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Deakin Research

Research Output for Gleb Beliakov

Note: The 2012, 2013, 2014 publications have not been audited.

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Publications

2014 School of Information Technology

Beliakov, Gleb and Liu, Shaowu (2014) Parallel monotone spline interpolation and approximation on GPUs, in Couturier, Raphael (eds), Designing scientific applications on GPUs, pp. 295-310, CRC Press, Boca Raton, Flo. [B2]
DRO entry for this publication

Bustince, H.*, Barrenechea, E.*, Calvo, T.*, James, S. and Beliakov, G. (2014) Consensus in multi-expert decision making problems using penalty functions defined over a cartesian product of lattices, Information fusion, vol. 17, pp. 56-64, Elsevier, Amsterdam, Netherlands [C1]
ERA journal ID: 20983 – Scopus EID: 2-s2.0-82355160615
Citation counts: Scopus - 2, Thomson - 6
DRO entry for this publication

Gomez, D.*, Rojas, K.*, Montero, J.*, Rodriguez, J.T.* and Beliakov, G. (2014) Consistency and stability in aggregation operators : an application to missing data problems, International journal of computational intelligence systems, vol. 7, no. 3, pp. 595-604, Atlantis Press, Paris, France [C1]
ERA journal ID: Not matching ERA journal list
DRO entry for this publication

2013 School of Information Technology

Baczynski, Michal*, Beliakov, Gleb, BustinceSola, Humberto* and Pradera, Ana* (2013) Advances in fuzzy implication functions, in Baczynski, Michal; Beliakov, Gleb; BustinceSola, Humberto and Pradera, Ana (eds), Springer, Heidelberg, Germany [A7]
DRO entry for this publication

Bedregal, Benjamin*, Beliakov, Gleb, Bustince, Humberto*, Fernandez, Javier*, Pradera, Ana* and Reiser, Renata* (2013) (S,N)-implications on bounded lattices, in Baczynski, Michal; Beliakov, Gleb; BustinceSola, Humberto and Pradera, Ana (eds), Advances in fuzzy implication functions, pp. 101-124, Springer, Heidelberg, Germany [B1]
DRO entry for this publication

Beliakov, Gleb and Kelarev, Andrei (2013) Global non-smooth optimization in robust multivariate regression, Optimization methods and software, vol. 28, no. 1, pp. 124-138, Taylor & Francis, Essex, England [C1]
ERA journal ID: 30913 – Scopus EID: 2-s2.0-84867469138
Citation counts: Thomson - 2
DRO entry for this publication

Beliakov, Gleb and James, Simon (2013) On extending generalized Bonferroni means to Atanassov orthopairs in decision making contexts, Fuzzy sets and systems, vol. 211, pp. 84-98, Elsevier, Amsterdam, The Netherlands [C1]
ERA journal ID: 159 – Scopus EID: 2-s2.0-79251596994
Citation counts: Scopus - 72, Thomson - 1
DRO entry for this publication

Beliakov, G., Creighton, D., Johnstone, M. and Wilkin, T. (2013) Efficient implementation of Bailey and Borwein pseudo-random number generator based on normal numbers, Computer physics communications, vol. 184, no. 8, pp. 1999-2004, Elsevier, Amsterdam, The Netherlands [C1]
ERA journal ID: 962 – Scopus EID: 2-s2.0-84877691156
DRO entry for this publication

Beliakov, Gleb and James, Simon (2013) Stability of weighted penalty-based aggregation functions, Fuzzy sets and systems, vol. 226, pp. 1-18, Elsevier, Amsterdam, The Netherlands [C1]
ERA journal ID: 159 – Scopus EID: 2-s2.0-84873581199
Citation counts: Scopus - 1
DRO entry for this publication

Bustince, H.*, Jurio, A.*, Pradera, A.*, Mesiar, R.* and Beliakov, G. (2013) Generalization of the weighted voting method using penalty functions constructed via faithful restricted dissimilarity functions, European journal of operational research, vol. 225, no. 3, pp. 472-478, Elsevier, Amsterdam, The Netherlands [C1]
ERA journal ID: 148 – Scopus EID: Not tagged
Citation counts: Thomson - 2
DRO entry for this publication

Pal, N.R.*, Bustince, H.*, Pagola, M.*, Mukherjee, U.K.*, Goswami, D.P.* and Beliakov, G. (2013) Uncertainties with Atanassov’s intuitionistic fuzzy sets : fuzziness and lack of knowledge, Information sciences, vol. 228, pp. 61-74, Elsevier, New York, N.Y. [C1]
ERA journal ID: 17908 – Scopus EID: Not tagged
Citation counts: Thomson - 6
DRO entry for this publication

Beliakov, Gleb, James, Simon and Nimmo, Dale (2013) Learning aggregation weights from 3-tuple comparison sets, in Unknown (ed.), IFSA/NAFIPS 2013 : Proceedings of the 9th Joint IFSA World Congress and NAFIPS Annual Meeting, pp. 1388-1393, IEEE, Piscataway, N.J. [E1]
DRO entry for this publication

Beliakov, Gleb, James, Simon and Calvo, Tomasa* (2013) Aggregating fuzzy implications to measure group consensus, in Unknown (ed.), IFSA/NAFIPS 2013 : Proceedings of the 9th Joint IFSA World Congress and NAFIPS Annual Meeting, pp. 1016-1021, IEEE, Piscataway, N.J. [E1]
DRO entry for this publication

Beliakov, Gleb, Bustince, Humberto*, Fernandez, Javier*, Mesiar, Radko* and Pradera, Ana* (2013) On the use of restricted dissimilarity and dissimilarity-like functions for defining penalty functions, in Pasi, Gabriella; Montero, Javier and Ciucci, Davide (eds), EUSFLAT 2013 : Proceedings of the 8th Conference of the European Society for Fuzzy Logic and Technology 2013, pp. 1-6, Atlantis Press, Amsterdam, The Netherlands [E1]
DRO entry for this publication

Beliakov, Gleb, James, Simon and Radko, Mesiar* (2013) A generalization of the Bonferroni mean based on partitions, in Unknown (ed.), FUZZ-IEEE 2013 : Proceedings of the IEEE International Conference on Fuzzy Systems, IEEE Computational Intelligence Society, Piscataway, N.J. [E1]
DRO entry for this publication

2012 School of Information Technology

Bedregal, Benjamin*, Beliakov, Gleb, Bustince, Humberto*, Fernandez, Javier*, Pradera, Ana* and Reiser, Renata Hax Sander* (2012) Negations generated by bounded lattices t-norms, in Greco, Salvatore; Bouchon-Meunier, Bernadette; Coletti, Giulianella; Fedrizzi, Mario; Matarazzo, Benedetto and Yager, Ronald R. (eds), Advances in computational intelligence, pp. 326-335, Springer Berlin Heidelberg, Berlin, Germany [B1]
DRO entry for this publication

Beliakov, Gleb and James, Simon (2012) Using linear programming for weights identification of generalized bonferroni means in R, in Torra, Vicenc; Narukawa, Yasuo; Lopez, Beatriz and Villaret, Mateu (eds), Modeling decisions for artificial intelligence : 9th international conference, MDAI 2012, Girona, Catalonia, Spain, November 2012 : proceedings, pp. 35-44, Springer, Berlin, Germany [B1]
DRO entry for this publication

Bedregal, Benjamín*, Beliakov, Gleb, Bustince, Humberto*, Calvo, Tomasa*, Mesiar, Radko* and Paternain, Daniel* (2012) A class of fuzzy multisets with a fixed number of memberships, Information sciences, vol. 189, pp. 1-17, Elsevier, Philadelphia, Pa. [C1]
ERA journal ID: 17908 – Scopus EID: 2-s2.0-84855873168
Citation counts: Scopus - 8
DRO entry for this publication

