Book (edited)

Pei, Zheng, Ruan, Da, Liu, Jun and Xu, Yang, eds. (2009) Linguistic Values Based Intelligent Information Processing: Theory, Methods, and Applications. 300 pp. Atlantis Press/World Scientific, Paris/Singapore. ISBN 978-90-78677-11-6 [Book (edited)]

Xu, Y, Qin, KY and Liu, J, eds. (1999) Fuzzy Pattern Recognition: Theory and Applications. Chengdu, China. 400 pp. in Chinese, an edited book published by Press of Southwest Jiaotong University. ISBN 7-81057-241-5 [Book (edited)]

Book section

Lu , Z., Liu, Jun, Augusto, Juan Carlos and Wang, Hui (2010) A Many-Valued Temporal Logic and Reasoning Framework for Decision Making. In: Computational Intelligence in Complex Decision Systems. Atlantic Press, pp. 125-145. ISBN 978-90-78677-27-7 [Book section]

Liu, Jun, Martinez, L, Yang, JB and Wang, J (2008) Linguistic assessment approach for hierarchical safety analysis and synthesis. In: Intelligent Decision and Policy Making Support Systems. (Eds: Ruan, D, Frank, H and Klaas van der, M), Springer Berlin / Heidelberg, pp. 211-230. ISBN 978-3-540-78306-0 [Book section]

Martínez, L, Pérez, LG and Liu, J (2007) A linguistic decision based model applied to olive oil sensory evaluation. In: Fuzzy Sets and Their Extensions: Representation, Aggregation and Models, in Book Series: Studies in Fuzziness and Soft Computing. (Eds: Bustince, H, Montero, J and Herrera, F), Springer Berlin / Heidelberg, pp. 317-334. ISBN 978-3-540-73722-3 [Book section]

Conference contribution

Calzada, A., Liu, J., Wang, H., Martinez, L. and Kashyap, A. (2011) An Intelligent Decision Support Tool Based on Belief Rule-Based Inference Methodology. In: 2011 IEEE International Conference on Fuzzy Systems, Taipei, Taiwan. IEEE. 6 pp. [Conference contribution]

CALZADA , ALBERTO, Liu, Jun, RODRIGUEZ , R.M. and MARTINEZ , L. (2010) A belief linguistic rule based inference methodology for handling decision making problem in qualitative nature. In: The 9th International FLINS Conference on Foundations and Applications of Computational Intelligence (FLINS2010), Emei City, Sichuan, China. The World Scientific. 6 pp. [Conference contribution]

Espinilla, M., Ruan, D., Liu, Jun and Martínez, L. (2010) A heterogeneous evaluation model for assessing sustainable energy: A Belgian case study. In: 2010 IEEE World Congress on Computational Intelligence/FUZZ-IEEE 2010, Barcelona, Spain. IEEE. 8 pp. [Conference contribution]

Liu, Jun, Xu, Yang and Da, Ruan (2010) An axiomatizable linguistic truth-valued logic. In: The 9th International FLINS Conference on Foundations and Applications of Computational Intelligence (FLINS2010), Emei City, Sichuan, China. The World Scientific. 6 pp. [Conference contribution]

Rodriguez, R.M., Ruan, D., Liu, Jun, Calzada, A. and Martinez, L. (2010) Imputing missing values in nuclear safeguards evaluation by a 2-tuple computational model. In: The 10th International Conference on Artificial Intelligence and Soft Computing (ICAISC2010), Zakopane, Poland. Springer. 9 pp. [Conference contribution]

Liu, Jun, Martinez, L, Ruan, D and Wang, Hui (2009) Generating consistent fuzzy belief rule base from sample data. In: The 4th International Conference on Intelligent Systems &. Knowledge Engineering (ISKE2009), Hasselt University, Hasselt, Belgium. UNSPECIFIED. 7 pp. [Conference contribution]

Lu, ZR, Liu, Jun, Augusto, Juan Carlos and Wang, Hui (2009) A linguistic truth-valued temporal reasoning formalism and its implementation. In: The Twenty-Ninth SGAI International Conference (AI-2009), Cambridge, UK. UNSPECIFIED. 6 pp. [Conference contribution]

