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2013年中国智能自动化学术会议

作者： Yu Zhang Jing Jin Bei Wang Xingyu Wang Key Laboratory for Advanced Control and Optimization for Chemical Processes Ministry of EducationEast China University of Science and Technology

Common spatial pattern(CSP) has been one of the most popular methods for EEG feature extraction in brain-computer interface(BCI) application. Although the CSP usually provides good discriminant features for classification,it is also known to be sensitive to overfitting and *** study introduces a shrinkage technique to regularize estimation of the covariance matrices in the CSP and hence a novel shrinkage CSP(SCSP) method,which could effectively alleviate the effects of small training sample size and unbalanced data on classification. The proposed SCSP is validated on feature extraction of P300 that has been widely adopted for BCI *** accuracies are evaluated by using linear discriminant analysis(LDA) with experimental EEG data from seven *** results indicate that the proposed SCSP extracts more effective features that yield higher classification accuracy than that by the traditional CSP.

关键词： Brain-computer interface(BCI) Common spatial pattern(CSP) Electroencephalogram(EEG) P300 Shrinkage

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GTAW Procedure Expert System Based on Neural Network

GTAW Procedure Expert System Based on Neural Network

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2013 3rd International Conference on Mechanical Materials and Manufacturing Engineering(ICMMME 2013)

作者： Xuewu Wang Shangyong Yang Key Laboratory of Advanced Control and Optimization for Chemical Processes Ministry of Education East China University of Science and Technology

Intelligent procedure expert system was developed to select appropriate GTAW procedure in this ***,the function design and implementation methods of the welding procedure expert system were *** expert system can present the welding procedure card,multimedia display of welding process,and output function to makes the data sharing more ***,the database design of the welding procedure expert system based on C/S mode was presented where the expert knowledge was *** last,the neural network model was established to realize procedure selection based on the neural network learning ability and the welding case from the *** the BPNN model,the welding parameters can be obtained based on the input welding conditions.

关键词： Welding procedure Expert system Database Multimedia Neural network

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Improved shuffled frog leaping algorithm for permutation flow shop scheduling

Improved shuffled frog leaping algorithm for permutation flo...

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2013 International Conference on Information and Communication technology for education (ICTE 2013)

作者： Zhenhao Xu Xiao Xu Xingsheng Gu Key Laboratory of Advanced Control and Optimization for Chemical Processes Ministry of Education East China University of Science and Technology

This paper studies the scheduling problem in a permutation flow shop with the objective of makespan, which is known as one of major problems in the field of scheduling. In order to solving the corresponding model, an improved shuffled frog leaping algorithm(ISFLA) is put forward for this kind of scheduling problem. A new leaping rule based on the characteristic of the problem is devised to improve the performance of the ISFLA. And it can not only produce feasible solutions but also maintain the structure characteristic of the SFLA. Computational experiments on benchmark sets show that the proposed ISFLA is greatly effective to generate good solutions relative to the other two algorithms.

关键词： permutation flow shop SFLA new leaping rule

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Development and implementation of WEB-based online hotel reservation system

Development and implementation of WEB-based online hotel res...

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2013 International Conference on Precision Mechanical Instruments and Measurement technology, ICPMIMT 2013

作者： Hu, Ping Gu, Dong Xiao Department of Management of Hefei University HeFei Anhui 230601 China Key Laboratory of Process Optimization Intelligent Decision-making of Ministry of Education China School of Management at Hefei University of Technology Hefei Anhui 230009 China

ISBN: (纸本)9781629933405

The Internet accelerates the communication and understandings between people, which make information unprecedented important. Furthermore, it changes the way that people book rooms, which makes rooms-booking diversified, convenient, and individualized. Out of the demand of modern hotels and based on the B/S model, this paper analyzes and designs the hotel booking operation, and achieves the functions of register, login-in, reservation, customer management, and reservation management, and etc., in order to improve the efficiency of hotel reservation. © 2013 Trans Tech Publications Ltd, Switzerland.

