Papers in International Journals from abroad

  1. Czibula, I.G., Serban, G., Improving Systems Design Using a Clustering Approach , IJCSNS International Journal of Computer Science and Network Security, VOL.6 No.12, December 2006, pp. 40-49

  2. Serban, G., Moldovan, G.S, Aspect Mining Using An Evolutionary Approach , Wseas Transactions on Computers, Issue 2, Vol.6, February 2007, pp. 298-305

  3. Moldovan, G.S, Serban, G., Clustering Based Aspect Mining Formalized, Wseas Transactions on Computers, Issue 2, Vol.6, February 2007, pp. 199-206

  4. 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

  5. Serban, G., Campan, A., Hierarchical Adaptive Clustering, Informatica, Vilnius, Lithuania, 2008, , Vol. 19, No. 1, pp. 101-112 (ISI)

  6. Czibula, I.G., Serban, G., Hierachical Clustering for Software Systems Restructuring, INFOCOMP Journal of Computer Science, Brazilia, Volume 6 - n. 4, December 2007, pp. 43-51

  7. Czibula, G., Cojocar, G.S, A hierarchical clustering based approach in aspect mining, Computing and Informatics, Bratislava, Vol. 29, No. 6, 2010, pp. 881-900 (ISI)

  8. Tatar, D., Serban, G., Mihis, A., Mihalcea R., Textual Entailment as a Directional Relation, Journal of Research and Practice in Information Technology, Vol. 41, No.1, 2009, pp. 17-28 (ISI)

  9. Czibula, I.G., Czibula (Serban), G., Hierarchical Clustering based Automatic Refactorings Detection, Wseas Transactions on Electronics, Issue 7, Vol.5, July 2008, pp. 291-302

  10. 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

  11. 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

  12. Czibula, G., Czibula, I.G., Clustering Based Adaptive Refactoring, Wseas Transactions on Information Science and Applications, Issue 3, Volume 7, 2010, pp. 391-400

  13. 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

  14. 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

  15. 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

  16. 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)

  17. 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)

  18. 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)

       

  19. 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)

  20. Doina Tatar, Diana Inkpen, Gabriela Czibula, Text segmentation using Roget-based weighted lexical chains, Computing and Informatics, Vol. 32, 2013, pp. 1001-1018(ISI)

  21. 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)

  22. 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)

  23. 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

  24. 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)

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

  26. Czibula, G., Czibula, I.G., Sirbu, A., Mircea I.G., A novel approach to adaptive relational association rule mining, Applied Soft Computing, , Vol. 36, November 2015, pp. 519-533, 2015 (ISI)

  27. Czibula, G., 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, vol. 65, pp. 85-99, 2016 (ISI)

  28. Czibula, I., Czibula, G., Marian, ZS., Ionescu, V.S., A Novel Approach Using Fuzzy Self-Organizing Maps for Detecting Software Faults, Studies in Informatics and Control, ISSN 1220-1766, vol. 25 (2), pp.1-12, 2016 (ISI)

Papers in Proceedings at International Conferences

  1. Serban, G., Web Programming Tutorials, Advanced Educational Technologies, Proceedings AET Workshop, Târgu Mures, 2001, Editura Universitatii "Petru-Maior" Târgu Mures, pp.128-149, ISBN 973-8084-60-1

  2. Serban, G., Tutorials, Advanced Educational Technologies, Proceedings AET Workshop, Târgu Mures, 2001, Editura Universitatii "Petru-Maior" Târgu Mures, pp.158-281, ISBN 973-8084-60-1

  3. Serban, G., Training intelligent agents as hidden Markov models, Proceedings of Abstracts of the Fourth Joint Conference on Mathematics and Computer Science, Felix, Romania, 2001, pp.91

  4. Serban, G., Training Hidden Markov Models - a Method for Training Intelligent Agents, Proceedings of the Second International Workshop of Central and Eastern Europe on Multi-Agent Systems, Krakow, Polonia, 2001, pp.267-276, ISBN 83-915953-0-7

  5. Orasan, C., Tatar, D., Serban, G., Onet, A., Avram, D., How to build a QA system in your back-garden: application to Romanian, Research Notes of EACL 2003, Budapest, Hungary, 2003, pp.139-142, ISBN 1-932432-01-9

  6. Serban, G., Real Time Learning in Agent Based Systems, Proceedings of the 4th International Workshop on Symbolic and Numeric Algorithms for Scientific Computing , Timisoara, Romania, 2002, pp.337-347, ISBN 973-585-785-5

