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10th international Conference on Soft Computing Models in Industrial and Environmental Applications, SOCO 2015

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10th international Conference on Soft Computing Models in Industrial and Environmental Applications, SOCO 2015

ISBN: (纸本)9783319197180

the proceedings contain 49 papers. the special focus in this conference is on Industrial and Environmental Applications. the topics include: User modeling optimization for the conversational human-machine interfaces;a view based approach for enhancing web services availability;using magentix2 in smart-home environments;analyzing accelerometer data for epilepsy episode recognition;a preliminary cooperative genetic fuzzy proposal for epilepsy identification using wearable devices;analysis of knowledge management in industrial sectors by means of neural models;towards a soft evaluation and refinement of tagging in digital humanities;neural networks and linear predictive coding coefficients used for european starling detection in vineyards;stroke-based intelligent word recognition using a formal language;link similarity reveals multiscale link communities;a comparison of clustering techniques for meteorological analysis;evolutionary battery scheduling optimization under variable electricity prices in micro-grids with renewable generation;reliability-based design optimization of structures combining genetic algorithms and finite element reliability analysis;improved energy-aware stochastic scheduling based on evolutionary algorithms via copula-based modeling of task dependences;relational crossover in evolutionary ontologies;a movement control system based on qualitative reasoning;a multi-agent framework for the analysis of users behavior over time in on-line social networks;an emotional-based hybrid application for human-agent societies;modeling and analysis of agent-based labor market;medical edge detection combining fuzzy mathematical morphology with interval-valued relations;shape-output gene clustering for time series microarrays and heuristics for apnea episodes recognition.

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Design and Supply of a SHM Based Condition Assessment of Critical structures System Using the Techniques of Corrosion and Stray Current Monitoring on the Cityringen Metro Project in Copenhagen 10

Design and Supply of a SHM Based Condition Assessment of Cri...

引用

10th international workshop on Structural Health Monitoring (IWSHM)

作者： Gooderham, thomas John, Gareth Viles, Sergio Stipac, Bojana ITS Testing Serv UK Ltd London England CMT DK-2300 Copenhagen S Denmark

ISBN: (纸本)9781605952758

A condition monitoring system for corrosion and stray current is being supplied and installed into the new Metro line in Copenhagen, known as the Cityringen project. the objective is to provide a combination of: 1. Pre-warning system for corrosion within the concrete cover to identify the onset of corrosion at reinforcement depth using a number of anode ladder sensors and ER (Electrical Resistance) sensors. 2. To understand the areas of stray current flow through the tunnel and station walls using sense electrode sensors. the data will be used to refine uncertainties and assumptions in service life model predictions of concrete durabilities that had been developed prior to the structure design (Jensen, 2012). this paper describes implementation of the monitoring system and the design consideration/philosophy used to determine measurement location throughout the system and the challenges presented.

关键词： Corrosion

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High Utility Rare Itemset Mining over Transaction databases 10

High Utility Rare Itemset Mining over Transaction Databases

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10th international workshop on databases in Networked Information Systems (DNIS)

作者： Goyal, Vikram Dawar, Siddharth Sureka, Ashish IIIT D Delhi India SARL Delhi India

ISBN: (纸本)9783319163130;9783319163123

High-Utility Rare Itemset (HURI) mining finds itemsets from a database which have their utility no less than a given minimum utility threshold and have their support less than a given frequency threshold. Identifying high-utility rare itemsets from a database can help in better business decision making by highlighting the rare itemsets which give high profits so that they can be marketed more to earn good profit. Some two-phase algorithms have been proposed to mine high-utility rare itemsets. the rare itemsets are generated in the first phase and the high-utility rare itemsets are extracted from rare itemsets in the second phase. However, a two-phase solution is inefficient as the number of rare itemsets is enormous as they increase at a very fast rate with the increase in the frequency threshold. In this paper, we propose an algorithm, namely UP-Rare Growth, which uses UP-Tree data structure to find high-utility rare itemsets from a transaction database. Instead of finding the rare itemsets explicitly, our proposed algorithm works on both frequency and utility of itemsets together. We also propose a couple of effective strategies to avoid searching the non-useful branches of the tree. Extensive experiments show that our proposed algorithm outperforms the state-of-the-art algorithms in terms of number of candidates.

关键词： data Mining Pattern Mining Rare Itemset Mining Rare Utility Itemset Utility Mining

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Damage Identification Using Acoustic Emission data Obtained from Large Composite structures 10

Damage Identification Using Acoustic Emission Data Obtained ...

