![Taxonomy Matching Using Background Knowledge]( "Taxonomy Matching Using Background Knowledge")
Book
Angermann, H., Ramzan, N. (2017)
This important text/reference presents a comprehensive review of techniques for taxonomy matching, discussing matching algorithms, analyzing matching systems, and comparing …
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![Anomaly Detection Principles and Algorithms]( "Anomaly Detection Principles and Algorithms")
Book
Mehrotra, K. G., Mohan, C. K., Huang, H. (2017)
This book provides a readable and elegant presentation of the principles of anomaly detection,providing an easy introduction for newcomers to the field. A large number of …
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![The Data Science Design Manual]( "The Data Science Design Manual")
Textbook
Skiena, S. S. (2017)
This engaging and clearly written textbook/reference provides a must-have introduction to the rapidly emerging interdisciplinary field of data science. It focuses on the …
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![Intelligent Data Engineering and Automated Learning – IDEAL 2017]( "Intelligent Data Engineering and Automated Learning – IDEAL 2017")
Book
Yin, H. (Ed), Gao, Y. (Ed), Chen, S. (Ed), Wen, Y. (Ed), Cai, G. (Ed), Gu, T. (Ed), Du, J. (Ed), Tallón-Ballesteros, A. J. (Ed), Zhang, M. (Ed) (2017)
This book constitutes the refereed proceedings of the 18th International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2017, held in Guilin, China, in …
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![Intelligent Data Engineering and Automated Learning – IDEAL 2016]( "Intelligent Data Engineering and Automated Learning – IDEAL 2016")
Book
Yin, H. (Ed), Gao, Y. (Ed), Li, B. (Ed), Zhang, D. (Ed), Yang, M. (Ed), Li, Y. (Ed), Klawonn, F. (Ed), Tallón-Ballesteros, A. J. (Ed) (2016)
This book constitutes the refereed proceedings of the 17 International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2016, held in Yangzhou, China, in …
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![Support Vector Machines and Perceptrons]( "Support Vector Machines and Perceptrons")
Book
Murty, M., Raghava, R. (2016)
This work reviews the state of the art in SVM and perceptron classifiers. A Support Vector Machine (SVM) is easily the most popular tool for dealing with a variety of …
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![Data Mining]( "Data Mining")
Textbook
Aggarwal, C. C. (2015)
This textbook explores the different aspects of data mining from the fundamentals to the complex data types and their applications, capturing the wide diversity of problem domains …
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![Advances in Neural Networks – ISNN 2015]( "Advances in Neural Networks – ISNN 2015")
Book
Hu, X. (Ed), Xia, Y. (Ed), Zhang, Y. (Ed), Zhao, D. (Ed) (2015)
The volume LNCS 9377 constitutes the refereed proceedings of the 12th International Symposium on Neural Networks, ISNN 2015, held in Jeju, South Korea in October 2015. The 55 …
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![Intelligent Data Engineering and Automated Learning – IDEAL 2015]( "Intelligent Data Engineering and Automated Learning – IDEAL 2015")
Book
Jackowski, K. (Ed), Burduk, R. (Ed), Walkowiak, K. (Ed), Wozniak, M. (Ed), Yin, H. (Ed) (2015)
This book constitutes the refereed proceedings of the 16th International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2015, held in Wroclaw, Poland, in …
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![Engineering Applications of Neural Networks]( "Engineering Applications of Neural Networks")
Book
Iliadis, L. (Ed), Jayne, C. (Ed) (2015)
This book constitutes the refereed proceedings of the 16th International Conference on Engineering Applications of Neural Networks, EANN 2015, held in Rhodes, Greece, in September …
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![Modeling Decisions for Artificial Intelligence]( "Modeling Decisions for Artificial Intelligence")
Book
Torra, V. (Ed), Narukawa, T. (Ed) (2015)
This book constitutes the proceedings of the 12th International Conference on Modeling Decisions for Artificial Intelligence, MDAI 2015, held in Skövde, Sweden, in September 2015. …
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![Machine Learning and Data Mining in Pattern Recognition]( "Machine Learning and Data Mining in Pattern Recognition")
Book
Perner, P. (Ed) (2015)
This book constitutes the refereed proceedings of the 11th International Conference on Machine Learning and Data Mining in Pattern Recognition, MLDM 2015, held in Hamburg, Germany …
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![Multiple Classifier Systems]( "Multiple Classifier Systems")
Book
Schwenker, F. (Ed), Roli, F. (Ed), Kittler, J. (Ed) (2015)
This book constitutes the refereed proceedings of the 12th International Workshop on Multiple Classifier Systems, MCS 2015, held in Günzburg, Germany, in June/July 2015. The 19 …
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![Automatic Design of Decision-Tree Induction Algorithms]( "Automatic Design of Decision-Tree Induction Algorithms")
Book
Barros, R. C., de Carvalho, A. C., Freitas, A. A. (2015)
Presents a detailed study of the major design components that constitute a top-down decision-tree induction algorithm, including aspects such as split criteria, stopping criteria, …
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![Intelligent Data Engineering and Automated Learning -- IDEAL 2014]( "Intelligent Data Engineering and Automated Learning -- IDEAL 2014")
Book
Corchado, E. (Ed), Lozano, J. A. (Ed), Quintián, H. (Ed), Yin, H. (Ed) (2014)
This book constitutes the refereed proceedings of the 15th International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2014, held in Salamanca, Spain, …
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![Advances in Neural Networks – ISNN 2014]( "Advances in Neural Networks – ISNN 2014")
Book
Zeng, Z. (Ed), Li, Y. (Ed), King, I. (Ed) (2014)
The volume LNCS 8866 constitutes the refereed proceedings of the 11th International Symposium on Neural Networks, ISNN 2014, held in Hong Kong and Macao, China on November/ …
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![Engineering Applications of Neural Networks]( "Engineering Applications of Neural Networks")
Book
Mladenov, V. (Ed), Jayne, C. (Ed), Iliadis, L. (Ed) (2014)
This volume constitutes the refereed proceedings of the 15th International Conference on Engineering Applications of Neural Networks, EANN 2014, held in Sofia, Bulgaria, in …
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![Compression Schemes for Mining Large Datasets]( "Compression Schemes for Mining Large Datasets")
Book
Ravindra Babu, T., Narasimha Murty, M., Subrahmanya, S. (2013)
This book addresses the challenges of data abstraction generation using a least number of database scans, compressing data through novel lossy and non-lossy schemes, and carrying …
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![Partially Supervised Learning]( "Partially Supervised Learning")
Book
Zhou, Z. (Ed), Schwenker, F. (Ed) (2013)
This book constitutes the thoroughly refereed revised selected papers from the Second IAPR International Workshop, PSL 2013, held in Nanjing, China, in May 2013. The 10 papers …
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![Intelligent Data Engineering and Automated Learning -- IDEAL 2013]( "Intelligent Data Engineering and Automated Learning -- IDEAL 2013")
Book
Yin, H. (Ed), Tang, K. (Ed), Gao, Y. (Ed), Klawonn, F. (Ed), Lee, M. (Ed), Li, B. (Ed), Weise, T. (Ed), Yao, X. (Ed) (2013)
This book constitutes the refereed proceedings of the 14th International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2013, held in Hefei, China, in …
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