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An Introduction to Machine Learning
This book presents basic ideas of machine learning in a way that is easy to understand, by providing hands-on practical advice, using simple examples, and motivating students with discussions of interesting applications. The main topics include Bayesian classifiers, nearest-neighbor classifiers, linear and polynomial classifiers, decision trees, neural networks, and support vector machines. Lat…
- Edition
- Ed. 1
- ISBN/ISSN
- 978-3-319-20010-1
- Collation
- XIII, 291
- Series Title
- -
- Call Number
- 006.3 KUB i
Integration of AI and OR Techniques in Constraint Programming 12th Internati…
This book constitutes the proceedings of the 12th International Conference on the Integration of Artificial Intelligence (AI) and Operations Research (OR) Techniques in Constraint Programming, CPAIOR 2015, held in Barcelona, Spain, in May 2015. The 29 papers presented together with 8 short papers in this volume were carefully reviewed and selected from 90 submissions. The purpose of the confere…
- Edition
- -
- ISBN/ISSN
- 978-3-319-18008-3
- Collation
- -
- Series Title
- -
- Call Number
- -
Pattern Recognition and Machine Intelligence, 6th International Conference, P…
Dengan senang hati kami mempersembahkan prosiding Konferensi Iberia ke-7 tentang Pengenalan Pola dan Analisis Citra, IbPRIA 2015. Konferensi ini diadakan di Santiago de Compostela, Spanyol, mengikuti jejak pertemuan sukses sebelumnya di Andraxt (2003), Estoril (2005), Girona (2007), Pó Voa de Varzim (2009), Las Palmas de Gran Canaria (2011), dan Madeira (2013). IbPRIA merupakan konferensi inte…
- Edition
- Vol. 9124
- ISBN/ISSN
- 978-3-319-19941-2
- Collation
- -
- Series Title
- Lecture Notes in Computer Science (LNCS)
- Call Number
- T 006.3 KRY p c.1
Pattern Analysis, Intelligent Security and the Internet of Things
Selamat datang di Melaka, Malaysia, dan Simposium Paralel Kongres Dunia Teknologi Informasi dan Komunikasi Keempat 2014 (WICT 2014) selama 8-11 Desember 2014. Pada abad yang lalu, masyarakat kita telah mengalami beberapa periode perubahan dramatis, didorong oleh inovasi seperti sistem transportasi, telepon. Beberapa dekade terakhir telah mengalami teknologi yang berkembang begitu pesat, menguba…
- Edition
- Vol. 355
- ISBN/ISSN
- 978-3-319-17398-6
- Collation
- -
- Series Title
- Advances in Intelligent Systems and Computing (AISC)
- Call Number
- T 006.3 ABR
Integrated Uncertainty in Knowledge Modelling and Decision Making 4th Intern…
This book constitutes the refereed proceedings of the 4th International Symposium on Integrated Uncertainty in Knowledge Modeling and Decision Making, IUKM 2015, held in Nha Trang, Vietnam, in October 2015. The 40 revised full papers were carefully reviewed and selected from 58 submissions and are presented together with three keynote and invited talks. The papers provide a wealth of new ide…
- Edition
- -
- ISBN/ISSN
- 978-3-319-25135-6
- Collation
- -
- Series Title
- -
- Call Number
- -
New Trends in Intelligent Information and Database Systems
Intelligent information and database systems are two closely related subfields of modern computer science which have been known for over thirty years. They focus on the integration of artificial intelligence and classic database technologies to create the class of next generation information systems. The book focuses on new trends in intelligent information and database systems and discusses to…
- Edition
- 1
- ISBN/ISSN
- 978-3-319-16210-2
- Collation
- X, 382
- Series Title
- Studies in Computational Intelligence
- Call Number
- -
New Trends in Image Analysis and Processing -- ICIAP 2015 Workshops
This book constitutes the refereed proceedings of seven workshops held at the 18th International Conference on Image Analysis and Processing, ICIAP 2015, in Genoa, Italy, in September 2015: International Workshop on Recent Advances in Digital Security: Biometrics and Forensics, BioFor 2015; International Workshop on Color in Texture and Material Recognition, CTMR 2015; International Workshop on…
- Edition
- 1
- ISBN/ISSN
- 0302-9743
- Collation
- XXVII, 599
- Series Title
- Lecture Notes in Computer Science
- Call Number
- -
New Trends in Database and Information Systems II
This volume contains the papers of 3 workshops and the doctoral consortium, which are organized in the framework of the 18th East-European Conference on Advances in Databases and Information Systems (ADBIS’2014). The 3rd International Workshop on GPUs in Databases (GID’2014) is devoted to subjects related to utilization of Graphics Processing Units in database environments. The use of GP…
- Edition
- 1
- ISBN/ISSN
- 2194-5357
- Collation
- XXIV, 340
- Series Title
- Advances in Intelligent Systems and Computing
- Call Number
- -
New Trends in Databases and Information Systems
This book constitutes the thoroughly refereed short papers and workshop papers of the 19th East European Conference on Advances in Databases and Information Systems, ADBIS 2015, held in Poitiers, France, in September 2015. The 31 revised full papers and 18 short papers presented were carefully selected and reviewed from 135 submissions. The papers are organized in topical sections on ADBIS Shor…
- Edition
- 1
- ISBN/ISSN
- 1865-0929
- Collation
- LII, 581
- Series Title
- Communications in Computer and Information Science
- Call Number
- -
New Trends in Computational Collective Intelligence
This book consists of 20 chapters in which the authors deal with different theoretical and practical aspects of new trends in Collective Computational Intelligence techniques. Computational Collective Intelligence methods and algorithms are one the current trending research topics from areas related to Artificial Intelligence, Soft Computing or Data Mining among others. Computational Collective…
- Edition
- 1
- ISBN/ISSN
- 1860-949X
- Collation
- X, 213
- Series Title
- Studies in Computational Intelligence
- Call Number
- -
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