Selected papers
2017
- D. Zaharie and F. Micota - Revisiting the analysis of population variance in Differential Evolution algorithms , 2017 IEEE Congress on Evolutionary Computation (CEC), San Sebastian, 2017, pp. 1811-1818, doi: 10.1109/CEC.2017.7969521. (PDF, slides)
2015
- R. Dogaru, F. Micota, D. Zaharie - Searching for Taxonomy-based Similarity Measures for Medical Data, 7th Balkan Conference in Informatics, BCI 2015, 2-4 September, DOI:10.1145/2801081.2801102, 2015. (PDF)
- R. R. Dogaru, F. Micota, D. Zaharie - Taxonomy-based dissimilarity measures for profile identification in medical data , 2015 IEEE 13th International Symposium on Intelligent Systems and Informatics (SISY), DOI:10.1109/SISY.2015.7325369, pg. 149-154, 2015. (PDF)
2014
2013
- D. Zaharie, L. Moatar-Moleriu, V. Negru - Particularities of Evolutionary Parameter Estimation in
Multi-stage Compartmental Models of Thymocyte Dynamics, GECCO’13, July 6–10, 2013, Amsterdam, pg. 303-310
(PDF)
- D. Zaharie - Constrained Evolutionary Search for Model
Parameters. Case Studies in Thymocyte Dynamics, invited talk,
at Doctoral Summer School ECODAM, June 23-26, Iasi, Romania (slides)
- L. Moatar-Moleriu, V. Negru, D. Zaharie - Evolutionary Estimation of Parameters in Computational Models of Thymocyte Dynamics, 9th International Conference on Large Scale Scientific Computations, Sozopol, June 3-6, 2013, Springer LNCS 8353, pg. 264-271, 2014.
(PDF)
2012
- D. Zaharie - Differential Evolution: from Theoretical Results to Practical Insights, invited talk,
in Proc. of 18th International Conference on Soft Computing, June 27-29, Brno, Czech Republic(PDF)
- D. Zaharie - Differential Evolution: using Differences to Guide the Search, invited talk,
at Doctoral Summer School ECODAM, June 18-23, Iasi, Romania (slides)
2011
- D. Zaharie, L. Perian, V. Negru - A View Inside the Classification with Non-Nested Generalized Exemplars, IADIS European Conference on Data Mining, 24-26 July, Rome, Italy, pg.19-26, 2011
(PDF)
2010
2009
2008
- D. Zaharie, D. Lungeanu, F. Zamfirache - Interactive Search of Rules in Medical Data Using Multiobjective Evolutionary Algorithms,,
in Proceedings of the 2008 GECCO Conference Genetic and Evolutionary Computation (workshop MedGEC--medical applications of genetic and evolutionary
computation), Atlanta august 2008, ISBN:978-1-60558-131-6, pg. 2065-2072, 2008 (PDF)
-
D. Lungeanu, D. Zaharie, F. Zamfirache - Influence of Missing Values Treatment on Classification Rules Evolved from Medical Data. In I. Bichindaritz, P. Perner, L. G. Shapiro (Eds.): Advances in Data Mining. 8th Industrial Conference, ICDM 2008, Leipzig, Germany, July 2008, Poster and Workshop Proceedings. IbaI Publishing 2008, ISBN 978-3-940501-03-5, pg. 86-95, 2008
(PDF)
-
R. Dogaru, D. Zaharie, D. Lungeanu, E. Bernad, M. Bari - A Framework for Mining Association Rules in Data on Perinatal Care, Proceedings of CONTI 2008 (Conference on Technical Informatics, session on Biomedical Informatics), Timisoara 4-6 iunie, vol 1, ISSN 1844-539X, pg. 147-152, 2008.
(PDF)
2007
-
D. Zaharie - A comparative analysis of crossover variants in differential evolution, in M. Ganzha, M. Paprzycki, T. Pelech-Pilichowski (eds), Proc. of International Multiconference on Computer Science and Information Technology
IMCSIT 2007, 15-17 oct., Wisla, Poland, ISSN 1896-7094, pg. 171 - 181, 2007 [best paper award] (PDF)
- D. Zaharie, D. Lungeanu, S. Holban - Feature ranking based on weights estimated by multiobjective optimization. In: J.Roth, J.Gutiérrez, A.P. Abraham (eds.)
, Proceedings of IADIS First European Conference on Data Mining, 5-7 iulie 2007, Lisabona, ISBN 978-972-8924-40-9, pg. 124-128, 2007, (PDF)
- D. Zaharie, F.Zamfirache, V.Negru, D.Pop, H. Popa - A Comparison of Quality Criteria for Unsupervised Clustering of Documents Based on
Differential Evolution , Proc. of International Conference on Knowledge Engineering: Principles and Techniques, Cluj-Napoca, 7-8 iunie, 2007, 114-121, 2007 (PDF).
