies. Th…
- Edition
- Ed. 1
- ISBN/ISSN
- 978-3-319-13572-4
- Collation
- XIV, 384
- Series Title
- Advances in Intelligent Systems and Computing
- Call Number
- 006.3 AFR a
Advances of Evolutionary Computation: Methods and Operators
The goal of this book is to present advances that discuss alternative Evolutionary Computation (EC) developments and non-conventional operators which have proved to be effective in the solution of several complex problems. The book has been structured so that each chapter can be read independently from the others. The book contains nine chapters with the following themes: 1) Introduction, 2) t…
- Edition
- Ed. 1
- ISBN/ISSN
- 978-3-319-80366-1
- Collation
- XIV, 202
- Series Title
- Studies in Computational Intelligence
- Call Number
- 006.3 CUE a
Heuristic Reasoning
How can we advance knowledge? Which methods do we need in order to make new discoveries? How can we rationally evaluate, reconstruct and offer discoveries as a means of improving the ‘method’ of discovery itself? And how can we use findings about scientific discovery to boost funding policies, thus fostering a deeper impact of scientific discovery itself? The respective chapters in this …
- Edition
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- ISBN/ISSN
- 978-3-319-09158-7
- Collation
- V, 191
- Series Title
- -
- Call Number
- 004 HEU
Advances in Social Media Analysis
This volume presents a collection of carefully selected contributions in the area of social media analysis. Each chapter opens up a number of research directions that have the potential to be taken on further in this rapidly growing area of research. The chapters are diverse enough to serve a number of directions of research with Sentiment Analysis as the dominant topic in the book. The auth…
- Edition
- Ed. 1
- ISBN/ISSN
- 978-3-319-18458-6
- Collation
- VII, 151
- Series Title
- Studies in Computational Intelligence
- Call Number
- 006.3 ADV a
Advances in Signal Processing and Intelligent Recognition Systems: Proceeding…
This Edited Volume contains a selection of refereed and revised papers originally presented at the second International Symposium on Signal Processing and Intelligent Recognition Systems (SIRS-2015), December 16-19, 2015, Trivandrum, India. The program committee received 175 submissions. Each paper was peer reviewed by at least three or more independent referees of the program committee and the…
- Edition
- Ed. 1
- ISBN/ISSN
- 978-3-319-28658-7
- Collation
- XXIV, 712
- Series Title
- Advances in Intelligent Systems and Computing
- Call Number
- 006.3 ADV a
Advances in Self-Organizing Maps and Learning Vector Quantization: Proceeding…
This book contains the articles from the international conference 11th Workshop on Self-Organizing Maps 2016 (WSOM 2016), held at Rice University in Houston, Texas, 6-8 January 2016. WSOM is a biennial international conference series starting with WSOM'97 in Helsinki, Finland, under the guidance and direction of Professor Tuevo Kohonen (Emeritus Professor, Academy of Finland). WSOM brings toget…
- Edition
- Ed. 1
- ISBN/ISSN
- 978-3-319-28518-4
- Collation
- XIII, 370
- Series Title
- Advances in Intelligent Systems and Computing
- Call Number
- 006.3 ADV a
Human Paleoneurology
The book presents an integrative review of paleoneurology, the study of endocranial morphology in fossil species. The main focus is on showing how computed methods can be used to support advances in evolutionary neuroanatomy, paleoanthropology and archaeology and how they have contributed to creating a completely new perspective in cognitive neuroscience. Moreover, thanks to its multidisciplina…
- Edition
- -
- ISBN/ISSN
- 978-3-319-08499-2
- Collation
- IX, 250
- Series Title
- -
- Call Number
- 004 HUM
The Foundations of Computability Theory
This book offers an original and informative view of the development of fundamental concepts of computability theory. The treatment is put into historical context, emphasizing the motivation for ideas as well as their logical and formal development. In Part I the author introduces computability theory, with chapters on the foundational crisis of mathematics in the early twentieth century, and f…
- Edition
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- ISBN/ISSN
- 978-3-662-44808-3
- Collation
- XX, 331
- Series Title
- -
- Call Number
- -
Uncertainty in Biology A Computational Modeling Approach
Computational modeling allows to reduce, refine and replace animal experimentation as well as to translate findings obtained in these experiments to the human background. However these biomedical problems are inherently complex with a myriad of influencing factors, which strongly complicates the model building and validation process. This book wants to address four main issues related to the bu…
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- -
- ISBN/ISSN
- 978-3-319-21296-8
- Collation
- IX, 478
- Series Title
- -
- Call Number
- -
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