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Decision Supporting System for Investment in MEMS Industries Using Fuzzy Inference and Data Fusion Technique

Decision Supporting System for Investment in MEMS Industries...

引用

International Symposium on Information Technology

作者： Younessi, Avisheh Jamaluddin, Md Yusoff Kavousi, Kaveh Dept. of Electronics and Systems Engineering Faculty of Engineering Universiti Kebangsaan Malaysia Dept. of Computer Faculty of Engineering Islamic Azad University Iran

ISBN: (纸本)9781424423279

The objective of this paper is to put forward an intelligent system to assist and enable potential users who intend to make investment on Micro Electro Mechanical System (MEMS) products. The system functions as a decision support system to help users the potentiality of investment in MEMS industry by predicting future sales and profitability based on past knowledge. In this paper work Fuzzy Logic system (FLs) is proposed, as it is conveniently adaptable to solve such problems. Among the many factors that are important for predicting MEMS industry potential, are sales, price, profit, earning, P/E ratio, PEG, P/S ratio. Some of these factors may be related, but some act independently. These factors are combined together into a finalize result. Data Fusion is the process of combining multiple economic factors in order to produce information of tactical value to the user. Briefly, in this project, the behaviour of an intelligent system is simulated by the Fuzzy Logic toolbox. In fact, the output variable and valuation scale is 'investment'. It is fuzzy variable and compared this output rate with actuality.

关键词： Intelligent systems

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A practical approach to consensus based control of multi-agent systems 2

A practical approach to consensus based control of multi-age...

引用

2nd International Symposium on Recent Advances in Electrical engineering, RAEE 2018

作者： Ali, Shawkat Ahmed, Salman Khan Marwat, Safdar Nawaz Dept. of Computer Systems Engineering University of Engineering and Technology Peshawar Pakistan

ISBN: (纸本)9781538682043

Consensus based control of multi-agent systems has a widespread applications in many fields. For example, autonomous computing, wireless sensor networks and robotics etc. It has several interesting results for clustering in data mining and Economics dispatch problem in distributed electric generation. A lot of theoretical analysis have been applied for such problems using consensus approach but still a practical approach to consensus based control of multi-agent systems is needed. This paper presents theoretical as well as practical systems for smart grid using consensus algorithm. Economic dispatch problem which is the major issue in smart grid is resolved through distributed consensus approach. For experimental purpose, a framework of Arduino IDE is selected for analysis, communication and simulation. Each Arduino board is an intelligent and autonomous agent that is in communication with all its neighbour's nodes for adapting changes in demand and generation of power in Smart grid. Moreover, a dynamically changing behaviour of the systems is also in focus of this paper. © 2018 IEEE.

关键词： Multi agent systems

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Ballot permutations in Prêt à voter

Ballot permutations in Prêt à voter

引用

2009 Electronic Voting Technology Workshop/Workshop on Trustworthy Elections, EVT/WOTE 2009, Held in Conjunction with the 18th USENIX Security Symposium

作者： Ryan, Peter Y.A. Teague, Vanessa Dept. Computer Science and Communications University of Luxembourg Luxembourg Dept. Computer Science and Software Engineering University of Melbourne Australia

Handling full permutations of the candidate list along with re-encryption mixes is rather difficult in Prêt à Voter but handling cyclic shifts is straightforward. One of the versions of Prêt à Voter that uses Paillier encryption allows general permutations of candidates on the ballot, rather than just cyclic shifts. This improves the robustness of the system against an adversary who tries to alter checkmarks on ballots before they are posted to the bulletin board. Even if the adversary could predict which voters would fail to check their vote on the bulletin board, the best they could do would be to choose another random candidate. By contrast, when using only cyclic shifts the adversary can systematically shift a biased distribution from one candidate to another. We show in this note that the Paillier version of Prêt à Voter with full permutations of the candidates is not receipt-free when the number of possible permutations is much larger than the number of voters, and we propose a construction that addresses this issue while retaining the defence against an adversary who can shift checkmarks. © EVT/WOTE 2009 - 2009 Electronic Voting Technology Workshop/Workshop on Trustworthy Elections. All rights reserved.