Beliakov, Gleb, Kelarev, Andrei and Yearwood, John* (2012) Derivative-free optimization and neural networks for robust regression, Optimization, vol. 61, no. 12, pp. 1467-1490, Taylor & Francis, Abingdon, England [C1]
ERA journal ID: 346 – Scopus EID: 2-s2.0-84868710324
Citation counts: Scopus - 1, Thomson - 1
DRO entry for this publication

Beliakov, G., Johnstone, M. and Nahavandi, S. (2012) Computing of high breakdown regression estimators without sorting on graphics processing units, Computing, vol. 94, no. 5, pp. 433-447, Springer-Verlag, Wien, Austria [C1]
ERA journal ID: 17816 – Scopus EID: 2-s2.0-84861696059
Citation counts: Scopus - 2, Thomson - 2
DRO entry for this publication

Beliakov, Gleb, Bustince, Humberto*, James, Simon, Calvo, Tomasa* and Fernandez, Javier* (2012) Aggregation for Atanassov's intuitionistic and interval valued fuzzy sets: the median operator, IEEE transactions on fuzzy systems, vol. 20, no. 3, pp. 487-498, IEEE, Piscataway, N.J. [C1]
ERA journal ID: 17872 – Scopus EID: 2-s2.0-84867583764
Citation counts: Scopus - 12, Thomson - 11
DRO entry for this publication

Beliakov, Gleb and Li, Gang (2012) Improving the speed and stability of the k-nearest neighbors method, Pattern recognition letters, vol. 33, no. 10, pp. 1296-1301, Elsevier BV, Amsterdam, Netherlands [C1]
ERA journal ID: 18106 – Scopus EID: 2-s2.0-84860223796
Citation counts: Scopus - 6, Thomson - 5
DRO entry for this publication

Beliakov, Gleb, Johnstone, Michael, Creighton, Doug and Wilkin, Tim (2012) An efficient implementation of Bailey and Borwein's algorithm for parallel random number generation on graphics processing units, Computing, pp. 1-18, Springer, Wein, Austria [C1]
ERA journal ID: 17816 – Scopus EID: Not tagged
Citation counts: Thomson - 1
DRO entry for this publication

Beliakov, Gleb, Bustince, Humbeto* and Paternain, Daniel* (2012) Image reduction using means on discrete product lattices, IEEE transactions on image processing, vol. 21, no. 3, pp. 1070-1083, IEEE, Piscataway, N. J. [C1]
ERA journal ID: 17873 – Scopus EID: Not tagged
Citation counts: Thomson - 9
DRO entry for this publication

Beliakov, Gleb, Yearwood, John* and Kelarev, Andrei (2012) Application of rank correlation, clustering and classification in information security, Journal of networks, vol. 7, no. 6, pp. 935-945, Academy Publisher, Oulu, Finland [C1]
ERA journal ID: 40962 – Scopus EID: Not tagged
DRO entry for this publication

Moloney, D.*, Sukhorukova, N.*, Vamplew, P.*, Ugon, J.*, Li, G., Beliakov, G., Philippe, C.*, Amiel, H.* and Ugon, A.* (2012) Detecting K-complexes for sleep stage identification using nonsmooth optimisation, ANZIAM Journal, vol. 52, no. 4, pp. 319-332, Cambridge University Press, Cambridge, England [C1]
ERA journal ID: 43 – Scopus EID: 2-s2.0-84859317592
DRO entry for this publication

Pradera, Ana*, Beliakov, Gleb and Bustince, Humberto* (2012) Aggregation functions and contradictory information, Fuzzy sets and systems, vol. 191, pp. 41-61, Elsevier BV, Amsterdam, Netherlands [C1]
ERA journal ID: 159 – Scopus EID: 2-s2.0-84855543361
Citation counts: Scopus - 2
DRO entry for this publication

Vu, Huy Quan, Li, Gang, Sukhorukova, Nadezda S.*, Beliakov, Gleb, Liu, Shaowu, Philippe, Carole*, Amiel, Helene* and Ugon, Adrien* (2012) K-Complex Detection Using a Hybrid-Synergic Machine Learning Method, IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews, vol. 42, no. 6, pp. 1478-1490, Institute of Electrical and Electronics Engineers, Piscataway, NJ [C1]
ERA journal ID: 17886 – Scopus EID: 2-s2.0-84860547202
DRO entry for this publication

Abawajy, Jemal, Beliakov, Gleb, Kelarev, Andrei and Yearwood, John* (2012) Performance evaluation of multi-tier ensemble classifiers for phishing websites, in Warren, Matthew (eds), ATIS 2012 : Proceedings of the 3rd Applications and Technologies in Information Security Workshop, pp. 11-16, School of Information Systems, Deakin University, Melbourne, Vic. [E1]
DRO entry for this publication

Beliakov, Gleb and James, Simon (2012) Defining Bonferroni means over lattices, in Unknown (ed.), FUZZ-IEEE 2012 : Proceedings of the IEEE 2012 International Conference on Fuzzy Systems, pp. 67-74, IEEE Computer Society, Los Alamitos, Calif. [E1]
DRO entry for this publication

Bustince, H.*, Fernandez, J.*, Sanz, J. A.*, Paternain, D.*, Baczyski, M.*, Beliakov, G. and Mesiar, R.* (2012) Construction of strong equality index from implication operators, in Unknown (ed.), FLINS 2012 : Proceedings of the 10th International Conference on Uncertainty Modeling in Knowledge Engineering and Decision Making, pp. 769-774, World Scientific Publishing Company, Singapore, Singapore [E1]
DRO entry for this publication

Paternain, Daniel*, Jurio, Aranzazu* and Beliakov, Gleb (2012) Color image reduction by minimizing penalty functions, in Unknown (ed.), WCCI 2012 : Proceedings of the IEEE World Congress on Computational Intelligence, pp. 205-211, IEEE, Piscataway, N.J. [E1]
DRO entry for this publication

Vu, Huy Quan, Li, Gang and Beliakov, Gleb (2012) A fuzzy decision support method for customer preferences analysis based on Choquet integral, in unknown (ed.), FUZZ-IEEE 2012 : Proceedings of the IEEE 2012 International Conference on Fuzzy Systems, pp. 75-82, IEEE Computer Society, Los Alamitos, Calif. [E1]
DRO entry for this publication

2011 School of Information Technology

Yager, Ronald R.*, Kacprzyk, Janusz* and Beliakov, Gleb (2011) Recent developments in the ordered weighted averaging operators : theory and practice, in Yager, Ronald R.; Kacprzyk, Janusz and Beliakov, Gleb (eds), Springer - Verlag, Berlin , Germany [A7]
DRO entry for this publication

Bedregal, B.*, Beliakov, G., Bustince, H.*, Calvo, T.*, Fernandez, J.* and Mesiar, R.* (2011) A characterization theorem for t-representable n-dimensional triangular norms, in Melo-Pinto, Pedro; Serodio, Carlos; Couto, Pedro; Fodor, Janos and De Baets, Bernard (eds), Eurofuse 2011 : workshop on fuzzy methods for knowlege-based systems, pp. 103-112, Springer - Verlag, Berlin, Germany [B1]
DRO entry for this publication

Beliakov, Gleb, Calvo, Tomasa* and James, Simon (2011) Aggregation of preferences in recommender systems, in Ricci, Francesco; Rokach, Lior; Shapira, Bracha and Kantor, Paul B. (eds), Recommender systems handbook, pp. 705-734, Springer, New York [B1]
DRO entry for this publication

