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Straight-path queries in trajectory data 9

Straight-path queries in trajectory data

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9th international workshop on algorithms and Computation, WALCOM 2015

作者： De Berg, Mark Mehrabi, Ali D. Department of Computer Science TU Eindhoven Netherlands

ISBN: (纸本)9783319156118

Inspired by sports analysis, we study data structures for storing a trajectory representing the movement of a player during a game, such that the following queries can be answered: Given two positions s and t, report all sub-trajectories in which the player moved in a more or less straight line from s to t. We consider two measures of straightness, namely dilation and direction deviation, and present efficient construction algorithms for our data structures, and analyze their performance. We also present an O(n1.5+Ε) algorithm that, given a trajectory P and a threshold τ, finds a simplification of P with a minimum number of vertices such that each edge in the simplification replaces a sub-trajectory of length at most τ times the length of the edge. this significantly improves the fastest known algorithm for the problem. © Springer international Publishing Switzerland 2015.

关键词： Trajectories

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Optimal Placement of Fiber Optical Sensors along Zero-strain Trajectories to Detect Damages in thin-walled structures with Highest Sensitivity 10

Optimal Placement of Fiber Optical Sensors along Zero-strain...

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10th international workshop on Structural Health Monitoring (IWSHM)

作者： Schagerl, Martin Viechtbauer, Christoph Schaberger, Markus Johannes Kepler Univ Linz Inst Construct Lightweight Design Christian Doppler Lab Struct Strength Control Lig A-4040 Linz Austria

ISBN: (纸本)9781605952758

this article discusses the optimal placement of fiber optical sensors to detect damages in thin-walled lightweight structures. Both, measurement sensitivity and data management indicate that strain sensors are optimally placed if they measure no signal if the structure is undamaged. Such locations are found by in-depth structure analysis, particularly by analysis of the strain state of the deformed structure. Although the fundamental principle and numerical algorithm is demonstrated by means of a simple metallic plate it is shown that the results are in general applicable to both, fiber optical sensors attached on the surface and also sensors embedded between the plies of laminated composite materials.

关键词： Information management

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10th international workshop on Advances in Information and Computer Security, IWSEC 2015

10th International Workshop on Advances in Information and C...

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10th international workshop on Security, IWSEC 2015

ISBN: (纸本)9783319224244

the proceedings contain 32 papers. the special focus in this conference is on Identity-Based Encryption and Elliptic Curve Cryptography. the topics include: Identity-based lossy encryption from learning with errors;adaptive-id secure revocable hierarchical identity-based encryption;invalid curve attacks in a GLS setting;new fast algorithms for elliptic curve arithmetic in affine coordinates;implicit factorization of rsa moduli revisited (short paper);improvement on the method for automatic differential analysis and its application to two lightweight block ciphers DESL and LBLOCK-s;NM-CPA secure encryption with proofs of plaintext knowledge;improvement of UC secure searchable symmetric encryption scheme;fully leakage-resilient non-malleable identification schemes in the bounded-retrieval model;almost optimum secret sharing schemes with cheating detection for random bit strings;on limitations and alternatives of privacy-preserving cryptographic protocols for genomic data;anonymous credential system with efficient proofs for monotone formulas on attributes;secure multi-party computation using polarizing cards;an analysis platform for the information security of in-vehicle networks connected with external networks;an efficient framework for evaluating web access control policies in the era of big data;artifact-metric-based authentication for bottles of wine (short paper) and bit error probability evaluation of ring oscillator PUF (short paper).

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Bondline Integrity Monitoring of Adhesively Bonded structures via an Electromechanical Impedance Based Approach 10

Bondline Integrity Monitoring of Adhesively Bonded Structure...

