Books
Book Chapters
- Sayantan Mandal and B. Jayaram, " BKS Fuzzy Inference Employing h-Implications", in: Subrahmanyam, P.V., Vijesh, V.A., Jayaram, B., Veeraraghavan, P. (Eds.), Synergies in Analysis, Discrete Mathematics, Soft Computing and Modelling. Forum for Interdisciplinary Mathematics. , Springer, Singapore, pp. 123–138, 2023.
- F. Klawonn, F. Höppner and B. Jayaram, " What are clusters in high dimensions and are they difficult to find?", in: F. Masulli, A. Petrosino, S. Rovetta (Eds.), Clustering High--Dimensional Data , Springer, Berlin Heidelberg, pp. 14 - 33, 2015.
- M. Baczyński, B. Jayaram, S. Massanet, J. Torrens, " Fuzzy Implications: Past, Present, and Future", in: J. Kacprzyk, W. Pedrycz (Eds.), Springer Handbook of Computational Intelligence , Springer, Berlin Heidelberg, pp. 183 - 202, 2015.
- M. Baczyński and B. Jayaram, " Fuzzy Implications: Some Recently Solved Problems " , M. Baczyński et al. (Eds.), Advances in Fuzzy Implication Functions, Studies in Fuzziness and Soft Computing Series, Vol. 300, pp. 177 - 204, 2013.
- B. Jayaram and F. Klawonn, " Can Fuzzy Clustering Avoid Local Minima and Undesired Partitions? " , C. Moewes et al. (Eds.), Computational Intelligence in Intelligent Data Analysis, Studies in Computational Intelligence , Vol. 445, pp. 31 - 44, 2012 .
Journal Papers
Invited Papers
- B. Jayaram, " Conditions for Inference Invariant Rule Reduction in FRBS by combining rules with identical consequents " , Acta Polytechnica Hungarica, Journal of Applied Sciences , 3 (4), pp 113 - 143, 2006.
Survey Papers
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K. Nanavati, M. Gupta and B. Jayaram, " Distance Functions from Fuzzy Logic Connectives: A State-of-the-art Survey " , Fuzzy Sets and Systems, 490, 109040, 2024.
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- M. Baczyński and B. Jayaram, "(S,N)- and R-implications : A State-of-the-art Survey " Fuzzy Sets and Systems , 159 pp. 1836 - 1859, 2008 .
Regular Papers
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M. Gupta and B. Jayaram, " Appropriateness of Distances in Nearest Neighbour Classification: A Monometric Perspective " , Pattern Analysis and Applications, 28, 7, 2025.
- I. Aguiló, V. K. Gupta, B. Jayaram, S. Massanet, J. V. Riera and N. R. Vemuri " Generating methods of some classes of fuzzy implications obtained by unary functions and algebraic structures
" , Fuzzy Sets and Systems, 484, 108948, 2024.
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K. Nanavati, M. Gupta and B. Jayaram, " Fuzzy Implications - A (Dis)similarity Perspective " , Int. Jl. of Approximate Reasoning, 168, 109145, 2024.
- Arpan Singh and B. Jayaram, " Minkowski-type Distances in Approximate Query Searches " , Comp. and Appl. Math., 43:187, 2024.
- R. Fernandez-Peralta, S. Massanet, M. Baczynski and B. Jayaram, " On valuable and troubling practices in the research on classes of fuzzy implication functions " , Fuzzy Sets and Systems, 476, 108786, 2024.
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K. Nanavati and B. Jayaram, " Order from Non-Associative Operations " , Fuzzy Sets and Systems, 466, 108429, 2023.
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K. Nanavati, M. Gupta and B. Jayaram, " Pseudo-Monometrics from Fuzzy Implications " , Fuzzy Sets and Systems, 467, 108484, 2023.
- N.R. Vemuri, B. Jayaram and R. Mesiar, " Generation of continuous t-norms through Latticial operations " , Fuzzy Sets and Systems, 462, 108398, 2023.
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V. Gupta and B. Jayaram, " Clifford’s Order from Uninorms on Bounded Lattices " , Fuzzy Sets and Systems, 462, 108384, 2023.
