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SPIRES-BOOKS: FIND KEYWORD CULTURAL AND MEDIA STUDIES *END*INIT* use /tmp/qspiwww.webspi1/11559.37 QRY . find keyword cultural and media studies ( in books using www Cover
Call number:SPRINGER-2004-9783642171031:ONLINE Show nearby items on shelf
Title:Classification, Clustering, and Data Mining Applications Proceedings of the Meeting of the International Federation of Classification Societies (IFCS), Illinois Institute of Technology, Chicago, 15–18 July 2004
Size:1 online resource (658 p.)
Contents:I New Methods in Cluster Analysis -- Thinking Ultrametrically -- Clustering by Vertex Density in a Graph -- Clustering by Ant Colony Optimization -- A Dynamic Cluster Algorithm Based on Lr Distances for Quantitative Data -- The Last
Step of a New Divisive Monothetic Clustering Method: the Gluing-Back Criterion -- Standardizing Variables in K-means Clustering -- A Self-Organizing Map for Dissimilarity Data -- Another Version of the Block EM Algorithm -- Controlling
the Level of Separation of Components in Monte Carlo Studies of Latent Class Models -- Fixing Parameters in the Constrained Hierarchical Classification Method: Application to Digital Image Segmentation -- New Approaches for
Sum-of-Diameters Clustering -- Spatial Pyramidal Clustering Based on a Tessellation -- II Modern Nonparametrics -- Relative Projection Pursuit and its Application -- Priors for Neural Networks -- Combining Models in Discrete
Discriminant Analysis Through a Committee of Methods -- Phoneme Discrimination with Functional Multi-Layer Perceptrons -- PLS Approach for Clusterwise Linear Regression on Functional Data -- On Classification and Regression Trees for
Multiple Responses -- Subsetting Kernel Regression Models Using Genetic Algorithm and the Information Measure of Complexity -- Cherry-Picking as a Robustness Tool -- III Classification and Dimension Reduction -- Academic Obsessions and
Classification Realities: Ignoring Practicalities in Supervised Classification -- Modified Biplots for Enhancing Two-Class Discriminant Analysis -- Weighted Likelihood Estimation of Person Locations in an Unfolding Model for Polytomous
Responses -- Classification of Geospatial Lattice Data and their Graphical Representation -- Degenerate Expectation-Maximization Algorithm for Local Dimension Reduction -- A Dimension Reduction Technique for Local Linear Regression --
Reducing the Number of Variables Using Implicative Analysis -- Optimal Discretization of Quantitative Attributes for Association Rules -- IV Symbolic Data Analysis -- Clustering Methods in Symbolic Data Analysis -- Dependencies in
Bivariate Interval-Valued Symbolic Data -- Clustering of Symbolic Objects Described by Multi-Valued and Modal Variables -- A Hausdorff Distance Between Hyper-Rectangles for Clustering Interval Data -- Kolmogorov-Smirnov for Decision
Trees on Interval and Histogram Variables -- Dynamic Cluster Methods for Interval Data Based on Mahalanobis Distances -- A Symbolic Model-Based Approach for Making Collaborative Group Recommendations -- Probabilistic Allocation of
Aggregated Statistical Units in Classification Trees for Symbolic Class Description -- Building Small Scale Models of Multi-Entity Databases by Clustering -- V Taxonomy and Medicine -- Phylogenetic Closure Operations and Homoplasy-Free
Evolution -- Consensus of Classification Systems, with Adams’ Results Revisited -- Symbolic Linear Regression with Taxonomies -- Determining Horizontal Gene Transfers in Species Classification: Unique Scenario -- Active and Passive
Learning to Explore a Complex Metabolism Data Set -- Mathematical and Statistical Modeling of Acute Inflammation -- Combining Functional MRI Data on Multiple Subjects -- Classifying the State of Parkinsonism by Using Electronic Force
Platform Measures of Balance -- Subject Filtering for Passive Biometric Monitoring -- VI Text Mining -- Mining Massive Text Data and Developing Tracking Statistics -- Contributions of Textual Data Analysis to Text Retrieval --
Automated Resolution of Noisy Bibliographic References -- Choosing the Right Bigrams for Information Retrieval -- A Mixture Clustering Model for Pseudo Feedback in Information Retrieval -- Analysis of Cross-Language Open-Ended