关键词： Cryptography

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A Re-examination of Lexical Association Measures

A Re-examination of Lexical Association Measures

引用

2009 Workshop on Multiword Expressions: Identification, Interpretation, Disambiguation, Applications, MWE 2009

作者： Hoang, Hung Huu Kim, Su Nam Kan, Min-Yen Dept. of Computer Science National University of Singapore Singapore Dept. of Computer Science and Software Engineering University of Melbourne Australia

ISBN: (纸本)1932432604

We review lexical Association Measures (AMs) that have been employed by past work in extracting multiword expressions. Our work contributes to the understanding of these AMs by categorizing them into two groups and suggesting the use of rank equivalence to group AMs with the same ranking performance. We also examine how existing AMs can be adapted to better rank English verb particle constructions and light verb constructions. Specifically, we suggest normalizing (Pointwise) Mutual Information and using marginal frequencies to construct penalization terms. We empirically validate the effectiveness of these modified AMs in detection tasks in English, performed on the Penn Treebank, which shows significant improvement over the original AMs. © 2009 ACL and AFNLP

关键词： Natural language processing systems

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Using Google books ngram in detecting linguistic shifts over time 10

Using Google books ngram in detecting linguistic shifts over...

引用

10th International Joint Conference on Knowledge Discovery, Knowledge engineering and Knowledge Management, IC3K 2018

作者： El-Ebshihy, Alaa El-Makky, Nagwa Nagi, Khaled Dept. of Computer and Systems Engineering Faculty of Engineering Alexandria University Egypt

ISBN: (纸本)9789897583308

The availability of large historical corpora, such as Google Books Ngram, makes it possible to extract various meta information about the evolution of human languages. Together with advances in machine learning techniques, researchers recently use the huge corpora to track cultural and linguistic shifts in words and terms over time. In this paper, we develop a new approach to quantitatively recognize semantic changes of words during the period between 1800 and 1990. We use the state-of-the-art FastText approach to construct word embedding for Google Books Ngram corpus for the decades within the time period 1800-1990. We use a time series analysis to identify words that have a statistically significant change in the period between 1900 and 1990. We conduct a performance evaluation study to compare our approach against related work, we show that our system is more robust against morphological language variations. Copyright © 2018 by SCITEPRESS – Science and Technology Publications, Lda. All rights reserved.

关键词： Semantics

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Dual Auction Peer-to-Peer Control Scheme for Empowering Prosumers Participation in the Local Energy Markets 4

Dual Auction Peer-to-Peer Control Scheme for Empowering Pros...

引用

4th International Conference on Computing, Mathematics and engineering Technologies, iCoMET 2023

作者： Ikram, Muhammad Ahmed, Salman Khan Marwat, Safdar Nawaz University of Engineering and Technology Dept. of Computer Systems Engineering Peshawar Pakistan

ISBN: (纸本)9798350335316

The emerging trend of distributed and renewable energy sources encourages energy trading in the electricity market. Various forms of energy markets are evolving for successful energy trading. The local energy market is one of them in which various participants are actively coordinating for optimal utilization of power. Such type of local energy markets provides individual prosumers to trade their surplus energy in the neighbourhood in peer-to-peer topology. The complexity of such type of local energy market is increasing in terms of structure, control, coordination, and cost estimation. For the cooperative behaviour of the local energy markets, a dual auction coordination control scheme is important to encourage more prosumers for energy trading. We proposed a novel scheme that performs dual auctions for prosumers in a decentralized fashion. We assessed dual auction matching by coordinating prosumers and consumers to sell and purchase energy in the local energy market. The aggregator performed balancing in the proposed dual auction scheme as an autonomous entity. The results were simulated in MATLAB and JADE for the complex prosumer peer-to-peer network. Our proposed scheme shows each peer dual auction matching improves from 0.95 to 2.03 for optimal hierarchal energy trading in energy markets. For peer participation, the participation ratio increased from 0.684 to 1.74 and optimal aggregator coordination from 9.18% to 19% in the local energy markets. © 2023 IEEE.

关键词： Smart power grids

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Tight bounds for a stochastic resource allocation algorithm using marginal revenue

Tight bounds for a stochastic resource allocation algorithm ...

引用

2007 AAAI Spring Symposium

作者： Plamondon, Pierrick Chaib-draa, Brahim Benaskeur, Abder Rezak Laval University Computer Science and Software Engineering Dept. Decision Support Systems Section Defence R and D Canada - Valcartier

ISBN: (纸本)9781577353119

This paper contributes to solve effectively stochastic resource allocation problems known to be NP-Complete. To address this complex resource management problem, previous works on pruning the action space of real-time heuristic search is extended. The pruning is accomplished by using upper and lower bounds on the value function. This way, if an action in a state has its upper bound lower than the lower bound on the value of this state, this action may be pruned in the set of possible optimal actions for the state. This paper extends this previous work by proposing tight bounds for problems where tasks have to be accomplished using limited resources. The marginal revenue bound proposed in this paper compares favorably with another approach which proposes bounds for pruning the action space. Copyright © 2007, American Association for Artificial Intelligence (***). All rights reserved.