Beliakov, Gleb, Calvo, Tomasa* and James, Simon (2011) On penalty-based aggregation functions and consensus, in Herrera-Viedma, Enrique; Garcia-Lapresta, José Luis; Kacprzyk, Janusz; Fedrizzi, Mario; Nurmi, Hannu and Zadrozny, Slawomir (eds), Consensual processes, pp. 23-40, Springer-Verlag, Berlin, Germany [B1]
DRO entry for this publication

Beliakov, Gleb and James, Simon (2011) Induced ordered weighted averaging operators, in Yager, Ronald R.; Kacprzyk, Janusz and Beliakov, Gleb (eds), Recent developments in the ordered weighted averaging operators : theory and practice, pp. 29-47, Springer-Verlag, Berlin, Germany [B1]
DRO entry for this publication

Jurio, Aranzazu*, Pagola, Miguel*, Bustince, Humberto* and Beliakov, Gleb (2011) Color image magnification with interval-valued fuzzy sets, in Melo-Pinto, Pedro; Couto, Pedro; Serodio, Carlos; Fodor, Janos and De Baets, Bernard (eds), Eurofuse 2011 : workshop on fuzzy methods for knowledge-based systems, pp. 313-324, Springer-Verlag, Berlin, Germany [B1]
DRO entry for this publication

Paternain, D.*, Lopez-Molina, C.*, Bustince, H.*, Mesiar, R.* and Beliakov, G. (2011) Image reduction using fuzzy quantifiers, in Melo-Pinto, Pedro; Couto, Pedro; Serodio, Carlos; Fodor, Janos and De Baets, Bernard (eds), Eurofuse 2011 : workshop on fuzzy methods for knowledge-based systems, pp. 351-362, Springer-Verlag, Berlin, Germany [B1]
DRO entry for this publication

Yager, Ronald R.*, Kacprzyk, Janusz* and Beliakov, Gleb (2011) Preface : In Recent developments in the ordered weighted averaging operators : theory and practice, in Yager, Ronald R.; Kacprzyk, Janusz and Beliakov, Gleb (eds), Recent developments in the ordered weighted averaging operators : theory and practice, pp. vii-xii, Springer-Verlag, Berlin, Germany [BN]
DRO entry for this publication

Beliakov, Gleb (2011) Fast computation of trimmed means, in Jan, de, Leeuw and Achim, Zeileis (eds), Journal of statistical software, vol. 39, no. 2, pp. 1-6, American Statistical Association, Alexandria, Va. [C1]
ERA journal ID: 821 – Scopus EID: Not tagged
DRO entry for this publication

Beliakov, G., Bustince, H.*, Goswami, D.P.*, Mukherjee, U.K.* and Pal, N.R.* (2011) On averaging operators for Atanassov's intuitionistic fuzzy sets, Information Sciences, vol. 181, no. 6, pp. 1116-1124, Elsevier, Philadelphia, PA [C1]
ERA journal ID: 17908 – Scopus EID: 2-s2.0-79251596994
Citation counts: Scopus - 72, Thomson - 56
DRO entry for this publication

Beliakov, G., James, S. and Li, G. (2011) Learning choquet-integral-based metrics for semisupervised clustering, IEEE Transactions on Fuzzy Systems, vol. 19, no. 3, pp. 562-574, IEEE, Piscataway, NJ [C1]
ERA journal ID: 17872 – Scopus EID: 2-s2.0-79957974782
Citation counts: Scopus - 13, Thomson - 11
DRO entry for this publication

Beliakov, Gleb and James, Simon (2011) Citation-based journal ranks : The use of fuzzy measures, Fuzzy Sets and Systems, vol. 167, no. 1, pp. 101-119, Elsevier BV, Netherlands [C1]
ERA journal ID: 159 – Scopus EID: Not tagged
Citation counts: Thomson - 14
DRO entry for this publication

Beliakov, Gleb, Bustince, Humberto* and Fernandez, Javier* (2011) The median and its extensions, Fuzzy sets and systems, vol. 175, no. 1, pp. 36-47, Elsevier BV, Amsterdam, Netherlands [C1]
ERA journal ID: 159 – Scopus EID: 2-s2.0-79956281135
Citation counts: Scopus - 4, Thomson - 3
DRO entry for this publication

Galar, Mikel*, Fernandez, Javier*, Beliakov, Gleb and Bustince, Humberto* (2011) Interval-valued fuzzy sets applied to stereo matching of color images, IEEE Transactions on Image Processing, vol. 20, no. 7, pp. 1949-1961, IEEE, United States [C1]
ERA journal ID: 17873 – Scopus EID: 2-s2.0-79959578748
Citation counts: Scopus - 22, Thomson - 20
DRO entry for this publication

Jurio, Aranzazu*, Pagola, Miguel*, Mesiar, Radko*, Beliakov, Gleb and Bustince, Humberto* (2011) Image magnification using interval information, IEEE transactions on image processing, vol. 20, no. 11, pp. 3112-3123, IEEE, Piscataway, N. J. [C1]
ERA journal ID: 17873 – Scopus EID: 2-s2.0-80054802144
Citation counts: Scopus - 15, Thomson - 10
DRO entry for this publication

Beliakov, Gleb, Yearwood, John* and Kelarev, Andrei (2011) An application of novel clustering technique for information security, in Warren, Matthew (eds), ATIS 2011 : Workshop proceedingof ATIS 2011. Melbourne, November 9th, 2011. Second Applications and Techniques in Information Security Workshop, pp. 6-11, School of Information Systems, Deakin University, Melbourne [E1]
DRO entry for this publication

Beliakov, Gleb, Yu, Shui and Paternain, Daniel* (2011) Non-monotone averaging aggregation, in Unknown (ed.), FUZZ 2011 : IEEE International Conference on Fuzzy Systems, pp. 2905-2908, IEEE, Taipei, Taiwan [E1]
Citation counts: Scopus - 1
DRO entry for this publication

Bustince, H.*, Fernandez, J.*, Mesiar, R.*, Pradera, A.* and Beliakov, G. (2011) Restricted dissimilarity functions and penalty functions, in Galichet, Sylvie; Montero, Javier and Mauris, Gilles (eds), EUSFLAT-2011 : Proceedings of the 7th conference of the European Society for Fuzzy Logic and Technology, pp. 79-85, Atlantis Press, Amsterdam, Netherlands [E1]
DRO entry for this publication

Bustince, H.*, Fernandez, J.*, Mesiar, R.*, Beliakov, G. and Calvo, T.* (2011) Penalty functions over a cartesian product of lattices, in De Baets, Bernard; Mesiar, Radko and Troiano, Luigi (eds), AGOP 2011 : Proceedings of 6th International Summer School on Aggregation Operators, pp. 59-64, University of Sannio, Benevento, Italy [E1]
DRO entry for this publication

Galar, Mikel*, Barrenechea, Edurne*, Fernandez, Javier*, Bustince, Humberto* and Beliakov, Gleb (2011) Representing images by means of interval-valued fuzzy sets. Application to stereo matching, in Unknown (ed.), T2FUZZ 2011 : IEEE Symposium on Advances in Type-2 Fuzzy Logic Systems, pp. 134-141, IEEE, Paris, France [E1]
DRO entry for this publication

Jurio, A.*, Paternain, D.*, Lopez-Molina, C.*, Bustince, H.*, Mesiar, R.* and Beliakov, G. (2011) A construction method of interval-valued fuzzy sets for image processing, in Unknown (ed.), T2FUZZ 2011 : IEEE Symposium on Advances in Type-2 Fuzzy Logic Systems, pp. 16-22, IEEE, Paris, France [E1]
DRO entry for this publication