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10th international workshop on Structural Health Monitoring (IWSHM)

作者： Zhuang, Yitao Kopsaftopoulos, Fotis Chang, Fu-Kuo Stanford Univ Dept Aeronaut & Astronaut Stanford CA 94305 USA

ISBN: (纸本)9781605952758

Bondline integrity is still one of the most critical concerns in the design of aircraft structures up to date. Due to the lack of confidence on the integrity of adhesive bondlines both during fabrication and service, the industry standards and regulations require assembling the composites using the inefficient "black-aluminum" approach, i.e. drill holes and use fasteners. Furthermore, current state-of-the-art nondestructive evaluation (NDE) and structural health monitoring (SHM) techniques are incapable of offering mature solutions on the issue of bondline integrity monitoring. therefore, the objective of this work is to investigate the feasibility of embedding piezoelectric sensors into adhesively bonded joints to detect bondline integrity degradation. the proposed method employs an electromechanical-impedance (EMI) based diagnostic approach. this approach is based on the use of (i) micro-sensors embedded inside the adhesive leaving a minimal footprint on the material, (ii) numerical modeling of the EMI spectrum of the adhesive bondline, (iii) EMI based diagnostic algorithms for monitoring the bondline integrity, and (iv) the experimental assessment via adhesively bonded lap joints in static (varying loads) environment. the obtained results demonstrate the potential of the approach in providing increased confidence on the use of bonded joints for aerospace structures.

关键词： Structural health monitoring

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A practical succinct data structure for tree-like graphs 9

A practical succinct data structure for tree-like graphs

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9th international workshop on algorithms and Computation, WALCOM 2015

作者： Fischer, Johannes Peters, Daniel TU Dortmund Germany Germany

ISBN: (纸本)9783319156118

We present a new succinct data structure for graphs that are "tree-like," in the sense that the number of "additional" edges (w.r.t. a spanning tree) is not too high. Our algorithmic idea is to represent a BFS-spanning tree of the graph with a succinct data structure for trees, and enhance it with additional information that accounts for the nontree edges. In practical tests, our data structure performs well for graphs containing up to 10% of non-tree edges, reducing the space of a pointerbased representation by a factor of ≈20, while increasing the worst-case running times for the operations by roughly the same factor. © Springer international Publishing Switzerland 2015.

关键词： data structures

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35th IFIP WG 6.1 international Conference on Formal Techniques for Distributed Objects, Components and Systems, FORTE 2015 Held as Part of the 10th international Federated Conference on Distributed Computing Techniques, DisCoTec 2015

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35th IFIP WG 6.1 international Conference on Formal Techniques for Distributed Objects, Components, and Systems, FORTE 2015 Held as Part of the 10th international Federated Conference on Distributed Computing Techniques, DisCoTec 2015

ISBN: (纸本)9783319191942

the proceedings contain 16 papers. the special focus in this conference is on Formal Techniques for Distributed Objects, Components and Systems. the topics include: Types for deadlock-free higher-order programs;on partial order semantics for SAT/SMT-based symbolic encodings of weak memory concurrency;a strategy for automatic verification of stabilization of distributed algorithms;faster linearizability checking via P-compositionality;translation validation for synchronous data-flow specification in the signal compiler;dynamic causality in event structures;loop freedom in AODVv2;code mobility meets self-organisation;timely dataflow;difference bound constraint abstraction for timed automata reachability checking;compliance and subtyping in timed session types;type checking privacy policies in the π-calculus;extending testing automata to all LTL;simple isolation for an actor abstract machine and sliced path prefixes.

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Real-Time Markerless Respiratory Motion Management Using thermal Sensor data 1

引用

10th international workshop on Augmented Environments for Computer-Assisted Interventions (AE-CAI)

作者： Kaiser, Hagen Fallavollita, Pascal Navab, Nassir Tech Univ Munich D-80290 Munich Germany

ISBN: (数字)9783319246017

ISBN: (纸本)9783319246017;9783319246000

We present a novel approach to jointly generate multidimensional breathing signals and identify unintentional patient motion based on thermal torso imaging. the system can operate at least 30% faster than the currently fastest optical surface imaging systems. It provides easily obtainable point-to-point correspondences on the patients surface which makes the current use of computationally heavy non-rigid surface registration algorithms obsolete in our setup, as we can show that 2d tracking is sufficient to solve our problem. In a volunteer study consisting of 5 patient subjects we show that we can use the information to automatically separate unintentional movement, due to pain or coughing, from breathing motion to signal the user that it is necessary to re-register the patient. the method is validated on ground-truth annotated thermal videos and a clinical IR respiratory motion tracking system.

关键词： Medical imaging

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10th IAPR-TC-15 international workshop on Graph-Based Representations in Pattern Recognition, GbRPR 2015

10th IAPR-TC-15 International Workshop on Graph-Based Repres...

