Xuemei Li

Publications (7)0 Total impact

• Conference Proceeding: A Novel Hybrid Approach of KPCA and SVM for Building Cooling Load Prediction.

  Xuemei Li, Lixing Ding, Jinhu Lv, Gang Xu, Jibin Li
  Third International Conference on Knowledge Discovery and Data Mining, WKDD 2010, Phuket, Thailand, 9-10 January 2010; 01/2010
• Conference Proceeding: Hybrid Genetic Algorithm and Support Vector Regression in Cooling Load Prediction.

  Xuemei Li, Lixing Ding, Yan Li, Gang Xu, Jibin Li
  Third International Conference on Knowledge Discovery and Data Mining, WKDD 2010, Phuket, Thailand, 9-10 January 2010; 01/2010
• Chapter: Application of Rough Set Theory and Fuzzy LS-SVM in Building Cooling Load

  Xuemei Li, Ming Shao, Lixing Ding
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  ABSTRACT: Cooling load prediction models are expected to play an important role in building. Specifically, they will support advanced energy-saving optimal control systems. In this study, we develop an applicable predictor scheme, rough set theory (RST) and fuzzy least square support vector machine (LS-SVM) for building cooling load forecasting. Through the real-world building environment dataset experiment, we have proved that the reduction feature set exacted by RST has good subject-independence and intrinsic good separability. Fuzzy LS-SVM predictor demonstrated promising prediction accuracy, better generalization ability and more rapid execution speed than most of the all benchmarking methods listed in this study.
  12/2009: pages 119-126;
• Article: Construct Innovative Laboratory, Promote Quality-Oriented Education

  Lixing Ding, Xuemei Li, Jin-hu L
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  ABSTRACT: The rapid development of science and technology provides better educational environment and conditions for both learners and teachers. Nowadays quality-oriented education is advocated in China, which aims at cultivating all-round developed students. Collaborative learning helps to promote quality-oriented education and students’ all-around development. Constructing innovative laboratory is a nice way to achieve collaborative learning. This paper probes into constructing a more interesting and efficient learning environment through mobile robotics, which provides a motivating and innovative platform for performing laboratory experiments. Innovative experiments enable students to have better understanding of multidiscipline. Innovative design process also constructs efficient collaborative learning environment to cultivate students’ group spirit, creativity, collaboration, practicing skill, innate ability and personality. Results indicate that students enjoy learning through innovative experiments.
  Education Technology and Training & Geoscience and Remote Sensing. 12/2008; 1:115-118.
• Conference Proceeding: Study on precision agriculture monitoring framework based on WSN

  Xuemei Li, Yuyan Deng, Lixing Ding
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  ABSTRACT: The wireless sensor networks (WSN) is one of the most significant technologies in the 21st century. In recent years, achievements in micro-sensor technology and low-power electronics make WSN become into realities in applications. This paper describes a real-deployment of WSN based greenhouse management which is designed and implemented to realize modern precision agriculture. The proposed system can monitor the greenhouse environments, control greenhouse equipment, and provide various and convenient services to consumers with hand-held devices such as a PDA living a farming village. This paper discusses the advantages of using management strategy along wireless sensor-actor network technology for such cost-effective and environmental friendly greenhouse management.
  Anti-counterfeiting, Security and Identification, 2008. ASID 2008. 2nd International Conference on; 09/2008
• Conference Proceeding: Security architecture for RFID application in home environment

  Xuemei Li, Gang Xu, Degui Yu
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  ABSTRACT: Recently, the RFID (radio frequency identification) technology attracts the world market attention as essential technology for ubiquitous environment. The RFID market has focused on transponders and reader development. But the features of RFID system and the constraints of RFID devices may bring about various security problems. In this paper, we propose a novel cross-layer architecture designed to improve the reliability of security and privacy solutions. To support reliable and personal privacy controllable service, the proposed security architecture has user gateway and privacy management server. It is shown that the proposed architecture mitigates many threats relating to RFID user.
  Anti-counterfeiting, Security and Identification, 2008. ASID 2008. 2nd International Conference on; 09/2008
• Conference Proceeding: RFID based Smart Home architecture for improving lives

  Xuemei Li, Gang Xu, Li Li
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  ABSTRACT: Recently, home intelligent service is extended to context aware and situation aware automation service by using ubiquitous technology. This paper designs a ubiquitous computing based smart home safety management (U-SHM) for digital life. The proposed scheme integrates RFID and context awareness technologies in ubiquitous environments to increase the efficiency of mobile commerce and improve the life quality. This system provides the security service functions such as the partial credential based user authentication and context-aware access control, and the security policy management functions. We designed the secure and automatic control service using RFID tagged ID card and context based light and temperature management using sensor and RFID tag.Through our proposed U-SHM, the residents can be free and relaxing to gather the ubiquitous environment information around their home all the time.
  Anti-counterfeiting, Security and Identification, 2008. ASID 2008. 2nd International Conference on; 09/2008