Paternain, D.*, Pagola, M.*, Fernandez, J.*, Mesiar, R.*, Beliakov, G. and Bustince, H.* (2011) Brain MRI thresholding using incomparability and overlap functions, in Unknown (ed.), ISDA 2011 : Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, pp. 808-812, IEEE, Cordoba, Spain [E1]
DRO entry for this publication

Paternain, D.*, Jurio, A.*, Pagola, M.*, Bustince, H.* and Beliakov, G. (2011) One image reduction algorithm for RGB color images, in Galichet, Sylvie; Montero, Javier and Mauris, Gilles (eds), EUSFLAT-2011 : Proceedings of the 7th conference of the European Society for Fuzzy Logic and Technology, pp. 366-371, Atlantis Press, Amsterdam, Netherlands [E1]
DRO entry for this publication

Pradera, A.*, Beliakov, G., Bustince, H.* and Fernandez, J.* (2011) On (TS,N)-fuzzy implications, in De Baets, Bernard; Mesiar, Radko and Troiano, Luigi (eds), AGOP 2011 : Proceedings of 6th International Summer School on Aggregation Operators, pp. 93-98, University of Sannio, Benevento, Italy [E1]
DRO entry for this publication

Thapngam, Theerasak, Yu, Shui, Zhou, Wanlei and Beliakov, Gleb (2011) Discriminating DDoS attack traffic from flash crowd through packet arrival patterns, in Unknown (ed.), INFOCOM WKSHPS 2011 : IEEE Conference on Computer Communications Workshops, pp. 952-957, IEEE, Shanghai, China [E1]
Citation counts: Scopus - 2
DRO entry for this publication

2010 School of Information Technology

Beliakov, Gleb (2010) Optimization and aggregation functions, in Lodwick, Weldon A. and Kacprzyk, Janusz (eds), Fuzzy optimization : recent advances and applications, pp. 77-108, Springer-Verlag Berlin, Berlin, Germany [B1]
DRO entry for this publication

Juan, A.*, Ferrer, A.*, Serrat, C.*, Faulin, J.*, Beliakov, Gleb and Hester, J.* (2010) Potential applications of discrete-event simulation and fuzzy rule-based systems to structural reliability and availability, in Faulin, Javier; Juan, Angel A.; Martorell, Sebastian and Ramirez-Marquez, Jose-Emmanuel (eds), Simulation methods for reliability and availability of complex systems, pp. 199-214, Springer-Verlag, London, England [B1]
DRO entry for this publication

Paternain, D.*, Bustince, H.*, Fernandez, J.*, Beliakov, Gleb and Mesiar, R.* (2010) Some averaging functions in image reduction, in Garcia-Pedraja, Nicolas; Herera, Francisco; Fyfe, Colin; Benitez, Jose Manuel and Ali, Moonis (eds), Trends in applied intelligent systems, pp. 399-408, Springer, Berlin, Germany [B1]
DRO entry for this publication

Beliakov, Gleb, James, Simon, Mordelova, Juliana*, Ruckschlossová, Tatiana* and Yager, Ronald R.* (2010) Generalized Bonferroni mean operators in multi-criteria aggregation, Fuzzy sets and systems, vol. 161, no. 17, pp. 2227-2242, Elsevier BV, Amsterdam, The Netherlands [C1]
ERA journal ID: 159 – Scopus EID: 2-s2.0-77955271541
Citation counts: Scopus - 33, Thomson - 21
DRO entry for this publication

Beliakov, Gleb and Ferrer, Albert* (2010) Bounded lower subdifferentiability optimization techniques : applications, Journal of global optimization, vol. 47, no. 2, pp. 211-231, Springer, New York, N.Y. [C1]
ERA journal ID: 246 – Scopus EID: 2-s2.0-77954757424
Citation counts: Scopus - 1
DRO entry for this publication

Beliakov, Gleb, Calvo, Tomasa* and James, Simon (2010) On Lipschitz properties of generated aggregation functions, Fuzzy sets and systems, vol. 161, no. 10, pp. 1437-1447, Elsevier, Amsterdam, Netherlands [C1]
ERA journal ID: 159 – Scopus EID: 2-s2.0-77949486401
Citation counts: Scopus - 1, Thomson - 4
DRO entry for this publication

Calvo, Tomasa* and Beliakov, Gleb (2010) Aggregation functions based on penalties, Fuzzy sets and systems, vol. 161, no. 10, pp. 1420-1436, Elsevier, Amsterdam, Netherlands [C1]
ERA journal ID: 159 – Scopus EID: 2-s2.0-77949485464
Citation counts: Scopus - 31, Thomson - 27
DRO entry for this publication

Galar, M.*, Bustince, H.*, Fernandez, J.*, Sanz, J.* and Beliakov, G. (2010) Fuzzy entropy from weak fuzzy subsethood measures, Neural network world : international journal on non-standard computing and artificial intelligence, vol. 20, no. 1, pp. 139-158, Czech Technical University in Prague, Faculty of Transportation Sciences, Prague, Czech Republic [C1]
ERA journal ID: 41067 – Scopus EID: 2-s2.0-77749337462
Citation counts: Scopus - 2
DRO entry for this publication

Yager, Ronald R.* and Beliakov, Gleb (2010) OWA operators in regression problems, IEEE transactions on fuzzy systems, vol. 18, no. 1, pp. 106-113, IEEE, Piscataway, N.J. [C1]
ERA journal ID: 17872 – Scopus EID: 2-s2.0-76849109701
Citation counts: Scopus - 21, Thomson - 17
DRO entry for this publication

Beliakov, Gleb, Bustince, Humberto*, Fernandez, Javier* and Paternain, Daniel* (2010) Means on discrete product lattices, in Rubio, Antonio Peregrin; Fernandez, Jesus Alcala; Velo, Francisco Jose Moreno and Hernandez, Francisco Alfredo Marquez (eds), ESTYLF 2010 : Proceedings of the XIII Spanish Conference on Technologies and Fuzzy Logic, pp. 315-319, Universidad de Huelva, Huelva, Spain [E1]
DRO entry for this publication

Jurio, A.*, Paternain, D.*, Bustince, H.*, Guerra, C.* and Beliakov, G. (2010) A construction method of Atanassov’s intuitionistic fuzzy sets for image processing, in Unknown (ed.), IS 2010 : Proceedings of the 5th IEEE International Conference of Intelligent Systems, pp. 337-342, IEEE, United States [E1]
DRO entry for this publication

Paternain, Daniel*, Bustince, Humberto*, Fernandez, Javier*, Beliakov, Gleb and Mesiar, Radko* (2010) Image reduction with local reduction operators, in Unknown (ed.), WCCI 2010 : IEEE World Congress on Computational Intelligence, pp. 1-8, IEEE, Piscataway, N.J. [E1]
DRO entry for this publication

2009 School of Information Technology

Bagirov, Adil* and Beliakov, Gleb (2009) Global optimization: cutting angle method, in Floudas, C. A. and Pardalos, P. M. (eds), Encyclopedia of optimization, pp. 1304-1311, Springer, New York, N.Y. [B2]
DRO entry for this publication

Beliakov, Gleb (2009) Construction of aggregation functions from data using linear programming, Fuzzy sets and systems, vol. 160, no. 1, pp. 65-75, Elsevier, Amsterdam, Netherlands [C1]
ERA journal ID: 159 – Scopus EID: 2-s2.0-54049153148
Citation counts: Scopus - 19, Thomson - 17
DRO entry for this publication

Beliakov, Gleb and Calvo, Tomasa* (2009) Construction of k-Lipschitz triangular norms and conorms from empirical data, IEEE transactions on fuzzy systems, vol. 17, no. 5, pp. 1217-1220, IEEE, Piscataway, N.J. [C1]
ERA journal ID: 17872 – Scopus EID: 2-s2.0-70350070865
Citation counts: Scopus - 1, Thomson - 1
DRO entry for this publication

