Research on conflicting evidences combination strategy

Proceedings of the 7th International Conference on Machine Learning and Cybernetics, ICMLC

Volumn 1, Issue , 2008, Pages 110-114

  Guan, Xin ^a,b   Yi, Xiao ^a   He, You ^a  

^a NAVAL AERONAUTICAL AND ASTRONAUTICAL UNIVERSITY   (China)

^b NATIONAL UNIVERSITY OF DEFENSE TECHNOLOGY   (China)

Author keywords

Conflicting evidences; D S evidence theory; Evidence Classification; Weight coefficient

Indexed keywords

CONTROL THEORY; CYBERNETICS; LEARNING SYSTEMS;

COMBINATION STRATEGIES; CONFLICTING EVIDENCES; D-S EVIDENCE THEORY; EVIDENCE CLASSIFICATION; EVIDENCE COMBINATIONS; EXISTING METHODS; TARGET RECOGNITIONS; UNCERTAINTY PROBLEMS; WEIGHT COEFFICIENT;

ROBOT LEARNING;

EID: 57849088195     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICMLC.2008.4620388     Document Type: Conference Paper

References (9)

1. Lefevre E, Colot O, Vannoorenberghe P, "Belief functions combination and conflict management", Information Fusion, Vol 3, No. 3, pp. 149-162, 2002.
2. Ronald H. Yager, "On the Dempster-shafer framework and new combination rules", Information Science, Vol 41, No. 2, pp. 93-138, 1987.
3. Semts P, "The combination of evidence in the transferable belief model", IEEE Trans on Pattern Analysis and Machine Intelligence, Vol 3, No. 3, pp. 447-458, 1990.
4. Sun Quan, Ye Xiuqing, Gu Weikang, "A new combination rule of evidence", Acta Electronica Sinica, Vol 28, No. 8, pp. 117-119, 2000.
5. Murphy C K, "Combining belief functions when evidence conflicts", Decision Support Systems, Vol 29, No. 1, pp. 1-9, 2000.
6. Deng Yong, Shi Wen-kang, Zhu Zhen-fu, "Efficient combination approach of conflict evidence", Journal of. Infrared Millimeter Waves, Vol 23, No. 1, pp. 27-32, 2004.
7. He Bing, Mao Shiyi, Zhang Youwei, et al, "Evidence Combination Based on Evidence Classification", International Conference on Radar, pp. 732-736, 2001.
8. He Bing, "Modified DS evidence combination strategy based on evidence classification and uncertain entropy", Journal of Beijing University of Aeronautics and Astronautics, Vol 29, No. 10, pp. 927-930, 2003.
9. Jousselme A L, Grenier D, Bosse E, "A new distance between two bodies of evidence", Information Fusion, Vol 2, No. 1, pp. 91-101, 2001.