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Advances in Combining Intelligent Methods

Postproceedings of the 5th International Workshop CIMA-2015, Vietri sul Mare, Italy, November 2015 (at ICTAI 2015)

Ioannis Hatzilygeroudis, Vasile Palade, Jim Prentzas (Herausgeber)

Buch | Hardcover

XI, 147 Seiten

2016 | 1st ed. 2017
Springer International Publishing (Verlag)
978-3-319-46199-1 (ISBN)

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Complex problems usually cannot be solved by individual methods or techniques and require the synergism of more than one of them to be solved. This book presents a number of current efforts that use combinations of methods or techniques to solve complex problems in the areas of sentiment analysis, search in GIS, graph-based social networking, intelligent e-learning systems, data mining and recommendation systems. Most of them are connected with specific applications, whereas the rest are combinations based on principles. Most of the chapters are extended versions of the corresponding papers presented in CIMA-15 Workshop, which took place in conjunction with IEEE ICTAI-15, in November 2015. The rest are invited papers that responded to special call for papers for the book. The book is addressed to researchers and practitioners from academia or industry, who are interested in using combined methods in solving complex problems in the above areas.

Real-Time Investors' Sentiment Analysis from Newspaper Article.- On the effect of adding nodes to TSP instances: An empirical analysis.- Comparing Algorithmic Principles for Fuzzy Graph Communities over Neo4j.- Difficulty estimation of exercises on tree-based search algorithms using neuro-fuzzy and neuro-symbolic approaches.- Generation and Nonlinear Mapping of Reducts - Nearest Neighbor Classification.- New quality indexes for optimal clustering model identification based on cross-domain approach.- A hybrid user and item based collaborative filtering approach by possibilistic similarity fusion.-

Erscheinungsdatum	14.12.2016
Reihe/Serie	Intelligent Systems Reference Library
Zusatzinfo	XI, 147 p. 40 illus.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
Themenwelt	Technik
Schlagworte	Artificial Intelligence • artificial intelligence (incl. robotics) • Combinations of Intelligent Methods • Computational Intelligence • Engineering • Hybrid Intelligent Methods • Hybrid Intelligent Systems • Hybrid Intelligent Techniques • Hybrid Knowledge Representation • Integrated Intelligent Systems • Robotics
ISBN-10	3-319-46199-0 / 3319461990
ISBN-13	978-3-319-46199-1 / 9783319461991
Zustand	Neuware