the enormous amount of data on the Web represents a wealth of information and knowledge for business enterprises. this paper highlights state-of-the-art commercial business intelligence (BI) products, prominent BI res...
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the proceedings contain 68 papers. the topics discussed include: a channel assignment scheme for location service in multi-channel mobile ad hoc networks;a cluster head selection algorithms in wireless network based o...
ISBN:
(纸本)9781424488124
the proceedings contain 68 papers. the topics discussed include: a channel assignment scheme for location service in multi-channel mobile ad hoc networks;a cluster head selection algorithms in wireless network based on maximal weighted independent set;a greedy algorithm to extend the lifetime of randomly deployed directional sensor networks;a grid-based self-deployment schemes in mobile sensor networks;a lexical knowledge acquisition model using unsupervised learning method;a new mobility management scheme in proxy mobile IPv6 Networks with dynamic paging support;a novel hybrid uplink bandwidth scheduler in WiMAX real time communication networks;a study and realization of mobile social network system;agile approach to manage projects in ubiquitous multi-project environment;and an alternative stochastic simulation model for estimating construction time durations.
the proceedings contain 37 papers. the topics discussed include: enhanced sensor localization through compensation of battery level decay;a self correcting low jitter non-sequential phase detector;wireless sensors net...
ISBN:
(纸本)9781424469512
the proceedings contain 37 papers. the topics discussed include: enhanced sensor localization through compensation of battery level decay;a self correcting low jitter non-sequential phase detector;wireless sensors network simulator for modeling relation based communication activity;hybrid frame structure for improving network throughput in WiMAX mesh networks;excitation methods for magneto inductive waveguide communication systems;power equations and capacity performance of magnetic induction body area network nodes;analysis of topology control algorithms in multi-hop cellular networks;simulation model of the MIMO-OFDM system compliant with IEEE 802.11n;sensors' allocation for estimating scalar fields by wireless sensor networks;evaluation of a time-delay based geolocation algorithm in real UMTS networks;cooperative relay in near field magnetic induction: a new technology for embedded medical communication systems;and estimation of link-layer quality parameters in a system-level LTE simulator.
the proceedings contain 38 papers. the topics discussed include: approximating the least hypervolume contributor: NP-hard in general, but fast in practice;noisy multiobjective optimization on a budget of 250 evaluatio...
ISBN:
(纸本)3642010199
the proceedings contain 38 papers. the topics discussed include: approximating the least hypervolume contributor: NP-hard in general, but fast in practice;noisy multiobjective optimization on a budget of 250 evaluations;on uncertainty and robustness in evolutionary optimization-based MCDM;feedback-control operators for evolutionary multiobjective optimization;a diversity management operator for evolutionary many-objective optimization;enhancing decision space diversity in evolutionary multiobjective algorithms;solving bilevel multi-objective optimization problems using evolutionary algorithms;application of MOGA search strategy to SVM training data selection;on using populations of sets in multiobjective optimization;recombination for learning strategy parameters in the MO-CMA-ES;multi-objective optimization problems: a symbolic algorithm for performance measurement of evolutionary computing techniques;and on the effect of the steady-state selection scheme in multi-objective genetic algorithms.
Over the last decades, the complexity of computer systems has increased rapidly. the control of highly complex systems represents a tough challenge. Future systems should be able to dynamically and autonomously adapt ...
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ISBN:
(纸本)9780889868694
Over the last decades, the complexity of computer systems has increased rapidly. the control of highly complex systems represents a tough challenge. Future systems should be able to dynamically and autonomously adapt to their environment according to high-level goals. Automated planning is known to be a vehicle for developing selforganizing, goal-driven computer systems. Planning-based control tends to result in repeatedly occurring planning tasks within the same domain. In such cases it would be desirable to extract information from successfully solved problems, yielding improved planning performance over time. Planning entities would become more experienced and could adapt to the planning and controlling tasks they are faced with. Many successful planning algorithms perform a heuristic search. this paper investigates heuristic function learning for automated planning using linear regression and neural networks. Experiments show that the proposed techniques can be used both for improving the quality of traditional planning heuristics and for building computationally lightweight adaptive heuristics.
Genetic algorithm and Tabu search algorithm arc powerful tools to solve complex large-scale optimization problems. To deal withthe prematurity and low convergence speed problems when the Genetic algorithm being used ...
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Incomplete open vehicle routing problems is a kind of more complicate VRP. the model of the question is built according to itself features, and an example of this question is constructed accordingly. An imploved genet...
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the proceedings contain 60 papers. the topics discussed include: gesture play: motivating online gesture learning withfun, positive reinforcement and physical metaphors;seeing through the fog: an algorithm for fast a...
ISBN:
(纸本)9781450303996
the proceedings contain 60 papers. the topics discussed include: gesture play: motivating online gesture learning withfun, positive reinforcement and physical metaphors;seeing through the fog: an algorithm for fast and accurate touch detection in optical tabletop surfaces;construction and evaluation of multi-touch screens using multiple cameras located on the side of the display;Z-touch: an infrastructure for 3D gesture interactions in the proximity of tabletop surfaces;Switch: exploring the design of application and configuration switching at tabletops;proxemic interaction: designing for a proximity and orientation-aware environment;IdLenses: dynamic personal areas on shared surfaces;flashlight: optical communication between mobile phones and interactive tabletops;what caused that touch? expressive interaction with a surface through fiduciary-tagged gloves;and sketched menus and iconic gestures, techniques designed in the context of shareable interfaces.
the proceedings contain 67 papers. the topics discussed include: solving the scalability dilemma with clouds, crowds, and algorithms;the trend of cloud computing - from industry's perspective;collaboration of reco...
ISBN:
(纸本)3642130666
the proceedings contain 67 papers. the topics discussed include: solving the scalability dilemma with clouds, crowds, and algorithms;the trend of cloud computing - from industry's perspective;collaboration of reconfigurable processors in grid computing for multimedia kernels;a new heuristic for broadcasting in cluster of clusters;SLA-driven automatic bottleneck detection and resolution for read intensive multi-tier applications hosted on a cloud;a matrix scheduling strategy with multi-QoS constraints in computational grid;the mini-grid framework: application programming support for ad-hoc, peer-to-peer volunteer grids;a genetic context interpreter for context-aware systems in pervasive computing environments;supporting filename partial matches in structured peer-to-peer overlay;multi-dimensional resilient statistical en-route filtering in wireless sensor networks;and a 2D barcode validation system for mobile commerce.
the proceedings contain 38 papers. the topics discussed include: sequence-based prediction of protein secretion success in aspergillus niger;machine learning study of DNA binding by transcription factors from the lacI...
ISBN:
(纸本)364216000X
the proceedings contain 38 papers. the topics discussed include: sequence-based prediction of protein secretion success in aspergillus niger;machine learning study of DNA binding by transcription factors from the lacI family;joint loop end modeling improves covariance model based non-coding RNA gene search;structured output prediction of anti-cancer drug activity;optimization algorithms for identification and genotyping of copy number polymorphisms in human populations;preservation of statistically significant patterns in multiresolution 0-1 data;the complexity and application of syntactic pattern recognition using finite inductive strings;an algorithm to find all identical motifs in multiple biological sequences;discovery of non-induced patterns from sequences;exploring homology using the concept of three-state entropy vector;and maximum-likelihood formulation and EM algorithm for the protein multiple alignment problem.
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