Rodriguez, RM, Espinilla-Estievez, M, Martinez, L and Liu, Jun (2009) Computing with words based on a hybrid semantic-symbolic model. In: The 4th International Conference on Intelligent Systems &. Knowledge Engineering (ISKE2009), Hasselt University, Hasselt, Belgium. UNSPECIFIED. 7 pp. [Conference contribution]

Ruan, D, Carchon, R, van der Meer, K, Liu, J, Wang, Hui and Martinez, L (2009) Belief rule-based inference methodology to improve nuclear safeguards information evaluation. In: The 28th North American Fuzzy Information Processing Society Annual Conference , Cincinnati. IEEE. 16 pp. [Conference contribution]

Wu, Shengli, Bi, Yaxin and Liu, Jun (2009) The Cubic Regression Model for Merging Results from Multiple Text Databases. In: Semantics, Knowledge and Grid, 2009. SKG 2009. Fifth International Conference on, Zhuhai, China. IEEE xplore. 8 pp. [Conference contribution]

Liu, Chang, Wang, Hui, McClean, Sally, Liu, Jun and Wu, Shengli (2008) Exploring and Measuring Dependency Trees for Information Retrieval. In: Doctoral Forum of the 31st Annual International ACM SIGIR Conference, Singapore. ACM. 5 pp. [Conference contribution]

Liu, Chang, Wang, Hui, McClean, Sally, Liu, Jun and Wu, Shengli (2008) Pruning Dependency Trees in a Syntactic Information Retrieval Model. In: IEEE international Conference on Audio, Language and Image Processing, Shanghai, China. IEEE. 10 pp. [Conference contribution]

Liu, Jun, Wang, YM and Martinez, L (2008) Extended belief rule-based inference framework. In: The 3th International Conference on Intelligent Systems and Knowledge Engineering (ISKE2008), Xiamen, China. UNSPECIFIED. 7 pp. [Conference contribution]

Liu, Jun and Xu, Y (2008) Lukasiewicz linguistic truth-value logic and reasoning with application in rule-based system. In: International Workshop ”Knowledge Processing and Reasoning for Information Society” within International Networking for Young Scientists, Wroclaw, Poland. UNSPECIFIED. 300 pp. [Conference contribution]

Lu, ZR, Liu, J, Augusto, JC and Wang, H (2008) Multi-valued temporal reasoning framework for decision making. In: The 8th International FLINS Conference on Computational Intelligence in Decision and Control, Madrid, Spain. UNSPECIFIED. 1204 pp. [Conference contribution]

Martinez, L, Espinilla-Estievez, M and Liu, Jun (2008) Extended linguistic hierarchies. In: The 3th International Conference on Intelligent Systems and Knowledge Engineering (ISKE2008), Xiamen, China. UNSPECIFIED. 7 pp. [Conference contribution]

Wang, H and Liu, J (2008) Combining evidence in multivariate data spaces. In: the 8th International FLINS Conference on Computational Intelligence in Decision and Control, Madrid, Spain. World Scientific. 6 pp. [Conference contribution]

Augusto, JC, Wang, H and Liu, J (2007) Making the right decisions for disaster prevention. In: 2007 International Conference on Intelligent Systems and Knowledge Engineering (ISKE2007), Chengdu, China. UNSPECIFIED. 6 pp. [Conference contribution]

Liu, Chang, Wang, Hui, McClean, Sally, Liu, Jun and Wu, Shengli (2007) A Study of Syntactic Information Retrieval. In: 18th Irish Conference on Artificial Intelligence and Cognitive Science, Dublin. Springer. 10 pp. [Conference contribution]

Liu, Chang, Wang, Hui, McClean, Sally, Liu, Jun and Wu, Shengli (2007) Syntactic Information Retrieval. In: IEEE international Conference on Granular Computing, San Jose, California, USA. IEEE. 6 pp. [Conference contribution]

Liu, J, Martinez, L, Xu, Y and ZR, Lu (2007) Automated reasoning algorithm for linguistic valued Lukasiewicz propositional logic. In: ISMVL2007 - 37th IEEE International Symposium on Multiple-Valued Logic, Oslo, Norway. UNSPECIFIED. 8 pp. [Conference contribution]

Liu, J, Martinez, L and ZR, Lu (2007) Satisfiability in a linguistic-valued logic and its quasi-horn clause inference framework. In: The 9th IFSA World Congress: Theory and Applications of Fuzzy Logic and Soft Computing, Cancun, Mexico. UNSPECIFIED. 11 pp. [Conference contribution]

