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Towards a self-adaptive service-oriented methodology based on extended SOMA

Alireza PARVIZI-MOSAED,Shahrouz MOAVEN,Jafar HABIBI,Ghazaleh BEIGI,Mahdieh NASER-SHARIAT

Frontiers of Information Technology & Electronic Engineering 2015, Volume 16, Issue 1,   Pages 43-69 doi: 10.1631/FITEE.1400040

Abstract: We propose a self-adaptive process (SAP) that maintains the software architecture quality using the MAPE-K standard model. The proposed process can be plugged into various software development processes and service-oriented methodologies due to its explicitly defined inputs and outputs. To this aim, the proposed SAP is integrated with the service-oriented modeling and application (SOMA) methodology in a two-layered structure to create a novel methodology, named self-adaptive service-oriented architecture methodology (SASOAM), which provides a semi-automatic self-aware method by the composition of architectural tactics. Moreover, the maintenance activity of SOMA is improved using architectural and adaptive patterns, which results in controlling the software architecture quality. The improvement in the maintainability of SOMA is demonstrated by an analytic hierarchy process (AHP) based evaluation method. Furthermore, the proposed method is applied to a case study to represent the feasibility and practicality of SASOAM.

Keywords： Quality attribute     Adaptation pattern     Architectural tactic     Service-oriented architecture     Self-adaptiveprocess     Architectural pattern    

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Nonlinear design-point performance adaptation approaches and their comparisons for gas turbine applications

Y. G. LI, P. PILIDIS,

Frontiers in Energy 2009, Volume 3, Issue 4,   Pages 446-455 doi: 10.1007/s11708-009-0042-9

Abstract: method and the other using a Genetic Algorithm-based adaptation approach.The advantages and disadvantages of the two adaptation methods have been compared with each other.The two adaptation approaches have been applied to a model gas turbine engine.The comparison of the two adaptation methods shows that the nonlinear matrix inverse method is fasterand more accurate, while the genetic algorithm-based adaptation method is more robust but slower.

Keywords： gas turbine     engine     performance adaptation     performance matching     design-point performance simulation     influence    

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Dual collaboration for decentralized multi-source domain adaptation Research Article

Yikang WEI, Yahong HAN

Frontiers of Information Technology & Electronic Engineering 2022, Volume 23, Issue 12,   Pages 1780-1794 doi: 10.1631/FITEE.2200284

Abstract: supervision knowledge with the collaboration of source models, while the domain gap will lead to limited adaptationcollaboration between the decentralized source domains and target domain, which improves the domain adaptation

Keywords： Multi-source domain adaptation     Data decentralization     Domain shift     Negative transfer    

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Comments on “Adaptation of Chinese and German maize-based food-feed-energy systems to limited phosphate

Antje SCHWALB

Frontiers of Agricultural Science and Engineering 2019, Volume 6, Issue 4,   Pages 443-444 doi: 10.15302/J-FASE-2019288

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Dynamic parameterized learning for unsupervised domain adaptation Research Article

Runhua JIANG, Yahong HAN

Frontiers of Information Technology & Electronic Engineering 2023, Volume 24, Issue 11,   Pages 1616-1632 doi: 10.1631/FITEE.2200631

Abstract: enables neural networks to transfer from a labeled source domain to an unlabeled target domain by learning domain-invariant representations. Recent approaches achieve this by directly matching the marginal distributions of these two domains. Most of them, however, ignore exploration of the dynamic trade-off between and learning, thus rendering them susceptible to the problems of negative transfer and outlier samples. To address these issues, we introduce the dynamic parameterized learning framework. First, by exploring domain-level semantic knowledge, the dynamic alignment parameter is proposed, to adaptively adjust the of and learning. Besides, for obtaining semantic-discriminative and domain-invariant representations, we propose to align training trajectories on both source and target domains. Comprehensive experiments are conducted to validate the effectiveness of the proposed methods, and extensive comparisons are conducted on seven datasets of three visual tasks to demonstrate their practicability.