  7. Serban, G., A new Logic Architecture for Intelligent Agents , Proceedings of AGP 2003, Reggio Calabria, Italy, 2003, pp. 159-168

  8. Serban, G., Development methods for Intelligent Systems, Proceedings of the Fifth Joint Conference on Mathematics and Computer Science, Debrecen, Hungary, 2004, pp. 17-18

  9. Serban, G., Tatar, D., UBB system at Senseval-3, Proceedings of Senseval-3: The Third International Workshop on the Evaluation of Systems for the Semantic Analysis of Text, 2004, pp.226-228

  10. Câmpan, A., Serban, G., A New Incremental Core-Based Clustering Method, Second IFIP Conference on Artificial Intelligence Applications and Innovations (AIAI'05), Beijing, China, pp.269-278 (ISI Proceedings)

  11. Serban, G., Câmpan, A., A New Core-Based Method For Hierarchical Incremental Clustering, Proceedings of the 7th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC'05), Timisoara, Romania, 2005, pp.42-47 (ISI Proceedings)

  12. Lupsa, D., Serban, G., Tatar, D.,From word clusters to taxonomies on untagged corpus, Mathematical Preprint Server, Applied Mathematics, 0309004, 2003

  13. Serban, G., Tatar, D., Word Sense Disambiguation for Untagged Corpus: Application to Romanian Language, Proceedings of CICLing 2003 (Intelligent Text Processing and Computational Linguistics), Mexico City, Mexic, in Lecture Notes in Computer Science N 2588, Springer-Verlag, 2003, pp.268-272, ISBN 3-540-00532-3 (ISI)

  14. Serban, G., Tatar, D., An Improved Algorithm on Word Sense Disambiguation, Proceedings of IIS 2003 (Intelligent Information Systems - New Trends in Intelligent Information Proccessing and Web Mining), Zakopane, Poland, 2003, in Advances in Soft Computing, Springer-Verlag, 2003, pp.199-208, ISBN 3-540-00843-8 (ISI Proceedings)

  15. Serban, G., A New Programming Interface for Reinforcement Learning Simulations, Proceedings of IIS’2005 (Intelligent Information Systems - New Trends in Intelligent Information Proccessing and Web Mining), Poland, 2005, in Advances in Soft Computing, Springer-Verlag, 2005, XV, pp.481-485, ISBN 3-540-25056-5 (ISI Proceedings)

  16. Serban, G., Câmpan, A., Incremental Clustering Using a Core-Based Approach, Proceedings of The International Symposium on Computer and Information Science (ISCIS'05), Istanbul, Turkey, in Lecture Notes in Computer Science N 3733, Springer-Verlag, 2005, pp.854-863, ISBN (ISI)

  17. Campan, A., Darabant, A., Serban, G., Clustering Techniques for Adaptive Horizontal Fragmentation in Object Oriented Databases, International Conference on Theory and Applications of Mathematics and Informatics (ICTAMI), in Acta Universitatis Apulensis no. 10, 2005, pp.263-274

  18. Dumitrescu, D., Sas, L., Serban, G., Câmpan, A., Darabant, A., Pop, H.F., Tâmbulea, L., Cooperative Learning for Distributed Data Mining, in Collaborative Support Systems in Business and Education - International Workshop, Babes-Bolyai University, Faculty of Economics and Business Administration, Romania, Editura Risoprint, Cluj-Napoca, 2005, pp. 432-440.

  19. 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

  20. Campan, A., Serban, G.,, Adaptive Clustering Algorithms, in Advances in Artificial Intelligence, LNAI 4013, the 19th Canadian Conference on Artificial Intelligence, Canadian AI-2006, Quebec, Canada, 2006, pp. 409-420 (ISI)

  21. Serban, G., Câmpan, A., Czibula, I.G., A Programming Interface For Finding Relational Association Rules, International Journal of Computers, Communications and Control, Vol. I/2006, Proceedings of the International Conference on Computers, Communications and Control, ICCCC 2006, Oradea, 2006, pp. 934-944

  22. Darabant, A.S., Todoran, H.S., Câmpan, A., Serban, G., Incremental Horizontal Fragmentation: A new Approach in the Design of Distributed Object Oriented Databases, International Journal of Computers, Communications and Control, Vol. I/2006, Proceedings of the International Conference on Computers, Communications and Control, ICCCC 2006, Oradea, 2006, pp. 170-174