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V. Gupta and B. Jayaram, " On the pecking order between those of Mitsch and Clifford " , Math. Slovaca, 73(3), pp. 565-582, 2023.
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M. Gupta and B. Jayaram, " Fuzzy Compatibility Relations and Pseudo-Monometrics: Some Correspondences " , Fuzzy Sets and Systems, 451, pp. 342-360, 2022 .
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V. Gupta and B. Jayaram, " Order from Associative Operations " , Information Sciences , 566, pp. 326 - 346, 2021 .
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V. Gupta and B. Jayaram, " Importation Lattices " , Fuzzy Sets and Systems , 405, pp. 1 - 17, 2021.
- M. Baczyński, B. Jayaram and R. Mesiar, " Fuzzy implications: Alpha-migrativity and Generalised Laws of Importation " , Information Sciences , 531, pp. 87 - 96, 2020.
- M. Stepnicka, B. Jayaram and Yong Su, " A short note on the suitability of the Bandler-Kohout subproduct as an inference mechanism " , Fuzzy Sets and Systems , 338, pp. 90 - 96, 2018.
- B. Jayaram, " T-subnorms with strong associated negation: Some Properties" , Fuzzy Sets and Systems , 323, pp. 94 - 102, 2017 .
- S. Kumari and B. Jayaram, " Measuring Concentration of Distances - An Effective and Efficient Empirical Index " , IEEE Transactions on Knowledge and Data Engineering, 29(2) , pp. 373 - 386, 2017.
- S. Mandal and B. Jayaram, " Monotonicity of SISO Fuzzy Relational Inference with Implicative Rule Base " , IEEE Transactions on Fuzzy Systems , 24(6), pp. 1475 - 1487, 2016.
- N.R. Vemuri and B. Jayaram, " Lattice of Fuzzy Implications and the Exchange Principle " , Fuzzy Sets and Systems , 301, pp. 64 - 78, 2016.
- M. Stepnicka and B. Jayaram, " Interpolativity of At-least and At-most models of Monotone Fuzzy rule bases: Multiple Input case " , Fuzzy Sets and Systems , 297, pp. 26-45, 2016.
- N.R. Vemuri and B. Jayaram, " Bijective Transformations of Fuzzy Implications - An Algebraic Perspective " , Fuzzy Sets and Systems , 291, pp. 3-17, 2016 .
- N.R. Vemuri and B. Jayaram, " The
-Composition of Fuzzy Implications : Closures with respect to Properties, Powers and Families " , Fuzzy Sets and Systems , 275, pp. 58-87, 2015 .
- N.R. Vemuri and B. Jayaram, " Homomorphisms on the Monoid of Fuzzy Implications and the Iterative Functional Equation I(x,I(x,y)) = I(x,y) " , Information Sciences , 298, pp. 1 -21, 2015 .
- S. Mandal and B. Jayaram, " SISO Fuzzy Relational Inference systems based on Fuzzy Implications are Universal Approximators " ,
Fuzzy Sets and Systems ,
277, pp. 1 - 21, 2015.
- N.R. Vemuri and B. Jayaram, " Representations through a Monoid on the set of Fuzzy Implications " , Fuzzy Sets and Systems , 247, pp. 51 -67, 2014 .
- S. Mandal and B. Jayaram, " Bandler-Kohout Subproduct with Yager's classes of Fuzzy Implications " , IEEE Transactions on Fuzzy Systems , 22(3), pp. 469 - 482, 2014 .
- F. Klawonn, B. Jayaram et al. " Analysis of Contingency tables based on Generalised Median Polish with Power Transformations and Non-Additive Models" ,
Health Inf Sci Systems ,
1(11), 2013 .
- B. Jayaram, M. Baczyński and R. Mesiar, " R-implications and the exchange principle: the case of border continuous t-norms " ,
Fuzzy Sets and Systems ,
224,
pp. 93 - 105 2013 .
- B. Jayaram, " Solution to an Open Problem - A Characterization of Conditionally Cancellative T-subnorms " , Aequationes Mathematicae, 84 (3), pp. 235 - 244, 2012.