关键词： Hotels

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Genistein Suppresses LPS-Induced Inflammatory Response through Inhibiting NF-κB following AMP Kinase Activation in RAW 264.7 Macrophages

Genistein Suppresses LPS-Induced Inflammatory Response throu...

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作者：纪桂元 Yupei Zhang Qinhe Yang Shaobin Cheng Jing Hao Xihong Zhao Zhuoqin Jiang Guangdong Provincial Institute of Public Health Guangdong Provincial Center for Disease Control and Prevention Department of Nutrition School of Public HealthSun Yat-Sen University Department of Traditional Chinese Medicine Medical College of Jinan University Guangxi Botanical Garden of Medicinal Plant Key Laboratory for Green Chemical Process of Ministry of Education School of Chemical Engineering and Pharmacy Wuhan Institute of Technology

Genlstein,the major Isoflavone in soybean,was recently reported to exert beneficial effects in metabolic disorders and inflammatory *** the;present study,we investigated the effects arid mechanisms of a dietary concentration of genlstein on the inflammatory response In lipopofysaccharide(LPS)-treated RAW 264.7 *** results demonstrated that genistein effectively jnhibited the LPS-induced overproduction of tumor necrosis factor-alpha(TNF-α)and interleukin 6(IL-6),as well as LPS-induced nuclear factor kappa B(NF-κB) *** addition,the data also showed that genlstein prevented LPS-lnduced decrease In adenosine moriophosphate-activated protein kinase(AMPK)*** effects were opvj !ously attenuated by an AMPK *** together,our results suggest that the dietary concentration of genlstein is able to attenuate inflammatory responses via inhibition of NF-κB activation following AMPK stimulation:The data provide direct evidence for the potential application of low concentrations of genlstein in the prevention and treatment of Inflammatory diseases.

关键词： LPS genistein B following AMP Kinase Activation in RAW 264.7 Macrophages Genistein Suppresses LPS-Induced Inflammatory Response through Inhibiting NF RAW

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Wrapper feature selection embedded Bagging for financial distress prediction

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ICIC Express Letters, Part B: Applications 2013年第2期4卷 375-380页

作者： Wang, Gang Yang, Shanlin Ma, Jian School of Management Hefei University of Technology No. 193 Tunxi Road Hefei 230009 China Ministry of Education Key Laboratory of Process Optimization and Intelligent Decision-Making Hefei University of Technology No. 193 Tunxi Road Hefei 230009 China Department of Information Systems City University of Hong Kong Tat Chee Avenue Kowloon Hong Kong

The prediction of financial distress for financial institutions has been extensively researched for a long time. Latest studies have shown that such ensemble techniques have performed better than single AI technique in financial distress prediction. In this paper a new wrapper feature selection embedded Bagging, WFS-Bagging, is proposed to predict financial distress. WFS-Bagging utilizes the feature selection, e.g., wrapper feature selection, to enhance the accuracy and diversity of base learners. For the testing and illustration purposes, two real world financial distress data sets are selected to demonstrate the effectiveness and feasibility of proposed method. Experimental results reveal that WFS-Bagging can be used as an alternative technique for the financial distress prediction. © 2013 ICIC International.

关键词： Forecasting

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Sliding mode control for Markovian jumping systems subject to partially known transition rate

Sliding mode control for Markovian jumping systems subject t...

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第三十二届中国控制会议

作者： Bei Chen Tinggang Jia Yugang Niu Key Laboratory of Advanced Control and Optimization for Chemical Process(East China University of Science and Technology) Ministry of Education Automation Division Shanghai Electric Group Co.Ltd.

