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检索条件"机构=Dep. Of Computer Science and Technology"

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A case of industrial vs. Open-source OCL: Not so different after all

A case of industrial vs. Open-source OCL: Not so different a...

引用

2017 MODELS Satellite Event: Workshops (ModComp, ME, EXE, COMMitMDE, MRT, MULTI, GEMOC, MoDeVVa, MDETools, FlexMDE, MDEbug), Posters, Doctoral Symposium, Educator Symposium, ACM Student Research Competition, and Tools and Demonstrations, MODEL-SSE 2017

作者： Mengerink, Josh G.M. Noten, Jeroen Schiffelers, Ramon R.H. Van Den Brand, Mark G.J. Serebrenik, Alexander Dep. Mathematics and Computer Science Eindhoven University of Technology Netherlands

When studying model-driven engineering (MDE) in industry, generalization of studies is often hard, as most artifacts are proprietary and confidential in nature. A possible solution would be to study open-source artifacts. However, open-source artifacts are not necessarily representative for those found in the industry. As the first step towards investigating the viability of open-source MDE artifacts as an alternative to less accessible industrial ones, we use a large open-source dataset and several industrial meta-models to show that the complexity of OCL expressions in open-source and industry is similar.

关键词： Open source software

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Shape-based interpolation of CT image with window technology

Shape-based interpolation of CT image with window technology

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2010 International Conference on computer Application and System Modeling, ICCASM 2010

作者： Zhuang, Qiaoli Shen, Wei Sun, Qi Li, Yurong Yang, Shuzhen Zhejiang Sci-Tech University Dep. of Computer Science and Technology Hangzhou China Dep. of Computer Science and Technology North University Taiyuan China Zhejiang Changzheng Vacational and Technical College Dep. of Information Hangzhou China

ISBN: (纸本)9781424472369

In this paper,we propose an shape-based interpolation algorithm using window *** aim of this algorithm is to reconstruct the three-dimensional object from a group of two-dimensional sets representing sections of that ***,the window technology and image fusion method are used to get more details what we are interested in of consecutive sets,and then the contour of the image is obtained by using a mathematical morphology morphing approach,for locating the pixels which are corresponding with the interpolation pixels,we employ the relationship between the pixel and the centre of ***,the grey-level of interpolation pixels are the grey-level of the nearest corresponding pixels. Traveling all pixels of the interpolation image,the interpolation image is produced.

关键词： Interpolation

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A survey of software engineering for self-organization systems

A survey of software engineering for self-organization syste...

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SEKE 2011 - Proceedings of the 23rd International Conference on Software Engineering and Knowledge Engineering

作者： Guo, Yi Mao, Xinjun Hu, Cuiyun Yin, Junwen Cao, Jiang Dep. of Computer Science and Technology National University of Defense Technology Changsha China

ISBN: (纸本)1891706292

Self-organization systems are rapidly emerging as a powerful paradigm for tacking complexity, improving reliability and optimizing performance in several literatures and are widely applied in a number of domains. Obviously, to develop such complex systems need specified technologies as well as systematic approaches, and they should be developed in an engineering way. We argue software engineering for self-organization systems should consider the specific complexity properties of self-organization and should seek effective approaches to model, design, and dep.oy such systems. This paper aims to survey the state-of-the-art of the researches on software engineering for self-organization systems from theory, technology and tool viewpoints, investigate the potential issues and challenges in current researches, and suggest future research directions.