  23. Câmpan, A., Serban, G., Truta, M., Marcus, A., An Algorithm for the Discovery of Arbitrary Length Ordinal Association Rules, DMIN'06, The 2006 International Conference on Data Mining, Las Vegas, USA, pp. 107-113

  24. 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

  25. 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

  26. 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)

  27. Serban, G., Lupea, M., Computing Constrained Default Extensions - a Constraint Satisfaction Problem, ICAM5, Baia-Mare, 2006, Creative Math.&Inf., 16(2007), pp.99-107

  28. 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

  29. 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

  30. 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)

  31. 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

  32. 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

  33. 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

  34. Czibula, I.G., Serban, G., A Hierarchical Clustering Algorithm for Software Design Improvement, 2007, Knowledge Engineering: Principles and Techniques, Babes-Bolyai University, June 6-8, 2007, Cluj-Napoca, pp. 316-323

  35. Tatar, D., Serban, G., Lupea, M., Text Entailment Verification with Text Similarities, KEPT 2007, Knowledge Engineering: Principles and Techniques, Babes-Bolyai University, June 6-8, 2007, Cluj-Napoca, pp. 33-40

  36. Tatar, D., Serban, G., Mihis, A., Lupea, M., Lupsa, D., Frentiu, M., Chain algorithm for Word Sense Disambiguation, KEPT 2007, Knowledge Engineering: Principles and Techniques, Babes-Bolyai University, June 6-8, 2007, Cluj-Napoca, pp. 41-49

  37. 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

  38. 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

  39. 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

  40. 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 (ISI Proceedings)

  41. 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 (ISI Proceedings)

  42. Serban, G., Czibula, I.G., Restructuring Software Systems Using Clustering, ISCIS 2007, Proceedings of The 22th International Symposium on Computer and Information Sciences, November 7-9, Ankara, Turkey, 2007, pp. 262-267 (ISI Proceedings)

  43. Tatar, D., Serban, G., Mihis, A., Mihalcea, R., Textual Entailment as a Directional Relation, Computer-aided language processing, CALP 2007, Borovets, Bulgaria, 30 September 2007, pp. 53-58

  44. Serban, G., Czibula, I.G., Câmpan, A., Medical Diagnosis Prediction using Relational Association Rules, International Conference on Theory and Applications of Mathematics and Informatics (ICTAMI'07), Alba-Iulia, 2008, pp. 339-352

  45. 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 5097, pp. 693-704 (ISI Proceedings)

  46. 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, pp. 248-252

  47. Czibula (Serban), G., Guran, A., Cojocar, G.S, Czibula, I.G., Multiagent Decision Support Systems based on Supervised Learning, 2008 IEEE-TTTC International Conference on Automation, Quality and Testing, Robotics, AQTR 2008, pp. 353-358, (ISI Proceedings)

  48. Czibula, I.G., Czibula (Serban), G., Identifying Design Patterns in Object-Oriented Software Systems Using Unsupervised Learning, 2008 IEEE-TTTC International Conference on Automation, Quality and Testing, Robotics, AQTR 2008, pp. 347-352, (ISI Proceedings)

  49. Cojocar, G.S., Czibula, G., On Clustering Based Aspect Mining, ICCP 2008: Proceedings of the IEEE 3rd International Conference on Intelligent Computer Communication and Processing, September, 6-8, 2007, Cluj-Napoca, Romania, pp. 145-151

  50. Tatar, D., Mihis, A., Czibula G., Top-down Cohesion Segmentation in Summarization, STEP 2008, Symposium on Semantics in Systems for Text Processing, Venice, Italy, 2008, pp. 145-151

  51. Czibula, I.G., Czibula, G., Clustering based automatic refactorings identification, SYNASC 2008, The 10th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, Timisoara, 2008, pp. 253-256, (ISI Proceedings)

  52. Tatar, D., Mihis, A., Czibula G., Lexical Chains Cohesion Segmentation in Summarization, SYNASC 2008, The 10th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, Timisoara, 2008, pp. 95-101, (ISI Proceedings)

  53. Czibula, I.G., Czibula, G., Refactorings Detection Using Hierarchical Clustering, European Computing Conference, ECC'08, Malta, 2008, pp. 332-337 (ISI Proceedings)