Questions Through MFACT -- Inferring User’s Information Context from User Profiles and Concept Hierarchies -- Database Selection for Longer Queries -- VII Contingency Tables and Missing Data -- An Overview of Collapsibility --
Generalized Factor Analyses for Contingency Tables -- A PLS Approach to Multiple Table Analysis -- Simultaneous Rowand Column Partitioning in Several Contingency Tables -- Missing Data and Imputation Methods in Partition of Variables
-- The Treatment of Missing Values and its Effect on Classifier Accuracy -- Clustering with Missing Values: No Imputation Required
Series:SpringerLink (Online service)
Series:Springer eBooks
Keywords: Culture , Library science , Data structures (Computer science) , Mathematical statistics , Computers , Statistics , Cultural and Media Studies , Library Science , Statistical Theory and Methods , Probability and Statistics in Computer Science , Information Systems and Communication Service , Data Structures , Statistics for Life Sciences, Medicine, Health Sciences
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Call number:SPRINGER-1981-9781461592303:ONLINE Show nearby items on shelf
Title:Human Detection and Diagnosis of System Failures
Size:1 online resource (716 p.)
Contents:Real Life Perspectives -- Understanding Human Error and Aiding Human Diagnostic Behavior in Nuclear Power Plants -- Commercial Air Crew Detection of System Failures: State of the Art and Future Trends -- Ship Navigational Failure
Detection and Diagnosis -- Troubleshooting in the Commercial Computer Industry: A Success Story -- Tools for Debugging Computer Programs — How Much Do They Help? -- Field Experience in Maintenance -- Theories and Models -- Monitoring
vs. Man-in-the-Loop Detection or Aircraft Control Failures -- Failure Detection in Dynamic Systems -- A Model of Human Fault Detection for Complex Dynamic Processes -- The Role of Attention in the Detection of Errors and the Diagnosis
of Failures in Man-Machine Systems -- Experimental Studies and Mathematical Models of Human Problem Solving Performance in Fault Diagnosis Tasks -- System Complexity, Diagnostic Behavior and Repair Time: A Predictive Theory -- Models
of Diagnostic Judgments -- Models of Mental Strategies in Process Plant Diagnosis -- Mathematical Equations or Processing Routines? -- Task Analysis and Activity Analysis in Situations of Field Diagnosis -- Models and Experimental
Results Concerning the Detection of Operator Failures in Display Monitoring -- Towards a Theory of Qualitative Reasoning about Mechanisms and its Role in Troubleshooting -- System Design and Operator Support -- Fault Management and
Supervisory Control of Decentralized Systems -- Computer Support for Diagnostic Tasks in the Process Industries -- Application of Pattern Recognition to Failure Analysis and Diagnosis -- The Use of Flow Models for Automated Plant
Diagnosis -- Discriminative Display Support for Process Operators -- Disturbance Analysis Systems -- Automatic Error Detection and Error Recording of a Distributed, Fault-Tolerant Process Computer System -- The User’s Role in Automated
Fault Detection and System Recovery -- Aiding Process Plant Operators in Fault Finding and Corrective Action -- A Method for Optimizing Human Performance in Detecting and Diagnosing Mission Avionics Faults -- Training -- Training for
Fault Diagnosis in Industrial Process Plant -- A Fault-Finding Training Programme for Continuous Plant Operators -- The Role of Computers in Training for Problem Diagnosis -- Computer-Based Maintenance Training in the Military -- A
General-Purpose System for Simulating and Training Complex Diagnosis and Troubleshooting Tasks -- Adaptive Computer Training System (ACTS) for Fault Diagnosis in Maintenance Tasks -- Scat: System Control Analysis and Training Simulator
-- Summary of Workshop Discussions -- Participants -- Author Index
Series:SpringerLink (Online service)
Series:Springer eBooks
Series:NATO Conference Series : 15
Keywords: Culture , Cultural and Media Studies , Regional and Cultural Studies
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