Keywords： Unsupervised domain adaptation     Optimization steps     Domain alignment     Semantic discrimination    

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Subsurface damage pattern and formation mechanism of monocrystalline -GaO in grinding process

Frontiers of Mechanical Engineering 2022, Volume 17, Issue 2, doi: 10.1007/s11465-022-0677-3

Abstract: The aim of this study is to investigate the damage pattern and formation mechanism of monocrystallineof the grinding principle, revealing the mechanism of the mechanical effect of grits on the damage pattern

Keywords： monocrystalline beta-phase gallium oxide     grinding process     subsurface damage     nanocrystals     amorphous phase    

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SHIFTING TO A RECOMMENDED DIETARY PATTERN COULD PROMOTE SUSTAINABLE DEVELOPMENT OF THE ENVIRONMENT AND

Frontiers of Agricultural Science and Engineering 2023, Volume 10, Issue 1,   Pages 73-82 doi: 10.15302/J-FASE-2023489

Abstract: ItemContent>

● Shifting from the existing dietary patterns to the alternative recommended dietary pattern

Keywords： CHNS data     cluster analysis     dietary patterns     sustainable development    

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The influence of hand hole on the ultimate strength and crack pattern of shield tunnel segment joints

Shaochun WANG, Xi JIANG, Yun BAI

Frontiers of Structural and Civil Engineering 2019, Volume 13, Issue 5,   Pages 1200-1213 doi: 10.1007/s11709-019-0546-2

Abstract: A \ /-type crack pattern is always observed before the final failure of the segment joints.

Keywords： tunneling     structural synthetic fiber concrete     hand hole     segment joint     ultimate bearing capacity     crack pattern    

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Pattern Recognition With Fuzzy Central Clustering Algorithms

Zen Huanglin,Yuan Hui,Liu Xiaofang

Strategic Study of CAE 2004, Volume 6, Issue 11,   Pages 33-37

Abstract: constrained nonlinear programming, an approach of clustering center and a fuzzy membership function of patternfuzzy central cluster neural network proposed here can realize crisp decision or fuzzy decision in pattern

Keywords： fuzzy sets     central cluster     pattern recognition     neural network    

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Distinct gene expression pattern of mutations coordinated by target repression and promoter hypermethylation

Frontiers of Medicine 2022, Volume 16, Issue 4,   Pages 627-636 doi: 10.1007/s11684-020-0815-4

Abstract: Here, based on 1741 patients with AML, we report a unique expression pattern associated with RUNX1This expression pattern was coordinated by target repression and promoter hypermethylation.This study revealed the distinct gene expression pattern of RUNX1 mutations and the underlying

Keywords： RUNX1     gene mutation     acute myeloid leukemia     transcriptional repression     DNA methylation    

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Semantically condensed multi-relational frequent pattern discovery based on conjunctive query containment

Yang Bingru,Zhang Wei,Qian Rong

Strategic Study of CAE 2008, Volume 10, Issue 9,   Pages 47-53

Abstract: Multi-relational frequent pattern discovery approaches directly look for frequent patterns that involveWhile the state-of-the-art of multi-relational frequent pattern discovery approaches is based on theprogramming techniques, we propose an approach to semantically condensed multi-relational frequent patternunderstandability, function, efficiency and scalability of the state-of-the-art of multi-relational frequent pattern

Keywords： multi-relational data mining     frequent pattern discovery     conjunctive query     condensed pattern    

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F-FDG-PET glucose hypometabolism pattern in patients with epileptogenic hypothalamic hamartoma

Frontiers of Medicine 2021, Volume 15, Issue 6,   Pages 913-921 doi: 10.1007/s11684-021-0874-1

Abstract: A systematic analysis of the overall brain metabolic pattern in patients with hypothalamic hamartomaAssessment of the whole metabolic pattern in patients with HH revealed several regional metabolic reductionsIn conclusion, the glucose hypometabolism pattern in patients with epileptogenic HH involved the neocortex

Keywords： hypothalamic hamartoma     gelastic seizure     fluorodeoxyglucose-positron emission tomography     voxel-based morphometry    

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Invasive mucinous adenocarcinoma with lepidic-predominant pattern coexisted with tuberculosis: a case

Xinxin Xu, Yinshi Guo, Qiuying Li, Ling Yang, Jianqiang Kang

Frontiers of Medicine 2018, Volume 12, Issue 3,   Pages 330-333 doi: 10.1007/s11684-017-0545-4