Beliakov, Gleb (2009) Extended cutting angle method of global optimization, Pacific journal of optimization, vol. 4, no. 1, pp. 153-176, Yokohama Publishers, Yokohama, Japan [C1]
ERA journal ID: 32433 – Scopus EID: 2-s2.0-77949488749
Citation counts: Scopus - 4, Thomson - 4
DRO entry for this publication

Beliakov, Gleb and James, Simon (2009) Using choquet integrals for evaluating citation indices in journal ranking, in Unknown (ed.), EUROFUSE 2009 : Proceedings of the Eurofuse Workshop Preference Modelling and Decision Analysis, pp. 1-6, Public University of Navarra, Pamplona, Spain [E1]
DRO entry for this publication

Beliakov, Gleb and Yager, Ronald R.* (2009) OWA operators in linear regression and detection of outliers, in Unknown (ed.), AGOP 2009 : Proceedings of the Fifth International Summer School on Aggregation Operators, pp. 71-76, Universitat de les Illes Balears, Palma, Spain [E1]
DRO entry for this publication

Beliakov, Gleb and James, Simon (2009) Citation based journal rankings : an application of fuzzy measures, in Unknown (ed.), AGOP 2009 : Proceedings of the Fifth International Summer School on Aggregation Operators, pp. 59-64, Universitat de les Illes Balears, Palma, Spain [E1]
DRO entry for this publication

Beliakov, Gleb, Calvo, Tomasa* and James, Simon (2009) Some results on Lipschitz quasi-arithmetic means, in Carvalho, J. P.; Dubois, D.; Kaymak, U. and Sousa, J. M. C. (eds), IFSA-EUSFLAT 2009 : Proceedings of the 2009 International Fuzzy Systems Association World Congress and 2009 European Society for Fuzzy Logic and Technology Conference, pp. 1370-1375, EUSFLAT, Lisbon, Portugal [E1]
DRO entry for this publication

Calvo, Tomasa* and Beliakov, Gleb (2009) On migrative means and copulas, in Unknown (ed.), AGOP 2009 : Proceedings of the Fifth International Summer School on Aggregation Operators, pp. 107-109, Universitat de les Illes Balears, Palma, Spain [E1]
DRO entry for this publication

Yager, Ronald R.*, Beliakov, Gleb and James, Simon (2009) On generalized bonferroni means, in Unknown (ed.), EUROFUSE 2009 : Proceedings of the Eurofuse Workshop Preference Modelling and Decision Analysis, pp. 1-6, Public University of Navarra, Pamplona, Spain [E1]
DRO entry for this publication

2008 School of Engineering and Information Technology

Beliakov, Gleb and Calvo, Tomasa* (2008) Interpolatory type construction of general aggregation operators, in Bustince, Humberto; Herrera, Francisco and Montero, Javier (eds), Fuzzy sets and their extensions: representation, aggregation and models : intelligent systems from decision making to data mining, web intelligence and computer vision, pp. 99-120, Springer, Berlin, Germany [B1]
DRO entry for this publication

Calvo, Tomasa* and Beliakov, Gleb (2008) Identification of weights in aggregation operators, in Bustince, Humberto; Herrera, Francisco and Montero, Javier (eds), Fuzzy sets and their extensions: representation, aggregation and models : intelligent systems from decision making to data mining, web intelligence and computer vision, pp. 145-162, Springer, Berlin, Germany [B1]
DRO entry for this publication

Beliakov, Gleb (2008) Fitting fuzzy measures by linear programming. Programming library fmtools, in Feng, Gary G. (eds), 2008 IEEE International Conference on Fuzzy Systems : proceedings : FUZZ-IEEE 2008, pp. 862-867, IEEE, Piscataway, N.J. [E1]
Citation counts: Scopus - 2, Thomson - 1
DRO entry for this publication

Beliakov, Gleb, James, Simon and Troiano, Luigi* (2008) Texture recognition by using GLCM and various aggregation functions, in Feng, Gary G. (eds), 2008 IEEE International Conference on Fuzzy Systems : proceedings : FUZZ-IEEE 2008, pp. 1472-1476, IEEE, Piscataway, N.J. [E1]
Citation counts: Scopus - 6
DRO entry for this publication

Beliakov, Gleb and James, Simon (2008) Using Choquet integrals for kNN approximation and classification, in Feng, Gary G. (eds), 2008 IEEE International Conference on Fuzzy Systems : proceedings : FUZZ-IEEE 2008, pp. 1311-1317, IEEE, Piscataway, N.J. [E1]
Citation counts: Scopus - 2
DRO entry for this publication

2007 School of Engineering and Information Technology

Beliakov, Gleb, Pradera, Ana* and Calvo, Tomasa* (2007) Aggregation functions : a guide for practitioners, Springer, Berlin, Germany [A1]
DRO entry for this publication

Beliakov, Gleb and Calvo, Tomasa* (2007) Construction of aggregation operators with noble reinforcement, IEEE transactions on fuzzy systems, vol. 15, no. 6, pp. 1209-1218, IEEE, New York, N.Y. [C1]
ERA journal ID: 17872 – Scopus EID: 2-s2.0-34548716125
Citation counts: Scopus - 5, Thomson - 6
DRO entry for this publication

Beliakov, Gleb, Calvo, T.* and Pradera, A.* (2007) Absorbent tuples of aggregation operators, Fuzzy sets and systems, vol. 158, no. 15, pp. 1675-1691, Elsevier B.V., Amsterdam, The Netherlands [C1]
ERA journal ID: 159 – Scopus EID: 2-s2.0-34249674059
Citation counts: Scopus - 4
DRO entry for this publication

Beliakov, Gleb and Lim, Kieran (2007) Challenges of continuous global optimization in molecular structure prediction, European journal of operational research, vol. 181, no. 3, pp. 1198-1213, Elsevier BV, Amsterdam, The Netherlands [C1]
ERA journal ID: 148 – Scopus EID: 2-s2.0-33947629307
Citation counts: Scopus - 6, Thomson - 4
DRO entry for this publication

Beliakov, Gleb, Calvo, Tomasa* and Pradera, A.* (2007) Handling of neutral information by aggregation operators, Fuzzy sets and systems, vol. 158, no. 8, pp. 861-880, Elsevier BV, Amsterdam, The Netherlands [C1]
ERA journal ID: 159 – Scopus EID: 2-s2.0-33847317084
Citation counts: Scopus - 4, Thomson - 4
DRO entry for this publication

Beliakov, Gleb (2007) Construction of aggregation operators for automated decision making via optimal interpolation and global optimization, Journal of industrial and management optimization, vol. 3, no. 2, pp. 193-208, American Institute of Mathematical Sciences, Springfield, Mo. [C1]
ERA journal ID: 30828 – Scopus EID: 2-s2.0-34548732163
Citation counts: Scopus - 7, Thomson - 7
DRO entry for this publication

Beliakov, Gleb (2007) Smoothing Lipschitz functions, Optimization methods and software, vol. 22, no. 6, pp. 901-916, Taylor & Francis, Abingdon, England [C1]
ERA journal ID: 30913 – Scopus EID: 2-s2.0-35148895118
Citation counts: Scopus - 1, Thomson - 1
DRO entry for this publication

Beliakov, Gleb and Ugon, J.* (2007) Implementation of novel methods of global and nonsmooth optimization: GANSO programming library, Optimization, vol. 56, no. 5 & 6, pp. 543-546, Taylor & Francis, Abingdon, England [C1]
ERA journal ID: 346 – Scopus EID: 2-s2.0-35148860108
Citation counts: Scopus - 16, Thomson - 11
DRO entry for this publication

