Most relevant papers published in RAI research group
  1. Moldovan, G.S, Serban, G., Aspect Mining using a Vector-Space Model Based Clustering Approach, AOSD'06, The 5th ++- Aspect-Oriented Software Development, LATE workshop, pp. 36-40
  2. Moldovan, G.S, Serban, G., Quality Measures for Evaluating the Results of Clustering Based Aspect Mining Techniques, Proceedings of International workshop TEAM'06, 2006, pp. 13-16
  3. Tarta, A., Moldovan, G.S, Serban, G., An Agent Based User Interface Evaluation Using Aspect Oriented Programming Techniques, ICAM5, Baia-Mare, 2006, Creative Math.&Inf., 16(2007), pp.151-158
  4. Serban, G., Moldovan, G.S, A new k-means based clustering algorithm in Aspect Mining, Proceedings of the 8th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC'06), Timisoara, Romania, 2006, pp. 69-74, IEEE Computer Society, ISBN 0-7695-2740-X. (ISI Proceedings)
  5. Serban, G., Moldovan, G.S, A New Genetic Clustering Based Approach in Aspect Mining, The 8th WSEAS International Conference on Mathematical Methods And Computational Techniques In Electrical Engineering (MMACTEE '06), Bucuresti, 2006, pp. 135-140 (ISI Proceedings)
  6. Moldovan, G.S, Serban, G., (best student paper award) A Formal Model For Clustering Based Aspect Mining, The 8th WSEAS International Conference on Mathematical Methods And Computational Techniques In Electrical Engineering (MMACTEE '06), Bucuresti, 2006, pp. 70-75 (ISI Proceedings)
  7. Serban, G., Tarta, A., Moldovan, G.S, A Learning Interface Agent for User Behavior Prediction, HCI International 2007, China, LNCS 4552: HCI Intelligent Multimodal Interaction Environments by J. Jacko, ISBN 978-3-540-73108-5, pp. 508-517 (ISI Proceedings)
  8. Moldovan, G.S, Serban, G., On Some Criteria for Comparing Aspect Mining Techniques, Proceedings of the 3rd Workshop on Linking Aspect Technology and Evolution, Vancouver, Canada, AOSD'07, 2007, pp. 40-44
  9. Serban, G., Czibula, I.G., A New Clustering Approach for Systems Designs Improvement, 2007 International Conference on Software Engineering Theory and Practice, SETP-07, Orlando, USA, July 9-12, 2007, pp. 47-54
  10. Serban, G., Cojocar, G.S, A New Graph-Based Approach in Aspect Mining, KEPT 2007, Knowledge Engineering: Principles and Techniques, Babes-Bolyai University, June 6-8, 2007, Cluj-Napoca, pp. 252-260
  11. Czibula, I.G., Serban, G., A Hierarchical Clustering Algorithm for Software Design Improvement, KEPT 2007, Knowledge Engineering: Principles and Techniques, Babes-Bolyai University, June 6-8, 2007, Cluj-Napoca, pp. 316-323
  12. Czibula, I.G., Serban, G., Software Systems Design Improvement Using Hierarchical Clustering , SERP'07, The 2007 International Conference on Software Engineering Research and Practice Las Vegas, Nevada, USA, pp. 229-235
  13. Serban, G., Cojocar, G.S, A New Hierarchical Agglomerative Clustering Algorithm in Aspect Mining, BCI'07, Proceedings of the 3rd Balkan Conference in Informatics, 27-29 September 2007, Sofia, Bulgaria, pp. 143-152
  14. Czibula, I.G., Serban, G., A new Clustering Algorithm for Refactorings Determination, BCI'07, Proceedings of the 3rd Balkan Conference in Informatics, 27-29 September 2007, Sofia, Bulgaria, pp. 131-142
