| Description |
1 online resource (xiv, 449 pages) : illustrations |
| Contents |
Research and Development in Intelligent Systems XXX -- Pattern Graphs: Combining Multivariate Time Series and Labelled Interval Sequences for Classification / Sebastian Peter, Frank Höppner, Michael R. Berthold -- Knowledge Discovery and Data Mining I -- Vertex Unique Labelled Subgraph Mining / Wen Yu [and others] -- Hierarchical Single Label Classification: An Alternative Approach / Esra'a Alshdaifat, Frans Coenen, Keith Dures -- Classification Based on Homogeneous Logical Proportions / Ronei M. Moraes [and others] -- Knowledge Discovery and Data Mining II -- Predicting Occupant Locations Using Association Rule Mining / Conor Ryan, Kenneth N. Brown -- Contextual Sentiment Analysis in Social Media Using High-Coverage Lexicon / Aminu Muhammad [and others] -- Profiling Spatial Collectives / Zena Wood -- Sentiment Classification Using Supervised Sub-Spacing / Sadiq Sani [and others] |
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Intelligent Agents -- On Applying Adaptive Data Structures to Multi-Player Game Playing / Spencer Polk, B. John Oommen -- Anytime Contract Search / Sunandita Patra, Satya Gautam Vadlamudi, Partha Pratim Chakrabarti -- Diagnosing Dependent Action Delays in Temporal Multiagent Plans / Roberto Micalizio, Gianluca Torta -- Representation and Reasoning -- Conditional Preference-Nets, Possibilistic Logic, and the Transitivity of Priorities / D. Dubois, H. Prade, F. Touazi -- Using Structural Similarity for Effective Retrieval of Knowledge from Class Diagrams / Markus Wolf, Miltos Petridis, Jixin Ma -- Formulating the Temporal Causal Relationships Between Events and Their Results / J. Ma, M. Petridis, B. Knight -- Machine Learning and Constraint Programming -- The Importance of Topology Evolution in NeuroEvolution: A Case Study Using Cartesian Genetic Programming of Artificial Neural Networks / Andrew James Turner, Julian Francis Miller |
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Inferring Context from Users' Reviews for Context Aware Recommendation / F.Z. Lahlou [and others] -- Constraint Relationships for Soft Constraints / Alexander Schiendorfer [and others] -- Short Papers -- A Fuzzy Logic-Based Decision Support System for the Diagnosis of Arthritis Pain for Rheumatic Fever Patients / Sanjib Raj Pandey [and others] -- A Viewpoint Approach to Structured Argumentation / Nouredine Tamani, Madalina Croitoru, Patrice Buche -- Rule Type Identification Using TRCM for Trend Analysis in Twitter / João Bártolo Gomes [and others] -- KNNs and Sequence Alignment for Churn Prediction / Mai Le [and others] -- Applications and Innovations in Intelligent Systems XXI -- Knowledge Formalisation for Hydrometallurgical Gold Ore Processing / Christian Severin Sauer, Lotta Rintala, Thomas Roth-Berghofer -- Medical Applications -- Extracting and Visualising Clinical Statements from Electronic Health Records / M. Arguello, M.J. Fernandez-Prieto, J. Des -- Evaluation of Machine Learning Techniques in Predicting Acute Coronary Syndrome Outcome / Juliana Jaafar [and others] |
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Applications in Education and Information Science -- An AI-Based Process for Generating Games from Flat Stories / Rosella Gennari, Sara Tonelli, Pierpaolo Vittorini -- Partridge: An Effective System for the Automatic Cassification of the Types of Academic Papers / James Ravenscroft, Maria Liakata, Amanda Clare -- Aggregation Semantics for Link Validity / Léa Guizol, Madalina Croitoru, Michel Leclère -- AI Applications -- Efficient Interactive Budget Planning and Adjusting Under Financial Stress / Peter Rausch, Frederic Stahl, Michael Stumpf -- 'The First Day of Summer': Parsing Temporal Expressions with Distributed Semantics / Ben Blamey, Tom Crick, Giles Oatley -- Genetic Programming for Wind Power Forecasting and Ramp Detection / Giovanna Martínez-Arellano, Lars Nolle -- Automated River Segmentation Using Simulated Annealing / N. Richards, J.M. Ware -- Short Papers -- A Multiagent Based Framework for the Simulation of Mammalian Behaviour / Emmanuel Agiriga [and others] -- Parameter Estimation of Nonlinear Systems Using Lèvy Flight Cuckoo Search / Walid M. Aly, Alaa Sheta |
| Summary |
The papers in this volume are the refereed papers presented at AI-2013, the Thirty-third SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence, held in Cambridge in December 2013 in both the technical and the application streams. They present new and innovative developments and applications, divided into technical stream sections on Knowledge Discovery and Data Mining I, Knowledge Discovery and Data Mining II, Intelligent Agents, Representation and Reasoning, and Machine Learning and Constraint Programming, followed by application stream sections on Medical Applications, Applications in Education and Information Science, and AI Applications. The volume also includes the text of short papers presented as posters at the conference. This is the thirtieth volume in the Research and Development in Intelligent Systems series, which also incorporates the twenty-first volume in the Applications and Innovations in Intelligent Systems series. These series are essential reading for those who wish to keep up to date with developments in this important field |
| Bibliography |
Includes bibliographical references |
| Notes |
Online resource; title from PDF title page (SpringerLink, viewed November 11, 2013) |
| Subject |
Artificial intelligence -- Congresses
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Data mining -- Congresses
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COMPUTERS -- General.
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Artificial intelligence
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Data mining
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| Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Bramer, M. A. (Max A.), 1948- editor.
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Petridis, Miltos, editor
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| ISBN |
9783319026213 |
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3319026216 |
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3319026208 |
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9783319026206 |
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