Beliakov, Gleb, Calvo, Tomasa* and Lazaro, Jesus* (2007) Pointwise construction of Lippschitz aggregation operators with specific properties, International journal of uncertainty, fuzziness, and knowledge-based systems., vol. 15, no. 2, pp. 193-223, World Scientific, Singapore [C1.1]
ERA journal ID: 36063 – Scopus EID: 2-s2.0-34247635289
Citation counts: Scopus - 11, Thomson - 10
DRO entry for this publication

Beliakov, Gleb, Calvo, T.* and Mesiar, R.* (2007) Guest editorial: foreword to the special issue on aggregation operators, IEEE transactions on fuzzy systems, vol. 15, no. 6, pp. 1030-1031, Institute of Electrical and Electronics Engineers (IEEE), Los Alamitos, Calif. [C4]
ERA journal ID: 17872 – Scopus EID: 2-s2.0-37249060713
DRO entry for this publication

Beliakov, Gleb and Calvo, T.* (2007) Constructions of aggregation operators that preserve ordering of the data, in Stepnicka, Martin; Noval, Vilem and Bodenhofer, Ulrich (eds), New Dimensions in Fuzzy Logic and Related Technologies : proceedings of the 5th EUSFLAT conference, Ostrava, Czech Republic, September 11-14, 2007, pp. 61-66, University of Ostrava, Ostrava, Czech Republic [E1]
DRO entry for this publication

Beliakov, Gleb, Calvo, T* and Pradera, A.* (2007) Handling neutral and absorbent information in aggregation processes, in De Baets, Bernard; Maes, Koen C. and Mesiar, Radko (eds), AGOP 2007 : Proceedings of the Fourth International Summer School on Aggregation Operators, pp. 31-36, Academia Press, Ghent, Belgium [E1]
DRO entry for this publication

Beliakov, Gleb and Troiano, Luigi* (2007) Fitting ST-OWA operators to empirical data, in Stepnicka, Martin; Noval, Vilem and Bodenhofer, Ulrich (eds), New Dimensions in Fuzzy Logic and Related Technologies : proceedings of the 5th EUSFLAT conference, Ostrava, Czech Republic, September 11-14, 2007, pp. 67-73, University of Ostrava, Ostrava, Czech Republic [E1]
DRO entry for this publication

2006 School of Information Technology

Beliakov, Gleb and Bagirov, Adil* (2006) Non-smooth optimization methods for computation of the conditional value-at-risk and portfolio optimization, Optimization, vol. 55, no. 5&6, pp. 459-479, Taylor & Francis, London, England [C1.1]
ERA journal ID: 346 – Scopus EID: 2-s2.0-33750885729
Citation counts: Scopus - 3, Thomson - 2
DRO entry for this publication

2006 School of Engineering and Information Technology

Beliakov, Gleb and King, Matthew (2006) Density based fuzzy c-means clustering of non-convex patterns, European journal of operational research, vol. 173, no. 3, pp. 717-728, North-Holland Pub. Co, Amsterdam, Netherlands [C1]
ERA journal ID: 148 – Scopus EID: 2-s2.0-33745000945
Citation counts: Scopus - 17, Thomson - 12
DRO entry for this publication

Beliakov, Gleb (2006) Interpolation of Lipschitz functions, Journal of computational and applied mathematics, vol. 196, no. 1, pp. 20-44, Elsevier B.V., Amsterdam, The Netherlands [C1]
ERA journal ID: 228 – Scopus EID: 2-s2.0-33745659897
Citation counts: Scopus - 13, Thomson - 12
DRO entry for this publication

Beliakov, Gleb, Calvo, Tomasa* and Lazaro, Jesus* (2006) Pointwise construction of Lipschitz aggregation operators, in Bouchon-Meunier, Bernadette and Yager, Ronald R. (eds), Proceedings of the 11th International Conference on Information Processing and Management of Uncertainty in Knowledge-based Systems, pp. 595-602, Editions EDK, Paris, France [E1]
DRO entry for this publication

Beliakov, Gleb, Calvo, T.* and Pradera, A.* (2006) Handling of absorbent information by aggregation operators, in Linares, Luis Jimenez (eds), ESTYLF 2006 : XIII Spanish Conference on Technologies and Fuzzy Logic,, pp. 307-312, Grupo de Investigacion Oreto, Ciudad Real, Spain [E1]
DRO entry for this publication

Beliakov, Gleb, Calvo, T.* and Pradera, A.* (2006) Handling of neutral information by aggregation operators, in Bouchon-Meunier, Bernadette and Yager, Ronald R. (eds), IPMU 2006 : Proceedings of the 11th International Conference on Information Processing and Management of Uncertainty in Knowledge-based Systems, pp. 587-594, Editions EDK, Paris, France [E1]
DRO entry for this publication

2005 School of Information Technology

Beliakov, Gleb (2005) Review of applications of the Cutting Angle methods, in Jeyakumar, Vaithilingam and Rubinov, Alexander (eds), Continuous optimization, pp. 209-248, Springer, New York, N.Y. [B1.1]
DRO entry for this publication

Beliakov, Gleb (2005) Fitting triangular norms to empirical data, in Klement, Erich Peter and Mesiar, Radko (eds), Logical, algebraic, analytic, and probabilistic aspects of triangular norms, pp. 262-272, Elsevier, Boston, Mass. [B1.1]
DRO entry for this publication

Beliakov, Gleb (2005) Universal nonuniform random vector generator based on acceptance-rejection, ACM transactions on modeling and computer simulation, vol. 15, no. 3, pp. 205-232, The Association, New York, N.Y. [C1]
ERA journal ID: 17739 – Scopus EID: 2-s2.0-33745221859
Citation counts: Scopus - 3
DRO entry for this publication

Beliakov, Gleb (2005) Learning weights in the generalized OWA operators, Fuzzy optimization and decision making, vol. 4, no. 2, pp. 119-130, Kluwer Academic Publishers, Dordrecht, Netherlands [C1]
ERA journal ID: 36721 – Scopus EID: 2-s2.0-14844356940
Citation counts: Scopus - 51
DRO entry for this publication

Beliakov, Gleb (2005) Class library ranlip for multivariate nonuniform random variate generation, Computer physics communications, vol. 170, no. 1, pp. 93-108, North-Holland Pub. Co.,, Amsterdam, Netherlands [C1]
ERA journal ID: 962 – Scopus EID: 2-s2.0-20544445880
Citation counts: Scopus - 2, Thomson - 2
DRO entry for this publication

Beliakov, Gleb and Buckley, Stephen* (2005) Mathematical modelling of the refractive index reconstruction through global optimization, International journal of pure and applied mathematics : IJPAM, vol. 18, no. 3, pp. 389-403, Academic Publications, Sofia, Bulgaria [C1]
ERA journal ID: 197 – Scopus EID: Not tagged
DRO entry for this publication

Beliakov, Gleb (2005) Monotonicity preserving approximation of multivariate scattered data, BIT numerical mathematics, vol. 45, no. 4, pp. 653-677, Kluwer Academic Publishers, Dordrecht, The Netherlands [C1]
ERA journal ID: 70 – Scopus EID: 2-s2.0-29144433265
Citation counts: Scopus - 24, Thomson - 16
DRO entry for this publication

Beliakov, Gleb and Calvo, Tomasa* (2005) Identification of general and double aggregation operators using monotone smoothing, in Sobrevilla, P. and Montseny, E. (eds), EUSFLAT 2005 : Proceedings of the Fourth Conference of the European Society for Fuzzy Logic and Technology and 11 Rencontres Francophones sur la Logique Floue et ses Applications, pp. 937-942, EUSFLAT, Barcelona, Spain [E1]
DRO entry for this publication

