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Currency [0]/Excel Built-in Normal0Explanatory TextG5Explanatory Text % 1Good;Good  a%2 Heading 1G Heading 1 I}%O3 Heading 2G Heading 2 I}%?4 Heading 3G Heading 3 I}%235 Heading 49 Heading 4 I}% 6InputuInput ̙ ??v% 7 Linked CellK Linked Cell }% 8NeutralANeutral  e%"Normal 9Normal 27Normal 2 % :Normal 3; Normal 3 2 <Normal 4 =Normal 57Normal 5 % >Noteb Note   ?OutputwOutput  ???%????????? ???@&Per cent ATitle1Title I}% BTotalMTotal %OOC Warning Text? Warning Text %XTableStyleMedium2PivotStyleLight16`" Teme_directii de cercetarejBibliografie selectiva(!  ;!  ;4bZ  3 A@@   'nNr. Crt..Propuneri pentru temele de cercetare doctoralaIConducator stiintific, Prof. univ. dr. / Conf. univ. dr. / Lect. Univ. drDomeniul de doctoratScoala Doctorala FacultateaBibliografie selectiva Constantin Belea&Calculatoare si tehnologia informatieiMihai L. Mocanu (Prof.univ.dr.)Costin Badica (Prof.univ.dr.)Elvira Popescu (Prof.univ.dr.)1.Zaki M.J., Meira W., Data Mining and Analysis: Fundamental Concepts and Algorithms, Cambridge University Press, 2014. 2.Romero, C., Ventura, S., Pechenizkiy, M. and Baker, R.S. eds. Handbook of educational data mining. CRC press, 2010.X1.Saxena, S., Sharma, S. and Sharma, N., 2016. Parallel image processing techniques, benefits and limitations. Research J. Applied Sciences, Eng. and Technology, 12(2) 2016, pp.223-238. 2.Kohout J. Selected Problems of Parallel Computer Graphics, Technical Report available online at http://graphics.zcu.cz/files/REP_2004_Kohout_Josef.pdf"Dan Seliteanu (Prof.univ.dr.ing.)Ingineria sistemelor'Automatic, Calculatoare i ElectronicDan Popescu (Prof.univ.dr.ing.) Dorian Cojocaru (Prof. dr. ing.)Mecatronica si Robotica!Mircea Niulescu (Prof. dr. ing.)#Dorian Cojocaru (Prof.univ.dr.ing.)$Mircea Niulescu (Prof.univ.dr.ing.)Interfete om-masina avansate%Nicu George Bizdoaca (Prof. dr. ing.)%1. Skill Training in Multimodal Virtual Environments, Massmo Bergamasco, Benoit Bardy, Daniel Gopher, 2018, CRC Press ISBN 9781138075481 - CAT# K34111 2. A Blueprint for Affective Computing, K. Scherer, T. Banziger, and E. Roesch, Oxford University Press, 2010, ISBN:0199566704 9780199566709:1. Brain Computer Interfaces Handbook: Technological and Theoretical Advances, Chang S. Nam, Anton Nijholt, Fabien Lotte, 2018, CRC Press, ISBN 9781498773430 - CAT# K29559 2. The Handbook of Human-Machine Interaction: A Human-Centered Design Approach, Guy A. Boy, 2017, CRC Press, ISBN 9781138075825 - CAT# K34145(Nicu George Bizdoaca (Prof.univ.dr.ing.)Tehnici de securizare a datelor?Aplicaii ale inteligenei artificiale n conducerea sistemelor#Dorin endrescu (Conf.univ.dr.ing.)1. S. Russell and P. Norvig. Artificial Intelligence: A Modern Approach. Prentice Hall, NJ, 1995. 2. P. J. Antsaklis and K. M. Passino, editors. An Introduction to Intelligent and Autonomous Control. Kluwer Academic Publishers, Norwell, MA, 1993. 3. M. Gupta and N. Sinha, editors. Intelligent Control: Theory and Practice. IEEE Press, Piscataway, NJ, 1995. 4. J. Hertz, A. Krogh, and R. G. Palmer. Introduction to the Theory of Neural Computation. Addison-Wesley, Reading, MA, 1991.;Medii de nvare inteligente (Smart learning environments)iBig Data Analysis and High Performance Computing (Analiza datelor mari si calculul de inalta performanta)eParallel and Distributed Algorithms and Applications (Algoritmi paraleli si distribuiti si aplicatii)a1. Machine Vision and Mechatronics in Practice, Editors: John Billingsley, Peter Brett, Springer, 2015. 