关键词： Surveys

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Multi-scale surface representation of point-sampled geometry

Multi-scale surface representation of point-sampled geometry

引用

ISPA 2005 - 4th International Symposium on Image and Signal Processing and Analysis

作者： Zhang, Dian-Hua Yue, Tian Chen, Yong-Hui Dep. of Computer Science Southwest University of Science and Technology Mianyang 621010 China

ISBN: (纸本)953184089X

With increasing complexity of 3D geometric models and growing demand for advanced modeling functionality, significant effort is being devoted to the design of efficient, reliable, and scalable algorithms for digital geometry processing. We introduce a multi-scale surface representation that enables sophisticated editing functionality at different approximation levels, using the concept of scale-space. The key issue is the interconnection between successive levels in the hierarchy. We use a fairing operator-a geometric low-pass filter to generate successively smoother approximation levels of a given input surface, and use a decomposition operator to encode each level relative to the next smoother level using normal displacements to ensure intuitive detail preservation. As a result, users can edit the surface at different approximation levels to perform coarse-scale edits on the whole model as well as very localized modifications on the surface detail.

关键词： Digital signal processing

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Automatic semantic web service composition via agent intention execution in AgentSpeak 07

Automatic semantic web service composition via agent intenti...

引用

IEEE/WIC/ACM International Conference on Web Intelligence, WI 2007

作者： Li, Huan Yu, Fan Qin, Zheng Qin, Jun Yang, Bo Dep. of Computer Science and Technology Xian JiaoTong University Dongguan University of Technology Key Lab. for ISS of MOE Software School Tsinghua University Dep. of Computer Science and Technology Xian JiaoTong University Tsinghua University Manchester Business School Dep. of Computer Science and Technology Xian JiaoTong University

ISBN: (纸本)0769530265

AI planning is the main stream method for automatic semantic web service composition (SWSC) research. However, planning based SWSC method can only return service composition upon user requirement description and lacks flexibility to deal with environment change. Deliberate agent architecture, such as BDI agent, is hopeful to make SWSC more intelligent. In this paper, we propose an automatic SWSC enabling method for AgentSpeak agent. Firstly, conversion algorithm from OWL-S web service description to agent's plan set (OWLS2APS) is presented. Target service is converted to agent's goal and related services are converted into agent's plan set. Then, SWSC is automatically performed through agent's intention formation. Agent invokes web service according to service sequence converted back from its intention. Agent can behave rationally with rules or ask for human intervention when SWSC or service invocation is not feasible. At last, a case study on enterprise credit rating service composition is presented to illustrate the method. © 2007 IEEE.

关键词： Web services

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Compile-time energy reduction techniques based on voltage scaling characteristic

Compile-time energy reduction techniques based on voltage sc...

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IASTED International Conference on Software Engineering: part of the 23rd IASTED International Multi-Conference on Applied Informatics, SE 2005

作者： Lei, Ting Li, Xi Hu, Xiao Zhou, Xue-Hai Dep. of Computer Science and Technology University of Science and Technology of China Hefei Anhui Province China

ISBN: (纸本)0889864640

The high power consumption of a processor is becoming a critical problem for both battery-powered devices and highperformance computers. Any reductions in the operating frequency of the processor and its supply voltage can lead to significant savings in energy consumption (and heat dissipation) but cause longer execution times. In this paper, the problem of performance-lossless software energy reduction for variable-voltage processors is introduced based on the analysis of voltage scaling characteristic. We discuss compile-time energy reduction techniques which identifies voltage scaling opportunities to achieve energy savings without performance loss. The problem is formulated in terms of mixed integer linear programming formulation, which can sufficiently exploit the difference of voltage scaling characteristics of subtasks. The model can be built by using program profiling results or some necessary parameters, and the heuristic algorithm is presented. Experiment results demonstrate the effectiveness of our strategy by using known benchmark programs on a dedicated processor simulator. Finally the performance of the heuristic algorithm is studied and the impact of the transition overheads is analyzed as well.

关键词： Voltage scaling

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Robust watermarking scheme based on RDWT-SVD: Embedding data in all subbands

Robust watermarking scheme based on RDWT-SVD: Embedding data...