Abstract:

We observed a rare case of invasive mucinous adenocarcinoma (IMA) with a lepidic-predominant patternIMA with a lepidic-predominant pattern was diagnosed after invasiveness was found after experimentaltuberculosis and lung cancer are common; however, the present case of IMA having a lepidic-predominant pattern

Keywords： invasive mucinous adenocarcinoma     lepidic-predominant     tuberculosis    

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Anon-group parallel frequent pattern mining algorithm based on conditional patterns Regular Papers-Research Articles

Zhe-jun KUANG, Hang ZHOU, Dong-dai ZHOU, Jin-peng ZHOU, Kun YANG

Frontiers of Information Technology & Electronic Engineering 2019, Volume 20, Issue 9,   Pages 1234-1245 doi: 10.1631/FITEE.1800467

Abstract: In this study, we find that the formation of the frequent pattern (FP) mining algorithm depends mainlyon the conditional pattern bases.Based on the parallel frequent pattern (PFP) algorithm theory, the grouping model divides frequent items

Keywords： Frequent pattern mining     Parallel algorithm     Conditional pattern bases     MapReduce     Big data    

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Gathers flows the separation formula irrigation pattern research and the practice

Zhang Jianghui,Zhou Heping,Xu Xiaobo,Yao Xinhua

Strategic Study of CAE 2008, Volume 10, Issue 9,   Pages 25-30

Abstract: text-align: justify;">Gathers flows the separation formula irrigation is a new water-saving irrigation patternThis paper summarized the basic idea of gathers flows the separation formula irrigation pattern, elaborateddouche, analyzed the comprehensive technical effect of gathers flows the separation formula irrigation pattern

Keywords： water-saving agriculture     gathers flows the separation irrigation pattern     innovation research     practice    

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Title Author Date Type Operation

Towards a self-adaptive service-oriented methodology based on extended SOMA

Alireza PARVIZI-MOSAED,Shahrouz MOAVEN,Jafar HABIBI,Ghazaleh BEIGI,Mahdieh NASER-SHARIAT

Journal Article

Nonlinear design-point performance adaptation approaches and their comparisons for gas turbine applications

Y. G. LI, P. PILIDIS,

Journal Article

Dual collaboration for decentralized multi-source domain adaptation

Yikang WEI, Yahong HAN

Journal Article

Comments on “Adaptation of Chinese and German maize-based food-feed-energy systems to limited phosphate

Antje SCHWALB

Journal Article

Dynamic parameterized learning for unsupervised domain adaptation

Runhua JIANG, Yahong HAN

Journal Article

Subsurface damage pattern and formation mechanism of monocrystalline -GaO in grinding process

Journal Article

SHIFTING TO A RECOMMENDED DIETARY PATTERN COULD PROMOTE SUSTAINABLE DEVELOPMENT OF THE ENVIRONMENT AND

Journal Article

The influence of hand hole on the ultimate strength and crack pattern of shield tunnel segment joints

Shaochun WANG, Xi JIANG, Yun BAI

Journal Article

Pattern Recognition With Fuzzy Central Clustering Algorithms

Zen Huanglin,Yuan Hui,Liu Xiaofang

Journal Article

Distinct gene expression pattern of mutations coordinated by target repression and promoter hypermethylation

Journal Article

Semantically condensed multi-relational frequent pattern discovery based on conjunctive query containment

Yang Bingru,Zhang Wei,Qian Rong

Journal Article

F-FDG-PET glucose hypometabolism pattern in patients with epileptogenic hypothalamic hamartoma

Journal Article

Invasive mucinous adenocarcinoma with lepidic-predominant pattern coexisted with tuberculosis: a case

Xinxin Xu, Yinshi Guo, Qiuying Li, Ling Yang, Jianqiang Kang

Journal Article

Anon-group parallel frequent pattern mining algorithm based on conditional patterns

Zhe-jun KUANG, Hang ZHOU, Dong-dai ZHOU, Jin-peng ZHOU, Kun YANG

Journal Article

Gathers flows the separation formula irrigation pattern research and the practice

Zhang Jianghui,Zhou Heping,Xu Xiaobo,Yao Xinhua

Journal Article