2. Mastering OpenCV with Practical Computer Vision Projects / Daniel Llis Baggio; Shervin Emami; David Milln Escriv, Packt Publishing, 2012. 3. Biologically Inspired Computer Vision: Fundamentals and Applications / Editors: Gabriel Cristbal, Laurent Perrinet, Matthias S. Keil.- Weinheim: Wiley-VCH Verlag, 2015. 4. Machine Vision and Mechatronics in Practice / Editors: John Billingsley, Peter Brett, Springer, 2015. 5. Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization / Editors: Patricia Melin, Oscar Castillo, Janusz Kacprzyk, Springer, 2015. 6. Activity Learning, Discovering, Recognizing, and Predicting Human Behavior from Sensor Data / Diane J. Cook, Narayanan C. Krishnan, John Wiley & Sons, 2015.*Aplicaii ale conducerii robust-predictive1. D. Popescu, Analiza i sinteza sistemelor robuste, ed. Universitaria, Craiova, 2006. 2. E.F. Camacho and C. Bordons, Model predictive control, 2nd edition, Springer, 2004. 3. J.M. Maciejowski, Predictive Control with Constraint, Prentice Hall, 2002.1. T. Soderstrom, P. Stoica, System identification. Cambridge, UK: Prentice Hall, 1989. 2. Ohsumi, A., K. Kameyama, K.I. Yamaguchi. Subspace identification for continuous-time systems via distribution - based approach. Automatica, 38:63 79, 2002. 3. L. Ljung. System Identification - Theory for the User. Prentice-Hall, Upper Saddle River, N.J., 2nd edition, 1999. 4. Isidori, A., Nonlinear Control Systems. Third edition. Springer-Verlag, Berlin, 1995.v1. Yehuda Lindell. Composition of Secure Multi-Party Protocols: A Comprehensive Study. Springer, 2003. 2. Daniel V. Bailey and Christof Paar. Efficient arithmetic in finite field extensions with application in elliptic curve cryptography. Journal of Cryptology, 14, 2001. 3. Daniel J. Bernstein, Johannes Buchmann, and Erik Dahmen. Post-Quantum Cryptography. Springer, 2009./Aplicaii ale modelrii i simulrii proceselorMonica Roman (Conf. dr. ing.)5FACULTATEA DE AUTOMATIC, CALCULATOARE I ELECTRONIC#COALA DOCTORAL "CONSTANTIN BELEA"BIBLIOGRAFIE SELECTIV pentru temele/direciile de cercetare doctoral propuse, in vederea inscrierii la colocviul de admitere pentru anul universitar 2019-2020, anul I de studii doctoraleS1. Joo Moreira, Andre Carvalho, Toms Horvath. A General Introduction to Data Analytics, Wiley, 2019 2. Norman Matloff. Parallel Computing for Data Science: With Examples in R, C++ and CUDA, Chapman & Hall/ CRC Press 2016 3. Pawel Czarnul. Parallel Programming for Modern High Performance Computing Systems, Chapman & Hall/ CRC Press 2018)1. Fayez Gebali. Algorithms and Parallel Computing, Wiley Series on Parallel and Distributed Computing 2011 2. Michel Raynal. Distributed Algorithms for Message-Passing Systems, Springer-Verlag Berlin Heidelberg 2013 3. Ghosh, Sukumar. Distributed Systems - An Algorithmic Approach, CRC Press 20141.1 Niculescu, M., Sisteme robotice cu capacitate de navigaie, Ed. Universitaria, 2002, ISBN: 973 - 8043 - 143  3 1.2 Mnoiu-Olaru S., Niulescu<  M. - Cercetri n robotica hexapod, Ed. Universitaria Craiova, 2014, ISBN: 978-606-14-0825-22.1 Bishop, IR, The mechatronics handbook, CRC Press LLC, 2002, ISBN: 978-0849300660 2.2 Wilamowski, M., Control and Mechatronics, CRC Press, 2011, ISBN: 978-1138073593Monica Roman (Prof. dr. ing.)Daniela Danciu (Prof.dr.ing.)Dorin ^endrescu (Prof.dr.ing.)Costin Badica (Prof.dr.ing.)Elvira Popescu (Prof.dr.ing.)Mihai L. Mocanu (Prof.dr.ing.)Dan Seliteanu (Prof.dr.ing.)Dan Popescu (Prof.dr.ing.)