Beliakov, Gleb and King, Matthew (2005) Fuzzy c-means density based clustering using data induced metric, in Hamza, M.H. (eds), Proceedings of the IASTED International Conference on Artificial Intelligence and Applications, pp. 234-239, ACTA Press, Anaheim, CA [E1]
DRO entry for this publication

Beliakov, Gleb (2005) Identification of general aggregation operators by Lipschitz approximation, in Hamza, M. H. (eds), Proceedings of the IASTED International Conference on Artficial Intelligence and Applications : February 14-16, 2005, Innsbruck, Austria, pp. 230-233, ACTA Press, Anaheim, CA [E1]
DRO entry for this publication

2004 School of Information Technology

Beliakov, Gleb (2004) Cutting angle method - a tool for constrained global optimization, Optimization methods and software, vol. 19, no. 2, pp. 137-151, Taylor & Francis, London, England [C1]
ERA journal ID: 30913 – Scopus EID: 2-s2.0-1842664459
Citation counts: Scopus - 20, Thomson - 15
DRO entry for this publication

Beliakov, Gleb, Mesiar, Radko* and Valaskova, Lubka* (2004) Fitting generated aggregation operators to empirical data, International journal of uncertainty, fuzziness, and knowledge-based systems, vol. 12, no. 2, pp. 219-236, World Scientific, Singapore [C1]
ERA journal ID: 36063 – Scopus EID: 2-s2.0-2642553286
Citation counts: Scopus - 26
DRO entry for this publication

Beliakov, Gleb (2004) Least squares splines with free knots: global optimization approach, Applied mathematics and computation, vol. 149, no. 3, pp. 783-798, Elsevier, New York, NY [C1]
ERA journal ID: 49 – Scopus EID: 2-s2.0-0347758639
Citation counts: Scopus - 6, Thomson - 6
DRO entry for this publication

Beliakov, Gleb, Calvo, T.*, Barriocanal, E.* and Sicilia, M.* (2004) Choquet integral-based aggregation of interface usability parameters: identification of fuzzy measure, in Rubinov, Alex and Sniedovich, Moshe (eds), ICOTA 2004 : Proceedings of the 6th International Conference on Optimization Techniques and Applications, University of Ballarat, Ballarat, Vic. [E1]
DRO entry for this publication

Beliakov, Gleb and Gonzalez, J. (2004) Nonlinear time series forecasting using Lipschitz approximation, in Rubinov, Alex (eds), Proceedings of the 6th International Conference on Optimization Techniques and Applications, University of Ballarat, Ballarat, Vic. [E1]
DRO entry for this publication

King, Matthew and Beliakov, Gleb (2004) New data induced metric for density based clustering, in Rubinov, Alex (eds), Proceedings of the 6th International Conference on Optimization Techniques and Applications, pp. 1-12, University of Ballarat, Ballarat, Vic. [E1]
DRO entry for this publication

2003 School of Information Technology

Beliakov, Gleb, Ting, Kai Ming*, Murshed, Manzur*, Rubinov, Alex* and Bertoli, Marcello* (2003) Efficient serial and parallel implementations of the cutting angle method, in Di Pillo, Gianni and Murli, Almerico (eds), High performance algorithms and software for nonlinear optimization, pp. 57-74, Kluwer Academic Publishers, United States [B1]
DRO entry for this publication

Beliakov, Gleb (2003) Geometry and combinatorics of the cutting angle method, Optimization, vol. 52, no. 4-5, pp. 379-394, Taylor & Francis, London, England [C1]
ERA journal ID: 346 – Scopus EID: 2-s2.0-0344550319
Citation counts: Scopus - 17
DRO entry for this publication

Beliakov, Gleb (2003) How to build aggregation operators from data, International journal of intelligent systems, vol. 18, no. 8, pp. 903-923, Wiley, New York, NY [C1]
ERA journal ID: 17950 – Scopus EID: 2-s2.0-0042736042
Citation counts: Scopus - 56, Thomson - 50
DRO entry for this publication

Lim, Kieran, Beliakov, Gleb and Batten, Lynn M. (2003) Predicting molecular structures: an application of the cutting angle method, Physical chemistry chemical physics : PCCP, vol. 5, pp. 3884-3890, Royal Society of Chemistry, Cambridge, England [C1]
ERA journal ID: 1219 – Scopus EID: 2-s2.0-0141457370
Citation counts: Scopus - 5, Thomson - 5
DRO entry for this publication

Beliakov, Gleb, Monsalve Tobon, J.E.* and Bagirov, A.M.* (2003) Parallelization of the discrete gradient method of non-smooth optimization and its applications, in Sloot, Peter; Abramson, David; Bogdanov, Alexander; Gorbachev, Yuriy; Dongarra, Jack and Zomaya, Albert (eds), Computational science - ICCS 2003 : international conference, Melbourne, Australia and St. Petersburg, Russia, June 2-4, 2003 : proceedings, pp. 592-601, Springer, Berlin, Germany [E1]
Citation counts: Scopus - 1
DRO entry for this publication

Beliakov, Gleb and Buckley, Stephen (2003) Reconstruction of the refractive index profile of planar waveguides using ray tracing analysis, in Nirmalathas, Thas and Park, Jinwoo (eds), Optical networking : technologies, traffic engineering and management : conference proceedings, pp. 384-387, COIN/ACOFT, Melbourne, Vic [E1]
DRO entry for this publication

Lim, Kieran F., Beliakov, Gleb and Batten, Lynn (2003) A new method for locating the global optimum : application of the cutting angle method to molecular structure prediction, in Sloot, Peter; Abramson, David; Bogdanov, Alexander; Gorbachev, Yuriy; Dongarra, Jack and Zomaya, Albert (eds), ICCS 2003 : Proceedings of the 2003 International Conference on Computational Science, Melbourne, Australia and St. Petersburg, Russia, June 2-4, 2003 : proceedings, pp. 1040-1049, Springer, Berlin, Germany [E1]
Citation counts: Scopus - 1, Thomson - 7
DRO entry for this publication

Beliakov, Gleb (2003) Fitting aggregation operators to data, in Klement, Enrich (eds), LINZ 2003 : Proceedings of the 24th Linz Seminar on Fuzzy Set Theory - Triangular Norms and Related Operators in Many-Valued Logics, pp. 70-72, Johannes Kepler University, Linz, Austria [E2]
DRO entry for this publication

2002 School of Information Technology

Beliakov, Gleb (2002) Approximation of membership functions and aggregation operators using splines, Technologies for constructing intelligent systems, pp. 159-172, Physica-Verlag, Heidelberg, Germany [B1]
DRO entry for this publication

Batten, Lynn M. and Beliakov, Gleb (2002) Fast algorithm for the cutting angle method of global optimization, Journal of global optimization, vol. 24, no. 2, pp. 149-161, Springer, Dordrecht, The Netherlands [C1]
ERA journal ID: 246 – Scopus EID: Not tagged
Citation counts: Thomson - 17
DRO entry for this publication

Beliakov, Gleb (2002) Monotone approximation of aggregation operators using least squares splines, International journal of uncertainty, fuzziness, and knowledge-based systems, vol. 10, no. 6, pp. 659-676, World Scientific, Singapore [C1]
ERA journal ID: 36063 – Scopus EID: 2-s2.0-0036960180
Citation counts: Scopus - 19, Thomson - 18
DRO entry for this publication

Beliakov, Gleb and Abraham, Ajith* (2002) Global optimisation of neural networks using a deterministic hybrid approach, in Abraham, Ajith (eds), Hybrid information systems, pp. 79-92, Physica-Verlag, Heidelburg, Germany [E1]
DRO entry for this publication