  15. Serban, G., Moldovan, G.S, Clustering Techniques in Aspect Mining, Studia Universitatis "Babes-Bolyai", Informatica, LI(1), 2006, pp.69-78
  16. Serban, G., Moldovan, G.S, A Graph Algorithm for Identification of Crosscutting Concerns, Studia Universitatis "Babes-Bolyai", Informatica, LI(2), 2006, pp. 3-10
  17. Moldovan, G.S, Serban, G., A Study on Distance Metrics for Partitioning Based Aspect Mining, Studia Universitatis "Babes-Bolyai", Informatica, LI(2), 2006, pp. 53-60
  18. Czibula, I.G., Serban, G., An Analysis of Distance Metrics for Clustering based Improvement of Systems Design, Studia Universitatis "Babes-Bolyai", Informatica, LII(1), 2007, pp. 3-12
  19. Serban, G., Czibula, I.G., On Evaluating Software Systems Design, Studia Universitatis "Babes-Bolyai", Informatica, LII(1), 2007, pp. 55-66
  20. Czibula, I.G., Serban, G., A Study on clustering based restructuring of Software Systems, Studia Universitatis "Babes-Bolyai", Informatica, LII(2), 2007, pp. 93-100
  21. Czibula, I.G., Serban, G., A Programming Interface for Determining Refactorings of Object-Oriented Software Systems using Clustering, ICCP 2007: Proceedings of the IEEE 3rd International Conference on Intelligent Computer Communication and Processing, September, 6-8, 2007, Cluj-Napoca, Romania, pp. 271-274
  22. Cojocar, G.S, Serban, G., On Evaluating Aspect Mining Techniques, ICCP 2007: Proceedings of the IEEE 3rd International Conference on Intelligent Computer Communication and Processing, September, 6-8, 2007, Cluj-Napoca, Romania, pp. 217-224
  23. Serban, G., Czibula, I.G., Restructuring Software Systems Using Clustering, ISCIS 2007, Proceedings of The 22th International Symposium on Computer and Information Sciences, IEEExplore, November 7-9, Ankara, Turkey, 2007, pp. 33
  24. Moldovan, G.S, Serban, G., A Formal Model for Partitioning Based Aspect Mining, INFOCOMP Journal of Computer Science, Brazilia, Volume 6, n. 3, September 2007, pp. 19-26 (INSPEC)
  25. Czibula, I.G., Serban, G., Hierachical Clustering for Software Systems Restructuring, INFOCOMP Journal of Computer Science, Brazilia, 2006, to be published(INSPEC)
  26. Serban, G., Czibula, I.G., Object-Oriented Software Systems Restructuring through Clustering, ICAISC'08, The Eighth International Conference on Artificial Intelligence and Soft Computing, LNAI, (ISI Proceedings)
  27. Czibula, I.G., Serban, G., Design Patterns Identification by Searching, International Journal of Computers, Communications and Control, Proceedings of the International Conference on Computers, Communications and Control, ICCCC 2008, Oradea, 2008, to be published
  28. Czibula, G., Cojocar,G.S., Czibula. I.G., Identifying Crosscutting Concerns Using Partitional Clustering, Wseas Transactions on Computers, Issue 2, Volume 8, 2009, pp.386-395
  29. Czibula I.G., Czibula, G.Cojocar,G.S., Hierarchical Clustering for Identifying Crosscutting Concerns in Object Oriented Software Systems, INFOCOMP Journal of Computer Science, Volume 8, Number 3, Brazilia, 2009, pp. 21-28
  30. Czibula, G. , Czibula, I.G., Clustering Based Adaptive Refactoring , Wseas Transactions on Information Science and Applications, Issue 3, Volume 7, 2010, pp. 391-400