Wang, Hui, Liu, Jun and Lin, Zhiwei (2007) Preference based alternative ordering. In: EuroFuse'07, Jaen, Spain. World Scientific. 10 pp. [Conference contribution]

YM, Wang, Liu, J, Taha, M S Elhag and Martinez, L (2007) Bridge risk assessment using a hybrid AHP/DEA methodology. In: 2007 International Conference on Intelligent Systems and Knowledge Engineering (ISKE2007), Chengdu, China. UNSPECIFIED. 6 pp. [Conference contribution]

Augusto, JC, Liu, J and Chen, L (2006) Using ambient intelligence for disaster management. In: 10th International Conference of KES2006 (Knowledge-Based Intelligent Information and Engineering Systems), Part II, Bournemouth, UK. UNSPECIFIED. 8 pp. [Conference contribution]

Liu, Jun, Augusto, Juan Carlos and Wang, Hui (2006) Considerations on uncertain spatio-temporal reasoning in smart home systems. In: 7th International FLINS Conference on Applied Artificial Intelligence (FLINS2006), Genova, Italy. Springer. 10 pp. [Conference contribution]

Internet publication

Pei, Z., Ruan, D., Liu, J and Xu, Y (2011) An linguistic aggregation operator with three kinds of weights for nuclear safeguards evaluation. Knowledge-Based SystemsUNSPECIFIED pp, DOI: 10.1016/j.knosys.2011.10.016 [Internet publication]

Journal article

He, X.X., Liu, J, Xu, Y., Martinez, L. and Ruan, D. (2012) On α-satisfiability and its α-lock resolution in a finite lattice-valued propositional logic. Logic Journal of the IGPL , 20 (3). pp. 579-588. [Journal article]

He, X.X., Xu, Y., Liu, J. and Chen, S.W. (2012) Alpha-generalized lock resolution method in linguistic truth-valued lattice-valued logic. International Journal of Computational Intelligence Systems, 5 (6). pp. 1120-1134. [Journal article]

He, X.X., Xu, Y., Liu, J. and Chen, S.W. (2012) On compatibilities of alpha-lock resolution method in linguistic truth-valued lattice-valued logic. Soft Computing, 16 (4). pp. 699-709. [Journal article]

Palomares, I., Liu, J. and Xu, Y. (2012) Modelling experts’ attitudes in group decision making. Soft Computing, 16 (10). pp. 1755-1766. [Journal article]

Xu, Y., Liu, J., Zhong, X.M. and Chen, S.W. (2012) Lattice-valued matrix game with mixed strategies for intelligent decision support. Knowledge-Based Systems, 32 . pp. 56-64. [Journal article]

Zhong, X.M., Xu, Y., Liu, J. and Chen, S.W. (2012) General form of alpha-resolution principle for linguistic truth-valued lattice-valued logic. Soft Computing, 16 (10). pp. 1767-1781. [Journal article]

Espinilla, M., Liu, J and Martinez, L. (2011) An extended hierarchical linguistic model for decision-making problems. Computational Intelligence, 27 (3). pp. 489-512. [Journal article]

Liu, Jun, Martinez, L., Ruan, D., Rodriguez, R. and Calzada, A. (2011) Optimization algorithm for learning consistent belief rule-base from examples. Journal of Global Optimization, 51 (2). pp. 255-270. [Journal article]

Novozhilov, Vasily, JOSEPH, P, ISHIKO, Keiichi, SHIMADA, Toru, WANG, Hui and LIU, Jun (2011) Polymer Combustion as a Basis for Hybrid Propulsion:A Comprehensive Review and New Numerical Approaches. Energies, 4 (10). pp. 1779-1839. [Journal article]

Rodriguez, R., Ruan, D., Liu, J. and Martinez, L. (2011) A hybrid model to deal with missing values in nuclear safeguards’ evaluation. International Journal of Nuclear Knowledge Management, 5 (2). pp. 194-218. [Journal article]

Xu, Y., Liu, Jun, Ruan, D. and Li, X.B. (2011) Determination of a-resolution in lattice-valued first-order logic LF(X). Information Sciences, 181 (10). pp. 1836-1862. [Journal article]

Liu, Jun, Martinez, L., Wang, Hui, Rodriquez, R.M. and Novozhilov, V. (2010) Computing with words in risk assessment. International Journal of Computational Intelligence Systems, 3 (4). pp. 396-419. [Journal article]