Beliakov, Gleb (2002) Global optimization of neural networks, in Zadeh, Lotfi (eds), Intelligent systems for information processing : from representation to applications, pp. 719-725, North Holland, Amsterdam, The Netherlands [E1]
DRO entry for this publication

Beliakov, Gleb (2002) Three new techniques of approximating aggregation operators from empirical data, in Zadeh, Lotfi (eds), Intelligent systems for information processing : from representation to applications, pp. 945-952, North Holland, Amsterdam, The Netherlands [E1]
DRO entry for this publication

2001 School of Information Technology

Beliakov, Gleb and Warren, Jim* (2001) Appropriate choice of aggregation operators in fuzzy decision support systems, IEEE transactions on fuzzy systems, vol. 9, no. 6, pp. 773-784, Institute of Electrical and Electronics Engineers, Inc, Piscataway, N.J. [C1]
ERA journal ID: 17872 – Scopus EID: 2-s2.0-0035693179
Citation counts: Scopus - 75
DRO entry for this publication

Beliakov, Gleb and Warren, James R.* (2001) Fuzzy logic for decision support in chronic care, Artificial intelligence in medicine, vol. 21, no. 1-3, pp. 209-213, Burgverlag, Tecklenburg, Germany [C1]
ERA journal ID: 5031 – Scopus EID: 2-s2.0-0035191396
Citation counts: Scopus - 10, Thomson - 9
DRO entry for this publication

Beliakov, Gleb, Warren, James* and Noone, Joseph* (2001) Mixed-initiative decision support for care planning based on clinical practice guidelines, Journal of decision systems, vol. 10, no. 3, pp. 429-448, Hermes Science Publications, Paris, France [C1]
ERA journal ID: 17989 – Scopus EID: Not tagged
DRO entry for this publication

Warren, James*, Noone, Joseph*, Smith, Brian*, Ruffin, Richard*, Frith, Peter*, van der Zwaag, Berend*, Beliakov, Gleb, Frankel, Heath* and McElroy, Heather* (2001) Automated attention flags in chronic disease care planning, Medical journal of Australia, vol. 175, no. 6, pp. 308-312, Australasian Medical Pub. Co, Sydney, N.S.W. [C1]
ERA journal ID: 15323 – Scopus EID: 2-s2.0-0035903812
Citation counts: Scopus - 10
DRO entry for this publication

Beliakov, Gleb (2001) Shape preserving splines in constructing WOWA operators: comment on paper by V. Torra in Fuzzy Sets and Systems, Fuzzy sets and systems, vol. 121, no. 3, pp. 549-550, Elsevier Science B.V., Amsterdam, The Netherlands [C2]
ERA journal ID: 159 – Scopus EID: 2-s2.0-0035427531
Citation counts: Scopus - 3, Thomson - 5
DRO entry for this publication

Beliakov, Gleb and Monsalve, J.* (2001) Curve and surface design using constrained splines, in Burry, Mark (eds), proceedings of mathematics & design 2001 : the third international conference, July 3-5, 2001, Deakin University, Geelong, Australia, pp. 8-16, Deakin University, Geelong, Vic [E1]
DRO entry for this publication

Beliakov, Gleb (2001) Methods of construction of OWA operators from data, in Yan, Hong (eds), Meeting the grand challenge : machines that serve people : [proceedings of] the 10th IEEE International Conference on Fuzzy Systems, December 2001, 2-5 December, the University of Melbourne, Australia, pp. 184-187, IEEE, Melbourne, Vic [E1]
DRO entry for this publication

Beliakov, Gleb (2001) Fuzzy clustering using global optimisation, in Li, D. and Cai, X. Q. (eds), ICOTA 2001 : Proceedings of the 5th International Conference on Optimization: Techniques and Applications, pp. 72-79, The Conference, Hong Kong [E1]
DRO entry for this publication

Beliakov, Gleb (2001) Fuzzy clustering of non-convex patterns using global optimization, in Hong, Yan (eds), Meeting the grand challenge : machines that serve people : [proceedings of] the 10th IEEE International Conference on Fuzzy Systems, December 2001, 2-5 December, the University of Melbourne, Australia, pp. 220-223, IEEE, Melbourne, Vic [E1]
DRO entry for this publication

Beliakov, Gleb, Ting, K.* and Murshed, M.* (2001) Efficient serial and parallel implementations of the cutting angle global optimisation technique, in Li, D. and Cai, X. Q. (eds), ICOTA 2001 : Proceedings of the 5th International Conference on Optimization: Techniques and Applications, pp. 80-87, The Conference, Hong Kong [E1]
DRO entry for this publication

2000 School of Information Technology

Beliakov, Gleb (2000) Shape preserving approximation using least squares splines, Analysis in theory and applications, vol. 16, no. 4, pp. 80-98, Editorial Board of Analysis in Theory and Applications, Kluwer Academic Publishers, Dordrecht, The Netherlands [C1.1]
ERA journal ID: 454 – Scopus EID: Not tagged
DRO entry for this publication

Beliakov, G. (2000) Approximation of aggregation operators using splines, in IPMU (ed.), Proceedings of the 8th International Conference on Information Processing and Management of Uncertainty in Knowledge-based Systems (IPMU), pp. 680-685, Consejo superior de investigaciones cientificas, Madrid [E1]
no DRO entry yet for this publication

Beliakov, G. (2000) Numerical construction of membership functions and aggregation operations from empirical data, in ISIF (ed.), Fusion 2000. Proceedings of the 3rd International Conference on Information Fusion, pp. 4-10, IEEE, France [E1]
no DRO entry yet for this publication

Warren, J.*, Beliakov, G. and van der Zwaag, B.* (2000) Fuzzy logic in clinical practice decision support systems, in Eileen Dennis (ed.), 33rd Hawaii Conference on System Sciences, pp. 1-10, IEEE, USA [E1]
no DRO entry yet for this publication

Warren, Jim*, Beliakov, Gleb and van der Zwaag, Berend* (2000) Fuzzy logic in clinical practice decision support systems, in Sprague, Ralph H. (eds), Proceedings of the 33rd Hawaii International Conference on System Sciences, pp. 1-10, IEEE Computer Society, Los Alamitos, Calif. [E1.1]
DRO entry for this publication

Beliakov, G. (2000) Method of ideal solution in Fuzzy Set Theory and Multicriteria decision making, in Riichiro Mizoguchi and John Slaney (eds), 6th Pacific Rim International Conference on Artificial Intelligence, p. 794, Springer-Verlag, Berlin [E3]
no DRO entry yet for this publication

Grants and Consultancies

All years

Research Income - National Competitive Grants

Beliakov, G. Detection of suspicious activities and decision support, Dept. of Prime Minister and Cabinet - NSST [T]

  • 2011: $19,736
  • 2010: $21,955

Research Income - Industry and Other Funding

Lim, K and Beliakov, G. New methods for predicting molecular structures [V]

  • 2005: $23,000

Research Income - Industry and Other Funding - Australian

Beliakov, G. Reliable methods of data approximation and forecasting [V.1]

  • 2005: $21,000

Higher Degree by Research Completions supervised by Gleb Beliakov

2011

Simon James
Doctor of Philosophy, Thesis entitled: The Use of Aggregation in Decision Making. School of Information Technology

2006

Stephen Buckley
Master of Science, Thesis entitled: Planar Waveguide Refractive Index Profile Reconstruction using Global Optimization. School of Engineering and Information Technology

Legend:
* Not a member of Deakin University at time of output.

DRO to publications collection last synchronised: Saturday 30th August 2014 10:04pm

Deakin University acknowledges the traditional land owners of present campus sites.

23rd July 2011