- D. Zaharie, S. Holban, D. Lungeanu, D.Navolan - A Computational Intelligence Approach for Ranking Risk Factors in Preterm Birth , In: Szakal A. (ed.). Proceedings of 4th International Symposium on Applied Computational Intelligence and Informatics - SACI2007, mai 2007, Timisoara, ISBN: 1-4244-1234-X, pg. 135-140, 2007
(PDF).
2006
- D. Zaharie, G. Ciobanu - Distributed Evolutionary Algorithms Inspired by Membranes in Continuous Optimization Problems , in H.J. Hoogeboom, G. Paun, G. Rozenberg (eds), Pre-Proceedings of 7th Workshop on Membrane Computing, Leiden, 17-21 iulie, 2006, 522-537, extended version published in Lecture Notes in Computer Science Volume 4361, 2006, pp 536-553 (draft of the extended version: PDF).
- D. Zaharie, D. Petcu - Communication Strategies in Distributed Evolutionary Algorithms for Multi-objective Optimization ,
Proc. of 7th International Conference on Technical Informatics, Timisoara, june 8-9,2006, vol. 1, pp. 145-150 (PDF).
- D. Zaharie - Distributed Clustering Based on Representatives Evolved by Crowding Differential Evolution ,
in R. Matousek, P. Osmera (eds), Proc. of 12th International Conference on Soft Computing, Brno, may 31 - june 2, 2006, pp. 51-56 (CD version: PDF).
- D. Zaharie, F. Zamfirache - Diversity Enhancing Mechanisms for Evolutionary Optimization in Static and Dynamic Environments ,
Proc. of 3rd Romanian-Hungarian Joint Symposium on Applied Computational Intelligence, Timisoara, may 25-26,2006, pp. 460-471 (PDF).
2005
- D. Zaharie - Density-based Clustering with Crowding Differential Evolution ,
Proc. 7 th Symposium on Symbolic and Numeric Algorithms for Scientific
Computing,Timisoara, 25-29 oct. 2005, pg. 72-79(PDF).
- D. Zaharie, F. Zamfirache - Dealing with Noise in Ant-based Clustering ,
Proc. IEEE Congress of Evolutionary Computation 2005, Edinburgh , 2-5 sept
2005, pg. 2395-2402 (PDF)
2004
- D. Zaharie - Extensions of Differential Evolution Algorithms for Multimodal
Optimization, in D. Petcu et.al (eds.), Proc. of SYNASC'04, 6th
International Symposium of Symbolic and Numeric Algorithms for Scientific
Computing, Timisoara, september 26-30, pp. 523-534 (PDF)
- D. Zaharie - A Multipopulation Differential Evolution Algorithm for Multimodal
Optimization, in R. Matousek, P. Osmera (eds.), Proc. of Mendel 2004, 10th
International Conference on Soft Computing, Brno, june 2004, pp. 17-22. ( PDF, slides - PDF)
- C. Grosan, D. Zaharie - Base Changing Strategies in an Adaptive Representation
Evolutionary Algorithm, Proc. of SACI 2004 (1st Romanian-Hungarian Joint
Symposium on Applied Computational Intelligence,Timisoara, may 2004, pp.
79-88. ( PDF)
2003
- D. Zaharie - Control of Population Diversity and Adaptation in Differential
Evolution Algorithms, in R. Matousek, P. Osmera (eds.), Proc. of Mendel
2003, 9th International Conference on Soft Computing, Brno, pp. 41-46, 2003. (
PDF)
2002
- D. Zaharie - Parameter Adaptation in Differential Evolution by Controlling the
Population Diversity, Analele
Univ. Timisoara, vol. XXXX, issue 2, 2002. ( PDF)
- D. Zaharie - Critical Values for the Control Parameters of Differential Evolution
Algorithms, in R. Matousek, P. Osmera (eds.), Proc. of Mendel 2002, 8th
International Conference on Soft Computing, Brno, pp. 62-67, 2002. PDF)
2001
- D. Zaharie - On the Explorative Power of Differential Evolution Algorithms, The
3rd International Workshop "Symbolic and Numeric Algorithms on
Scientific Computing", october 2-4, 2001, Timisoara ( PS)
- D. Zaharie - Recombination Operators for Evolutionary Algorithms, School
of "Mathematics and its Applications in Engineering and Economics",
Sozopol, Bulgaria, june 2001 ( PS)
2000
- D. Zaharie - On an evolutionary algorithm for global optimization, Analele Univ. Timisoara ,vol. XXXVIII
fasc. 2, 2000, pg. 203-216 ( PS )
1999
- D. Zaharie - Iterated morphological operators implemented through cellular neural
networks, Analele Univ.
Timisoara ,vol. XXXVII. 1999, pg.169-178 ( paper
(PostScript-gzip, 110.7kb))
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