Fundamentals -- I Elements -- Centrality Indices -- Algorithms for Centrality Indices -- Advanced Centrality Concepts -- II Groups -- Local Density -- Connectivity -- Clustering -- Role Assignments -- Blockmodels -- Network Statistics -- Network Comparison -- Network Models -- Spectral Analysis -- Robustness and Resilience.‘Network’ is a heavily overloaded term, so that ‘network analysis…
Fundamental Issues -- Spatial Database Concepts -- The R-Tree and Variations -- Nearest Neighbor Search in Spatial and Spatiotemporal Databases -- Nearest Neighbor Queries -- Analysis of Nearest Neighbor Queries -- Nearest Neighbor Queries in Moving Objects -- Nearest Neighbor Search with Multiple Resources -- Parallel and Distributed Databases -- Multidisk Query Processing -- Multiprocessor Qu…
Background Information -- Conceptual Data Modeling -- Logical Database Models -- Fuzzy Sets and Possibility Distributions -- Fuzzy Conceptual Data Modeling -- The Fuzzy Er and Fuzzy Eer Models -- The Fuzzy UML Data Model -- The Fuzzy XML Model -- Fuzzy Database Models -- The Fuzzy Relational Databases -- The Fuzzy Nested Relational Databases -- The Fuzzy Object-Oriented Databases -- Conceptual …
Related Work -- Periodic Patterns -- Statistically Significant Patterns -- Approximate Patterns -- Conclusion Remark.The focus of Mining Sequential Patterns from Large Data Sets is on sequential pattern mining. In many applications, such as bioinformatics, web access traces, system utilization logs, etc., the data is naturally in the form of sequences. This information has been of great interes…
Invited Lectures -- Page Migration in Dynamic Networks -- Knot Theory, Jones Polynomial and Quantum Computing -- Interactive Algorithms 2005 -- Some Computational Issues in Membrane Computing -- The Generalization of Dirac’s Theorem for Hypergraphs -- On the Communication Complexity of Co-linearity Problems -- An Invitation to Play -- Papers -- The Complexity of Satisfiability Problems: Refin…
Trends in Data Mining and Knowledge Discovery -- Advanced Methods for the Analysis of Semiconductor Manufacturing Process Data -- Clustering and Visualization of Retail Market Baskets -- Segmentation of Continuous Data Streams Based on a Change Detection Methodology -- Instance Selection Using Evolutionary Algorithms: An Experimental Study -- Using Cooperative Coevolution for Data Mining of Bay…
Application-Oriented Designs -- Building Applications from a Web Service based Component Architecture -- Components for High-Performance Grid Programming in Grid.IT -- Towards Building a Generic Grid Services Platform: A Component-Oriented Approach -- A Solution for Adapting Legacy Code as Web Services -- Middleware Architecture -- A Graphical Modeling Environment for the Generation of Workflow…
Invited Talks -- T? ??? ?í ? ??í?? ? The Interaction Between Algorithms and Game Theory -- Using an Adaptive Memory Strategy to Improve a Multistart Heuristic for Sequencing by Hybridization -- High-Performance Algorithm Engineering for Large-Scale Graph Problems and Computational Biology -- Contributed Regular Papers -- The “Real” Approximation Factor of the MST Heuristic for the Minimum…
Memory-Constrained Communication Minimization for a Class of Array Computations -- Forward Communication Only Placements and Their Use for Parallel Program Construction -- Hierarchical Parallelism Control for Multigrain Parallel Processing -- Compiler Analysis and Supports for Leakage Power Reduction on Microprocessors -- Automatic Detection of Saturation and Clipping Idioms -- Compiler Optimiz…
Experiences in Using Cetus for Source-to-Source Transformations -- The LLVM Compiler Framework and Infrastructure Tutorial -- An Overview of the Open Research Compiler -- Trimaran: An Infrastructure for Research in Instruction-Level Parallelism -- Phase-Based Miss Rate Prediction Across Program Inputs -- Speculative Subword Register Allocation in Embedded Processors -- Empirical Performance-Mod…