Selected Papers:

S. M. Chen, “A new approach to handling fuzzy decision-making problems,” IEEE Transactions on Systems, Man, and Cybernetics, vol. 18, no. 6, pp. 1012-1016, November/December 1988.

S. M. Chen, J. S. Ke, and J. F. Chang, “Knowledge representation using fuzzy Petri nets,” IEEE Transactions on Knowledge and Data Engineering, vol. 2, no. 3, pp. 311-319, September 1990.

S. M. Chen and J. Y. Wang, “Document retrieval using knowledge-based fuzzy information retrieval techniques,” IEEE Transactions on Systems, Man, and Cybernetics, vol. 25, no. 5, pp. 793-803, May 1995.

S. M. Chen, “A new method for evaluating weapon systems using fuzzy set theory,” IEEE Transactions on Systems, Man, and Cybernetics-Part A: Systems and Humans, vol. 26, no. 4, pp. 493-497, July 1996.

S. M. Chen, “A fuzzy reasoning approach for rule-based systems based on fuzzy logics,” IEEE Transactions on Systems, Man, and Cybernetics-Part B: Cybernetics, vol. 26, no. 5, pp. 769-778, October 1996.

S. M. Chen, “Similarity measures between vague sets and between elements,” IEEE Transactions on Systems, Man, and Cybernetics-Part B: Cybernetics, vol. 27, no. 1, pp. 153-158, February 1997.

S. M. Chen and W. T. Jong, “Comments on “A Petri net model for temporal knowledge representation and reasoning”,” IEEE Transactions on Systems, Man, and Cybernetics-Part B: Cybernetics, vol. 27, no. 1, pp. 165-166, February 1997.

S. M. Chen and W. T. Jong, “Fuzzy query translation for relational database systems,” IEEE Transactions on Systems, Man, and Cybernetics-Part B: Cybernetics, vol. 27, no. 4, pp. 714-721, August 1997.

S. M. Chen, “Interval-valued fuzzy hypergraph and fuzzy partition,” IEEE Transactions on Systems, Man, and Cybernetics-Part B: Cybernetics, vol. 27, no. 4, pp. 725-733, August 1997.

Y. J. Horng and S. M. Chen, “Fuzzy query processing for document retrieval based on extended fuzzy concept networks,” IEEE Transactions on Systems, Man, and Cybernetics-Part B: Cybernetics, vol. 29, no. 1, pp. 96-104, February 1999.

Y. J. Horng and S. M. Chen, “Finding inheritance hierarchies in fuzzy-valued concept-networks,” IEEE Transactions on Systems, Man, and Cybernetics-Part B: Cybernetics, vol. 29, no. 1, pp. 126-135, February 1999.

T. P. Wu and S. M. Chen, “A new method for constructing membership functions and fuzzy rules from training examples,” IEEE Transactions on Systems, Man, and Cybernetics-Part B: Cybernetics, vol. 29, no. 1, pp. 25-40, February 1999.

W. T. Jong, Y. S. Shiau, Y. J. Horng, H. H. Chen, and S. M. Chen, “Temporal knowledge representation and reasoning techniques using time Petri nets,” IEEE Transactions on Systems, Man, and Cybernetics-Part B: Cybernetics, vol. 29, no. 4, pp. 541-545, August 1999.

S. M. Chen and J. R. Hwang, “Temperature prediction using fuzzy time series,” IEEE Transactions on Systems, Man, and Cybernetics-Part B: Cybernetics, vol. 30, no. 2, pp. 263-275, April 2000.

S. M. Chen, “Fuzzy backward reasoning using fuzzy Petri nets,” IEEE Transactions on Systems, Man, and Cybernetics-Part B: Cybernetics, vol. 30, no. 6, pp. 846-856,  December 2000.

S. M. Chen, Y. J. Horng, and C. H. Lee, “Document retrieval using fuzzy-valued concept networks,” IEEE Transactions on Systems, Man, and Cybernetics-Part B: Cybernetics, vol. 31, no. 1, pp. 111-118, February 2001.

S. M. Chen and T. H. Chang, “Finding multiple possible critical paths using fuzzy PERT,” IEEE Transactions on Systems, Man, and Cybernetics-Part B: Cybernetics, vol. 31, no. 6, pp. 930-937, December 2001.

S. M. Chen, “Weighted fuzzy reasoning using weighted fuzzy Petri nets,”  IEEE Transactions on Knowledge and Data Engineering, vol. 14, no. 2, pp. 386-397, March/April 2002.

S. J. Chen and S. M. Chen, “Fuzzy risk analysis based on similarity measures of generalized fuzzy numbers,” IEEE Transactions on Fuzzy Systems, vol. 11, no. 1, pp. 45-56, February 2003.

S. M. Chen and C. M. Huang, “Generating weighted fuzzy rules from relational database systems for estimating null values using genetic algorithms,” IEEE Transactions on Fuzzy Systems, vol. 11, no. 4, pp. 495-506, August 2003.

Y. J. Horng, S. M. Chen, Y. C. Chang, and C. H. Lee, “A new method for fuzzy information retrieval based on fuzzy hierarchical clustering and fuzzy inference techniques,” IEEE Transactions on Fuzzy Systems, vol. 13, no. 2, pp. 216-228, April 2005.

L. W. Lee, L. H. Wang, S. M. Chen, and Y. H. Leu, “Handling forecasting problems based on two-factors high-order fuzzy time series,” IEEE Transactions on Fuzzy Systems, vol. 14, no. 3, pp. 468-477, June 2006.

Y. C. Chang and S. M. Chen, “A new query reweighting method for document retrieval based on genetic algorithms,” IEEE Transactions on Evolutionary Computation, vol. 10, no. 5, pp. 617-622, October 2006.