- B. Jayaram and F. Klawonn, " Can unbounded distance measures mitigate the curse of dimensionality? " , Int. Jl. of Data Mining, Modelling and Mgmt. , 4 (4), pp. 361 - 383, 2012 .
- M. Baczyński and B. Jayaram, " Intersections between some families of (U,N)- and RU-implications" , Fuzzy Sets and Systems , 167 (1), pp. 30-44, 2011 .
- M. Stepnicka and B. Jayaram, " On the Suitability of the Bandler-Kohout Subproduct as an Inference Mechanism " , IEEE Transactions on Fuzzy Systems , 18(2) pp. 285 - 298, 2010.
- M. Baczyński and B. Jayaram, " QL-implications: Some properties
and intersections " , Fuzzy Sets and Systems , 161 (2), pp. 158-188, 2010 .
- B. Jayaram, " On the continuity of residuals of triangular norms " , Nonlinear Analysis Series A: Theory, Methods & Applications , 72 pp. 1010 - 1018, 2010.
- M. Baczyński and B. Jayaram, " On the distributivity of fuzzy implications over nilpotent or strict triangular conorms " , IEEE Transactions on Fuzzy Systems , 17 pp. 590 - 603, 2009.
- B. Jayaram and R. Mesiar, " On Special Fuzzy Implications " , Fuzzy Sets and Systems , 160 (14), pp. 2063-2085, 2009 .
- M. Baczyński and B. Jayaram, " (U,N)-Implications and their characterizations " , Fuzzy Sets and Systems , 160 (14), pp. 2049-2062, 2009 .
- B. Jayaram and R. Mesiar, " I-Fuzzy Equivalences and I-Fuzzy Partitions " , Information Sciences, 179 (9), pp. 1278-1297, 2009 .
- B. Jayaram, " Rule Reduction for Efficient Inferencing in Similarity Based Reasoning " , Intl Jl. of Approx. Reasoning, 48 pp. 156 - 173 2008 .
- B. Jayaram, " On the law of Importation (a --> (b -->c)) = (a ^ b) --> c in Fuzzy Logic ", IEEE Transactions on Fuzzy Systems , 16 pp. 130 - 144 , 2008.
- B. Jayaram, " Yager's New Class of Implications J_f and some Classical Tautologies " , Information Sciences, 177 (3), pp. 930 - 946, 2007.
- M. Baczyński and B. Jayaram, " On the characterizations of (S,N)-implications " Fuzzy Sets and Systems , 158 (15), pp. 1713 - 1727, 2007 .
- M. Baczyński and B. Jayaram, " Yager's classes of fuzzy implications: some properties and intersections " Kybernetika, 43, pp. 157 - 182, 2007 .
- J. Balasubramaniam, " Contrapositive Symmetry of Fuzzy Implication Operators - Revisited " , Fuzzy Sets and Systems , 157 (17), pp. 2291 - 2418, 2006.
- J. Balasubramaniam and C.J.M.Rao, " On the Distributivity of Implication Operators over T and S norms " , IEEE Transactions on Fuzzy Systems , 12 (2), pp. 194 - 198, 2004.
Conference Papers
- Kavit Nanavati and B. Jayaram, On Pseudo-Homogeneity of Fuzzy Implications, 20th International Conference of Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2024 , Lisbon, Portugal, July 22-26, 2024.
- R. Fernandez-Peralta, Megha Gupta, Kavit Nanavati, S. Massanet and B. Jayaram, Subgroup Discovery through Sharp Transitions using Implicative Type Rules, 2023 International Conference on Fuzzy Systems, Fuzz-IEEE 2023 , Songdo Incheon, Korea, August 13-17, 2023.
- Megha Gupta, Kavit Nanavati and B. Jayaram, Monometrics on Lattice Betweenness using Fuzzy Implications, 12th International Summer School on Aggregation Operators, AGOP 2023 , Palma de Mallorca, Spain, September 4-8, 2023 . Best Paper Award Winner
- Kavit Nanavati, Megha Gupta and B. Jayaram, A Study of Monometrics from Fuzzy Logic Connectives, 12th International Summer School on Aggregation Operators, AGOP 2023 , Palma de Mallorca, Spain, September 4-8, 2023 . Best Paper Award Nominee
- R. Fernandez-Peralta, S. Massanet and B. Jayaram, A new approach to subgroup discovery based on fuzzy implication functions, 12th International Summer School on Aggregation Operators, AGOP 2023 , Palma de Mallorca, Spain, September 4-8, 2023 .