关键词： Resource allocation

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On the development of a web extension for text authentication on Google Chrome 2

On the development of a web extension for text authenticatio...

引用

2nd International Conference on Electrical, computer and Communication engineering, ECCE 2019

作者： Kabir, Muhammad Nomani Tayan, Omar Alginahi, Yasser Hasan, Md Munirul Rahman, Md Arafatur Faculty of Computer Systems Software Engineering University Malaysia Pahang Kuantan Pahang Malaysia Dept. of Computer Engineering NOOR Research Center College of Computer Science and Engineering Taibah University Madinah Saudi Arabia Dept. of Electrical and Computer Engineering University of Windsor Windsor Canada

ISBN: (纸本)9781538691113

Web extension is a software that can be installed on a web browser. A web-extension link is displayed as an icon on the toolbar of the browser. Based on browsing activity, the extension works automatically or by clicking the extension icon depending on the functionalities made in the extension software. In this work, we developed a web extension on Google Chrome browser to verify online texts by simply clicking on an extension button. Upon clicking the button, the underlying algorithm in the extension software retrieves the texts from the current web-page being displayed. Verification and authentication of texts are performed by comparing the retrieved texts with text database. According to the comparison, texts are highlighted in colors. We consider authentication of Arabic Hadith texts for a case study. The authentic Hadith texts are highlighted by green color;authentic texts with partial diacritics, by yellow;and unauthentic texts, by red. This technique can also be used to authenticate laws, constitutions and Government documents in any language. © 2019 IEEE.

关键词： Authentication

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Utilization of Online Collaborative Tools in software engineering: An Empirical Study on Review Meetings 6

Utilization of Online Collaborative Tools in Software Engine...

引用

6th International Conference on computer Science and engineering, UBMK 2021

作者： Akman, Ibrahim Turhan, Cigdem Hacaloglu, Tuna Dept. of Computer Engineering Atilim University Ankara Turkey Dept of Software Engineering Atilim University Ankara Turkey Dept of Information Systems Engineering Atilim University Ankara Turkey

ISBN: (纸本)9781665429085

software development involves a significant amount of team effort where collaboration and communication of the team members are crucial. The team meetings are core activities in all stages of the software development process. Even though these meetings often are conducted face-to-face (F2F) with a lackof technology utilization, changing global conditions such as the COVID-19 pandemic require other solutions urgently without interrupting the software development schedule. For this purpose, online collaborative tools provide new opportunities for software teams to work together avoiding waste in time and resources and the relevant literature is immature. This study aims to assess the factors affecting the integration of online collaborative tools to SE practices with a special reference to review meetings. For this purpose, a sample of 73 SE sophomore and junior students who are future software professionals participated in experimental review meetings based on predefined scenarios. The findings indicate that the utilization of OCT's has positive effects on the participants' actual performance and improves the interaction between team members compared to F2F meetings. © 2021 IEEE

关键词： software design

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Success factors for software reuse that are applicable across domains and businesses 97

Success factors for software reuse that are applicable acros...

引用

1997 ACM Symposium on Applied Computing, SAC 1997

作者： Rine, David C. Dept. of Computer Science and Information and Software Systems Engineering School of Information Technology and Engineering George Mason University Fairfax VA United States

ISBN: (纸本)0897918509

The problem researched is that there presently does not exist a set of success factors which are common across organizations and have some predictability relationship to software reuse. For completeness, this research also investigated possible predictive relationships between software reuse and both productivity and quality. A 1995 survey was conducted to determine the state-of-the-practice. The data from the survey was statistically analyzed to evaluate the relationships among reuse capability, productivity, quality, and the individual software reuse success factors. The results of the analysis showed some of the success factors to have a predictive relationship to software reuse capability. software reuse capability also had a predictive relationship to productivity and quality. Based on the research results, the leading indicators of software reuse capability are: product-line approach, architecture which standardizes interfaces and data formats, common software architecture across the product-line, design for manufacturing approach, domain engineering, management which understands reuse issues, software reuse advocate(s) in senior management, state-of-the-art tools and methods, precedence of reusing high level software artifacts such as requirements and design versus just code reuse, and trace end-user requirements to the components (systems, subsystems, and/or software modules) which support them. © 1997 ACM.

关键词： computer software reusability

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