/Modelarea i identificarea sistemelor neliniare)Cercetri i aplicaii n robotica mobil8Structuri mecatronice avansate pentru aplicaii speciale3.1  Creating Smart Cities , Claudio Coletta, Leighton Evans, Liam Heaphy, Rob Kitchin, ISBN 9780815396253, Ed. Routledge, 2018. 3.2  Smart Cities. Applications, Technologies, Standards, and Driving Factors , Editors: McClellan, Stan, Jimenez, Jesus, Koutitas, George, ISBN 978-3-319-59381-4, 2018 3.3  Security and Privacy Applications for Smart City Development , Editors: Tamane, Sharvari Chandrashekhar, Dey, Nilanjan, Hassanien, Aboul-Ella (Eds.), ISBN 978-3-030-53149-2, 2021.`1. Stuart Russell and Peter Norvig, Artificial Intelligence. A Modern Approach (4th ed.), Pearson, 2020 http://aima.cs.berkeley.edu/ 2. Yoav Shoham, Kevin Leyton-Brown, Multiagent Systems: Algorithmic, Game-Theoretic, and Logical Foundations, Cambridge University Press, 2009 3. Christopher Bishop, Pattern Recognition and Machine Learning, Springer, 2006, https://www.springer.com/us/book/9780387310732 4. Claudio Savaglio et al., Agent-based Internet of Things: State-of-the-art and research challenges, Future Gener. Comput. Syst., vol. 102, 1038--1053, 2020, https://doi.org/10.1016/j.future.2019.09.016 `Sisteme i tehnologii avansate pentru educaie (Advanced systems and technologies for education)u Sisteme inteligente distribuite: fundamente, tehnologii _i aplicacii (Big Data Mining, Edge/Fog/IoT/Cloud Computing) 8 91. Alario-Hoyos, C., Rodrguez-Triana, M.J., Scheffel, M., Arnedillo-Snchez, I., Dennerlein, S.M. (2020). Addressing Global Challenges and Quality ǿƵ, Springer, LNCS vol. 12315. 2. Duval, E., Sharples, M., Sutherland, R. (2017). Technology Enhanced Learning - Research Themes, Springer. 3. Fox, A., Patterson, D. (2021). Engineering Software as a Service: An Agile Approach Using Cloud Computing.C1. Lang, C., Siemens, G., Wise, A., Gasevic, D. (2017). Handbook of Learning Analytics. SOLAR, DOI: 10.18608/hla17. 2. Popescu, E. (2013). Social Learning Environments. Sitech Press. 3. Roll, I., McNamara, D., Sosnovsky, S., Luckin, R., Dimitrova, V. (2021). Artificial Intelligence in ǿƵ, Springer, LNCS vol. 12748.1. Ball, L., Drijvers, P., Ladel, S., Siller, H.S., Tabach, M., Vale, C. (2018) Uses of Technology in Primary and Secondary Mathematics ǿƵ. Tools, Topics and Trends, Springer. 2. Calder, N., Larkin, K., Sinclair, N. (2018) Using Mobile Technologies in the Teaching and Learning of Mathematics, Springer. 3. Silverman, J., Hoyos, V. (2018). Distance Learning, E-Learning and Blended Learning in Mathematics ǿƵ. International Trends in Research and Development, Springer.Inteligen Artificial pentru Aplicaii Robotizate din Domeniul Construciilor (Intelligent Robotics for Smart Buildings Technology)Tehnici de Inteligen Artificial i de Prelucrare a Imaginilor pentru Industria Automobilelor (Artificial Intelligence and Image Processing Techniques for the Automotive Industry)Tehnici de Inteligen Artificial i de Prelucrare a Imaginilor pentru Aplicaii Online (Artificial Intelligence and Image Processing Techniques for Online Applications)+Cercetri n domeniul fabricaiei flexibile=Sisteme de achiziie i instrumentaie virtual n automotive 1. D. Karnopp, D. Margolis, R. Rosenberg. System Dynamics  Modeling, Simulation, and Control of Mechatronic Systems, Wiley, USA, 2012. 2. R. Ibnescu. Bond Graphs in System Modelling, in: Graph-Based Modelling in Engineering (Eds. S. Zawi[lak, J. RysiDski), Part I, pp. 3-23, Series: Mechanisms and Machine Science, Springer, 2017.. R. Oshana, DSP for Embedded and Real-Time Systems, Elsevier, Waltham, USA, 2012. 