- Kavit Nanavati, Megha Gupta and B. Jayaram, Distances from Fuzzy Implications, 3rd International Conference on Computational Intelligence, ICCI 2022 , Pune, Indial, December, 2022.
- Kavit Nanavati, Megha Gupta and B. Jayaram, Monodistances from Fuzzy Implications, 19th International Conference of Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2022 , Milan, Italy, July 11-15, 2022.
- Kavit Nanavati and B. Jayaram, On the Order-Compatibility of Fuzzy Logic Connectives on the Generated Clifford Poset, 19th International Conference of Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2022 , Milan, Italy, July 11-15, 2022.
- Namasivayam Kalidasan, Megha Gupta and B. Jayaram, Making Fractional Distances work in the presence of White Noise - Motivation and Challenges, 9th ACM IKDD CODS and 27th COMAD
- Young Researcher Symposium Track, CODS-COMAD 2021 , Bangalore, India, 2021 .
- Kavit Nanavati, Megha Gupta and B. Jayaram, Metrics from Fuzzy Implications and their Application, 9th International Conference on Pattern Recognition and Machine Intelligence PReMI 2021 , Kolkata, India, 2021 .
- A. Dvorak, M. Stepnicka and B. Jayaram, Similarity-based reasoning from the perspective of extensionality, Joint 19th World Congress of the International Fuzzy Systems Association and 12th Conference of the European Society for Fuzzy Logic and Technology, IFSA-EUSFLAT 2021 , Bratislava, Slovakia, 2021 .
- Megha Gupta and B. Jayaram, Fuzzy Relations and Monometrics: Some Correspondences, 11th International Summer School on Aggregation Operators, AGOP 2021 , Bratislava, Slovakia, 2021 .
- V. Gupta and B. Jayaram, Orders from Uninorms on Bounded Lattices: Some Perspectives , 11th International Summer School on Aggregation Operators, AGOP 2021 , Bratislava, Slovakia, 2021 .
- Kavit Nanavati and B. Jayaram, Orders based on Non-Associative Operations, 11th International Summer School on Aggregation Operators, AGOP 2021 , Bratislava, Slovakia, 2021 .
- S. Mandal and B. Jayaram, Interpolativity and Continuity of Similarity-Based Reasoning Fuzzy Inference, 11th International Summer School on Aggregation Operators, AGOP 2021 , Bratislava, Slovakia, 2021 .
- Arpan Singh and B. Jayaram, " Performance of Minkowski-type Distances in Similarity Search - A Geometrical Approach" , 5th IEEE International Conference on Computing, Communication and Automation, ICCCA 2020, October 30-31, 2020.
- Avneet Kaur, Harsh Raj and B. Jayaram, "On the Unsurprising Behaviour of Kernels in High Dimensions" , 5th IEEE International Conference on Computing, Communication and Automation, ICCCA 2020, October 30-31, 2020.
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V. Gupta and B. Jayaram, Importation Algebras, 10th Intl. Summer School on Aggregation Operators, AGOP 2019 , Olomouc, Czech Republic, July 1 - 4, 2019.
- B. Jayaram, M. Baczyński and R. Mesiar, On alpha-migrativity of Fuzzy Implications and the Generalised Laws of Importation, 2018 Joint 10th International Conference on Soft Computing and Intelligent Systems and 19th International Symposium
on Advanced Intelligent Systems, SCIS-ISIS 2018, Japan, December 5-8 , 2018 .
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B. Jayaram, Ordering based on Fuzzy Implications - Revisited, Intl. Symposium on Aggregation over Structures, ISAS 2016 , Luxembourg, July 5-8, 2016.
- N.R. Vemuri and B. Jayaram , "Preservation of the Exchange Principle under Lattice Operations on Fuzzy Implications" , 8th Intl. Summer School on Aggregation Operators, AGOP 2015 , Katowice, Poland, July 7 - 10, 2015.