ISBN: (纸本)9781479900305

This paper investigates the problem of sliding mode control for a class of stochastic Markovian jumping systems with partially known transition rate.A key feature in this work is to relax the requirement that all the elements in transition rate matrix are known,which is usually encountered in some existing *** is shown that the reachability of the specified sliding surface can be ensured by the designed sliding mode ***,the suffcient conditions for the stability of the sliding motion on the sliding surface are also derived.

关键词： Markovian jumping systems incomplete transition rate state-dependent noise sliding mode control

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A new brain-computer interface paradigm based on P300 and SSVEP

A new brain-computer interface paradigm based on P300 and SS...

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Chinese control Conference (CCC)

作者： Minjue Wang Jing Jin Xingyu Wang Key Laboratory of Advanced Control and Optimization for Chemical Processes (East China University of Science and Technology) Ministry of Education Shanghai 200237 China

Brain-Computer Interface (BCI) is a novel communication system without depending on conventional brain output paths (such as peripheral nerve and muscle tissue) of the brain. The evaluation of effective EEG patterns is one of the crucial issues in the current research of BCI. Most of the traditional visual evoked paradigms only evoke one kind of EEG pattern for the subsequent feature classification. This study presents a new paradigm based on P300 and Steady-State Visual Evoked Potential (SSVEP) that involves event-related stimulation and frequency flashing stimulation. P300 and SSVEP patterns are evoked simultaneously to enhance the discriminability of features. Offline comparison is implemented among the proposed paradigm and the traditional P300 and SSVEP paradigms. The results show that the new paradigm evokes more significant P300 features while weaken SSVEP features a little without destroying the online feasibility of the BCI system. Therefore, the proposed paradigm can satisfy requirements from different subjects to enlarge the user of group.

关键词： Electroencephalography Brain-computer interfaces educational institutions Visualization Electronic mail Steady-state Correlation

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Stabilization of LTI systems via state feedback over digital block-fading channels

Stabilization of LTI systems via state feedback over digital...

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Chinese control Conference (CCC)

作者： Nan Xiao Lihua Xie Yugang Niu Key Laboratory of Advanced Control and Optimization for Chemical Process Ministry of Education East China University of Science and Technology Shanghai Shanghai CN EXQUISITUS Centre for E-City School of Electrical and Electronic Engineering Nangyang Technological University Singapore Key Laboratory of Advanced Control and Optimization for Chemical Process East China University of Science and Technology Shanghai Shanghai CN

This paper studies the state feedback stabilization of LTI plants over wireless block-fading channels. The packet-loss rate of each channel depends on power level and packet length used for transmission as well as channel power gain. Different from the case of fixed packet-loss rate, the packet-loss rate considered in this paper is random and time-varying as the channel power gain is so for wireless communication. When power level and packet length are assumed to be time-invariant for every transmission at each channel, necessary and sufficient conditions for mean square stabilizability via state feedback are given in terms of the unstable poles of the plant. The performance defined as the asymptotic mean square norm of the system state is also discussed for the scalar case.

关键词： State feedback Fading Wireless communication Vehicles Wireless sensor networks Packet loss

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Modeling for Penicillin Fermentation process Based on Weighted LS-SVM and Pensim

Modeling for Penicillin Fermentation Process Based on Weight...

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2013年中国智能自动化学术会议

作者： Weili Xiong Xiao Wang Qian Zhang Baoguo Xu Key Laboratory of Advanced Process Control for Light Industry(Ministry of Education) Automation Institute of Jiangnan University

In order to solve the problem when monitoring and controlling penicillin fermentation processes,So an intelligent modeling method based on Quantum Particle Swarm optimization(QPSO) algorithm and Weighted Least Squares Support Vector Machines(WLS-SVM) is presented,which can overcome the noise of sample data,the high *** the method in penicillin fermentation processes and compared with the Pensim simulation platform data,it obviously found that the WLS-SVM is superior to the unweighted LS-SVM modeling method that has a better estimation accuracy and robustness.

关键词： Weighted SVM Quantum particle swarm algorithm Penicillin Modeling

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