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10th international workshop on Structural Health Monitoring (IWSHM)

作者： Awerbuch, Jonathan Ozevin, Didem Khanolkar, Amey Tan, Tein-Min Drexel Univ Dept Mech Engn Sacramento CA 95820 USA Univ Illinois Dept Civil & Mat Engn Chicago IL 60607 USA Univ Washington Mech Engn Seattle WA 98195 USA

ISBN: (纸本)9781605952758

Acoustic emission was implemented to monitor damage initiation and its progression in a full-scale Pultruded Rod Stitched Efficient Unitized Structure (PRSEUS) carbon/epoxy fuselage panel subjected to combined loading of internal pressure and axial load. Prior to panel fracture, emission was generated at a very high rate, with a significant amount of emission apparently generated by fretting among the nearly infinite newly formed fracture surfaces. the separation of burst type waveforms (i.e., which are caused by actual new damage) and emission caused from extraneous sources is demonstrated. the effect of high rate of emission on the corresponding AE signal features is demonstrated. It is shown that the high rate of failure in composites is an added difficulty for damage source identification, which the current AE methodology needs to address.

关键词： Fracture

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New Fast algorithms for Elliptic Curve Arithmetic in Affine Coordinates 10th

New Fast Algorithms for Elliptic Curve Arithmetic in Affine ...

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10th international workshop on Security (IWSEC)

作者： Yu, Wei Kim, Kwang Ho Jo, Myong Song Chinese Acad Sci Inst Informat Engn Beijing 100093 Peoples R China Chinese Acad Sci Data Assurance & Commun Secur Res Ctr Beijing 100093 Peoples R China Natl Acad Sci Inst Math Dept Algebra & Geometry Pyongyang North Korea KumSong Sch Pyongyang North Korea

ISBN: (纸本)9783319224251;9783319224244

We present new algorithms computing 3P and 2P + Q by removing the same part of numerators and denominators of their formulas, given two points P and Q on elliptic curves defined over prime fields and binary fields in affine coordinates. Our algorithms save one or two field multiplications compared with ones presented by Ciet, Joye, Lauter, and Montgomery. Since 2P + Q takes 1 3 proportion, 28.5% proportion, and 25.8% proportion of all point operations by non-adjacent form, binary/ternary approach and tree approach to compute scalar multiplications respectively, 3P occupies 42.9% proportion and 33.4% proportion of all point operations by binary/ternary approach and tree approach to compute scalar multiplications respectively, utilizing our new formulas of 2P + Q and 3P, scalar multiplications by using non-adjacent form, binary/ternary approach and tree approach are improved.

关键词： Elliptic curve Double-base number system Elliptic curve arithmetic Scalar multiplication

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A Novel, Wireless Acceleration Evaluator Used for Health Monitoring of Aging structures and Bridges 10

A Novel, Wireless Acceleration Evaluator Used for Health Mon...

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10th international workshop on Structural Health Monitoring (IWSHM)

作者： Sabato, Alessandro Univ Calabria DIMEG Tecn Controllo Ambientale Res Grp I-87036 Arcavacata Di Rende CS Italy

ISBN: (纸本)9781605952758

Control aging structures and infrastructures is of importance as these systems may have economic and strategic relevance. Develop reliable and accurate instruments for monitoring the structural dynamic behavior plays a key role in predicting the onset of possible crisis scenarios. Recent advances in technology have made wireless Micro Electro-Mechanical System (MEMS) accelerometers an attractive tool for Structural Health Monitoring (SHM). In this paper, the Acceleration Evaluator (ALE) - a low cost, high sensitivity, wireless prototype sensor board installing a MEMS-based accelerometer -is used as a stand-alone sensor for the vibration monitoring of large-sized civil structures. In particular, two cases of study are reported. the first one consists of the earthquake induced vibration measurements on a real-size lab model. It is a 2,500 Kg, 3 meter high stone pinnacle of the Saint Peter and Saint Paul Cathedral Church (Washington National Cathedral) in Washington, D. C. data collected using ALE are used for a back to back comparison with those recorded with wire-based, high-sensitivity devices. the evaluations carried out in time and frequency domains (e. g. peak ground acceleration, Arias' intensity, and excited frequencies) are used to determine the measurements accuracy in comparison with standardized and well-known devices. the second analysis is performed on a 104 meter pedestrian deck-stiffened arch bridge, located on the Princeton University campus in Princeton, NJ. the study aims to validate ALE performances in a real-world scenario. Recorded data are analyzed and compared with those reported in literature studies for the bridge. the results from both tests are examined to prove that ALE can be used as vibration monitoring devices to detect accelerations having amplitude in the order of 10(-2) m.s(-2) (ambient vibrations) as well as accelerations having amplitude in the order of 100 m.s(-2) (strong earthquakes). To conclude, the future works on the sensor bo

关键词： Acceleration

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Validation of Long-Term data from FBG Temperature Sensors 10

Validation of Long-Term Data from FBG Temperature Sensors

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10th international workshop on Structural Health Monitoring (IWSHM)

