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Innovations in Intelligent Machines (4) 2014

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Colette Faucher, Lakhmi C. Jain:
Innovations in Intelligent Machines-4 - Recent Advances in Knowledge Engineering. Studies in Computational Intelligence 514, Springer 2014, ISBN 978-3-319-01865-2

Big Data and Ontologies

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Patrice Bellot, Ludovic Bonnefoy, Vincent Bouvier, Frédéric Duvert, Young-Min Kim:
Large Scale Text Mining Approaches for Information Retrieval and Extraction. 3-45
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Gavin Shaw, Yue Xu, Shlomo Geva:
Interestingness Measures for Multi-Level Association Rules. 47-74
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Gaoussou Camara, Sylvie Desprès, Rim Djedidi, Moussa Lo:
Building a Schistosomiasis Process Ontology for an Epidemiological Monitoring System. 75-99

Knowledge-Based Systems

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Patrick Brézillon:
A Context-Centered Architecture for Intelligent Assistant Systems. 103-127
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Francis Rousseaux, Pierre Saurel, Jean Petit:
Knowledge Engineering or Digital Humanities? - Territorial Intelligence, a Case in Point. 129-187
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Laura Pomponio, Marc Le Goc:
Integrating Knowledge Engineering with Knowledge Discovery in Database: TOM4D and TOM4L. 189-231
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Bruno Frandji, Dipak Kalra, Marie-Christine Jaulent:
A CDSS Supporting Clinical Guidelines Integrated and Interoperable Within the Clinical Information System. 233-255
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J. Martín Serrano-Orozco:
Applying Semantics and Data Interoperability Principles for Cloud Management Systems. 257-277
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Kazumi Nakamatsu, Jair Minoro Abe:
Paraconsistent Annotated Logic Programs and Application to Intelligent Verification Systems. 279-315

Applications

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Ioannis Hatzilygeroudis, Jim Prentzas:
Fuzzy and Neuro-Symbolic Approaches in Personal Credit Scoring: Assessment of Bank Loan Applicants. 319-339
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Marco Castellani, Emanuel A. dos Santos:
Prediction of Long-Term Government Bond Yields Using Statistical and Artificial Intelligence Methods. 341-367
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Beata Zielosko, Igor Chikalov, Mikhail Moshkov, Talha Amin:
Optimization of Decision Rules Based on Dynamic Programming Approach. 369-392
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Shahid Hussain:
Relationships Among Various Parameters for Decision Tree Optimization. 393-410

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