3. G. Meixner, C. Mller. Automotive User Interfaces: Creating Interactive Experiences in the Car, Springer, 2017. 4. J. Wang, Real-Time Embedded Systems, John Wiley & Sons, Hoboken, USA, 2017. 5. M. Roman. Contribution to modelling, simulation and control of chemical reaction based processes, Ed. Universitaria, Ed. Universitaria, Craiova, ISBN 978-606-14-1481-9, 127p., 2019.Sisteme neuronale adaptive i algoritmi de nvare automat: analiza calitativ, modelare, simulare i aplicaii (inginerie, biologie, medicin, modelarea proceselor complexe, neurocomputing, neuromathematics)1. J.E. Kolen, S.C. Kremer  A field guide to dynamical recurrent networks, IEEE Press, 2001. 2. J.C. Principe, N.R. Euliano, W.C. Lefebvre, Neural and adaptive systems. Fundamentals through Simulations. Wiley, 2000 3. H. Khalil  Nonlinear Systems, 3rd edition, Prentice Hall, 2002. 4. Daniela Danciu  Recele neuronale. Stabilitate, sincronizare, ntrzieri, Seria Control Engineering, Ed. Uni< versitaria, Craiova, 2011. 5. Daniela Danciu  Qualitative analysis and control of nonlinear systems. Computational modeling and stabilization of distributed parameter systems. Recent contributions. Seria Control Engineering, Ed. Universitaria, Craiova, 2021.@Sistem personalizat destinat persoanelor cu deficiente auditive Contribuii privind dezvoltarea algoritmilor de control bazai pe inteligen artificial (Contributions on the Design of Control Algorithms Based on Artificial Intelligence)`Aplicaii ale sistemelor embedded n automotive (Applications of Embedded Systems in Automotive)wSisteme de monitorizare i control pentru procese industriale (Monitoring and Control Systems for Industrial Processes)Y1. A. Galip Ulsoy, H. Peng, M. Cakmakc1, Automotive Control Systems, Cambridge University Press, New York, USA, 2012. 2. K. Andreson, W. Jenks, P. Parthasarathy, Evolution of Control Systems with Artificial Intelligence, Control Engineering, 2021. 3. J. Wang, Real-Time Embedded Systems, John Wiley & Sons, Hoboken, USA, 2017. 4. D. Seli_teanu, E. Petre, I.M. Popescu, M. Roman, Advanced Control Algorithms and Software Solutions for Monitoring and Data Acquisition in a Wastewater Treatment Plant, in: Advances in Environmental Research, (Justin A. Daniels Ed.), Nova Science Publ., USA, 2020.xFuziunea senzorilor folosind tehnici de inteligen artificial (Sensor Fusion using Artificial Intelligence Techniques)Aplicaii ale inteligenei artificiale n sistemele de comunicaii (Applications of the Artificial Intelligence in Communication Systems)Contribuii privind dezvoltarea sistemelor de clasificare automat folosing inteligena artificial (Contributions on the Development of Automated Classification Systems by using the Artificial Intelligence)Aplicaii ale inteligenei artificiale n sistemele moderne de diagnostic medical (Aplications of Artificial Intelligence in Modern Medical Diagnostic Systems)Contribuii privind dezvoltarea sistemelor de control i comunicaii bazate pe inteligena artificial (Contributions on the Design of Control and Communication Systems based on Artificial Intelligence)@1. Galitsky, B. (2020). Artificial Intelligence for Customer Relationship Management. Springer. https://doi.org/10.1007/978-3-030-52167-7 2. Lyu, Z. (2024). Applications of Generative AI. Springer. https://doi.org/10.1007/978-3-031-46238-2 3. Marr, B. (2024). Generative AI in Practice. Wiley, ISBN: 978-1-394-25424-8.Impactul inteligentei artificiale generative asupra sistemelor de