  54. Cojocar, G.S, Guran, A., Sanislav, T., Czibula, G., A multiagent based approach for national cancer registry management, ICAM6, International Conference on Applied Mathematics, in Creative Math&Inf, 17, 3/2008, pp. 369-374

  55. Czibula, G., Czibula, I.G., Cojocar, G.S, Guran, A., IMASC - An Intelligent MultiAgent System for Clinical Decision Support, Proceedings of CANS' 2008, Targu Mures, IEEE Society Press, 2008, pp. 17-22 (ISI Proceedings)

  56. Czibula, G., Cojocar, G.S, Czibula, I.G., A partitional clustering algorithm for crosscutting concerns identification, Proceedings of the International Conference on SOFTWARE ENGINEERING, PARALLEL and DISTRIBUTED SYSTEMS (SEPADS '09), Cambridge, UK, 2009, pp. 111-116 (ISI Proceedings)

  57. 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

  58. 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)

  59. 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

  60. 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)

  61. 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)

  62. Tatar, D., Tamâianu, E., Czibula, G., Segmenting text by lexical chains distribution, KEPT 2009, Knowledge Engineering: Principles and Techniques, International Conference, Babes-Bolyai University, Presa Universitar? Clujean?, 2009, pp. 69-76 (ISI Proceedings)

  63. 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)

  64. 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)

  65. 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)

  66. 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)

  67. 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)

  68. 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

  69. Sirbu, A., G., Czibula, G, Bocicor, M., I., Dynamic clustering of gene expression data using a fuzzy approach Proceedings of the 16th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC), Timisoara, Romania, 2014, IEEE Computer Society, pp. 220-227, 2014 (ISI Proceedings)

  70. Ionescu, V.S., Mircea, I.G., Miholca, D.L, , Czibula, G, Instance Based Learning Approaches for predicting the height of human skeletons Proceedings of the IEEE International Conference on Intelligent Computer Communication and Processing, 2015, Cluj-Napoca, Romania, pp. 309-316 (ISI Proceedings)

  71. Mircea, I.G. , Czibula, G, , Bocicor, M.I, A Q-learning Approach for Aligning Protein Sequences Proceedings of the IEEE International Conference on Intelligent Computer Communication and Processing, 2015, Cluj-Napoca, Romania, pp. 51-58 (ISI Proceedings)

  72. Mircea, I.G., Bocicor, M.I, Czibula, G, , A novel reinforcement learning based approach to multiple sequence alignment, 7th International Workshop on Soft Computing Applications, 2016, to be published (ISI Proceedings)

  73. Ionescu, V.S., Czibula, G, , Teletin, M., Supervised learning techniques for body mass estimation in bioarchaeology, 7th International Workshop on Soft Computing Applications, 2016, to be published (ISI Proceedings)

  74. Miholca, D.L., Czibula, G., Mircea, I.G., Czibula, I.G.,, Novel data mining approaches for gender detection of human skeletal remains, SYNASC 2016, The 10th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, Timisoara, 2016, to be published, (ISI Proceedings)

  75. Marian, Zs., Mircea, I.G., Czibula, I.G.,Czibula, G., A novel approach for software defect prediction using fuzzy decision trees, SYNASC 2016, The 10th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, Timisoara, 2016, to be published, (ISI Proceedings)

Papers in Romanian International Journals

  1. Serban, G., Software package for educational units, "Babes-Bolyai" University of Cluj-Napoca, Faculty of Mathematics and Computer Science, Research Seminars, Seminar on Computer Science, Preprint No. 2, 1998, pp.175-178

  2. Serban, G., Tatar, D., Well-typedness verification in logic programming with types, Studia Universitatis "Babes-Bolyai", Informatica, XLIII, Number 2, 1998, pp.13-23

  3. Serban, G., An improvement of the Roy-Floyd algorithm, Studia Universitatis "Babes-Bolyai", Informatica, XLIV, Number 1, 1999, pp.94-99

  4. Serban, G., Searching graphs in logical programming, "Babes-Bolyai" University of Cluj-Napoca, Faculty of Mathematics and Computer Science, Research Seminars, Seminar on Computer Science, Preprint No. 2, 1999, pp.67-72

  5. Serban, G., Intelligent agents and reinforcement learning, "Babes-Bolyai" University of Cluj-Napoca, Faculty of Mathematics and Computer Science, Research Seminars, Seminar on Computer Science, 2000, pp.13-20