Rodriguez, R.M., Martinez, L, Ruan, D and Liu, J (2010) Using collaborative filtering for dealing with missing values in nuclear safeguards evaluation. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, 18 (4). pp. 431-449. [Journal article]

Wang, Hui, Liu, Jun and Augusto, Juan Carlos (2010) Mass Function Derivation and Combination in Multivariate Data Spaces. Information Sciences, 180 (6). pp. 813-819. [Journal article]

Xu, Y, Liu, J, Martinez, L and Ruan, D (2010) Some views on information fusion and logic based approaches in decision making under uncertainty. Journal of Universal Computer Science, 16 (1). pp. 3-21. [Journal article]

Liu, Jun, Da, Ruan, Wang, Hui and Luis, Martinez (2009) Improving nuclear safeguards evaluation through enhanced belief rule-based inference methodology. International Journal of Nuclear Knowledge Management, 3 (3). pp. 312-339. [Journal article]

Martínez, L, Espinilla, M, Liu, J, Pérez, L.G. and Sánchez , P.Z. (2009) An evaluation model with unbalanced linguistic information: applied to olive oil sensory evaluation. Journal of Multiple-Valued Logic and Soft Computing, 15 (2-3). pp. 229-251. [Journal article]

Augusto, JC, Liu, J, McCullagh, PJ, Wang, H and Jian-Bo, Yang (2008) Management of uncertainty and spatio-temporal aspects for monitoring and diagnosis in a Smart Home. International Journal of Computational Intelligence Systems, 1 (4). pp. 361-378. [Journal article]

Augusto, JC, Wang, H and Liu, J (2008) Situation assessment during disaster management. International Journal of Computational Intelligence Systems, 1 (3). pp. 237-247. [Journal article]

Li, XB, Ruan, D, Liu, J and Xu, Y (2008) A linguistic-valued weighted aggregation operator to multiple attribute group decision making with quantitative and qualitative information. International Journal of Computational Intelligence Systems, 1 (3). pp. 274-284. [Journal article]

Liu, J, Yang, JB, Ruan, D, Martinez, L and Wang, J (2008) Self-tuning of fuzzy belief rule bases for engineering system safety analysis. Annals of Operations Research, 163 (1). pp. 143-168. [Journal article]

Wang, YM, Liu, J and Elhag, Taha MS (2008) An integrated AHP-DEA methodology for bridge risk assessment. Computers & Industrial Engineering, 54 (3). pp. 513-525. [Journal article]

XB, Li, Ruan, D, Liu, J and Xu, Y (2008) A linguistic-valued weighted aggregation operator to multiple attribute group decision making with quantitative and qualitative information. International Journal of Computational Intelligence Systems, 1 (3). pp. 274-284. [Journal article]

DL, Xu, Liu, J, JB, Yang, GP, Liu, Wang, J, Jenkinson, I and Ren, J (2007) Inference and learning methodology of belief-rule-based expert system for pipeline leak detection. Expert Systems with Applications, online available, 32 (1). pp. 103-113. [Journal article]

Liu, J, Wang, J, Xu, D-L and Yang, J-B (2007) Optimization Models for Training Belief-Rule-Based Systems. IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans, 37 (4). pp. 569-585. [Journal article]

Martinez, L, Liu, J, Ruan, D and JB, Yang (2007) Dealing with heterogeneous information in engineering evaluation processes. Information Sciences, 177 (7). pp. 1533-1542. [Journal article]

Pei, Z, Ruan, D, Xu, Y and Liu, J (2007) Handling linguistic information over the internet based on a multi-agent system. International Journal of Intelligent Systems, 22 (5). pp. 435-453. [Journal article]

XB, Li, Ruan, D, Liu, J and Xu, Y (2007) A linguistic lattice-value approach for fuzzy multi-objective decision making. Journal of Multiple-Valued Logic and Soft Computing, 14 (3-5). pp. 233-249. [Journal article]

Liu, J, Sii, H-S, Wang, J and Yang, J-B (2006) Belief Rule-Base Inference Methodology Using the Evidential Reasoning Approach - RIMER. IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans, 36 (2). pp. 266-285. [Journal article]

Martinez, L, Liu, J and JB, Yang (2006) A fuzzy model for design evaluation based on multiple criteria analysis in engineering systems. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, 14 (3). pp. 317-336. [Journal article]

