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Decision Support Systems, ISSN 0167-9236, 12/2014, Volume 68, pp. 77 - 88
Due to the abundant variety of products offered by e-commerce companies and online service providers, recommender systems become an increasingly important... 
e-Commerce | Matrix factorization | Data mining | Recommender systems | Machine learning | OPERATIONS RESEARCH & MANAGEMENT SCIENCE | COMPUTER SCIENCE, INFORMATION SYSTEMS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | E-Commerce | Decision support systems | Feedback | Data sets | Gaussian | Inverse | Internet | Factorization
Journal Article
IEEE Transactions on Knowledge and Data Engineering, ISSN 1041-4347, 05/2015, Volume 27, Issue 5, pp. 1369 - 1382
Journal Article
IEEE Transactions on Systems, Man, and Cybernetics: Systems, ISSN 2168-2216, 06/2016, Volume 46, Issue 6, pp. 782 - 792
Journal Article
Journal of Machine Learning Research, ISSN 1532-4435, 09/2010, Volume 11, pp. 2487 - 2531
Different aspects of the curse of dimensionality are known to present serious challenges to various machine-learning methods and tasks. This paper explores a... 
Curse of dimensionality | Clustering | Nearest neighbors | Semi-supervised learning | Classification | REDUCTION | curse of dimensionality | nearest neighbors | clustering | POINT-PROCESSES | semi-supervised learning | ALGORITHMS | classification | AUTOMATION & CONTROL SYSTEMS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Journal Article
2003, The Kluwer international series on advances in database systems, ISBN 9781402074257, Volume 27., xx, 194
Book
Journal of Interactive Marketing, ISSN 1094-9968, 11/2016, Volume 36, pp. 60 - 76
Online customer reviews often express emotions. This can enable marketers to analyze the textual content of online reviews with the aim to understand the role... 
Text mining | Online customer reviews | Helpfulness | Electronic word-of-mouth | Emotions | WISDOM | IMPACT | RECOGNITION | WORD-OF-MOUTH | PRODUCT | BUSINESS | SALES | Evaluation | Analysis | Online shopping
Journal Article
Artificial Intelligence Review, ISSN 0269-2821, 3/2010, Volume 33, Issue 3, pp. 187 - 209
Social tagging systems have grown in popularity over the Web in the last years on account of their simplicity to categorize and retrieve content using... 
Personalization | Folksonomy | Computer Science | Social tagging | Artificial Intelligence (incl. Robotics) | Computer Science, general | Recommender systems | SEARCH | FOLKSONOMIES | BOOKMARKING | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Surveys | Usage | Universities and colleges | Business education
Journal Article
2006, Advanced information and knowledge processing, ISBN 1852339772, xvii, 194
Space support in databases poses new challenges in every part of a database management system & the capability of spatial support in the physical layer is... 
Integrated circuits | Very large scale integration | Computer-aided design | Computer algorithms | Database searching | Data structures (Computer science) | General Theory of Computing
Book
IEEE Transactions on Audio, Speech, and Language Processing, ISSN 1558-7916, 02/2010, Volume 18, Issue 2, pp. 407 - 412
Social tagging is becoming increasingly popular in music information retrieval (MIR). It allows users to tag music items like songs, albums, or artists. Social... 
Information resources | Instruments | Taxonomy | Higher Order Singular Value Decomposition (HOSVD) | tensors | social tags | Audio similarity | Information analysis | Tensile stress | Mood | music recommendation | Tagging | Music information retrieval | Recommender systems | Singular value decomposition | ENGINEERING, ELECTRICAL & ELECTRONIC | Studies | Information retrieval | Music
Journal Article
Electronic Commerce Research and Applications, ISSN 1567-4223, 07/2014, Volume 13, Issue 4, pp. 283 - 294
Viral marketing can be an effective marketing technique in social networks. Initiating from a set of influential seed users, it can activate a “chain-reaction”... 
Centrality scores | Social networks | Viral marketing | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | RANDOM-WALK | COMPUTER SCIENCE, INFORMATION SYSTEMS | BUSINESS
Journal Article
Expert Systems With Applications, ISSN 0957-4174, 07/2014, Volume 41, Issue 9, pp. 4148 - 4157
Tick data are used in several applications that need to keep track of values changing over time, like prices on the stock market or meteorological... 
Tick data | Clustering | Storage | HIGH-FREQUENCY DATA | OPERATIONS RESEARCH & MANAGEMENT SCIENCE | STOCK-MARKET | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ENGINEERING, ELECTRICAL & ELECTRONIC | Algorithms | Queries | Compressing | Ticks | Running | Raw materials | Expert systems
Journal Article
2014, Lecture Notes in Business Information Processing, ISBN 9783319060644, Volume 170
This book constitutes the thoroughly refereed scientific proceedings of the 6th International Conference on Subject-Oriented Business Process Management, S-BPM... 
Computer science | Management information systems | Business planning | Software engineering
Web Resource
2014, Lecture Notes in Business Information Processing, ISBN 9783319060644, Volume 170
This book constitutes the thoroughly refereed scientific proceedings of the 6th International Conference on Subject-Oriented Business Process Management, S-BPM... 
Computer science | Management information systems | Business planning | Software engineering
Web Resource
2014, Lecture Notes in Business Information Processing, ISBN 9783319060644, Volume 170
This book constitutes the thoroughly refereed scientific proceedings of the 6th International Conference on Subject-Oriented Business Process Management, S-BPM... 
Computer science | Management information systems | Business planning | Software engineering
Web Resource
Expert Systems With Applications, ISSN 0957-4174, 03/2017, Volume 69, pp. 74 - 86
Distributed classification in large-scale P2P networks has gained relevance in recent years and support applications like distributed intrusion detection in... 
SVM | Skew | Distributed | Classification | P2P | OPERATIONS RESEARCH & MANAGEMENT SCIENCE | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ENGINEERING, ELECTRICAL & ELECTRONIC | Peer to peer computing | Analysis | Machine learning
Journal Article
Decision Support Systems, ISSN 0167-9236, 12/2014, Volume 68, p. 77
  Due to the abundant variety of products offered by e-commerce companies and online service providers, recommender systems become an increasingly important... 
Performance evaluation | Studies | Customer feedback | Matrix | Normal distribution | Recommender systems
Journal Article
Knowledge-Based Systems, ISSN 0950-7051, 09/2015, Volume 86, pp. 250 - 260
Prediction on a numeric scale, i.e., regression, is one of the most prominent machine learning tasks with various applications in finance, medicine, social and... 
Intrinsic dimensionality | Hubs | Machine learning | Nearest neighbor regression | OPTIMIZATION | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | PREDICTION
Journal Article
IEEE Transactions on Knowledge and Data Engineering, ISSN 1041-4347, 09/2003, Volume 15, Issue 5, pp. 1155 - 1169
Journal Article
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