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作者： Lagzian, Samira Soryani, Mohsen Fathy, Mahmood Dep. Computer Engineering Iran University of Science and Technology Tehran Iran

ISBN: (纸本)9781424498345

In this paper, a new method for non-blind image watermarking presented that is robust against affine transformation and ordinary image manipulation. The proposed method presents a watermarking scheme based on redundant discrete wavelet transform (RDWT) and Singular Value Decomposition (SVD). After applying RDWT to cover image, we apply SVD to each subband. Then we modify singular values of the cover image using singular values of the visual watermark. The advantage of the proposed technique is its robustness against most common attacks. Analysis and experimental results show higher performance of the proposed method in comparison to the DWT-SVD method. © 2011 IEEE.

关键词： Singular value decomposition

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Three propositions about distributions of network traffic 07

Three propositions about distributions of network traffic

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10th Communications and Networking Simulation Symposium, CNS 2007, Part of the 2007 Spring Simulation Multiconference, SpringSim 2007

作者： Chen, Ming Pei, Ling-Bo Liang, Wen Dep. of Computer PLA University of Science and Technology Nanjing 210007 China

ISBN: (纸本)1565553128

According to some discoveries and analysis results of network measurement for network traffic in recent years [1, 2], this paper has proposed three propositions about distributions of network traffic. To explain these propositions, the shaping effect for network traffic the Internet structures have is pointed out, and the novel concept of shaping operator and a doublemode transition model between self-similarity distribution and Poisson distribution is put forward. Finally, the validity of the shaping function and three propositions are verified by a lot of simulation experiments on NS2.

关键词： Poisson distribution

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Design and Implementation of Minkowski Feature Selection for Machine Learning Techniques 5

Design and Implementation of Minkowski Feature Selection for...

引用

5th International Conference on Information technology, Applied Mathematics and Statistics, ICITAMS 2023

作者： Hakim, Ekram Al-Shammary, Dhiah Mahdi, Ahmed M. University Of Al-Qadisiyah College Of Computer Science And Information Technology Dep. Computer Science Diwaniyah Iraq

ISBN: (纸本)9798350335118

This paper proposes a design and implementation of a highly efficient feature selection based on Minkowski's mathematical similarity for machine learning. Moreover, the development of the Minkowski feature selection can be general for intelligent datasets and machine learning. Intelligent optimizers and feature selection represent an advanced stage in machine learning and innovative computer applications by reducing the overall number of features to be included in the classification function process. This paper analyses Minkowski's selection of best factors for EEG Bonn University data. Minkowski cancels the random movement and systematically limits the number of features and its point-to-point movement in order to promote exploration and reduce the probability of falling into stagnation. The main measures to analyze this research are Accuracy, precision, Recall, and F1score assessment. Moreover, the accuracy of Minkowski's selection provided better classification results than some of the other approaches (100%) © 2023 IEEE.

关键词： Feature Selection

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Preventing Overfitting on Noisy Labels Through Adaptive Checkpointing 10

Preventing Overfitting on Noisy Labels Through Adaptive Chec...

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10th International Conference on Signal Processing and Intelligent Systems, ICSPIS 2024

作者： Azizian, Aref Ahmadian, Rouhollah Ghatee, Mehdi Shamsi, Mostafa Amirkabir University of Technology Dep. of Math. and Computer Science Tehran Iran

ISBN: (纸本)9798331532543

Overfitting and the presence of noisy labels are significant challenges in the training of machine learning models, particularly in complex datasets. This paper introduces a novel checkpointing method designed to mitigate overfitting while maintaining model calibration in the presence of noise. Our approach leverages the entropy of the two largest predicted probabilities from the model's output to determine when to save the model during training. This entropy-based criterion allows for effective checkpointing without necessitating a separate validation set. We evaluate our method across various datasets characterized by different noise levels and model architectures. The results demonstrate that our entropy-based checkpointing offers a more robust solution for managing model performance during training. This work contributes to the ongoing efforts to enhance model reliability in real-world applications where data imperfections are prevalent. © 2024 IEEE.

关键词： Entropy-Based Metric Noisy Labels Overfitting Prevention

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