Xu, Y, Liu, J, Ruan, D and Lee, T-T (2006) On the consistency of rule-bases based on lattice-valued first-order logic LF(X). International Journal of Intelligent Systems, 21 (4). pp. 399-424. [Journal article]

Yang, JB, Liu, J, Wang, J, Sii, H-S and Wang, H-W (2006) Belief rule-base inference methodology using the evidential reasoning approach - RIMER. IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans, 36 (2). pp. 266-285. [Journal article]

Liu, J, Yang, JB, Wang, J and Sii, HS (2005) Engineering system safety analysis and synthesis using fuzzy rule-based evidential reasoning approach. Quality and Reliability Engineering International, 21 . pp. 387-411. [Journal article]

Martinez, L, Liu, J, Yang, JB and Herrera, H (2005) A multi-granular hierarchical linguistic model for design evaluation based on safety and cost analysis. International Journal of Intelligent Systems, 20 (12). pp. 1161-1194. [Journal article]

Sii, HS, Wang, J, Eleye-Datubo, AG, Yang, JB and Liu, J (2005) Safety assessment of FPSO turret mooring system using approximate reasoning and evidential reasoning. Marine Technology, 42 (2). pp. 88-102. [Journal article]

Liu, J, Yang, JB, Wang, J, Sii, HS and Wang, YM (2004) Fuzzy rule-based evidential reasoning approach for safety analysis. International Journal of General Systems, 33 (2-3). pp. 183-204. [Journal article]

Sii, HS, Wang, J, Jenkinson, I, Yang, JB and Liu, J (2004) A design-decision support framework for evaluation of design options/proposals using a fuzzy-logic-based composite structure methodology. Journal of Engineering Design, 15 (5). pp. 493-514. [Journal article]

Liu, J, JB, Yang, Wang, J and HS, Sii (2003) Review of uncertainty reasoning approaches as guidance for maritime and offshore safety-based assessment. Journal of UK Safety and Reliability Society, 23 (1). pp. 63-80. [Journal article]

Liu, J, Ruan, D, Song, ZM and Xu, Y (2003) A Resolution-Like Strategy Based on a Lattice-Valued Logic. IEEE Transactions on Fuzzy Systems, 11 (4). pp. 560-567. [Journal article]

Ruan, D, Liu, J and Carchon, R (2003) Linguistic assessment approach for managing nuclear safeguards indicator information. International Journal of Logistics Information Management, 16 (6). pp. 401-419. [Journal article]

Xu, Y, Liu, J and Ruan, D (2003) Rule acquisition and adjustment based on set-valued statistics. Information Sciences, 157 (1-4). pp. 167-198. [Journal article]

Liu, J, Ruan, D and Carchon, R (2002) Synthesis and evaluation analysis of the indicator information in nuclear safeguards applications by computing with words. International Journal of Applied Mathematics and Computer Science, 12 (3). pp. 449-462. [Journal article]

Xu, Y, Liu, J, Ruan, D and Li, WJ (2002) Fuzzy reasoning based on generalized fuzzy If-Then rules. International Journal of Intelligent System, 17 (10). pp. 977-1006. [Journal article]

Xu, Y, Liu, J and Ruan, D (2001) (T, L, N) fuzzy logic. Mathware & Soft Computing, 8 (2). pp. 71-82. [Journal article]

Xu, Y, Liu, J, ZM, Song and KY, Qin (2001) On syntax of L-valued first-order logic Lvfl. International Journal of Multiple-Valued Logic (called Journal of Multiple-Valued Logic and Soft Computing from 2003), 7 . pp. 213-257. [Journal article]

Xu, Y, Ruan, D, EE, Kerre and Liu, J (2001) Alpha-Resolution principle based on first-order lattice-valued logic LF(X). Information Sciences, 132 (1-4). pp. 221-239. [Journal article]

Xu, Y, Liu, J, KY, Qin and ZM, Song (2000) On semantics of L-valued first-order logic Lvfl. International Journal of General System, 9 (1). pp. 53-79. [Journal article]

Xu, Y, Ruan, D, EE, Kerre and Liu, J (2000) Alpha-resolution principle based on lattice-valued propositional logic LP(X). Information Sciences, 130 (1-4). pp. 195-223. [Journal article]