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Algorithmic Aspects in Information and Management [electronic resource] :5th International Conference, AAIM 2009, San Francisco, CA, USA, June 15-17, 2009. Proceedings / edited by Andrew V. Goldberg, Yunhong Zhou.

by Goldberg, Andrew V [editor.]; Zhou, Yunhong [editor.]; SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: Lecture Notes in Computer Science: 5564Publisher: Berlin, Heidelberg : Springer Berlin Heidelberg, 2009.Description: X, 327 p. online resource.ISBN: 9783642021589.Subject(s): Computer science | Data structures (Computer science) | Computer software | Electronic data processing | Computational complexity | Computer Science | Algorithm Analysis and Problem Complexity | Discrete Mathematics in Computer Science | Data Structures | Numeric Computing | Mathematics of Computing | Mathematical Logic and Formal LanguagesDDC classification: 005.1 Online resources: Click here to access online
Contents:
Algorithmic Challenge in Online Advertising -- Parallel Algorithms for Collaborative Filtering -- On the Approximability of Some Haplotyping Problems -- On Acyclicity of Games with Cycles -- Discrete online TSP -- On Approximating an Implicit Cover Problem in Biology -- Power Indices in Spanning Connectivity Games -- Efficiently Generating k-Best Solutions to Procurement Auctions -- Integer Polyhedra for Program Analysis -- Line Segment Facility Location in Weighted Subdivisions -- Algorithms for Placing Monitors in a Flow Network -- Three Results on Frequency Assignment in Linear Cellular Networks -- Link Distance and Shortest Path Problems in the Plane -- Orca Reduction and ContrAction Graph Clustering -- Equiseparability on Terminal Wiener Index -- Effective Tour Searching for TSP by Contraction of Pseudo Backbone Edges -- Optimal Auctions Capturing Constraints in Sponsored Search -- A Note on Estimating Hybrid Frequency Moment of Data Streams -- Two-Level Push-Relabel Algorithm for the Maximum Flow Problem -- A More Relaxed Model for Graph-Based Data Clustering: s-Plex Editing -- Dynamic Position Auctions with Consumer Search -- Nonlinear Optimization over a Weighted Independence System -- Improved Online Algorithms for Multiplexing Weighted Packets in Bounded Buffers -- Latency Constrained Aggregation in Chain Networks Admits a PTAS -- Cutting a Cake for Five People -- PLDA: Parallel Latent Dirichlet Allocation for Large-Scale Applications -- On Job Scheduling with Preemption Penalties.
In: Springer eBooksSummary: This book constitutes the proceedings of the 5th International Conference on Algorithmic Aspects in Information Management, AAIM 2009, held in San Francisco, CA, USA, in June 2009. The 25 papers presented together with the abstracts of two invited talks were carefully reviewed and selected for inclusion in this book. While the areas of information management and management science are full of algorithmic challenges, the proliferation of data (Internet, biology, finance etc) has called for the design of efficient and scalable algorithms and data structures for their management and processing. This conference is intended for original algorithmic research on immediate applications and/or fundamental problems pertinent to information management and management science, broadly construed. The conference aims at bringing together researchers in Computer Science, Operations Research, Economics, Game Theory, and related disciplines.
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Algorithmic Challenge in Online Advertising -- Parallel Algorithms for Collaborative Filtering -- On the Approximability of Some Haplotyping Problems -- On Acyclicity of Games with Cycles -- Discrete online TSP -- On Approximating an Implicit Cover Problem in Biology -- Power Indices in Spanning Connectivity Games -- Efficiently Generating k-Best Solutions to Procurement Auctions -- Integer Polyhedra for Program Analysis -- Line Segment Facility Location in Weighted Subdivisions -- Algorithms for Placing Monitors in a Flow Network -- Three Results on Frequency Assignment in Linear Cellular Networks -- Link Distance and Shortest Path Problems in the Plane -- Orca Reduction and ContrAction Graph Clustering -- Equiseparability on Terminal Wiener Index -- Effective Tour Searching for TSP by Contraction of Pseudo Backbone Edges -- Optimal Auctions Capturing Constraints in Sponsored Search -- A Note on Estimating Hybrid Frequency Moment of Data Streams -- Two-Level Push-Relabel Algorithm for the Maximum Flow Problem -- A More Relaxed Model for Graph-Based Data Clustering: s-Plex Editing -- Dynamic Position Auctions with Consumer Search -- Nonlinear Optimization over a Weighted Independence System -- Improved Online Algorithms for Multiplexing Weighted Packets in Bounded Buffers -- Latency Constrained Aggregation in Chain Networks Admits a PTAS -- Cutting a Cake for Five People -- PLDA: Parallel Latent Dirichlet Allocation for Large-Scale Applications -- On Job Scheduling with Preemption Penalties.

This book constitutes the proceedings of the 5th International Conference on Algorithmic Aspects in Information Management, AAIM 2009, held in San Francisco, CA, USA, in June 2009. The 25 papers presented together with the abstracts of two invited talks were carefully reviewed and selected for inclusion in this book. While the areas of information management and management science are full of algorithmic challenges, the proliferation of data (Internet, biology, finance etc) has called for the design of efficient and scalable algorithms and data structures for their management and processing. This conference is intended for original algorithmic research on immediate applications and/or fundamental problems pertinent to information management and management science, broadly construed. The conference aims at bringing together researchers in Computer Science, Operations Research, Economics, Game Theory, and related disciplines.

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