  6. Serban, G., Tatar, D., Duda, A., Training probabilistic context-free grammars as hidden Markov models, Studia Universitatis "Babes-Bolyai", Informatica, XLV, Number 1, 2000, pp.17-30

  7. Serban, G., A Method for Training Intelligent Agents Using Hidden Markov Models, Studia Universitatis "Babes-Bolyai", Informatica, XLV, Number 2, 2000, pp.41-50

  8. Serban, G., Tatar, D., Term Rewriting Systems in Logic Programming and in Functional Programming, Studia Universitatis "Babes-Bolyai", Informatica, XLV, Number 2, 2000, pp.77-84

  9. Serban, G., A Reinforcement Learning Intelligent Agent, Studia Universitatis "Babes-Bolyai", Informatica, XLVI, Number 2, 2001, pp.9-18

  10. Serban, G., A Simple Web Agent for displaying a tree structure, "Babes-Bolyai" University of Cluj-Napoca, Faculty of Mathematics and Computer Science, Research Seminars, Seminar on Computer Science, 2001, pp.41-48

  11. Tatar, D., Serban, G., A New Algorithm for Word Sense Disambiguation, Studia Universitatis "Babes-Bolyai", Informatica, XLVI, Number 2, 2001, pp.99-108

  12. Serban, G., A New Real-Time Learning Algorithm, Studia Universitatis "Babes-Bolyai", Informatica, XLVII, Number 1, 2002, pp.3-14

  13. Serban, G., LASG - A Logic Architecture for Intelligent Agents, Studia Universitatis "Babes-Bolyai", Informatica, XLVII, Number 2, 2002, pp.13-22

  14. Serban, G., Tatar, D.,A Word Sense Disambiguation Experiment for Romanian Language, Studia Universitatis "Babes-Bolyai", Informatica, XLVII, Number 2, 2002, pp.37-42

  15. Serban, G., A New Reinforcement Learning Algorithm, Studia Universitatis "Babes-Bolyai", Informatica, XLVIII, Number 1, 2003, pp.3-14

  16. Serban, G., A New Interface for Reinforcement Learning Software, Studia Universitatis "Babes-Bolyai", Informatica, XLVIII, Number 2, 2003, pp.3-10

  17. Tatar, D., Serban, G., Words Clustering in Question Answering Systems, Studia Universitatis "Babes-Bolyai", Informatica, XLVIII(1), 2003, pp.23-32

  18. Lupsa, D., Serban, G., Tatar, D.,Hierarchical clustering algorithms for repetitive similarity values, Studia Universitatis "Babes-Bolyai", Informatica, XLVIII(2), 2003, pp.61-72

  19. Serban, G., Pintea, M.C., Heuristics and learning approaches for solving the Traveling Salesman Problem, Studia Universitatis "Babes-Bolyai", Informatica, XLIX(2), 2004, pp.27-36

  20. Serban, G., A Programming Interface for Non-Hierachical Clustering, Studia Universitatis "Babes-Bolyai", Informatica, L, Number 1, 2005, pp.69-78

  21. Serban, G., Câmpan, A., Core Based Incremental Clustering, Studia Universitatis "Babes-Bolyai", Informatica, L, Number 1, 2005, pp.89-96

  22. Serban, G., Câmpan, A., Adaptive Clustering Using a Core-Based Approach, Studia Universitatis "Babes-Bolyai", Informatica, L(2), 2005, pp.33-40

  23. Serban, G., Czibula, I.G., Câmpan, A., A Programming Interface For Medical Diagnosis Prediction, Studia Universitatis "Babes-Bolyai", Informatica, LI(1), 2006, pp.21-30

  24. Câmpan, A., Serban, G., Marcus, A., Relational Association Rules and Error Detection, Studia Universitatis "Babes-Bolyai", Informatica, LI(1), 2006, pp.31-36

  25. Serban, G., Moldovan, G.S, Clustering Techniques in Aspect Mining, Studia Universitatis "Babes-Bolyai", Informatica, LI(1), 2006, pp.69-78

  26. Serban, G., Moldovan, G.S, A Graph Algorithm for Identification of Crosscutting Concerns, Studia Universitatis "Babes-Bolyai", Informatica, LI(2), 2006, pp. 3-10

  27. 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

  28. Lupea, M., Serban, G., A graph-based approach for computing constrained and rational default extensions, Analele Universitatii Timisoara, Seria Matematica si Informatica, fasc.1/2006, vol.XLIV, pp.73-86