  31. Czibula G. , Bocicor, M.I., Czibula, I.G., A Reinforcement Learning Model for Solving the Folding Problem , IJCTA - International Journal of Computer Technology and Applications, Vol. 2, Issue 1, 2011, pp. 171-182

  32. Czibula G. , Bocicor, M.I., Czibula, I.G., Solving the Protein Folding Problem Using a Distributed Q-Learning Approach , International Journal of Computers, Volume 5, Issue 3, 2011, pp. 404-413

  33. Czibula, G. ,Czibula, I.G., Unsupervised Restructuring of Object-Oriented Software Systems using Self-Organizing Feature Maps , International Journal of Innovative Computing Information and Control, Japan, 2012, Volume 8, No. 3(A), 2012, pp. 1689-1704

  34. Czibula, G. ,Czibula, I.G., Gaceanu, R.D., Intelligent Data Structures Selection using neural networks , Knowledge and Information Systems, Volume 34, Issue 1, 2013, pp. 171-192 (ISI)

  35. Czibula, G. , Bocicor, M.I., Czibula, I.G, Promoter Sequences Prediction Using Relational Association Rule Mining , Evolutionary Bioinformatics, Vol. 8, 2012, pp. 181-196 (ISI)

  36. Czibula, G. , Bocicor, M.I., Czibula, I.G, Temporal Ordering of Cancer Microarray Data through a Reinforcement Learning Based Approach , PLoS One journal 8(4): e60883, doi:10.1371/journal.pone.0060883, 2013 (ISI)

       

  37. Zsuzsanna Marian, Gabriela Czibula , Istvan Gergely Czibula , Using Software Metrics for Automatic Software Design Improvement , Studies in Informatics and Control, ISSN 1220-1766, vol. 21 (3), pp. 249-258, 2012 (ISI)

  38. Czibula, G. , Marian, Zs., Czibula, I.G., Detecting Software Design Defects Using Relational Association Rule Mining , Knowledge and Information Systems, 2014, to be published (ISI)

  39. Czibula, G. , Marian, Zs., Czibula, I.G., Software Defect Prediction Using Relational Association Rule Mining , Information Sciences, Vol. 264, April 2014, pp. 260-278 (ISI)

  40. Bocicor, M.I., Sirbu, A., Czibula, G., Dynamic core based clustering of gene expression data , International Journal of Innovative Computing Information and Control, Japan, Volume 10, No. 3, pp. 1051-1069 2014

  41. Czibula, G. , Czibula, I.G., Gaceanu, R.D., A Support Vector Machine Model For Intelligent Selection of Data Representations , Applied Soft Computing, Volume 18, May 2014, Pages 70–81 (ISI)

  42. Czibula, G. , Czibula, I.G., Software systems performance improvement by intelligent data structures customization , Information Sciences, Vol. 274, pp. 249-260, 2014 (ISI)

  43. Cojocar, G.S., Czibula, G. , Czibula. I.G., A Comparative Analysis of Clustering Algorithms in Aspect Mining , Studia Universitatis "Babes-Bolyai", Informatica, LIV(1), 2009, pp. 75-84

  44. Czibula, G. , Guran, A., Czibula, I.G., Cojocar, G.S., IPA - An Intelligent Personal Assistant Agent For Task Performance Support , ICCP 2009: Proceedings of the IEEE 5th International Conference on Intelligent Computer Communication and Processing, 2009, Cluj-Napoca, Romania, pp. 31-34 (ISI Proceedings)

  45. Czibula, G. , Czibula, I.G., Cojocar, G.S., Guran, A., Decision support system for software maintenance and evolution , KEPT 2009, Knowledge Engineering: Principles and Techniques, International Conference, Babes-Bolyai University, in Studia Informatica, 2009, pp. 33-36

  46. Czibula, I.G., Czibula, G. , Guran, A., Dynamic customization of data structures instances using an agent based approach , SYNASC 2009, The 11th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, Timisoara, 2009, IEEE Society Press, pp. 341-347 (ISI Proceedings)

  47. Czibula, G. , Czibula, I.G., Cojocar, G.S., Guran, A., Assisting Software Maintenance and Evolution Using an Agent Based Approach , Post-proceedings of KEPT 2009, Ed. Presa Universitara Clujeana, pp. 197-204 (ISI Proceedings)

  48. Czibula, G., Czibula, I.G., Adaptive Refactoring Using a Core-Based Clustering Approach , Proceedings of the 9th International Conference on Software Engineering, Parallel and Distributed Systems (SEPADS '10), Cambridge, UK, 2010, pp. 133-138 (ISI Proceedings)

  49. Czibula, I.G., Czibula, G., Hierarchical Clustering for Adaptive Refactorings Identification , 2010 IEEE-TTTC International Conference on Automation, Quality and Testing, Robotics, AQTR 2010, pp. 99-104 (ISI Proceedings)

  50. Petrascu, V., Czibula, G., Sirbu, D., Popa, M., Curseu, D., Identifying the impact of global warming on population using a clustering based approach , 2010 IEEE-TTTC International Conference on Automation, Quality and Testing, Robotics, AQTR 2010, pp. 294-299 (ISI Proceedings)

  51. Czibula G. , Bocicor, M.I., Czibula, I.G., A Distributed Reinforcement Learning Approach for Solving Optimization Problems , Proceedings of the 5th International Conference on Communications and Information Technology (CIT '11), Greece, 2011, pp. 25-30 (ISI Proceedings)