- S. Mandal and B. Jayaram , "Suitability of FRIs based on Generalised Operators" , 12th Intl. Conf. on Fuzzy Set Theory and Applications, FSTA 2014 , Liptovsky Jan, Slovak Republic, January 26 - 31, 2014.
- N.R. Vemuri and B. Jayaram , "Conjugacy Relations via Group Action on the set of Fuzzy Implications" , 12th Intl. Conf. on Fuzzy Set Theory and Applications, FSTA 2014 , Liptovsky Jan, Slovak Republic, January 26 - 31, 2014.
- S. Mandal and B. Jayaram , "Similarity Based Reasoning Fuzzy
Systems and Universal Approximation
" , International Conference on Mathematics and Computing, ICMC 2013 , Haldia, India, December 26 - 29, 2013.
- S. Mandal and B. Jayaram , "Monotonicity of SISO Fuzzy Relational Inference Mechanisms with Yager's class of Fuzzy Implications" , 5th International Conference on Pattern Recognition and Machine Intelligence, PReMI 2013 , Kolkata, India, December 10 -14, 2013.
- N.R. Vemuri and B. Jayaram, "Homomorphisms on the monoid of Fuzzy Implications : A complete characterisation" , 5th International Conference on Pattern Recognition and Machine Intelligence, PReMI 2013 , Kolkata, India, December 10 -14, 2013.
- M. Krone, F. Klawonn and B. Jayaram, "RaCoCl: Robust Rank Correlation based Clustering - An Exploratory study for High-Dimensional Data" , 2013 International Conference on Fuzzy Systems, Fuzz-IEEE 2013 , Hyderabad, India, July 7-10, 2013.
- N.R. Vemuri and B. Jayaram, "Homomorphisms on the set of Fuzzy Implications" , 2013 International Conference on Fuzzy Systems, Fuzz-IEEE 2013 , Hyderabad, India, July 7-10, 2013.
- S. Mandal and B. Jayaram, "Approximation Capability of SISO Fuzzy Relational Inference systems based on Fuzzy Implications" , 2013 International Conference on Fuzzy Systems, Fuzz-IEEE 2013 , Hyderabad, India, July 7-10, 2013.
- B. Jayaram and F. Klawonn,
" Generalised Median Polish Based on Additive Generators" , Soft Methods in Probability and Statistics, SMPS 2012 , Konstanz, Germany, October 4 - 6, 2012.
- M.Stepnicka and B. Jayaram,
" Interpolativity of 'At Least - At Most' models of monotone fuzzy rule bases: Multiple input case" , 10th International FLINS Conference, FLINS 2012 , Istanbul, Turkey, August 26-29,2012.
- N. R. Vemuri and B. Jayaram, " Fuzzy Implications: Novel Generation Process and the Consequent Algebras" , 13th International Conference of Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2012 , Catania, Italy, July 9-13, 2012.
- S. Mandal and B. Jayaram, " Bandler-Kohout Subproduct with Yager's classes of fuzzy implications" , 13th International Conference of Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2012 , Catania, Italy, July 9-13, 2012.
- B. Jayaram, M. Baczyński and R. Mesiar, " R-implications and the Exchange Principle: A Complete Characterization" , 7th Conference of the European Society for Fuzzy Logic and Technology, EUSFLAT 2011, Aix-les-Bains, France, July 18-22, 2011.
- B. Jayaram, Kakarla V.V.D.L. Narayana, and V. Vetrivel, " Fuzzy Inference System based Contrast Enhancement" , 7th Conference of the European Society for Fuzzy Logic and Technology, EUSFLAT 2011, Aix-les-Bains, France, July 18-22, 2011.
- B. Jayaram, " T-subnorms with strong associated negation : Some Properties " , 6th International Summer School on Aggregation Operators AGOP 2011, Benevento, Italy, July 11-15, 2011.
- S. Mandal and B. Jayaram " Approximation Capability of SISO SBR Fuzzy Systems based on Fuzzy Implications ", 6th International Summer School on Aggregation Operators AGOP 2011, Benevento, Italy, July 11-15, 2011.
- B. Jayaram, " On an Open Problem of U. Hohle - A Characterization of Conditionally Cancellative T-subnorms" , 12th International Conference of Information Processing and Management of Uncertainty in Knowledge-Based Systems, Dortmund, Germany, June 28 - July 2, 2010.