  29. 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. 45-54

  30. Serban, G., Czibula, I.G., On Evaluating Software Systems Design, Studia Universitatis "Babes-Bolyai", Informatica, LII(1), 2007, pp. 55-66

  31. 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

  32. Serban, G., Czibula, I.G. A search based approach for identifying design patterns, Studia Universitatis "Babes-Bolyai", Informatica, LIII(1), 2008, pp. 3-16

  33. Czibula, I.G., Czibula, G., A partitional clustering algorithm for improving the structure of object-oriented software systems, Studia Universitatis "Babes-Bolyai", Informatica, LIII(2), 2008, pp. 105-114

  34. Serban, G., Czibula, I.G., Object-Oriented Software Systems Restructuring using Clustering, Analele Universitatiii de Vest Timisoara, 7. Seria Matematica si Informatica , Vol. XLVI, No. 2, 2008, pp. 161-173

  35. Czibula, I.G., Czibula, G., Adaptive restructuring of object-oriented software systems, Studia Universitatis "Babes-Bolyai", Informatica, LV(2), 2010, pp. 1-12

  36. Czibula, I.G., Czibula, G., Unsupervised transformation of procedural programs to object-oriented design, Acta Universitatis Apulensis, No. 18/2010, to be published

  37. Czibula, I.G., Czibula, G., On converting software systems to object oriented architectures, BRAIN Journal, Special Issue on Complexity in Sciences and Artificial Intelligence, 2010, pp. 12-17

  38. Czibula, I.G., Czibula, G., Incremental Refactoring Using Seeds, SIC Journal, Studies in Informatics and Control, Vol. 19, Issue. 3, 2010, pp. 271-284 (ISI)

  39. Czibula, G., Czibula, I.G., Pintea, C.M, A reinforcement learning approach for solving the matrix bandwidth minimization problem, Studia Universitatis "Babes-Bolyai", Informatica, LV(4), 2010, pp. 9-17

  40. Czibula, G., Cojocar, G.S., Czibula, I.G., Evaluation Measures For Partitioning Based Aspect Mining Techniques, International Journal of Computers, Communications and Control, 6(1), 2011, pp. 72-80 (ISI)

  41. Czibula G., Bocicor, M.I., Czibula, I.G., An Experiment on Protein Structure Prediction using Reinforcement Learning, Studia Babes-Bolyai Informatica, LVI(1), 2011, pp. 25-34

  42. Czibula, I.G., Czibula G., Bocicor, M.I., A Software Framework for Solving Combinatorial Optimization Tasks, Studia Universitatis "Babes-Bolyai", Informatica, Proc. of KEPT 2011, Special Issue, LVI(3), pp. 3-8, 2011

  43. Bocicor, M., I., Czibula, G., Czibula, I.G., Incremental A Distributed Q-Learning Approach to Fragment Assembly, SIC Journal, Studies in Informatics and Control, Vol. 20, Issue. 3, 2011, pp. 221-232 (ISI)

  44. Czibula G., Czibula, I.G., Bocicor, M.I., A Comparison of Reinforcement Learning Based Models for the DNA Fragment Assembly Problem, Studia Universitatis "Babes-Bolyai", Informatica, Proc. of KEPT 2013, LVIII(2), pp. 90-102, 2013

  45. Marian, Zs., Czibula G., Czibula, I.G., Bocicor, M.I., FAOS - A framework for analysing object oriented software systems, Studia Universitatis "Babes-Bolyai", Informatica, LIX(2), pp. 66-81, 2014

  46. Zsuzsanna Marian, Istvan Gergely Czibula, Gabriela Czibula and Sergiu Sotoc, Software Defect Detection using Self-Organizing Maps, Studia Universitatis "Babes-Bolyai", LX (2), 2015, pp. 55-69
  47. Ioan-Gabriel Mircea, Gabriela Czibula and Mara-Renata Petrusel, Sex identification in archaeological remains using decision tree learning, Studia Universitatis "Babes-Bolyai", LX(2), 2015, pp. 91-103



Papers in Proceedings at National Conferences

  1. Serban, G., Formal Methods in Agent Based Sustems, Proceedings "Zilele Academice Clujene", Cluj Napoca, 2002, pp.59-68

  2. Lupsa, D., Serban, G., Tatar, D., From noun clusters to taxonomies on untagged corpora , Proceedings of the Symposium "Colocviul Academic Clujean de Informatica", 2003, pp.182-191