H. Y. Wang and S. M. Chen, “Evaluating students' answerscripts using fuzzy numbers associated with degrees of confidence,” IEEE Transactions on Fuzzy Systems, vol. 16, no. 2, pp. 403-415, April 2008.

Y. C. Chang, S. M. Chen, and C. J. Liau, “Fuzzy interpolative reasoning for sparse fuzzy rule-based systems based on the areas of fuzzy sets,” IEEE Transactions on Fuzzy Systems, vol. 16, no. 5, pp. 1285-1301, October 2008.

S. M. Chen and Y. K. Ko, “Fuzzy interpolative reasoning for sparse fuzzy rule-based systems based on α-cuts and transformations techniques,” IEEE Transactions on Fuzzy Systems, vol. 16, no. 6, pp. 1626-1648, December 2008.

S. M. Chen, Y. K. Ko, Y. C. Chang, and J. S. Pan, “Weighted fuzzy interpolative reasoning based on weighted increment transformation and weighted ratio transformation techniques,” IEEE Transactions on Fuzzy Systems, vol. 17, no. 6, pp. 1412-1427, December 2009.

S. M. Chen and L. W. Lee, “Fuzzy decision-making based on likelihood-based comparison relations,” IEEE Transactions on Fuzzy Systems, vol. 18, no. 3, pp. 613-628, June 2010.

S. M. Chen and L. W. Lee, “Fuzzy multiple criteria hierarchical group decision-making based on interval type-2 fuzzy sets,” ” IEEE Transactions on Systems, Man, and Cybernetics-Part A: Systems and Humans,vol. 40, no. 5, pp. 1120-1128, September 2010.

S. M. Chen and N. Y. Wang, “Fuzzy forecasting based on fuzzy-trend logical relationship groups,” ” IEEE Transactions on Systems, Man, and Cybernetics-Part B: Cybernetics,vol. 40, no. 5, pp. 1343-1358, October 2010.

S. M. Chen and C. D. Chen, “TAIEX forecasting based on fuzzy time series and fuzzy variation groups,” IEEE Transactions on Fuzzy Systems, vol. 19, no. 1, pp. 1-12, February 2011.

S. M. Chen and Y. C. Chang, “Weighted fuzzy rule interpolation based on GA-based weight-learning techniques,” IEEE Transactions on Fuzzy Systems, vol. 19, no. 4, pp. 729-744, August 2011.

S. M. Chen and L. W. Lee, “Autocratic decision making using group recommendations based on the ILLOWA operators and likelihood-based comparison relations,” IEEE Transactions on Systems, Man, and Cybernetics-Part A: Systems and Humans, vol. 42, no. 1, pp. 115-129, January 2012.

S. M. Chen, H. P. Chu, and T. W. Sheu, “TAIEX forecasting using fuzzy time series and automatically generated weights of multiple factors,” IEEE Transactions on Systems, Man, and Cybernetics-Part A: Systems and Humans, vol. 42, no. 6, pp. 1485-1495, November 2012.

S. M. Chen, G. M. T. Manalu, J. S. Pan, and H. C. Liu, “Fuzzy forecasting based on two-factors second-order fuzzy-trend logical relationship groups and particle swarm optimization techniques,” IEEE Transactions on Cybernetics, vol. 43, no. 3, pp. 1102-1117, June 2013.

S. M. Chen, Y. C. Chang, and J. S. Pan, “Fuzzy rules interpolation for sparse fuzzy rule-based systems based on interval type-2 Gaussian fuzzy sets and genetic algorithms,” IEEE Transactions on Fuzzy Systems, vol. 21, no. 3, pp. 412-425, June 2013.

S. M. Chen and J. A. Hong, “Fuzzy multiple attributes group decision making based on ranking interval type-2 fuzzy sets and the TOPSIS method,” IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 44, no. 12, pp. 1665-1673, December 2014.

S. M. Chen and B. H. Tsai, “Autocratic decision making using group recommendations based on intervals of linguistic terms and likelihood-based comparison relations,” IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 45, no. 2, pp. 250-259, February 2015.

S. M. Chen and S. W. Chen, “Fuzzy forecasting based on two-factors second-order fuzzy-trend logical relationship groups and the probabilities of trends of fuzzy logical relationships,” IEEE Transactions on Cybernetics, vol. 45, no. 3, pp. 405-417, March 2015.

S. M. Chen and W. C. Hsin, “Weighted fuzzy interpolative reasoning based on the slopes of fuzzy sets and particle swarm optimization techniques,” IEEE Transactions on Cybernetics, vol. 45, no. 7, pp. 1250-1261, July 2015.

S. M. Chen and C. H. Chiou, “Multiattribute decision making based on interval-valued intuitionistic fuzzy sets, PSO techniques and evidential reasoning methodology,” IEEE Transactions on Fuzzy Systems, vol. 23, no. 6, pp. 1905-1916, December 2015.

P. Liu and S. M. Chen, “Group decision making based on Heronian aggregation operators of intuitionistic fuzzy numbers,” IEEE Transactions on Cybernetics, vol. 47, no. 9, pp. 2514-2530, September 2017.

P. Liu, S. M. Chen, and P. Wang, “Multiple-attribute group decision-making based on q-rung orthopair fuzzy power Maclaurin symmetric mean operators,” IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 50, no. 10, pp. 3741-3756, October 2020.

P. Liu, S. M. Chen, and G. Tang, “Multicriteria decision making with incomplete weights based on 2-D uncertain linguistic Choquet integral operators,” IEEE Transactions on Cybernetics, vol. 51, no. 4, pp. 1860-1874, April 2021.