gestiune a relatiilor cu clientii (The impact of generative artificial intelligence on customer relationship management systems)IUtilizarea modelelor mari de limbaj (LLM) in domeniul ingineriei softwareMarius Brezovan (Prof.dr.ing.)KMetode de sinteza a programelor pentru limbajele specifice de domeniu (DSL)0Aplicatii software care integreaza algoritmiNLP Cristian Mihescu (Prof.dr.ing.) ]Utilizarea Inteligenei Artificiale (IA) i Realitii Virtuale (RV) n inginerie i medicin'Cristina Floriana Pan (Prof. dr. ing.)rContribuii privind dezvoltarea unor sisteme de comand i control a sistemelor robotice pentru aplicaii medicaleWContribuii teoretice i practice privind conducerea sistemelor mecatronice inteligente9Sisteme de acionare neconvenionale n domeniul medical.%Ionel Cristian Vladu (S. l. dr. ing.)Orteze inteligente&Manipulatoare medicale hiperredundante*A. Fan, B. Gokkaya, M. Harman, M. Lyubarskiy, S. Sengupta, S. Yoo, J.M. Zhang, Large Language Models for Software Engineering: Survey and Open Problems, 2023 IEEE/ACM International Conference on Software Engineering: Future of Software Engineering (ICSE-FoSE), Melbourne, Australia, 2023, pp. 31-53J. Austin, A. Odena, M. Nye, M. Bosma, H. Michalewski, D. Dohan, E. Jiang, C. Cai, M. Terry, Q. Le, C. Sutton, Program Synthesis with Large Language Models, 2021, arXiv:2108.07732V. Liventsev, A. Grishina, A. Harma, L. Moonen, Fully Autonomous Programming with Large Language Models, Proceedings of the Genetic and Evolutionary Computation Conference, GECCO '23, Lisbon, Portugal, 2023, pp. 1146-1155N. Alshahwan, J. Chheda, A. Finegenova, B. Gokkaya, M. Harman, I. Harper, A. Marginean, S. Sengupta, E. Wang, Automated Unit Test Improvement using Large Language Models at Meta, 2024, arXiv:2402.0917O. Polozov, S. Gulwani, FlashMeta: a framework for inductive program synthesis, ACM SIGPLAN Notices, vol. 50(10), pp. 107-126, 2015R. Bunel, M.J. Hausknecht, J. Devlin, R. Singh, P. Kohli, Leveraging Grammar and Reinforcement Learning for Neural Program Synthesis. 6th International Conference on Learning Representations, ICLR 2018, Vancouver, Canada, 2018, arXiv:1805.04276 E.C. Shin, M. Allamanis, M. Brockschmidt, A. Polozov, Program Synthesis and Semantic Parsing with Learned Code Idioms. In: H. Wallach, H. Larochelle, A. Beygelzimer, F. d'Alche-Buc, E. Fox, R. Garnett (eds.), Advances in Neural Information Processing Systems (NeurIPS 2019), vol. 32, 2019XK. Ellis, C. Wong, M.I. Nye, M. Sable-Meyer, L. Morales, L.B. Hewitt, L. Cary, A. Solar-Lezama, J.B. Tenenbaum, DreamCoder: Bootstrapping inductive program synthesis with wake-sleep library learning, Proceedings of the 42nd ACM SIGPLAN International Conference on Programming Language Design and Implementation, New York, USA, pp. 835-850, 2021Brezovan MariusPropuneri pentru temele/direciile de cercetare doctoral, in vederea inscrierii la colocviul de admitere pentru anul universitar 2024-2025r; <@2AaH~ U\^g (q!A ccBB ZO -p  dMbP?_*+%;&?'?((\?)p= ף?MSamsung M267x 287x SeriesC odXXLetterGIS4DINU"xQ}BxSMTJh{DEE525E2-EB2B-476B-8C2A-38A4AA95660E}InputBinAUTORESDLLUniresDLLOrientationPORTRAITCollateOFFMediaTypePrinterDefaultJobReverseDuplexOFFResolutiondpi_600x600x1PaperSizeLETTERDuplexNONEPagesPerSheet1PageOrderFrontToBackBookletOFFPageBorderOFFColorModeGrayscaleV4DM"dXX?(\?&U} G} 2D} $q} mr} I F} S} $ Dtt-;;;;      @@@@'s@@@ ~*~ ~+~ }m}}}}}}}}}}} M M o P M P~ H? H? E4 R H Q~ H@ H> E5 R H Q~ H@ V E5 R H Q~ k@ jV n5 l k m~ H@ H! 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