  52. Bocicor, M.I., Czibula G. , Czibula, I.G., A Reinforcement Learning Approach for Solving the Fragment Assembly Problem , Proceedings of the 13th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC 2011), Timisoara, 2011, IEEE Computer Society, pp. 191-198, 2011 (ISI Proceedings)

  53. Czibula, I.G., Czibula G. ,Bocicor, M.I., A Reinforcement Learning Based Framework for Solving Optimization Problems , Post proceedings of KEPT 2011, Presa Universitara Clujeana, 2011, pp. 235-246

  54. Rus, A., G. , Czibula, G, Bocicor, M., I. , Proceedings of the 16th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC), Timisoara, Romania, 2014, IEEE Computer Society, to be published (ISI Proceedings)

  55. Czibula, G., Czibula, I.G., Gaceanu, R.D., Intelligent Data Structures Selection using Neural Networks, Knowledge and Information Systems, Volume 34, Issue 1, 2013, Page 171-192
  56. Czibula, G., Bocicor, M. I., Czibula, I.G., Temporal Ordering of Cancer Microarray Data through a Reinforcement Learning Based Approach, PloS One journal, 8(4): e60883, doi:10.1371/journal.pone.0060883, 2013
  57. Gabriela Czibula, Istvan Gergely Czibula, Software systems performance improvement by intelligent data structures customization, Information Sciences, Vol. 274, 2014, pp. 249-260
  58. Gabriela Czibula, Zsuzsanna Marian, Istvan Gergely Czibula, Software Defect Prediction using Relational Association Rule Mining, Information Sciences, Vol. 264, April 2014, pp. 260-278
  59. Czibula, G., Czibula, I.G., Gaceanu, R.D., A Support Vector Machine Model For Intelligent Selection of Data Representations, Applied Soft Computing, Volume 18, May 2014, Pages 70-81
  60. Gabriela Czibula, Zsuzsanna Marian, Istvan Gergely Czibula, Detecting Software Design Defects Using Relational Association Rule Mining, Knowledge and Information Systems, Vol. 42, Number 3, 2015, pp. 545-577
  61. Gabriela Czibula, Istvan Gergely Czibula, Adela Sirbu, Ioan-Gabriela Mircea, A novel approach to adaptive relational association rule mining, Applied Soft Computing journal, Vol. 36, November 2015, pp. 519-533, 2015
  62. Zsuzsanna Marian, Gabriela Czibula, Istvan Gergely Czibula, Software packages refactoring using a hierarchical clustering-based approach, Computing and Informatics, 2014, under review
  63. Bocicor, M. I., Mircea, I.G., Czibula, G., A novel reinforcement learning based approach to multiple sequence alignment , PlosOne journal, 2015, under review
  64. Diana-Lucia Miholca, Gabriela Czibula, Ioan-Gabriel Mircea, Istvan Gergely Czibula, Novel data mining approaches for gender detection of human skeletal remains, Symbolic and Numeric Algorithms for Scientific Computing (SYNASC'16), Timisoara, Romania, IEEE Computer Society Press, under review
  65. Ionescu V.S, Mircea I.G., Miholca, D.L, Czibula G., Instance Based Learning Approaches for predicting the height of human skeletons, ICCP 2015: Proceedings of the IEEE International Conference on Intelligent Computer Communication and Processing, 2015, Cluj-Napoca, Romania, pp. 309-316
  66. Mircea I.G., Czibula G., Bocicor, M.I., A Q-learning Approach for Aligning Protein Sequences, ICCP 2015: Proceedings of the IEEE International Conference on Intelligent Computer Communication and Processing, 2015, Cluj-Napoca, Romania, pp. 51-58
  67. Gabriela Czibula, Vlad-Sebastian Ionescu, Diana-Lucia Miholca, Ioan-Gabriel Mircea, Machine learning based approaches for predicting stature of archaeological skeletal remains from long bone lengths, Journal of Archaeological Science, 2016, to be published
  68. Gabriela Czibula, Istvan Czibula, Diana-Lucia Miholca, A novel fuzzy relational association rule mining approach, European Conference on Artificial Intelligence, Haga, 2016, submitted
  69. Istvan-Gergely Czibula, Gabriela Czibula, Zsuzsanna Marian, Vlad-Sebastian Ionescu, A Novel Approach Using Fuzzy Self-Organizing Maps for Detecting Software Faults, Studies in Informatics and Control, 2016, submitted