- M.Stepnicka and B. Jayaram,
" On Computational Aspects of the BK-Subproduct Inference
Mechanism" , 18th IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2009 , Jeju Island, Korea, August 20-24, 2009.
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M. Baczyński and B. Jayaram,
" On the intersections between (U,N)- and RU-implications , 5th International Summer School on Aggregation Operators AGOP 2009, Palma de Mallorca, Spain, July 6-10, 2009.
- M.Stepnicka and B. Jayaram,
" The Bandler-Kohout Subproduct as a Suitable Inference Mechanism" , 6th Conference of the European Society for Fuzzy Logic and Technology, IFSA-EUSFLAT 2009, Lisbon, Portugal, July 20-24, 2009.
- B. Jayaram and M.Baczyński,
" On Continuous R-implications" , 6th Conference of the European Society for Fuzzy Logic and Technology, IFSA-EUSFLAT 2009, Lisbon, Portugal, July 20-24, 2009.
- M. Baczyński and B. Jayaram,
"On the distributivity of fuzzy implications over representable uninorms" , 11th International Conference of Information Processing and Management of Uncertainty in Knowledge-Based Systems, Malaga, Spain, June 22 - 27, 2008.
- B. Jayaram and M. Baczyński, "Some new results on T-norms, their natural negations and their residuum" , 9th Intl. COnf. on Fuzzy Set Theory and Applications, FSTA 2008, Liptovsky Jan, Slovak Republic, February 4 - 8, 2008.
- B. Jayaram and M. Baczyński, "Algebra of (S,N)-Implications" , 9th Intl. COnf. on Fuzzy Set Theory and Applications, FSTA 2008, Liptovsky Jan, Slovak Republic, February 4 - 8 , 2008.
- B. Jayaram and M. Baczyński,
" On the intersections of QL-implications with (S,N)- and R-implications " , 5th Conference of the European Society for Fuzzy Logic and Technology, EUSFLAT 2007, Ostrava, Czech Republic, September 11-14, 2007.
- B. Jayaram and M. Baczyński,
" (U,N)-Implications and their characterisations ",
5th Conference of the European Society for Fuzzy Logic and Technology, EUSFLAT 2007, Ostrava, Czech Republic, September 11-14, 2007.
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M. Baczyński and B. Jayaram,
" On the Distributivity of Fuzzy Implications over Continuous Archimedean Triangular Norms and Conorms ",
4th International Summer School on Aggregation Operators, AGOP 2007, Ghent, Belgium, July 9-14, 2007.
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M. Baczyński and B. Jayaram, "On the characterizations of (S,N)-implications generated from continuous negations" , 11th International Conference of Information Processing and Management of Uncertainty in Knowledge-Based Systems, Paris, France, July 2 - 7, 2006.
- M. Baczyński and B. Jayaram, "On Some Properties of Yager's Implication" , 8th Intl. COnf. on Fuzzy Set Theory and Applications, FSTA 2006,Liptovsky Jan, Slovak Republic, January 30 - February 3, 2006.
- P. Balaji, C.J.M. Rao and J.Balasubramaniam, "On The Suitability of Yager's Implication for Fuzzy Systems" , International Conference on Applied Artificial Intelligence, ICAAI'03, Pune India, December 15 - 16, 2003.
- J. Balasubramaniam and C.J.M.Rao, "R-implication operators and rule reduction in Mamdani-type fuzzy systems" , Proceedings of the 6th Joint Conference on Information Sciences, Fuzzy Theory &Technology, Durham, USA, March 8-12, 2002.
- J. Balasubramaniam and C.J.M.Rao, "A Lossless Rule Reduction Technique for a Class of Fuzzy System" in Recent Advances in Simulation, Computational Methods and Soft Computing, Proc. of 2002 WSEAS Intl Conf. on Fuzzy Sets and Fuzzy Systems (3RD WSEAS CONFERENCE), Interlaken, Switzerland, February 12 - 14, 2002, Ed. Nikos. E. Mastorakis, WSEAS press, 228 - 233, 2002 .