  3. Câmpan, A., Serban, G., Darabant, A., Incremental Horizontal Fragmentation in Object Oriented Databases Using Clustering Techniques, Proceedings of the Symposium "Colocviul Academic Clujean de Informatica", 2005, pp. 63-68

  4. Moldovan, G.S, Serban, G.,CAMIT - A Tool for Comparing Clustering Based Aspect Mining Techniques, Proceedings of the Symposium "Colocviul Academic Clujean de Informatica", 2006, pp.9-14

  5. Cojocar G.S., Czibula, G., A Framework for Evaluating the Results of Aspect Mining Techniques, Proceedings of the Symposium "Colocviul Academic Clujean de Informatica", Directii noi de cercetare in Informatica, 2008, pp. 13-20

International Conferences from abroad

  1. Second International Workshop of Central and Eastern Europe on Multi-Agent Systems, Krakow, Polonia, 2001

  2. CICLing 2003 (Intelligent Text Processing and Computational Linguistics), Mexico City, Mexic, 2003

  3. IIS 2003 (Intelligent Information Systems - New Trends in Intelligent Information Proccessing and Web Mining), Zakopane, Poland, 2003

  4. EACL'03, Budapest, Hungary, 2003

  5. AGP'03, Reggio Calabria, Italy, 2003

  6. MACS'04, Debrecen, Hungary, 2004

  7. ISCIS'05, Turkey, 2005

  8. BCI'07, Sofia, Bulgaria, 2007

  9. ISCIS 2007, Ankara, Turkey, 2007

International Romanian Conferences

  1. The Fourth Joint Conference on Mathematics and Computer Science, Felix, Romania, 2001

  2. AET Workshop, Târgu Mures, 2001

  3. "Zilele Academice Clujene", Cluj Napoca, 2002

  4. The 4th International Workshop on Symbolic and Numeric Algorithms for Scientific Computing , Timisoara, Romania, 2002

  5. ICCCC 2006, Oradea

  6. SYNASC'06 2006, Timisoara

  7. ICAM5, Baia Mare, 2006

  8. KEPT 2007, Cluj-Napoca

  9. ICCP 2007, Cluj-Napoca

  10. ICTAMI 2007, Alba Iulia



Courses

  1. Pop, H., F.,Serban, G., Artificial Intelligence, Course Notes, Center for Continuous Formation and Distance Learning, "Babes-Bolyai" University of Cluj-Napoca, Faculty of Mathematics and Computer Science, 2001

  2. Pop, H., F.,Serban, G., Artificial Intelligence, Course Notes, Center for Continuous Formation and Distance Learning, "Babes-Bolyai" University of Cluj-Napoca, Faculty of Mathematics and Computer Science, 2002

  3. Pop, H., F.,Serban, G., Artificial Intelligence, Course Notes, Center for Continuous Formation and Distance Learning, "Babes-Bolyai" University of Cluj-Napoca, Faculty of Mathematics and Computer Science, 2003



Books

  1. Pop, H., F.,Serban, G., Programare in Inteligenta Artificiala. Limbajele Lisp si Prolog., Ed. Albastra, Cluj-Napoca, 2003, ISBN 973-650-104-3

  2. Serban, G.,Pop, H., F., Tehnici de Inteligenta Artificiala. Abordari bazate pe agenti inteligenti., Ed. Mediamira, Cluj-Napoca, 2004, ISBN 973-0-03717-5

  3. Serban, G., Pop, H.F., Elemente avansate de programare în Lisp si Prolog. Aplicatii în Inteligenta Artificiala., Ed. Albastra, Cluj-Napoca, 2006, ISBN 973-650-172-8

  4. Serban, G., Sisteme Multiagent în Inteligenta Artificiala Distribuita. Arhitecturi si Aplicatii , Ed. RisoPrint, Cluj-Napoca, 2006, ISBN 973-751-194-8 (978-973-751-194-2)

  5. Frentiu, M., Pop, H.F., Serban, G., Programming Fundamentals, Ed. Presa Universitara Clujeana, Cluj-Napoca, 2006, (232 pp. - in english), ISBN 973-610-494-X (978-973-610-494-7)

  6. Czibula, G., Sisteme inteligente. Instruire automata, Ed. RisoPrint, Cluj-Napoca, 2008, (218 pagini), ISBN 978-973-751-898-6