作者： Abdel-Jaber, Hiba Glisic, Branko Princeton Univ Princeton NJ 08544 USA

ISBN: (纸本)9781605952758

Monitoring temperature in structures is essential for understanding their thermal behavior and performing thermal compensation for any other type of sensors used for structural health monitoring (e.g. strain). this is particularly important for long-term monitoring applications. Nevertheless, a universal procedure for the validation of temperature data from a monitoring system has not been created and implemented. In this paper, preliminary research on two methods that aim to validate temperature readings from temperature sensors is presented. the methods differ in the type of data available for validation: (1) data from two independent monitoring systems are available, and (2) data from a monitoring system and a nearby weather tower are available. the methods use linear regression and confidence intervals on the linear regression model parameters to quantify annual changes in readings, which are then used to characterize long-term performance of the sensor such as changes in sensitivity or stability, or other unusual behaviors. the methods were applied to data collected over five years from fiber optic sensors based on Fiber Bragg Gratings (FBG) installed on Streicker Bridge on the Princeton University campus, and similar qualitative conclusions were derived from the two methods at instrumented locations where two independent monitoring systems are installed. this validation of the two methods was used as a confirmation that the second method, for which data is generally available, can be used in lieu of the first in cases where two independent monitoring systems do not exist. Based on this validation, the second method was independently used to test data at other locations on the bridge, where only one type of sensors is installed. the validation procedure showed and quantified minor changes in sensitivity and stability in measurements from some instrumented locations after the first two years.

关键词： Temperature sensors

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Automatic Test-Pattern Generation for Grey-Box Programs

Automatic Test-Pattern Generation for Grey-Box Programs

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international workshop on Automation of Software Test (AST)

作者： Ali Khalili Massimo Narizzano Armando Tacchella Enrico Giunchiglia DIBRIS Universita degli Studi di Genova Genova Italy

In the context of structural testing, automatic test-pattern generation (ATPG) may fail to provide suites covering 100% of the testing requirements for grey-box programs, i.e., Applications wherein source code is available for some parts (white-box), but not for others (black-box). Furthermore, test suites based on abstract models may elicit behaviors on the actual program that diverge from the intended ones. In this paper, we present a new ATPG methodology to reduce divergence without increasing manual effort. this is achieved by (i) learning models of black-box components as finite-state machines, and (ii) composing the learnt models with the white-box components to generate test-suites for the grey-box program. Experiments with a prototypical implementation of our methodology show that it yields measurable improvements over two comparable state-of-the-art solutions.

关键词： Automatic test pattern generation Software Model checking Prototypes Software algorithms data models

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An improved algorithm for locality-sensitive hashing

An improved algorithm for locality-sensitive hashing

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international Conference on Computer Science & Education (ICCSE)

作者： Wei Cen Kehua Miao School of Information Science and Engineering Xiamen University Xiamen China

ISBN: (纸本)9781479966011

We present an improved Locality-Sensitive Hashing for similarity search under high dimension search. Our scheme improves the running time based on the earlier algorithm Locality-Sensitive Hashing for hamming distance and euclidean distance. In this paper we have collected a database of the MNIST dataBASE, we proposed nearest neighbor search in the database and can get a good result in an acceptable time. the experimental results show that our data structure is up to about 10 times faster than ordinary Locality-Sensitive Hashing when working on a database of 60000 samples. At the same time, the accuracy rate and recall rate are higher than earlier algorithms.

关键词： Hamming distance Accuracy Euclidean distance Nearest neighbor searches Indexes data structures

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Computer guided product EMC compliance on user's workshop by means of cloud computing - methodologies and algorithms

Computer guided product EMC compliance on user's workshop by...

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international Conference on Industrial and Information Systems, ICIIS

作者： Wei Wu Yuejia Wu Institute of Innovation WEIWU INFO Lisbon Portugal Dept. of Cloud Computing Technology Zhoushan Puhua Elec. Info. Tech LTD Zhoushan China

All products are obligated to pass Electromagnetic Compatibility (EMC) tests before sale. Due to the uncertainty of Electromagnetic Interference (EMI) location in product, the product EMC compliance is expensive and time consuming. In this paper we present a novel solution to assist industrial users in product EMC compliance, which is a public Computer Aided EMC compliance service platform in Cloud, accessible through Internet by Desktop, Laptop, Pad or Smart Phone. the industrial users may measure voltage signals on EUT with a general-purpose oscilloscope, and upload the data to platform where the data are analyzed and the analysis results indicate the EMI location and EMI level on EUT, to guide users efficiently and effectively modify EUT to approach EMC compliance. It is low cost and easy to use, users only pay the Computing time in Cloud, no software installation, no operation skill and no EMC expertise are required. Methodologies and algorithms of proposed solution are introduced, and illustrated by example.

关键词： Conferences Computers Electromagnetic compatibility Electromagnetic interference Oscilloscopes Europe

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