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10th IAPR-TC-15 international workshop on Graph-Based Representations in Pattern Recognition, GbRPR 2015

ISBN: (纸本)9783319182230

the proceedings contain 36 papers. the special focus in this conference is on Graph-Based Representation, Graph Matching, Graph Clustering and Graph-Based Applications. the topics include: Approximation of graph edit distance in quadratic time;data graph formulation as the minimum-weight maximum-entropy problem;an entropic edge assortativity measure;a subpath kernel for learning hierarchical image representations;coupled-feature hypergraph representation for feature selection;reeb graphs through local binary patterns;incremental embedding within a dissimilarity-based framework;a first step towards exact graph edit distance using bipartite graph matching;consensus of two graph correspondences through a generalisation of the bipartite graph matching;revisiting Volgenant-Jonker for approximating graph edit distance;a hypergraph matching framework for refining multi-source feature correspondences;a tool for solving substitution-tolerant subgraph isomorphism;a graph database repository and performance evaluation metrics for graph edit distance;learning graph model for different dimensions image matching;report on the first contest on graph matching algorithms for pattern search in biological databases;large-scale graph indexing using binary embeddings of node contexts;on the influence of node centralities on graph edit distance for graph classification;a quantum Jensen-Shannon graph kernel using discrete-time quantum walks;density based cluster extension and dominant sets clustering;salient object segmentation from stereoscopic images;causal video segmentation using superseeds and graph matching;fast minimum spanning tree based clustering algorithms on local neighborhood graph and graph based lymphatic vessel wall localisation and tracking.

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Detection of Stiffness and Mass Changes Separately Using Time Series Analysis with Output-only Vibration data 10

Detection of Stiffness and Mass Changes Separately Using Tim...

引用

10th international workshop on Structural Health Monitoring (IWSHM)

作者： Do, Ngoan Tien Guel, Mustafa Univ Alberta Dept Civil & Environm Engn Edmonton AB T6G 2M7 Canada

ISBN: (纸本)9781605952758

Operational effects on the structures (such as mass changes due to traffic crossing a bridge) introduce uncertainties in the damage detection process. When such changes and structural deteriorations happen simultaneously, damage detection becomes more complicated in defining how changes in mass and stiffness affect the changes in the structural properties and eventually the collected data. thus, this paper focuses on developing a new methodology to detect changes in stiffness and eliminate operational effects e.g. mass separately based on a novel time series approach using output only vibration data. In this methodology, the difference Autoregressive moving average models with eXogenous inputs (ARMAX) coefficients are utilized as Stiffness Damage Features (SDFs) and Mass Damage Features (MDFs) to determine the existence, location and severity of the damage or mass change. the shear type IASC-ASCE benchmark problem was utilized to verify the approach. the results show that changes in mass and stiffness can be clearly detected and damage's severity, location are also revealed successfully. Current limitations and plans are also discussed.

关键词： Stiffness

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Evolving Smart Meter data Driven Model for Short-Term Forecasting of Electric Loads 10

Evolving Smart Meter Data Driven Model for Short-Term Foreca...

引用

IEEE 10th international Conference on Intelligent Sensors Sensor Networks & Information Proc (IISSNIP)

作者： Niska, Harri Koponen, Pekka Mutanen, Antti Univ Eastern Finland Kuopio Finland VTT Espoo Finland Tampere Univ Technol Tampere Finland

ISBN: (纸本)9781479980550

Short-term forecasting of electric loads is an essential function required by Smart Grids. Today increasing amount of smart metering data is available enabling the development of enhanced data-driven models for short-term load forecasting. Until now, a plethora of models have been developed ranging from simple linear regression models to more advanced models such as (artificial) neural networks (NNs) and support vector machines (SVMs). Despite the relatively high accuracy obtained, the acceptance of purely data-driven models such as NN models is still remained limited due to their complexity and nontransparent nature. therefore it is important to develop optimization schemes, which can be used to facilitate the selection of appropriate model structure resulting good forecasting accuracy with low complexity. this study presents an optimization scheme based on multi-objective genetic algorithm (GA) for designing data-driven models for short-term forecasting of electric loads. the optimization scheme is demonstrated for designing the conventional NN/MLP model using real smart metering data and weather measurements. the optimal NN model structures are identified and analyzed in terms of model complexity and forecasting accuracy.

关键词： smart metering data mining load forecasting genetic algorithms

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